/access_tokens`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-4bda6a72845b6825", "name": "Dangling fetch: GET /api/profile (storyengine/agents/scripts/pipeline-test-deep.js:107)", "shortDescription": {"text": "Dangling fetch: GET /api/profile (storyengine/agents/scripts/pipeline-test-deep.js:107)"}, "fullDescription": {"text": "`storyengine/agents/scripts/pipeline-test-deep.js:107` calls `GET /api/profile` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/profile`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-ac3fe1704fcb6faf", "name": "Dangling fetch: POST /api/kalshi/orders (trading/components/trading/TradingPanel.tsx:41)", "shortDescription": {"text": "Dangling fetch: POST /api/kalshi/orders (trading/components/trading/TradingPanel.tsx:41)"}, "fullDescription": {"text": "`trading/components/trading/TradingPanel.tsx:41` calls `POST /api/kalshi/orders` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kalshi/orders`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-9a6ff50ab3955ce0", "name": "Dangling fetch: GET /api/kalshi/portfolio (trading/components/trading/BalanceWidget.tsx:13)", "shortDescription": {"text": "Dangling fetch: GET /api/kalshi/portfolio (trading/components/trading/BalanceWidget.tsx:13)"}, "fullDescription": {"text": "`trading/components/trading/BalanceWidget.tsx:13` calls `GET /api/kalshi/portfolio` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kalshi/portfolio`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-209fd8db3b3e8b57", "name": "Dangling fetch: GET /api/trading/credentials (trading/app/(trading)/settings/page.tsx:27)", "shortDescription": {"text": "Dangling fetch: GET /api/trading/credentials (trading/app/(trading)/settings/page.tsx:27)"}, "fullDescription": {"text": "`trading/app/(trading)/settings/page.tsx:27` calls `GET /api/trading/credentials` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/credentials`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-3e50965e69257174", "name": "Dangling fetch: POST /api/trading/kalshi-login (trading/app/(trading)/settings/page.tsx:41)", "shortDescription": {"text": "Dangling fetch: POST /api/trading/kalshi-login (trading/app/(trading)/settings/page.tsx:41)"}, "fullDescription": {"text": "`trading/app/(trading)/settings/page.tsx:41` calls `POST /api/trading/kalshi-login` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/kalshi-login`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-730327aa3b3cb1e2", "name": "Dangling fetch: PUT /api/trading/credentials (trading/app/(trading)/settings/page.tsx:70)", "shortDescription": {"text": "Dangling fetch: PUT /api/trading/credentials (trading/app/(trading)/settings/page.tsx:70)"}, "fullDescription": {"text": "`trading/app/(trading)/settings/page.tsx:70` calls `PUT /api/trading/credentials` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/credentials`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-a49ac85ee64fe0ed", "name": "Dangling fetch: DELETE /api/trading/credentials (trading/app/(trading)/settings/page.tsx:95)", "shortDescription": {"text": "Dangling fetch: DELETE /api/trading/credentials (trading/app/(trading)/settings/page.tsx:95)"}, "fullDescription": {"text": "`trading/app/(trading)/settings/page.tsx:95` calls `DELETE /api/trading/credentials` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/credentials`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-fc4028ec9afe513f", "name": "Dangling fetch: GET /api/kalshi/portfolio (trading/app/(trading)/settings/page.tsx:108)", "shortDescription": {"text": "Dangling fetch: GET /api/kalshi/portfolio (trading/app/(trading)/settings/page.tsx:108)"}, "fullDescription": {"text": "`trading/app/(trading)/settings/page.tsx:108` calls `GET /api/kalshi/portfolio` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kalshi/portfolio`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-869abf7a01da3a03", "name": "Dangling fetch: GET /api/kalshi/markets?${params} (trading/app/(trading)/markets/page.tsx:41)", "shortDescription": {"text": "Dangling fetch: GET /api/kalshi/markets?${params} (trading/app/(trading)/markets/page.tsx:41)"}, "fullDescription": {"text": "`trading/app/(trading)/markets/page.tsx:41` calls `GET /api/kalshi/markets?${params}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kalshi/markets`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-84c7c30aabf061d8", "name": "Dangling fetch: GET /api/trading/watchlist (trading/app/(trading)/markets/page.tsx:54)", "shortDescription": {"text": "Dangling fetch: GET /api/trading/watchlist (trading/app/(trading)/markets/page.tsx:54)"}, "fullDescription": {"text": "`trading/app/(trading)/markets/page.tsx:54` calls `GET /api/trading/watchlist` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/watchlist`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-37d3fe332bcd9442", "name": "Dangling fetch: DELETE /api/trading/watchlist?marketTicker=${ticker} (trading/app/(trading)/markets/page.tsx:74)", "shortDescription": {"text": "Dangling fetch: DELETE /api/trading/watchlist?marketTicker=${ticker} (trading/app/(trading)/markets/page.tsx:74)"}, "fullDescription": {"text": "`trading/app/(trading)/markets/page.tsx:74` calls `DELETE /api/trading/watchlist?marketTicker=${ticker}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/watchlist`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-786917b28405cb88", "name": "Dangling fetch: POST /api/trading/watchlist (trading/app/(trading)/markets/page.tsx:83)", "shortDescription": {"text": "Dangling fetch: POST /api/trading/watchlist (trading/app/(trading)/markets/page.tsx:83)"}, "fullDescription": {"text": "`trading/app/(trading)/markets/page.tsx:83` calls `POST /api/trading/watchlist` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/watchlist`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-2d9c8229f549ba36", "name": "Dangling fetch: GET /api/kalshi/markets/${ticker} (trading/app/(trading)/markets/[ticker]/page.tsx:25)", "shortDescription": {"text": "Dangling fetch: GET /api/kalshi/markets/${ticker} (trading/app/(trading)/markets/[ticker]/page.tsx:25)"}, "fullDescription": {"text": "`trading/app/(trading)/markets/[ticker]/page.tsx:25` calls `GET /api/kalshi/markets/${ticker}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kalshi/markets/
`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-ae53276a726b7b24", "name": "Dangling fetch: GET /api/kalshi/portfolio (trading/app/(trading)/markets/[ticker]/page.tsx:26)", "shortDescription": {"text": "Dangling fetch: GET /api/kalshi/portfolio (trading/app/(trading)/markets/[ticker]/page.tsx:26)"}, "fullDescription": {"text": "`trading/app/(trading)/markets/[ticker]/page.tsx:26` calls `GET /api/kalshi/portfolio` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kalshi/portfolio`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-f29c0771b9551afa", "name": "Dangling fetch: GET /api/kalshi/portfolio (trading/app/(trading)/portfolio/page.tsx:33)", "shortDescription": {"text": "Dangling fetch: GET /api/kalshi/portfolio (trading/app/(trading)/portfolio/page.tsx:33)"}, "fullDescription": {"text": "`trading/app/(trading)/portfolio/page.tsx:33` calls `GET /api/kalshi/portfolio` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kalshi/portfolio`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-cda94f13ed630063", "name": "Dangling fetch: GET /api/trading/brain (trading/app/(trading)/brain/page.tsx:98)", "shortDescription": {"text": "Dangling fetch: GET /api/trading/brain (trading/app/(trading)/brain/page.tsx:98)"}, "fullDescription": {"text": "`trading/app/(trading)/brain/page.tsx:98` calls `GET /api/trading/brain` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/brain`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-9005572ec5d4658b", "name": "Dangling fetch: GET /api/trading/brain/history (trading/app/(trading)/brain/page.tsx:99)", "shortDescription": {"text": "Dangling fetch: GET /api/trading/brain/history (trading/app/(trading)/brain/page.tsx:99)"}, "fullDescription": {"text": "`trading/app/(trading)/brain/page.tsx:99` calls `GET /api/trading/brain/history` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/brain/history`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-5d10b9078e807a08", "name": "Dangling fetch: POST /api/trading/brain (trading/app/(trading)/brain/page.tsx:136)", "shortDescription": {"text": "Dangling fetch: POST /api/trading/brain (trading/app/(trading)/brain/page.tsx:136)"}, "fullDescription": {"text": "`trading/app/(trading)/brain/page.tsx:136` calls `POST /api/trading/brain` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/brain`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-ba91e9a6089d05fd", "name": "Dangling fetch: POST /api/trading/brain (trading/app/(trading)/brain/page.tsx:141)", "shortDescription": {"text": "Dangling fetch: POST /api/trading/brain (trading/app/(trading)/brain/page.tsx:141)"}, "fullDescription": {"text": "`trading/app/(trading)/brain/page.tsx:141` calls `POST /api/trading/brain` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/brain`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-c629bf581586de62", "name": "Dangling fetch: POST /api/trading/brain (trading/app/(trading)/brain/page.tsx:162)", "shortDescription": {"text": "Dangling fetch: POST /api/trading/brain (trading/app/(trading)/brain/page.tsx:162)"}, "fullDescription": {"text": "`trading/app/(trading)/brain/page.tsx:162` calls `POST /api/trading/brain` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/trading/brain`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-4756b4c4da7d2088", "name": "Unused endpoint: GET /api/health", "shortDescription": {"text": "Unused endpoint: GET /api/health"}, "fullDescription": {"text": "`storyengine/backend/main.py` declares `GET /api/health` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3d323ee696489a6e", "name": "Unused endpoint: GET /api/health/detailed", "shortDescription": {"text": "Unused endpoint: GET /api/health/detailed"}, "fullDescription": {"text": "`storyengine/backend/main.py` declares `GET /api/health/detailed` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-959e83c0a87139d8", "name": "Unused endpoint: GET /current", "shortDescription": {"text": "Unused endpoint: GET /current"}, "fullDescription": {"text": "`storyengine/backend/routes/projects.py` declares `GET /current` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-67cfb3f27363d6ba", "name": "Unused endpoint: PUT /current", "shortDescription": {"text": "Unused endpoint: PUT /current"}, "fullDescription": {"text": "`storyengine/backend/routes/projects.py` declares `PUT /current` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0449e12715dfcf83", "name": "Unused endpoint: GET /channel-profile", "shortDescription": {"text": "Unused endpoint: GET /channel-profile"}, "fullDescription": {"text": "`storyengine/backend/routes/projects.py` declares `GET /channel-profile` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5baa8971ebe192a1", "name": "Unused endpoint: GET /", "shortDescription": {"text": "Unused endpoint: GET /"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7a009b1a56794f45", "name": "Unused endpoint: POST /", "shortDescription": {"text": "Unused endpoint: POST /"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-234788ecd627ad84", "name": "Unused endpoint: GET /{video_id}", "shortDescription": {"text": "Unused endpoint: GET /{video_id}"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ddbe5f36a62d6594", "name": "Unused endpoint: PATCH /{video_id}", "shortDescription": {"text": "Unused endpoint: PATCH /{video_id}"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `PATCH /{video_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-570dfdf8cdab652d", "name": "Unused endpoint: PATCH /{video_id}/advance", "shortDescription": {"text": "Unused endpoint: PATCH /{video_id}/advance"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `PATCH /{video_id}/advance` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0b5e906871946096", "name": "Unused endpoint: PATCH /{video_id}/reject", "shortDescription": {"text": "Unused endpoint: PATCH /{video_id}/reject"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `PATCH /{video_id}/reject` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0c17cf5d27dc68a1", "name": "Unused endpoint: DELETE /{video_id}", "shortDescription": {"text": "Unused endpoint: DELETE /{video_id}"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `DELETE /{video_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8a0230ea0dab39c7", "name": "Unused endpoint: GET /{video_id}/assets", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/assets"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}/assets` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a85dea431682fc61", "name": "Unused endpoint: GET /{video_id}/assets/variants", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/assets/variants"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}/assets/variants` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-fed24c5f4424a3b5", "name": "Unused endpoint: GET /{video_id}/script", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/script"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}/script` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-328d508d84d55fa1", "name": "Unused endpoint: POST /{video_id}/audio-token", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/audio-token"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/audio-token` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e6babbad768ea76e", "name": "Unused endpoint: GET /{video_id}/audio/{scene}", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/audio/{scene}"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}/audio/{scene}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ef837ae1d286c21a", "name": "Unused endpoint: PATCH /{video_id}/styles", "shortDescription": {"text": "Unused endpoint: PATCH /{video_id}/styles"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `PATCH /{video_id}/styles` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2d73f4548fe206ca", "name": "Unused endpoint: POST /{video_id}/accept-suggestion", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/accept-suggestion"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/accept-suggestion` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6bdc2bce02d41848", "name": "Unused endpoint: POST /{video_id}/reject-suggestion", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/reject-suggestion"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/reject-suggestion` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a5b71ff5e6ab7ca2", "name": "Unused endpoint: PATCH /{video_id}/scenes/{scene}/text", "shortDescription": {"text": "Unused endpoint: PATCH /{video_id}/scenes/{scene}/text"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `PATCH /{video_id}/scenes/{scene}/text` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-477422701218bf20", "name": "Unused endpoint: PATCH /{video_id}/scenes/{scene}/tone", "shortDescription": {"text": "Unused endpoint: PATCH /{video_id}/scenes/{scene}/tone"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `PATCH /{video_id}/scenes/{scene}/tone` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1fb153cc0fd40c67", "name": "Unused endpoint: GET /{video_id}/scenes/{scene}/segments", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/scenes/{scene}/segments"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}/scenes/{scene}/segments` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0cda1f8e6c6d6479", "name": "Unused endpoint: PUT /{video_id}/scenes/{scene}/segments", "shortDescription": {"text": "Unused endpoint: PUT /{video_id}/scenes/{scene}/segments"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `PUT /{video_id}/scenes/{scene}/segments` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b6cc91f84de712f5", "name": "Unused endpoint: PATCH /{video_id}/storyboard-mode", "shortDescription": {"text": "Unused endpoint: PATCH /{video_id}/storyboard-mode"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `PATCH /{video_id}/storyboard-mode` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6028b88f1483d60a", "name": "Unused endpoint: POST /{video_id}/lock-story", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/lock-story"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/lock-story` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1ecae395c90c9e35", "name": "Unused endpoint: POST /{video_id}/unlock-story", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/unlock-story"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/unlock-story` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-81091efa6562fff9", "name": "Unused endpoint: DELETE /{video_id}/storyboards", "shortDescription": {"text": "Unused endpoint: DELETE /{video_id}/storyboards"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `DELETE /{video_id}/storyboards` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-df40f04c9c5d80b7", "name": "Unused endpoint: DELETE /{video_id}/storyboards/{scene}", "shortDescription": {"text": "Unused endpoint: DELETE /{video_id}/storyboards/{scene}"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `DELETE /{video_id}/storyboards/{scene}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7d2639bc4ec85008", "name": "Unused endpoint: DELETE /{video_id}/storyboards/{scene}/{beat}", "shortDescription": {"text": "Unused endpoint: DELETE /{video_id}/storyboards/{scene}/{beat}"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `DELETE /{video_id}/storyboards/{scene}/{beat}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-70c0a6c0a8fb8252", "name": "Unused endpoint: DELETE /{video_id}/extracted-panels", "shortDescription": {"text": "Unused endpoint: DELETE /{video_id}/extracted-panels"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `DELETE /{video_id}/extracted-panels` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-94e79d00b7684ffd", "name": "Unused endpoint: DELETE /{video_id}/extracted-panels/{asset_id}", "shortDescription": {"text": "Unused endpoint: DELETE /{video_id}/extracted-panels/{asset_id}"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `DELETE /{video_id}/extracted-panels/{asset_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-22337b07de3e53a5", "name": "Unused endpoint: POST /{video_id}/storyboard-grid-upload", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/storyboard-grid-upload"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/storyboard-grid-upload` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ca07aab137760c58", "name": "Unused endpoint: POST /{video_id}/script/tag-dialogue", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/script/tag-dialogue"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/script/tag-dialogue` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-23915c78584481b9", "name": "Unused endpoint: GET /{video_id}/dialogue-map", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/dialogue-map"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}/dialogue-map` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-811808d117b42da4", "name": "Unused endpoint: DELETE /{video_id}/clips/{asset_id}", "shortDescription": {"text": "Unused endpoint: DELETE /{video_id}/clips/{asset_id}"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `DELETE /{video_id}/clips/{asset_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4edabb53bf42226f", "name": "Unused endpoint: POST /{video_id}/assets/{asset_id}/recrop", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/assets/{asset_id}/recrop"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/assets/{asset_id}/recrop` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5ce48867f1289980", "name": "Unused endpoint: POST /{video_id}/assets/{asset_id}/fix-text", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/assets/{asset_id}/fix-text"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/assets/{asset_id}/fix-text` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-086fcc9b1fdd465d", "name": "Unused endpoint: GET /defaults/video-motion-prompt", "shortDescription": {"text": "Unused endpoint: GET /defaults/video-motion-prompt"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /defaults/video-motion-prompt` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-41f008d5fc740016", "name": "Unused endpoint: GET /defaults/script-prompt", "shortDescription": {"text": "Unused endpoint: GET /defaults/script-prompt"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /defaults/script-prompt` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7a669abfbc0e4c66", "name": "Unused endpoint: GET /defaults/thumbnail-prompt", "shortDescription": {"text": "Unused endpoint: GET /defaults/thumbnail-prompt"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /defaults/thumbnail-prompt` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1c3aee2d5b81f8fe", "name": "Unused endpoint: GET /defaults/sound-curation-prompt", "shortDescription": {"text": "Unused endpoint: GET /defaults/sound-curation-prompt"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /defaults/sound-curation-prompt` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7b6be9276f714425", "name": "Unused endpoint: GET /defaults/sound-generation-prompt", "shortDescription": {"text": "Unused endpoint: GET /defaults/sound-generation-prompt"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /defaults/sound-generation-prompt` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-20b93bc7cd6e515d", "name": "Unused endpoint: GET /defaults/research-prompt", "shortDescription": {"text": "Unused endpoint: GET /defaults/research-prompt"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /defaults/research-prompt` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-71bbbcde54147323", "name": "Unused endpoint: POST /suggest-titles", "shortDescription": {"text": "Unused endpoint: POST /suggest-titles"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /suggest-titles` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0d612846782885c8", "name": "Unused endpoint: GET /{video_id}/export-manifest", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/export-manifest"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}/export-manifest` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c1349d23f04fcd2c", "name": "Unused endpoint: POST /{video_id}/script/push-to-drive", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/script/push-to-drive"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/script/push-to-drive` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-353ab218ee13ecd9", "name": "Unused endpoint: POST /{video_id}/script/sync-from-drive", "shortDescription": {"text": "Unused endpoint: POST /{video_id}/script/sync-from-drive"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `POST /{video_id}/script/sync-from-drive` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-04cec71240fffc84", "name": "Unused endpoint: GET /{video_id}/script/drive-status", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/script/drive-status"}, "fullDescription": {"text": "`storyengine/backend/routes/videos.py` declares `GET /{video_id}/script/drive-status` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e0abad928640caed", "name": "Unused endpoint: GET /{video_id}/characters", "shortDescription": {"text": "Unused endpoint: GET /{video_id}/characters"}, "fullDescription": {"text": "`storyengine/backend/routes/characters.py` declares `GET /{video_id}/characters` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/22188"}, "properties": {"repository": "vibecoder10/economy-fastforward", "repoUrl": "https://github.com/vibecoder10/economy-fastforward", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431033, "scanner": "foundry_dataset", "fingerprint": "ab9d90b0b1f7ebf360322525332e74002d4eac88d054a405cdf7ce56d16c69ce", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"agent_instruction_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#56", "issue_number": "56", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-aa77ebeafde0871f", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#56\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#56\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#56\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 56\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-a231985599d27149", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431032, "scanner": "foundry_dataset", "fingerprint": "0646a1824b7774960dab0e558e6a6883b55a127f31977cb324c21ab17e349884", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_or_backend": 1, "docs_or_claims": 1, "source_or_other": 1, "deployment_env_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#456", "issue_number": "456", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-dc7166d349527a45", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"api_or_backend": 4, "docs_or_claims": 4, "source_or_other": 4}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#456\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#456\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#456\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 456\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 20\nNode types: {'pr_file': 3, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'chain_has_link_quality': 3, 'issue_chain_touches_file': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'source_or_other': 1, 'docs_or_claims': 1, 'api_or_backend': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7d3dca6c69f42b3e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431031, "scanner": "foundry_dataset", "fingerprint": "5a1a2db58eb3d782cde4eb1e8b9790524eb11fac604c1d8ddf7d8df1bd97ed28", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"docs_or_claims": 2, "source_or_other": 1, "security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#453", "issue_number": "453", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-665d107b5fd7ff31", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 4}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#453\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#453\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#453\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 453\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 20\nNode types: {'pr_file': 3, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'chain_has_link_quality': 3, 'issue_chain_touches_file': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'docs_or_claims': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'source_or_other': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e52048e1b567b1c5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431030, "scanner": "foundry_dataset", "fingerprint": "7e546516a6b5dfeb3828078abc359b5e9655e2e56d15582b2abc964f1b2ec79a", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"docs_or_claims": 2, "source_or_other": 5, "agent_instruction_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 7, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 7, "thread_has_comment_chain": 1, "comment_chain_touches_file": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 16, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 7, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#452", "issue_number": "452", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-90f26cecfe7eab26", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 20}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#452\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#452\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#452\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 452\nGraph consistency label: needs_more_evidence\nNodes: 16\nEdges: 32\nNode types: {'pr_file': 7, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 7, 'comment_chain_touches_file': 7, 'issue_chain_touches_file': 7, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'source_or_other': 5, 'not_resolved_or_not_observed': 3, 'docs_or_claims': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-b199c6a7fa7ae731", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431029, "scanner": "foundry_dataset", "fingerprint": "226ceed321aaa3e9d3ac8a8a11a5d5c37160904a01d1a9ece96404920b7669bc", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#451", "issue_number": "451", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-22822d036c34ba01", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#451\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#451\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#451\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 451\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-8fcdb33b41bf2db3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431028, "scanner": "foundry_dataset", "fingerprint": "c4832d5134a128aa6173e7b3a8da6ce9cf8a1e23ce0d8d6d02eb0aa666c1d33c", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"ui_workflow_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#449", "issue_number": "449", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1e17b98ffdb69e16", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#449\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#449\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#449\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 449\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-66589655d636e77e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431027, "scanner": "foundry_dataset", "fingerprint": "e631437cd833c268274063a69761582be927a43d3d9867ba41a68f65f5636099", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 2, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#448", "issue_number": "448", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-459d00d2a3ed3bdf", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#448\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#448\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#448\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 448\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 25\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'human_reported_issue_no_linked_fix': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'ambiguous_needs_more_evidence': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d0d90854bc45dba0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431026, "scanner": "foundry_dataset", "fingerprint": "845e15ddd4481c1a7d1ca4ddb6d825e6f8a425a888416aa597cff77329e06fdb", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#447", "issue_number": "447", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-c7f5b264a5dd4d71", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#447\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#447\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#447\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 447\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-8fd2288bf7a54299", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431025, "scanner": "foundry_dataset", "fingerprint": "e70f3cf7f91f87344142faaa4b0e73fd0c70ba415d2a8e7a7cb1c894ad875c68", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#446", "issue_number": "446", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-8e69500c8beb552f", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#446\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#446\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#446\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 446\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-97be7dd91b04d127", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431024, "scanner": "foundry_dataset", "fingerprint": "396a03366c95b14fd922db2c7bb5e33f3631041f6e74c7f5fb4273c8bc6cc735", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#445", "issue_number": "445", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-34f2bbf2768d7f5d", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#445\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#445\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#445\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 445\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-ea2325fb00d4b6a0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431023, "scanner": "foundry_dataset", "fingerprint": "0c72bceb3cc1b9325fe8d0b878deee832b9d03aa9ef489c8a4f36ed8b5886737", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#444", "issue_number": "444", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ba86a9415c265703", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#444\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#444\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#444\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 444\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-b0605ae148354ac9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431022, "scanner": "foundry_dataset", "fingerprint": "fc8595b54296923b935c950f20fb23f629bb4d4f3a8d3259abdbf84b04b0ca0e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#443", "issue_number": "443", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b5c6e9a3727dddc1", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#443\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#443\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#443\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 443\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-b6c14d8b5b35813d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431021, "scanner": "foundry_dataset", "fingerprint": "e51169e4d0b0235edce07e8680db1a7cc8ef3334736f8c8b7ab8131ac3d79dda", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#437", "issue_number": "437", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-6ac1e0faef9ce2df", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#437\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#437\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#437\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 437\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-57314f1005195a69", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431020, "scanner": "foundry_dataset", "fingerprint": "04dbbb21071606474aa170932a76509e2e4f75d8660652bd7c870ba16f9b9870", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#434", "issue_number": "434", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-17188e189e96dfe5", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#434\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#434\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#434\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 434\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2316af28c52d179e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431019, "scanner": "foundry_dataset", "fingerprint": "1471856f170f66bf413e930eaaee5d0f4697ef164acfda357c29c20de02db294", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#428", "issue_number": "428", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-284ea6675afdef51", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#428\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#428\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#428\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 428\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d56192711f6bf0d5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431018, "scanner": "foundry_dataset", "fingerprint": "c8be4e7e3fba38c54ece0353b4a3d26e342b70c3c4e2f3e696d80a4ac75d8cf3", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#427", "issue_number": "427", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-91651be8bb36205e", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#427\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#427\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#427\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 427\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-32c6d6f0cbdb67cf", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431017, "scanner": "foundry_dataset", "fingerprint": "91158787a9c3a123ba20b306230018fd43a118e4c538202ab746614cdf41438f", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#425", "issue_number": "425", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7eba620212fb98b8", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#425\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#425\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#425\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 425\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e1e6045b28631113", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431016, "scanner": "foundry_dataset", "fingerprint": "6df1b5bf282ea4524d7707d1374a2d540368fecd3179103fa8cfc2aa0995bf2d", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#424", "issue_number": "424", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-07d58e39301cc326", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#424\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#424\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#424\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 424\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-f5e5047f88ee7fc1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431015, "scanner": "foundry_dataset", "fingerprint": "39f5cfcdc45fe3754398341f127f38dac8ae5bdf6a82b5ccd9d07da6fbee1f47", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"mock_placeholder": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#422", "issue_number": "422", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-6544efabb20fed38", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#422\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#422\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#422\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 422\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-9c14f50bb4cca7c6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431014, "scanner": "foundry_dataset", "fingerprint": "c5e39340858eed6fd89ccab8c960f339652972e7f01c29b61b9b5f0534014d58", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#421", "issue_number": "421", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ef1d967cb916d1bc", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#421\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#421\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#421\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 421\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-976ba9566901578f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431013, "scanner": "foundry_dataset", "fingerprint": "c7dcbe07b63e00dc5d6f7ebe3ebe44765d08be686fd20c7b431868e6e2077d57", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#418", "issue_number": "418", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f80117bb8832a94d", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#418\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#418\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#418\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 418\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-c0717cad1963ca35", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431012, "scanner": "foundry_dataset", "fingerprint": "217f7285593fcf629c3bfbf55541f62e0e1ba4d133ac9f7a4e2a046e1dddc079", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#417", "issue_number": "417", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ba36ccc4951f6d6f", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#417\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#417\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#417\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 417\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-68fad0f6b7031c27", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431011, "scanner": "foundry_dataset", "fingerprint": "3eab6324ea6cf6bcd0db5d8e7eced3a5f12a7e5df723ff7ab2b3f6f27b1ec280", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"runtime_failure": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#416", "issue_number": "416", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-bb75590f9e1a728d", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#416\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#416\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#416\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 416\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2e77f93ccfc8bbab", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431010, "scanner": "foundry_dataset", "fingerprint": "94dd99f0535f6744ea04f9d20cf7571fad1ebfacf233771a0775acc04c3a0dae", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#415", "issue_number": "415", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-a103fad5edbd8354", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#415\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#415\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#415\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 415\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-a0b3ff65f60f61a2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431009, "scanner": "foundry_dataset", "fingerprint": "246b3da9274817d82a069f5df877ed84a34067ccbaee06b61f6cd3fb6f75b5ba", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#410", "issue_number": "410", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ef123ff5e5ea7358", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#410\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#410\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#410\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 410\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-4273e1462f419f90", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431008, "scanner": "foundry_dataset", "fingerprint": "90f8e2a77cecfd38d05e6e96517982982a6f3213dc34f39f284834cc12693216", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mock_placeholder": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#407", "issue_number": "407", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-10cdd75699c3037c", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#407\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#407\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#407\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 407\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 5, 'commit': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 5, 'comment_chain_links_commit': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7b3ebde57a8f13f4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431007, "scanner": "foundry_dataset", "fingerprint": "0c5f9c4cfaa38172e72e56378e0e50bf87b8e1be4a37aaa880dd5b40eb5f4585", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#405", "issue_number": "405", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fbe7e7f8d7f2c3d2", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#405\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#405\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#405\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 405\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-3723166b3117c6b4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431006, "scanner": "foundry_dataset", "fingerprint": "474d50dbb40114efc545af66b18c1bd60a438866a5e10a59c9a66c506d8e40bb", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#404", "issue_number": "404", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-748f5bb245ccbdc5", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#404\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#404\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#404\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 404\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-9e84bf3d2f008dad", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431005, "scanner": "foundry_dataset", "fingerprint": "a42af9e24e6d072c72d07621cef8fc04dab889a5d0eb7713aba4e9a1e1e250be", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#403", "issue_number": "403", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-93fcae612db5f156", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#403\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#403\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#403\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 403\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-6cfca9cb73f57279", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431004, "scanner": "foundry_dataset", "fingerprint": "163c33b96ebe2dd9491441a806a1ff44eb2a853b134b91c56e8754c538399fb8", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"mock_placeholder": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#401", "issue_number": "401", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-365c1be4168269a5", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#401\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#401\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#401\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 401\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e007d54be7344360", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431003, "scanner": "foundry_dataset", "fingerprint": "e7ee4b3ebadc22401e554e046e5b31a4da301bb33fb9a39f88acc386cd89fdcb", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"mock_placeholder": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#399", "issue_number": "399", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-0eff60b0850a3e19", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#399\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#399\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#399\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 399\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-9006f227bdf33316", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431002, "scanner": "foundry_dataset", "fingerprint": "457e5175d8357f8beb85959406c3fd0d4030f7088ac6635926821a6b53d207fe", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#394", "issue_number": "394", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3a2bc6752bb9609e", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#394\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#394\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#394\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 394\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e20b0f984627be9f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431001, "scanner": "foundry_dataset", "fingerprint": "b26b4a393d17b38e0b836dd01c940fec360ef7336db68a448dc27ad45d051662", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#393", "issue_number": "393", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-74fc698d295cfd85", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#393\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#393\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#393\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 393\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7b0a805e73f032e8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 431000, "scanner": "foundry_dataset", "fingerprint": "8d3c2efedd513cef4964ff0a2560030d4f94ef5efaa0134586c8f7fba94b2761", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"mock_placeholder": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#387", "issue_number": "387", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2d54696a932a66ae", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#387\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#387\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#387\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 387\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-74e5845bdb5a3af2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430999, "scanner": "foundry_dataset", "fingerprint": "5c78cb5de80b62137495e839b225d24ccdb3b6e465c3a018a700fd608ac32232", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 2, "api_or_backend": 1, "source_or_other": 3, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 22, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "pr_file": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#383", "issue_number": "383", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-5d61351b952bf6ef", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"api_or_backend": 5, "source_or_other": 15}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#383\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#383\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#383\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 383\nGraph consistency label: weak_supervision_needs_review\nNodes: 22\nEdges: 41\nNode types: {'link_quality': 6, 'pr_file': 4, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 8, 'chain_has_link_quality': 6, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'api_or_backend': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-0c77fe07b8324003", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430998, "scanner": "foundry_dataset", "fingerprint": "ac26e1e000ba5db0d35d9cbad30425bdaa42f4692fc42be02643dbb8a56b2f0a", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"runtime_failure": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#374", "issue_number": "374", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b7e6497c5ce952eb", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#374\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#374\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#374\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 374\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-09345f2bffdff2fd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430997, "scanner": "foundry_dataset", "fingerprint": "e95eebdf465918ff6012a4aa5e7b06f74ac78bb6109ff08feb5bc744d3425725", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#373", "issue_number": "373", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-a89db615b4dcde22", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#373\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#373\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#373\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 373\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2ff736b587a5288e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430996, "scanner": "foundry_dataset", "fingerprint": "7a738a68bc6e84afbb8bb39304732b6745dcc5cee2b0b0dbf427f6b436bdaf85", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#371", "issue_number": "371", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-db11746558373081", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#371\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#371\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#371\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 371\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-9711d89b86d52132", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430995, "scanner": "foundry_dataset", "fingerprint": "a13cc5e57170458a46efd880e2e024d45a1ddb249383fc40689d4527ca0f9d45", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#370", "issue_number": "370", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9bc958fd6b209cf3", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#370\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#370\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#370\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 370\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-bf239f794301d3a2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430994, "scanner": "foundry_dataset", "fingerprint": "6a043f75e02efaf6699c0e5a37c7d1a2411d1095f3dcd32040207b31b228b78e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#369", "issue_number": "369", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4dce94047ae17664", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#369\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#369\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#369\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 369\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-9793010fce2a3bc9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430993, "scanner": "foundry_dataset", "fingerprint": "155fda799b3fc3aa60bd12d54e80c22db02ef0b890634e12f0de88b4d2e75789", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"ui_workflow_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#368", "issue_number": "368", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ba4b8390ac72d4d2", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#368\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#368\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#368\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 368\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-8c28e9c52905bf23", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430992, "scanner": "foundry_dataset", "fingerprint": "20e487378e30ed6af7d0b2d035ee50ac4f006223ae8240d7926046799aa7687a", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#367", "issue_number": "367", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e088fdbd37090e2b", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#367\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#367\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#367\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 367\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-42fd3fd1e8886d04", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430991, "scanner": "foundry_dataset", "fingerprint": "034c6f7d4aa64635df9b2a96540273dd247449b553ab1fe81a7d1311c2eab155", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#366", "issue_number": "366", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4cad13e1cf0d1d70", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#366\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#366\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#366\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 366\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-59ac39e69b3030e6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430990, "scanner": "foundry_dataset", "fingerprint": "1048948a471da4e1105a2710517200974d1da84bc0366cd32d5a4c9d10bec73e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"docs_or_claims": 1, "api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#365", "issue_number": "365", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-021a4f545c22c33b", "graph_gold_label": "assumption_check", "changed_file_labels": {"docs_or_claims": 4}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#365\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#365\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#365\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 365\nGraph consistency label: assumption_check\nNodes: 13\nEdges: 18\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-fc54d795fbc0ceb9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430989, "scanner": "foundry_dataset", "fingerprint": "0179b9b25456135fc09396d92a0fbcc97f760e4deff985d21cd230a3d5e778dc", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#364", "issue_number": "364", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-68aac8f6c7ee9223", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#364\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#364\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#364\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 364\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-74d1df4e7a1ec871", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430988, "scanner": "foundry_dataset", "fingerprint": "080c6e5875a9ae194c242ddbda8944cfafbfa8b5a5d284ff85701ec1925d21f5", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"mock_placeholder": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#363", "issue_number": "363", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-37eeeeb4a8d1228d", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#363\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#363\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#363\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 363\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-1ae1cef396fd8b02", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430987, "scanner": "foundry_dataset", "fingerprint": "4019d3a5e4d06f756942bba8ba89e78a51ca4cf48066eb4cc4ebbb0fba1d21e8", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#320", "issue_number": "320", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-788ec58cf421b838", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#320\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#320\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#320\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 320\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-ef185813da67d332", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430986, "scanner": "foundry_dataset", "fingerprint": "f2dea97eb4088b8ecbe3972126e1c9eff521b5975a50943346438378863527ed", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#319", "issue_number": "319", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-03e8ff06f920700f", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#319\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#319\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#319\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 319\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-cdffd83d7b768e86", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430985, "scanner": "foundry_dataset", "fingerprint": "a8b87c0ec88ed8d11cf9419008677b09a4fdfcd42351141e6fc366b2d360fe49", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"agent_instruction_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#317", "issue_number": "317", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3a2e4a688d6ab85a", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#317\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#317\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#317\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 317\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-6843c16fc724cdfb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430984, "scanner": "foundry_dataset", "fingerprint": "82b08a5c9c4e292b7dfec95359a790cc369103e60550486ff0738716747a7807", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"agent_instruction_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#312", "issue_number": "312", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-c7d3600901957eec", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#312\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#312\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#312\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 312\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-410b23e8c1b7e681", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430983, "scanner": "foundry_dataset", "fingerprint": "57a2703c87c0f8ab9b2eee5867abfb98ec802c6950582d9cf3eb4cbac4f116b8", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#221", "issue_number": "221", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-24c5c04982026047", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#221\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#221\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#221\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 221\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-bfbf04b2116cd2d5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430982, "scanner": "foundry_dataset", "fingerprint": "dae79cf3f2fe1021b30c4fe7d7f22d3ae6c7a557fa57dcc05a046f6a0305057e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#212", "issue_number": "212", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-baf6b6ddcdfff08c", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#212\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#212\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#212\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 212\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-4092375998fc334f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430981, "scanner": "foundry_dataset", "fingerprint": "17576e0b730e80b552b450d5aaf39b9fe0ca5f3f6eb2bac3cbfc626b0d434363", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#132", "issue_number": "132", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f8c6fe8fd3efec26", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#132\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#132\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#132\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 132\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-6176bd10a6309824", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 430980, "scanner": "foundry_dataset", "fingerprint": "bb96d62fef25491995bc4346aebc1b2e2a93c85f7c73f51a695e68cdda749f84", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#10", "issue_number": "10", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f2a36381a9b7faa7", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#10\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#10\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#10\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 10\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-dc5c810b80e6e61d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405046, "scanner": "foundry_dataset", "fingerprint": "8e6e80c2d264cd5ae2d0f648639f73673d0c514f748eca20660052b1d7469751", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"docs_or_claims": 2, "source_or_other": 3, "dependency_or_build": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 6, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 6, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 6, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#454", "issue_number": "454", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a2f686ce44754f9c", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 12, "dependency_or_build": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#454\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#454\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#454\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 454\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 38\nNode types: {'pr_file': 6, 'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 6, 'comment_chain_touches_file': 6, 'issue_chain_touches_file': 6, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'dependency_or_build': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-87ccad454151badd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405045, "scanner": "foundry_dataset", "fingerprint": "74816a53e573381a9ca418a150bb671627f3c1964a8e6b86961887ee099ba976", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#451", "issue_number": "451", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-67aaaf6a8091c188", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#451\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#451\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#451\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 451\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-3be7cbb0dddffac1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405044, "scanner": "foundry_dataset", "fingerprint": "e81e613d892975b8acf19a3f89946a53b44a11af13cf98e393492aaf57821b9b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#450", "issue_number": "450", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d44ab6cca1641166", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#450\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#450\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#450\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 450\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-92fef3aed188526f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405043, "scanner": "foundry_dataset", "fingerprint": "53a0db4b300847321f3f2611e76bffaa0f48c1157ab9c82f50156f8dcb9a2260", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_workflow_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#449", "issue_number": "449", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1e042007c597e5c3", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#449\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#449\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#449\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 449\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2109dc95c70708fc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405042, "scanner": "foundry_dataset", "fingerprint": "9567dd9207222480a7f6fd1e9bbc8bc28e8537108163aaedaf77376ea85d447b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 2, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#448", "issue_number": "448", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-fab38ecf7944b8c8", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#448\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#448\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#448\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 448\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 25\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'human_reported_issue_no_linked_fix': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'ambiguous_needs_more_evidence': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-5090f6cb41d4a4bb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405041, "scanner": "foundry_dataset", "fingerprint": "d72c2b7ec2c5a1133b112f09a82b7ece02cb67acb66c60bdc58c809fe4e2bfd9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#447", "issue_number": "447", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-98d40069bbe75aa3", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#447\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#447\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#447\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 447\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d9210460132f35fa", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405040, "scanner": "foundry_dataset", "fingerprint": "ba7a9932e6935d06b2155059ffeebb7c3bc6425ff6936242dafbc26600dbdb3f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#442", "issue_number": "442", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-612533dc51e45100", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#442\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#442\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#442\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 442\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2cee1dd296e6a997", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405039, "scanner": "foundry_dataset", "fingerprint": "2728553577848f1be37a0ff9309ab2d46007eea43f3649db2a2ef22039328f39", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "test_or_ci": 2, "data_schema": 1, "test_ci_gap": 2, "docs_or_claims": 1, "mock_placeholder": 1, "dependency_or_build": 2, "verification_or_tests": 5, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 59, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "comment_chain_touches_file": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 3, "pr_file": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#441", "issue_number": "441", "quality_tiers": {"assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1aca802343560177", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 12, "docs_or_claims": 6}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#441\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#441\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#441\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 441\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 59\nNode types: {'commit': 12, 'link_quality': 7, 'comment': 3, 'pr_file': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'comment_chain_touches_file': 9, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_touches_file': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'issue_chain_touches_file': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'bug_fix': 4, 'claimed_resolved_with_verification_signal': 4, 'test_ci_gap': 2, 'test_or_ci': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'docs_or_claims': 1, 'human_reported_issue_then_fix_attempt': 1, 'data_schema': 1, 'claimed_resolved_unverified': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-67d03b891e68d4ac", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405038, "scanner": "foundry_dataset", "fingerprint": "b2ca9bd0ea02e43d178a7e0d78ebf1037804f19fa70aa36312b7071be705da69", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "data_schema": 1, "test_ci_gap": 2, "mock_placeholder": 1, "dependency_or_build": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 43, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 31, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#440", "issue_number": "440", "quality_tiers": {"assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bdefbb948611e34f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#440\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#440\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#440\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 440\nGraph consistency label: supported_by_verification_signal\nNodes: 31\nEdges: 43\nNode types: {'commit': 11, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'human_reported_issue_then_fix_attempt': 1, 'data_schema': 1, 'claimed_resolved_unverified': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'claimed_resolved_unverified': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-225bf467466a6d1d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405037, "scanner": "foundry_dataset", "fingerprint": "516566613257cb616f14718b529cbb112be6570f205d7bf19af033ce6b19497e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#439", "issue_number": "439", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-88e7d89c4365fdeb", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#439\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#439\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#439\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 439\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e64419a95e98585a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405036, "scanner": "foundry_dataset", "fingerprint": "ed098952523e31eb275df5406fbcf4300d46426e0544f141f67f1831c276880d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#438", "issue_number": "438", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-34d3e1f07c496a3e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#438\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#438\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#438\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 438\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-f80342dae659b5a3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405035, "scanner": "foundry_dataset", "fingerprint": "4cbc2c2c640b2dd39fbd4d465c4910c01242e0b43874bfec66be6169db5457a6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"data_schema": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#435", "issue_number": "435", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e69860427b8d239f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#435\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#435\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#435\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 435\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-8094523b845f46d1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405034, "scanner": "foundry_dataset", "fingerprint": "5cd358abfcf5a1418904dd44a90b2c1565a7c7caf70dfbcf2e35ec1c26f6f59b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#433", "issue_number": "433", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b6f52f24810bb00f", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#433\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#433\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#433\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 433\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-863679314beb06e9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405033, "scanner": "foundry_dataset", "fingerprint": "c52baf8cc97ad1da27572e404d35e5e5318da245119f4798b5e6029b1a9be739", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#432", "issue_number": "432", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1b3d6b71bb5d9ce9", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#432\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#432\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#432\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 432\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-580b379eb8743a36", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405032, "scanner": "foundry_dataset", "fingerprint": "bc8c55dc08d81a924083f73760c5dc394cfb3e683bc60f2e9558d30451f169b2", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"verification_or_tests": 1, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#431", "issue_number": "431", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d18423509e652a98", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#431\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#431\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#431\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 431\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-f18f63888d830020", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405031, "scanner": "foundry_dataset", "fingerprint": "13c266597ac5b809694216b41b2c8cee2c0252a99ada902ac6dd85b81ae7c4e4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_or_ci": 2, "test_ci_gap": 1, "api_or_backend": 1, "docs_or_claims": 1, "runtime_failure": 2, "source_or_other": 1, "dependency_or_build": 1, "verification_or_tests": 9, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 65, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 5, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "comment_chain_touches_file": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 3, "pr_file": 5, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#430", "issue_number": "430", "quality_tiers": {"assumption_check": 1, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c3158fc6277db350", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 12, "api_or_backend": 6, "docs_or_claims": 6, "source_or_other": 6}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#430\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#430\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#430\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 430\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 65\nNode types: {'commit': 12, 'link_quality': 6, 'pr_file': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'comment_chain_touches_file': 15, 'chain_has_link_quality': 6, 'thread_touches_file': 5, 'issue_chain_touches_file': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'runtime_failure': 2, 'test_or_ci': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'source_or_other': 1, 'docs_or_claims': 1, 'api_or_backend': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-1a81f910a2045570", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405030, "scanner": "foundry_dataset", "fingerprint": "405b1da9eb970cba1a20ed08efce3a263e61677ab1e9206666117052e933cedf", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"runtime_failure": 1, "api_integration_gap": 1, "dependency_or_build": 2, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 27, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 22, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#429", "issue_number": "429", "quality_tiers": {"assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-718de485cc7e315b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#429\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#429\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#429\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 429\nGraph consistency label: supported_by_verification_signal\nNodes: 22\nEdges: 27\nNode types: {'commit': 7, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 7, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'runtime_failure': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d0d891e5858e03d1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405029, "scanner": "foundry_dataset", "fingerprint": "5a525422d9b73c3e5d2cf4753be4ea6519188ab2f494fc31fdc0633defa1c261", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#427", "issue_number": "427", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-13d8ce6ec576bc0b", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#427\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#427\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#427\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 427\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-0b1f713a8d3ef6b7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405028, "scanner": "foundry_dataset", "fingerprint": "486f9e19bf83a764878c717c5105a79817b7a44243a3790895abbaf5d4d88858", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#424", "issue_number": "424", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1fcfccde425ddbb7", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#424\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#424\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#424\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 424\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-c6c761c8694345dc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405027, "scanner": "foundry_dataset", "fingerprint": "9e8f4b7ff4c20a526fcf146c67bc90c1966d7209697717a7adf536aa3aedffdd", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#423", "issue_number": "423", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b48303d1074eb7be", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#423\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#423\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#423\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 423\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-a831f8bba5ad3881", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405026, "scanner": "foundry_dataset", "fingerprint": "7353a440e3b6fbb51d25858128d7540d99f676d8c82c98d6f310d071ec6c5f74", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#420", "issue_number": "420", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a209d4ffb11a0762", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#420\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#420\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#420\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 420\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d691f8415e06752d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405025, "scanner": "foundry_dataset", "fingerprint": "07af251fd3c1c3289ec9d2cd81750e9981efa1951ff773f362428685449ef3f9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "test_or_ci": 1, "data_schema": 1, "test_ci_gap": 2, "ui_or_frontend": 1, "source_or_other": 1, "mock_placeholder": 1, "dependency_or_build": 3, "verification_or_tests": 5, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 61, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 3, "comment_chain_links_commit": 12, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 3, "pr_file": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#419", "issue_number": "419", "quality_tiers": {"assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0496284c843e3ff2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 6, "ui_or_frontend": 6, "source_or_other": 6, "dependency_or_build": 6}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#419\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#419\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#419\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 419\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 61\nNode types: {'commit': 11, 'link_quality': 7, 'pr_file': 4, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 12, 'comment_chain_touches_file': 12, 'chain_has_link_quality': 7, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'claimed_resolved_with_verification_signal': 4, 'dependency_or_build': 3, 'bug_fix': 3, 'test_ci_gap': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'source_or_other': 1, 'ui_or_frontend': 1, 'test_or_ci': 1, 'human_reported_issue_then_fix_attempt': 1, 'data_schema': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-9701a373b15dbc8f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405024, "scanner": "foundry_dataset", "fingerprint": "069de4503022e6ba7a82dd1ff591c448c29ebe1b5a821027a546242724e89029", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#418", "issue_number": "418", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f3c3a015a2885bda", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#418\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#418\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#418\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 418\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e79643f72b37efb2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405023, "scanner": "foundry_dataset", "fingerprint": "7c10f1f8731e746e3c0bcf515952d6766e152c3abee7ffd092a66c803a6c5ea4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#417", "issue_number": "417", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-297a8a338962e847", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#417\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#417\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#417\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 417\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-62b2ef075e2d0e51", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405022, "scanner": "foundry_dataset", "fingerprint": "8d691c78698f29e2d8c7c8f5d43e9cfdb6d052fcc4e0d946d802ab2e03bad225", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#415", "issue_number": "415", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1e1895ebc9eb0aa6", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#415\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#415\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#415\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 415\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-f3093040cc7ed1b1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405021, "scanner": "foundry_dataset", "fingerprint": "6e77f7377eafcd93aeea5d76985cb0caaec5c82e977b93dec07388de574dd328", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#413", "issue_number": "413", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3c66c28f8dbe0ec3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#413\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#413\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#413\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 413\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d8b9090d704f3c99", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405020, "scanner": "foundry_dataset", "fingerprint": "4a34de0997f0ba607b3ccdf00ae14e473596778c71f323cfe892835ff688dc7d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#412", "issue_number": "412", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-af1717c9d7cfe9ef", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#412\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#412\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#412\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 412\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-c039df8359d01dc7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405019, "scanner": "foundry_dataset", "fingerprint": "08205c292e7df0c6e733f260307cf2648cb443d1a47011d9242fe7c3ca45fd5b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"data_schema": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#411", "issue_number": "411", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a2920f86d211365d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#411\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#411\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#411\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 411\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-82969b64ff53489d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405018, "scanner": "foundry_dataset", "fingerprint": "6b6bbaf77895aedb18871ecf6b6dc26ea3396c33f2dc60e4fa17871fa21af7e9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mock_placeholder": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#407", "issue_number": "407", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e14713f4f7e06fe2", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#407\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#407\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#407\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 407\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 5, 'commit': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 5, 'comment_chain_links_commit': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-4fa2752af20daf6c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405017, "scanner": "foundry_dataset", "fingerprint": "525d08907fddadeb710eb3ffea483985d84370492a4f9182ae9f3e5aec95e576", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#406", "issue_number": "406", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cb04c34937a80d38", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#406\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#406\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#406\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 406\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2c0af9cbfab5f7c3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405016, "scanner": "foundry_dataset", "fingerprint": "ed195ddf82ee499d087ad5cdbcedee3c07150348b60e56188421630954aca0bc", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#405", "issue_number": "405", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-651501dd0bf7cb48", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#405\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#405\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#405\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 405\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d9ae5048304c0033", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405015, "scanner": "foundry_dataset", "fingerprint": "4d550a685907cf02b44d54d83184d956334fdac1d44d989ee3278f08d1313978", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#404", "issue_number": "404", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-62a05a45027ca140", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#404\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#404\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#404\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 404\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-07430db7991722b2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405014, "scanner": "foundry_dataset", "fingerprint": "349d4855107ed56916d32fae16bd0d43d66ec727bca982db66b972518e49db2d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#403", "issue_number": "403", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c68c06e417392ea2", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#403\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#403\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#403\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 403\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-eaefe441d6b0308c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405013, "scanner": "foundry_dataset", "fingerprint": "f149be43d16311ecfb07084063ff99286326b5d064026f40a7a596b8fab070fa", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#402", "issue_number": "402", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-59c129ecadf85d41", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#402\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#402\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#402\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 402\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-a64bb0c674052efc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405012, "scanner": "foundry_dataset", "fingerprint": "e0e486c0e7cbcf0b2c944332f8dffb0300492ecc9226ac14e383a6f0cfa77471", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#400", "issue_number": "400", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2b0f06650af2233c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#400\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#400\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#400\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 400\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7d1133d7836fe09f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405011, "scanner": "foundry_dataset", "fingerprint": "d71497dabb71086867cbbcd137c9ab102b3c2c3a8b6e0fd36ec14d5ef94645e9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"data_schema": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#398", "issue_number": "398", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-208b2fad55099d47", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#398\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#398\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#398\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 398\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-87aa19771d2cf07f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405010, "scanner": "foundry_dataset", "fingerprint": "c34f55589a53e79353669701466bdfb7ba3f17e9566a3950d4f0bcc36fc94266", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "test_or_ci": 14, "data_schema": 1, "api_or_backend": 6, "docs_or_claims": 4, "schema_or_data": 2, "runtime_failure": 1, "source_or_other": 1, "mock_placeholder": 1, "dependency_or_build": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 115, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 27, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "comment_chain_touches_file": 36, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 56, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 3, "pr_file": 27, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#397", "issue_number": "397", "quality_tiers": {"assumption_check": 1, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2d1a76052b0b12aa", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 84, "api_or_backend": 36, "docs_or_claims": 24, "schema_or_data": 12, "source_or_other": 6}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#397\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#397\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#397\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 397\nGraph consistency label: supported_by_verification_signal\nNodes: 56\nEdges: 115\nNode types: {'pr_file': 27, 'commit': 11, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 36, 'thread_touches_file': 27, 'comment_chain_links_commit': 15, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'test_or_ci': 14, 'api_or_backend': 6, 'verification_or_tests': 5, 'docs_or_claims': 4, 'bug_fix': 4, 'claimed_resolved_with_verification_signal': 4, 'schema_or_data': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'mock_placeholder': 1, 'runtime_failure': 1, 'source_or_other': 1, 'data_schema': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-c6702fbe6ff96c87", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405009, "scanner": "foundry_dataset", "fingerprint": "0f9ae2586b7e432675dba9dc660573178390be0ae14944923f080daadc3a7e13", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "data_schema": 1, "mock_placeholder": 1, "api_integration_gap": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 24, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#396", "issue_number": "396", "quality_tiers": {"assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7ab6cb2783cb3898", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#396\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#396\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#396\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 396\nGraph consistency label: weak_supervision_needs_review\nNodes: 24\nEdges: 29\nNode types: {'commit': 9, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 9, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'bug_fix': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'mock_placeholder': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_then_fix_attempt': 1, 'data_schema': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-bca2a35e74fa66b8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405008, "scanner": "foundry_dataset", "fingerprint": "97fd680317dc560b1e84626692958160d039d52eb5080f3fd8838ecc3fef8e47", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#394", "issue_number": "394", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-78966fb2785ae70c", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#394\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#394\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#394\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 394\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-b03966a6e2e5fe2d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405007, "scanner": "foundry_dataset", "fingerprint": "c78270fa411520812f29782d8cb5da901ea59160f6c6d8312619a44110971fe1", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 16, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#392", "issue_number": "392", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-4d067e774fcc3b17", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#392\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#392\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#392\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 392\nGraph consistency label: weak_supervision_needs_review\nNodes: 16\nEdges: 19\nNode types: {'commit': 4, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 4, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-f527f5dddea1f64c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405006, "scanner": "foundry_dataset", "fingerprint": "5be71a24ead28fe8989a9486421783bc8709010f45786c34f2ecbeecc88c731d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#390", "issue_number": "390", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-09c899b26037b096", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#390\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#390\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#390\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 390\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-a7034c18403b095b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405005, "scanner": "foundry_dataset", "fingerprint": "94b10c1da68d91c6db26f50e0589813de817ce6996b4b3cf38bcade878d61ac0", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#389", "issue_number": "389", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f554a8dadee4d2ce", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#389\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#389\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#389\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 389\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-58fe582f1ea64d29", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405004, "scanner": "foundry_dataset", "fingerprint": "004be9237e02af38911f6e3ce321d0a8d6510d5761f1dfcc3be9518041b991d1", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#388", "issue_number": "388", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8efd0aa48b525efe", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#388\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#388\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#388\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 388\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'verification_or_tests': 1, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-633e5c15cc1951e2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405003, "scanner": "foundry_dataset", "fingerprint": "987ce2c21843dbe9c3cb07ed861f14bd47e2bfa8357bd6fce33dfdc98a4a3dd6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "source_or_other": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#385", "issue_number": "385", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dc0614c2ed6c7eba", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#385\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#385\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#385\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 385\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 19\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'source_or_other': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7627b7104385637c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405002, "scanner": "foundry_dataset", "fingerprint": "ad6ceeadc087f4734abb8df211d8575f51726ac59a939a82dcc46b0c2be8427d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "api_or_backend": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#384", "issue_number": "384", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0fc2ef397634ea66", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"api_or_backend": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#384\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#384\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#384\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 384\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 19\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_or_backend': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-b021bac36bffe373", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405001, "scanner": "foundry_dataset", "fingerprint": "771a0f31c4b78efaf1bf4f0bc540a62e264f7f6cc65ae11d6bf26b13e87fc23e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 2, "api_or_backend": 1, "source_or_other": 3, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 22, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "pr_file": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#383", "issue_number": "383", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6eb1c489b6c6412f", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"api_or_backend": 5, "source_or_other": 15}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#383\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#383\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#383\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 383\nGraph consistency label: weak_supervision_needs_review\nNodes: 22\nEdges: 41\nNode types: {'link_quality': 6, 'pr_file': 4, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 8, 'chain_has_link_quality': 6, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'api_or_backend': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-69a0fce9a37f3774", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 405000, "scanner": "foundry_dataset", "fingerprint": "ed91bc2db856313ee01b8c710fed529d1a1ce7737a5afecedb7ada766756e2ab", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "source_or_other": 4, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#382", "issue_number": "382", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-091642bdd6df1a25", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 16}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#382\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#382\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#382\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 382\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 32\nNode types: {'commit': 5, 'pr_file': 4, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'chain_has_link_quality': 4, 'issue_chain_touches_file': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'source_or_other': 4, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-0e29f2832c71f221", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404999, "scanner": "foundry_dataset", "fingerprint": "cf56e30b2dde5431bd96dac091a11035cba843d939a3cfec4fa6b42ffad81385", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "api_or_backend": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#380", "issue_number": "380", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1a7d3f5ef8917899", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#380\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#380\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#380\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 380\nGraph consistency label: supported_by_verification_signal\nNodes: 18\nEdges: 23\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_or_backend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-537c0d46e6b2cf25", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404998, "scanner": "foundry_dataset", "fingerprint": "8f3116a99e5274c629fe703e3f6e249a063d72c9078f36c320cc45b8a41d911c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "api_or_backend": 1, "ui_or_frontend": 2, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#379", "issue_number": "379", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a79d3faf8ae282c6", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 4, "ui_or_frontend": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#379\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#379\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#379\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 379\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 29\nNode types: {'commit': 5, 'link_quality': 4, 'pr_file': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'issue_chain_touches_file': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_or_backend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-98e5e65bee0d338c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404997, "scanner": "foundry_dataset", "fingerprint": "73fd3a2fc48bda81ed634ee8481ff2739fa3f74c778414dbd67a639c09fe2495", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#377", "issue_number": "377", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e1f6cc0a65d188f9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#377\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#377\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#377\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 377\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d466c95bbd3c5b1f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404996, "scanner": "foundry_dataset", "fingerprint": "30b7989b35994d7d5196e93559df1530e3fe85f703c9611649299d84e547ae79", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#376", "issue_number": "376", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d4648cf187de9944", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#376\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#376\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#376\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 376\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d87d7a1ffd91d01f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404995, "scanner": "foundry_dataset", "fingerprint": "d7da664d0817a6679506050c34a51fd582a22243434a12442254e7c2db148708", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "data_schema_persistence": 1, "mostly follows blueprint": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#372", "issue_number": "372", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cb02a0b2b5fd3f87", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#372\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#372\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#372\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 372\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7d151014b54e130b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404994, "scanner": "foundry_dataset", "fingerprint": "bf98b8f4664f80a40b8f13dc279fe840f99740e1c5d2ac40a5c2620f89e9955d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#371", "issue_number": "371", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-11ddf608564d4a11", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#371\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#371\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#371\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 371\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-cf49946f32963a57", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404993, "scanner": "foundry_dataset", "fingerprint": "f22fa88957a439c9f1322ce02033922507646a16af1234a6c81df54ffd83a798", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#369", "issue_number": "369", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dd2b8eda89a4457a", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#369\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#369\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#369\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 369\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-4a5db8127a976960", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404992, "scanner": "foundry_dataset", "fingerprint": "9f37167cfab472e818f7513388cc447d8ef1b1ec0b758ddf66c2860233b627f7", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_workflow_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#368", "issue_number": "368", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1c7d39adb4fa05cb", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#368\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#368\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#368\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 368\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-4eb2fa98d3c3a243", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404991, "scanner": "foundry_dataset", "fingerprint": "59e534f48522aab95be617c850d777e9a0f8137d6e042cb8f8ddfbcf04a6ddbb", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#366", "issue_number": "366", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c7790aa73f2a32c8", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#366\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#366\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#366\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 366\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-f5666a8ea945d60f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404990, "scanner": "foundry_dataset", "fingerprint": "068cf1ddd1823866d538455e7fb91fd137530be82fc6dc33b322e42008876c0e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"docs_or_claims": 1, "api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#365", "issue_number": "365", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e233cd102d7b7b0e", "graph_gold_label": "assumption_check", "changed_file_labels": {"docs_or_claims": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#365\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#365\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#365\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 365\nGraph consistency label: assumption_check\nNodes: 13\nEdges: 18\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-37a7a36dd9ce4c80", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404989, "scanner": "foundry_dataset", "fingerprint": "fbcf6d03f5cc0a5960466d77f5cd2fa4483864fa34ea847f6973c06bf8a11510", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#319", "issue_number": "319", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-85a870589f6d4472", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#319\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#319\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#319\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 319\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-c240e80895a8dcd4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 404988, "scanner": "foundry_dataset", "fingerprint": "f9b095f0f93267f392271e57330300a3825b226143c508e51b87e9ab3e3aba42", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#318", "issue_number": "318", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-429867a56fcda96a", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#318\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#318\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#318\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 318\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-6f9e8fd29f2784b3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383632, "scanner": "foundry_dataset", "fingerprint": "c07cec1f034ee4d1f5ccc3a9599b9c977b3eb6a87a5a43b8b1dfd0a2df54fefe", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#455", "human_labels": ["api_or_backend", "docs_or_claims", "security_auth_secret", "source_or_other"], "issue_number": "455", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.65, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-95cbfc2cc1db664c", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 5, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 1, "docs_or_claims": 3, "source_or_other": 1}, "linked_commit_count": 5, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#455\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#455\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 5\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1, 'docs_or_claims': 3, 'api_or_backend': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-9a1ae613492c66ba\",\n \"kind\": \"pull_request_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/455\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/455\\nTitle: yt-dlp: cookies/proxy escape hatch for YouTube bot-check on VPS IP\\nBody:\\n## Problem\\nYouTube hard-flagged the VPS egress IP \u2014 every yt-dlp watch-page extraction returns \\\"Sign in to confirm you're not a bot\\\". This silently degraded:\\n- Model A Video transcript analysis (fell back to oEmbed title/thumbnail only)\\n- Competitor scraping (`routes/niche.py`)\\n- Voice-learn (`routes/youtube_channel.py`)\\n\\nAll three funnel through `routes.niche._extract_video_info`.\\n\\n## Investigation (all tested live from the VPS, video PHe0bXAIuk0 + others)\\n| Approach | Result |\\n|---|---|\\n| Alternate `player_client`s (android, ios, mweb, tv_embedded, web_embedded, web_safari, tv_simply) | \u274c all blocked |\\n| Upgrade yt-dlp 2026.03.17 \u2192 2026.06.09 | \u274c blocked |\\n| bgutil PO-token provider (server + plugin, registered OK) | \u274c blocked \u2014 PO tokens fix format gating, not IP bans |\\n| youtube-transcript-api 1.2.4 | \u274c `IpBlocked` |\\n| Flat channel listing (`extract_flat`) | \u2705 still works (browse endpoints unblock\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-c2fd31bbc1253da2\",\n \"filename\": \".env.example\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 6,\n \"deletions\": 0,\n \"changes\": 6,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/7a814e46b7916c180de65fc7a19918137219ba9b/.env.example\"\n },\n {\n \"id\": \"github-pr-file-file-0b4ac749e654c82c\",\n \"filename\": \"docs/env-vars.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 2,\n \"deletions\": 0,\n \"changes\": 2,\n \"blob_url\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-9ad19731dd5ca53c", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383631, "scanner": "foundry_dataset", "fingerprint": "0da770a587d413a95e5e22705f858d74c437d8fcc9c2b997ba7d7eb1c8aa6004", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#454", "human_labels": ["data_schema_persistence", "dependency_or_build", "docs_or_claims", "source_or_other"], "issue_number": "454", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.65, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-81e04737de45a038", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 6, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 3, "dependency_or_build": 1}, "linked_commit_count": 5, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#454\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#454\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 6\nLabels: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 3, 'dependency_or_build': 1, 'docs_or_claims': 2}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-10aff7139acc9af5\",\n \"kind\": \"pull_request_body\",\n \"label\": \"data_schema_persistence\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/454\",\n \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/454\\nTitle: feat(multi-tenant): ChannelConfig foundation (Supabase-backed, default-equivalent)\\nBody:\\nFirst multi-tenant increment. Per-creator content stays in their Google Drive; a dedicated free Supabase project holds only lightweight per-tenant config/state. Adds shared/channels/ (ChannelConfig + load_channel), threads it through VideoPipeline + clients, adds --channel. Default channel falls back to env so the legacy single-channel pipeline is unchanged (verified default-equivalent). 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Add a CI job that runs the security marker on every PR touching backend/ or schema.sql. Land an initial README.md with the threat-model checklist covering BYOK SaaS + background workers + third-party OAuth + webhook endpoints. No functional tests yet \u2014 this is the scaffolding PR. Acceptance: pytest -m security runs (even with zero tests) and returns 0; CI job visible in Actions; README committed at backend/tests/security/README.md.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-consolidated-pre-launch-security-audit-sweep.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-467a7352804aed87\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-e63d90eb81f406ff", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383628, "scanner": "foundry_dataset", "fingerprint": "2e85e0d35ecc8b07cc5dd46d0f4b9890d9012f471c45c9eef208faa29771c90b", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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Expose `account.signup_ref` in the existing admin analytics query for cohort attribution. Acceptance: Playwright spec \u2014 open /showcase \u2192 click CTA \u2192 complete signup \u2192 account row has `signup_ref = 'showcase'` and the correct `signup_referrer_video_id`. Lock test pins the two columns exist in schema.sql.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-public-showcase-page-with-auto-generated-videos.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-159c0b770d8d597e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle label\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-029191c5825e8a36", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383627, "scanner": "foundry_dataset", "fingerprint": "01a5897735f989fa82b2bdfc925e68745d0edfb866d3eac2efe9dd69a6cb72a6", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#436", "human_labels": ["security_auth_secret"], "issue_number": "436", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-bcde3d8d94971d6f", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#436\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#436\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-6a9672204d50e376\",\n \"kind\": \"issue_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/436\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/436\\nTitle: [Public /showcase page with auto-generated videos \u2014 the meta-project on display] Showcase: backend /api/public/showcase endpoint + tenant-leak regression lock\\nBody:\\nCreate `backend/routes/public.py` with `GET /api/public/showcase` (no auth required) that returns videos WHERE `tenant_id = DOGFOOD_TENANT_ID` AND `show_in_showcase = true`, ordered by `created_at DESC`, limit 24. Pydantic `ShowcaseVideo` response model. Register router in `main.py`. Add `DOGFOOD_TENANT_ID` to `.env.example` + `docs/env-vars.md`. Regression lock pins: endpoint exists, returns only flagged dogfood-tenant rows, returns 404 when `DOGFOOD_TENANT_ID` unset, and `SELECT * FROM videos` via the public route for a non-dogfood tenant returns zero rows. Acceptance: lock test green; curl against the endpoint returns only flagged rows.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-public-showcase-page-with-auto-generated-videos.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6dd1d4a0371a541a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_art\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-f76802c770398b22", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383626, "scanner": "foundry_dataset", "fingerprint": "76a501e06de1c8797ffd23b2c74397726519218858c3d344dd73f987eec50f5a", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#434", "human_labels": ["human_feedback_general"], "issue_number": "434", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-43a7d68e540514ea", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#434\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#434\nRepo: vibecoder10/economy-fastforward\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-540526b764bcd433\",\n \"kind\": \"issue_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/434\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/434\\nTitle: [Migrate SSE pipeline events to read from queue/DB state, retire _running_tasks] SSE/DB: delete _running_tasks + add legacy-reference lock\\nBody:\\nDelete `_running_tasks`, `_set_task_status`, `_get_task_status`, `_clear_task_status` from `backend/routes/pipeline.py`. Add `backend/tests/functional/test_no_in_memory_task_dict_lock.py` that walks `backend/routes/` and fails if any module defines a module-scope dict named `_running_tasks` or re-introduces the deleted helper names. Update `docs/failure-modes.md` to remove the in-memory task state row. Acceptance: grep for `_running_tasks` in `backend/` returns only the lock test; lock test green; lock test fails on a local branch that reintroduces the dict.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-migrate-sse-pipeline-events-to-queue-backed-state.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-80158107e0338403\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter vi\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-c23aa9900988046c", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383625, "scanner": "foundry_dataset", "fingerprint": "c5585fc6ebe41fd09050cd7174b174907956ce783b49b8be42e3bc6317f74dbb", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#433", "human_labels": ["test_ci_gap"], "issue_number": "433", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-432ae0152cca8af3", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#433\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#433\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-6da5f62fba87c7db\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/433\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/433\\nTitle: [Migrate SSE pipeline events to read from queue/DB state, retire _running_tasks] SSE/DB: migrate writers to background_tasks only\\nBody:\\nUpdate `backend/pipeline_executor.py` and `backend/worker.py` so every status transition writes to `background_tasks` exclusively \u2014 no more `_set_task_status` calls. Every write is keyed on `(tenant_id, video_id, job_id)`. Confirm the arq stage handlers in `worker.py` write rows that the SSE consumer can read back in under 1s. Acceptance: integration test enqueues a noop stage via arq, SSE client connected in main process observes the status transition, and no helper from the old in-memory dict is called (pytest fixture asserts).\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-migrate-sse-pipeline-events-to-queue-backed-state.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8fcbfe2b94a5eb71\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"sch\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-25258d2cd2c83f51", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383624, "scanner": "foundry_dataset", "fingerprint": "548fa5adcf42564c9f5f5d1d55ac8039491f54d28f3ee0dbfd85e70b021a1c26", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#432", "human_labels": ["test_ci_gap"], "issue_number": "432", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.625, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-96e5eac127726f19", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#432\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#432\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-435ecaa604bf91e1\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/432\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/432\\nTitle: [Migrate SSE pipeline events to read from queue/DB state, retire _running_tasks] SSE/DB: rewrite pipeline.py SSE loop to consume db_events\\nBody:\\nReplace the `_get_task_status`/`_running_tasks` read path in `backend/routes/pipeline.py` SSE endpoint with `db_events.subscribe(tenant_id, video_id)`. Preserve the exact SSE event shape (`stage`, `status`, `progress`, `error`) so `frontend/src/hooks/use-pipeline-sse.ts` is unchanged. Keep a 500ms polling fallback when LISTEN is unavailable (dev without trigger). Add cross-tenant regression test: Tenant A subscriber never observes Tenant B's emitted events. Acceptance: existing Playwright pipeline spec passes unchanged; new cross-tenant test green.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-migrate-sse-pipeline-events-to-queue-backed-state.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-235cd5713ef852bd\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopt\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-bd77521928d65bec", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383623, "scanner": "foundry_dataset", "fingerprint": "8fca83cf5d8f692885ea17dc78b6cf5d9c0d3e1c8fc917b77c650ff34e6f109b", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#431", "human_labels": ["data_schema_persistence"], "issue_number": "431", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c111283a35e815b4", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#431\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#431\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-4872812718ee031f\",\n \"kind\": \"issue_body\",\n \"label\": \"data_schema_persistence\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/431\",\n \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/431\\nTitle: [Migrate SSE pipeline events to read from queue/DB state, retire _running_tasks] SSE/DB: LISTEN/NOTIFY infra + async listener + unit tests\\nBody:\\nAdd Postgres trigger `background_tasks_notify()` via migration 046 that fires on INSERT/UPDATE of `background_tasks` and emits a small JSON payload with `(tenant_id, video_id, job_id, status)`. Implement `backend/db_events.py` \u2014 an asyncpg LISTEN consumer running as a lifespan task that fans notifications into per-(tenant_id, video_id) asyncio.Queue subscribers. Handle reconnect-with-backoff when the asyncpg connection drops. Unit tests: trigger fires on row update, listener dispatches to the correct subscriber, orphaned subscribers are GCed after 5 minutes idle. Acceptance: new test file green; `SELECT pg_notify(...)` round-trips to a subscribed asyncio consumer in <100ms locally.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-migrate-sse-pipeline-events-to-queue-backed-state.md`\\nFiled by: osiris-sc\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-40ff047a063d66bc\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-14dfd2f811ce1f3f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383622, "scanner": "foundry_dataset", "fingerprint": "c07eb74112ae2040705d5b57674afb057b3ab2782e7630947ca2ebaf8a387156", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#429", "human_labels": ["api_integration_gap", "runtime_failure"], "issue_number": "429", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.65, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d6d1a95e77438b7d", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 7, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#429\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#429\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'runtime_failure': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-2ddb049dfe2dac6a\",\n \"kind\": \"issue_body\",\n \"label\": \"api_integration_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/429\",\n \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/429\\nTitle: [Stage 6.1 per-user API keys \u2014 decision PRD (two UX options for Ryan)] Per-user keys: vault.get_secret(user_id=None) resolution + unit tests\\nBody:\\nAdd user_id kwarg to backend/vault.py.get_secret. When PER_USER_KEYS_ENABLED is on, resolve user-first then tenant-fallback then raise; when off, preserve current tenant-only behavior. Unit tests cover: user-key present, user-missing-with-tenant-fallback, both-missing raises, flag-off legacy path unchanged. Acceptance: \u2264150 LOC, tests green, back-compat preserved.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-per-user-api-keys-decision-prd.md`\\nFiled by: osiris-scout (autonomous PM)\"\n },\n {\n \"id\": \"github-feedback-comment-924d8aadea0e2268\",\n \"kind\": \"issue_comment\",\n \"label\": \"runtime_failure\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/429#issuecomment-4307267977\",\n \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: issue_comment\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/429#issuecomment-4307267977\\nTitle: \\nBody:\\n## \u2705 Issue Resolution Report\\n\\n**PR**: #430 (https://github.com/vibecoder10/economy-fastforward/pull/430)\\n**Status**: COMPLETE\\n\\n---\\n\\n### Summary\\n\\nPer-user API key resolution has been added to `vault.get_secret()`. The implementation introduces a `user_id` kwarg and a `PER_USER_KEYS_ENABLED` feature flag (default `false`). When enabled, secrets resolve user-scoped first (`tenant:user:name`), fall back to tenant-shared (`tenant:name`), then rai\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-8c75d2e6788f3ddc", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383621, "scanner": "foundry_dataset", "fingerprint": "5fe85d9193c8efd31d78ff883cdbca8f3b7bfd5e157decf7a73f66b8b066b211", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#426", "human_labels": ["human_feedback_general"], "issue_number": "426", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.625, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-1c47c273de4ef78e", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#426\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#426\nRepo: vibecoder10/economy-fastforward\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-3e2138e1a69b0381\",\n \"kind\": \"issue_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/426\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/426\\nTitle: [Per-video cost tracking + cost breakdown on /pipeline/[videoId]] Cost tracking: regression lock \u2014 every stage records a cost\\nBody:\\nAdd backend/tests/functional/test_every_stage_records_cost.py doing an AST audit over pipeline_executor.py: every method named run_* must contain at least one reference to a CostRecorder.record call (direct or via helper). The test lists the 7 current stages explicitly so adding a new stage without a record call fails the build. 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Update check_plan_limits() to read and enforce the field. Acceptance: one tenant's billing period shows the expected total after one end-to-end render; plan-limit hit path returns a clear error when the ceiling is exceeded.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-per-video-cost-tracking-and-breakdown.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ab7b7de1a85dcdaf\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-8b9e467325105dbb", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383619, "scanner": "foundry_dataset", "fingerprint": "2af86719c6053eff400bc6f9ee3db7e253bfd22a93b8ab5c4a4f52a47d15ddcc", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#423", "human_labels": ["api_integration_gap"], "issue_number": "423", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-42e1adebcc9f8cb4", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#423\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#423\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-d058d03636260ac2\",\n \"kind\": \"issue_body\",\n \"label\": \"api_integration_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/423\",\n \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/423\\nTitle: [Per-video cost tracking + cost breakdown on /pipeline/[videoId]] Cost tracking: GET /api/videos/{id}/costs + Pydantic model + tenant isolation lock\\nBody:\\nAdd backend/routes/videos.py endpoint GET /api/videos/{video_id}/costs returning VideoCostBreakdown (list of per-stage rows + total_cents). Register in main.py. Add tenant_isolation regression test asserting tenant A cannot read tenant B's costs. Acceptance: curl returns correct shape for a seeded video, 403/empty for another tenant, test_video_costs_tenant_isolation_lock.py green.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-per-video-cost-tracking-and-breakdown.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8e903dca79edae02\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-9c2a57a0e4cfdc44", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383618, "scanner": "foundry_dataset", "fingerprint": "19c7903f0f58b8e629a13908ea3a5d51a57df903da7efcf1d6ac565ec93e9f4f", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#421", "human_labels": ["human_feedback_general"], "issue_number": "421", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-0e2c9bee19de1f9c", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#421\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#421\nRepo: vibecoder10/economy-fastforward\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-65075287b8a0ef9e\",\n \"kind\": \"issue_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/421\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/421\\nTitle: [Per-video cost tracking + cost breakdown on /pipeline/[videoId]] Cost tracking: CostRecorder helper + unit tests\\nBody:\\nAdd backend/cost_recorder.py with CostRecorder(tenant_id, video_id) exposing .record(stage, provider, unit_count, usd_cents, attempt=1). Writes to stage_costs via asyncpg; buffers per stage to avoid hot-path blocking. Idempotent on the (video_id, stage, provider, attempt) key so arq retries do not inflate totals. Unit tests cover buffered flush, idempotent retry, missing tenant_id raises, and the \u00b110% invoice assertion using fixture rates. Acceptance: \u2264200 LOC, tests green in backend/tests/.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-per-video-cost-tracking-and-breakdown.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-24e6843db062eeb6\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occ\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-02f3d352432650d1", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383617, "scanner": "foundry_dataset", "fingerprint": "70ef373f4a78b3dcfc0f04eab2cbf527770aab16f23e96b8c87d0ffec403da86", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#420", "human_labels": ["data_schema_persistence"], "issue_number": "420", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.625, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-2bb505778523febc", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#420\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#420\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-5264c8fb134923ba\",\n \"kind\": \"issue_body\",\n \"label\": \"data_schema_persistence\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/420\",\n \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/420\\nTitle: [Per-video cost tracking + cost breakdown on /pipeline/[videoId]] Cost tracking: migration 046 \u2014 stage_costs table + videos.costs JSONB\\nBody:\\nAdd migration 046_stage_costs.sql creating stage_costs (id uuid, video_id uuid, tenant_id uuid, stage text, provider text, unit_count int, usd_cents int, attempt int, created_at timestamptz) with a compound unique (video_id, stage, provider, attempt) to prevent retry double-counting. Add videos.costs JSONB for a fast denormalized read. Mirror RLS policy from videos (memberships-based). Update schema.sql. Acceptance: migration applies cleanly via Supabase MCP, schema.sql matches, drift test stays green, RLS denies cross-tenant reads.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-per-video-cost-tracking-and-breakdown.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2be49994fbb554db\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHel\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-a5b71207f2e6bd6b", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383616, "scanner": "foundry_dataset", "fingerprint": "d312cdfab47630ce1b82871f005253eecb8b528dec5fdeced0ed66a6044349c4", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#413", "human_labels": ["test_ci_gap"], "issue_number": "413", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.642, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ff7330c3f3535f61", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#413\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#413\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-1888efa8971af915\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/413\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/413\\nTitle: [Ship Stage 4.3 BYOD Google Drive per-tenant storage] BYOD Drive: /settings Drive-connected pill + /pipeline DriveNotConnectedError banner\\nBody:\\nFrontend: on `/settings` (Google section) render a Drive-connected status pill showing the connected folder name and a Disconnect button. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#409", "human_labels": ["runtime_failure"], "issue_number": "409", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.642, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-7ebbdf555845be36", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": 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100% target list of call sites that must route through the new helper.\\n\\nAdd a typed `DriveNotConnectedError(Exception)` stub in `backend/storage.py` with a stable error code string `drive_not_connected` so the frontend can switch on it.\\n\\nNo behavior change yet \u2014 this is preparation for slices 2+.\\n\\nAcceptance: (1) `tasks/lessons.md` contains the complete call-site inventory, (2) `DriveNotConnectedError` importable from `backend.storage`, (3) no existing tests break.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-ship-stage-4-3-byod-google-drive-per-tenant-storage.md`\\nFiled by: osiris-scout (autonom\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fbff26d0be9d16f6\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, 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`bot_activity` for the run \u2014 any `status='failed'` row fails the spec and surfaces the traceback.\\n- Run the `deleteCanaryTenant()` teardown regardless of pass/fail to keep the canary account clean.\\n- On YouTube, verify the draft video exists via the Data API (using the OAuth token) as an independent confirmation.\\n\\nAcceptance:\\n- Green run: zero failed bot_activity rows + all three video fields populated + YouTube draft confirmed.\\n- Teardown removes the tenant, its Drive folder, and the YouTube draft.\\n- Failing any assertion produces a readable error naming the stage + field that missed.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/st\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-cb8a522e027ebe5e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#390", "human_labels": ["test_ci_gap"], "issue_number": "390", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.607, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e82a5a7b344e2e44", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#390\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#390\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-8f0d250331a8672f\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/390\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/390\\nTitle: [Build end-to-end dogfood render harness (Osiris-as-Ryan via Playwright)] Dogfood harness: SSE pipeline poller + per-stage screenshots\\nBody:\\nSubscribe to the pipeline status feed and screenshot every transition.\\n\\nScope:\\n- Open an EventSource against `/api/pipeline/:videoId/status` using the canary auth token.\\n- On every status change, navigate the Playwright page to `/pipeline/:videoId` and capture a screenshot named by status slug.\\n- Emit a per-stage elapsed-time log line for observability.\\n- Time out the whole run at 30 minutes; on timeout, capture a final screenshot + the last `bot_activity` row.\\n\\nAcceptance:\\n- A full pipeline run produces \u226518 screenshots (one per stage transition).\\n- Log output includes `stage_elapsed_ms` per transition.\\n- Timeout path exits non-zero with a diagnostic artifact.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-21-build-end-to-end-dogfood-render-harness.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6090bf04bfc24155\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_so\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-2015924aa45ae63d", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383608, "scanner": "foundry_dataset", "fingerprint": "1606577afdc051899a367d307696c883f5eb4c7def07482630a26b5767229adf", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#385", "human_labels": ["source_or_other", "test_ci_gap"], "issue_number": "385", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-1254e0d2330bff67", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 1}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#385\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#385\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-e4fafc3799737fb3\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/385\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/385\\nTitle: feat(archon): add storyengine-scout workflow (autonomous PM)\\nBody:\\n## Summary\\n- Adds `.archon/workflows/storyengine-scout.yaml` \u2014 the autonomous PM workflow.\\n- Paired with the existing 30min `archon-scheduler` (which ships `archon:ready` issues as PRs), this closes the ship-while-sleep loop.\\n\\n## What the scout does\\nRuns hourly via launchd, reads:\\n- Vault vision (`~/Desktop/osiris/20_Projects/`, PRDs, SOUL.md)\\n- Codebase state\\n- Open issues + recent merged PRs\\n\\nProduces:\\n- PRDs in `~/Desktop/osiris/20_Projects/storyengine/prds/` for non-trivial features\\n- GitHub issues tagged `archon:ready` (\u226410 per tick, safety rail)\\n\\nDoes NOT edit code. Pure PM work.\\n\\n## Division of labor (locked 2026-04-21)\\n- Ryan: taste, direction, growth\\n- Osiris: scout + engineer + user-tester, end-to-end\\n- Auto-merge: default on green (no per-PR human gate)\\n- Security: one audit pre-launch, not per-PR\\n\\n## Test plan\\n- [x] Workflow validates (`archon validate workflows storyengine-scout`)\\n- [x] LaunchAgent `com\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-8a288e63c22856c7\",\n \"filename\": \".archon/workflows/storyengine-scout.yaml\",\n \"label\": \"source_or_other\",\n \"status\": \"added\",\n \"additions\": 265,\n \"deletions\": 0,\n \"changes\": 265,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/ab0236c5f247ffe3994ef1a8fdfc826bf2bf9f84/.archon%2Fworkflows%2Fstoryengine-scout.yaml\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fcffb3d9939629ca\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signa\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-f6cc1e7a03c63751", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383607, "scanner": "foundry_dataset", "fingerprint": "b0135720d4849896b92f3699dc80c805f2a3c2adaf048c37291d7c5cb1e67a84", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#384", "human_labels": ["api_or_backend", "test_ci_gap"], "issue_number": "384", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a27cf0b47ae244c4", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 1}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#384\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#384\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'api_or_backend': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-74dfb7e191be3cf6\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/384\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/384\\nTitle: Add docstring to run_storyboard_prompts method\\nBody:\\n## Summary\\nAdd docstring to run_storyboard_prompts method\\n\\n## Validation\\n- [x] Python syntax valid on changed files\\n- [x] Diff within scope limits\\n- [x] Functional tests pass\\n- [ ] Ryan reviews and marks ready\\n\\n## Shipped via\\nArchon ship-while-sleep queue \u2014 `storyengine-fix-scoped` workflow.\\n\\nCloses no issues automatically. Promote to ready only after review.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code) via Archon\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-188dc3d51d39daf5\",\n \"filename\": \"storyengine/backend/pipeline_executor.py\",\n \"label\": \"api_or_backend\",\n \"status\": \"modified\",\n \"additions\": 1,\n \"deletions\": 0,\n \"changes\": 1,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/1467dea9834b97582b57233021f50ee15041fa23/storyengine%2Fbackend%2Fpipeline_executor.py\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-a59ab1c41e5f1e43\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-57eb2e387241cee4", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383606, "scanner": "foundry_dataset", "fingerprint": "68943eb373c15f1a6b2345c83463339743d51eec48beed1ad87d2dc462f1929c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#383", "human_labels": ["api_or_backend", "source_or_other", "test_ci_gap"], "issue_number": "383", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-900d00126163e9c8", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 1, "source_or_other": 3}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#383\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#383\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'test_ci_gap': 2}\nPolarities: {'bad': 2}\nChanged file labels: {'source_or_other': 3, 'api_or_backend': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-f08befa162bfd385\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/383\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/383\\nTitle: Add docstring to run_storyboard_prompts method\\nBody:\\n## Summary\\nAdd docstring to run_storyboard_prompts method\\n\\n## Validation\\n- [x] Python syntax valid on changed files\\n- [x] Diff within scope limits\\n- [x] Functional tests pass\\n- [ ] Ryan reviews and marks ready\\n\\n## Shipped via\\nArchon ship-while-sleep queue \u2014 `storyengine-fix-scoped` workflow.\\n\\nCloses no issues automatically. Promote to ready only after review.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code) via Archon\"\n },\n {\n \"id\": \"github-feedback-comment-30ae0fb16b7f2948\",\n \"kind\": \"issue_comment\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/383#issuecomment-4289103470\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/383#issuecomment-4289103470\\nTitle: \\nBody:\\nClosing \u2014 contaminated. The archon worktree was created off my local HEAD (the PR-382 branch) so it inherited the uncommitted .archon/ files. Need to merge #382 first, then re-run the smoke from a clean main. Not a workflow bug, just a chicken-and-egg state issue.\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-d2e55ae1aa089268\",\n \"filename\": \".archon/config.yaml\",\n \"label\": \"source_or_other\",\n \"status\": \"added\",\n \"additions\": 2,\n \"deletions\": 0,\n \"changes\": 2,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/583e16eaab15078cced54428ff5f30bafcefdbe1/.archon%2Fconfig.yam\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-92946ad786afc01a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383605, "scanner": "foundry_dataset", "fingerprint": "b7ace6be457f49afa244c851d8b7dcfd7e5dbe74709244f7f27a5234dac6002c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#212", "human_labels": ["human_feedback_general"], "issue_number": "212", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-09e10869c63b416a", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#212\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#212\nRepo: vibecoder10/economy-fastforward\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-fcc1649ef23c5ce9\",\n \"kind\": \"issue_comment\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/212#issuecomment-4178108282\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/212#issuecomment-4178108282\\nTitle: \\nBody:\\nClosing \u2014 stale, codebase has moved on\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-da2411255bcb419c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-e75272b6ef9d35a7", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383599, "scanner": "foundry_dataset", "fingerprint": "a3dbbcfb1c692db1502d22ea3984a4d38481fc51fed99159b23003a687a4a036", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#132", "human_labels": ["human_feedback_general"], "issue_number": "132", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-5aaceb80c1e662ad", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#132\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#132\nRepo: vibecoder10/economy-fastforward\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-7dd44cb6c1108661\",\n \"kind\": \"issue_comment\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/132#issuecomment-4178108568\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/132#issuecomment-4178108568\\nTitle: \\nBody:\\nClosing \u2014 stale, codebase has moved on\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-444ad6201b29ba94\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-96684861d6c58aad", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 383598, "scanner": "foundry_dataset", "fingerprint": "7f23d9070c67f7d479fc9bfc3d25d5bda0ef8afda58acca5d80fdff48506f1ad", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#10", "human_labels": ["human_feedback_general"], "issue_number": "10", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-1ef84de33a8294ed", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#10\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#10\nRepo: vibecoder10/economy-fastforward\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-455165a9fc6f5c06\",\n \"kind\": \"pull_request_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/10\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/10\\nTitle: feat: Idea Engine v2 - variable decomposition and format modeling\\nBody:\\n\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-18afdb9b86211117\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-assumption_checks-f8835227e549e12c", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420647, "scanner": "foundry_dataset", "fingerprint": "15b784a6bc7a86f496a855079b95e54b9fc86da7b5ad140e23e5744c5f8afdb9", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#451", "issue_number": "451", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-531035a9d6247a31", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#451\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#451\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#451\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 451\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-19ee8aa3c8a7d3fd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420646, "scanner": "foundry_dataset", "fingerprint": "4491ca4f07ca02ccba4ffb72470b2741adb4f09737ecf75154231d7f92e63c52", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 2, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#448", "issue_number": "448", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c944a9454c7e7902", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#448\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#448\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#448\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 448\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 25\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'human_reported_issue_no_linked_fix': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'ambiguous_needs_more_evidence': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-282dcfff04b783d2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420645, "scanner": "foundry_dataset", "fingerprint": "8ec2cb4519e66b9533a1f8a91deb08a032ce3e7bfa245ff2d6c29d52540e17b7", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#447", "issue_number": "447", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e692f9a18e5197e9", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#447\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#447\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#447\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 447\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-0747007cb02872c3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420644, "scanner": "foundry_dataset", "fingerprint": "b8d335e1519ed0515cf07b64fa619b08114f4e367fc68b62bae07fc81a5dd7de", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#442", "issue_number": "442", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b8b59ed572ba8fa3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#442\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#442\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#442\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 442\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-d939d8eef7a2fd07", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420643, "scanner": "foundry_dataset", "fingerprint": "990e0b53a564ce5a23a806193a9cab44701b6320986d2d0946f77ae2897c73e9", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "test_or_ci": 2, "data_schema": 1, "test_ci_gap": 2, "docs_or_claims": 1, "mock_placeholder": 1, "dependency_or_build": 2, "verification_or_tests": 5, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 59, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "comment_chain_touches_file": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 3, "pr_file": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#441", "issue_number": "441", "quality_tiers": {"assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-3e53ed9de47a2315", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 12, "docs_or_claims": 6}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#441\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#441\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#441\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 441\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 59\nNode types: {'commit': 12, 'link_quality': 7, 'comment': 3, 'pr_file': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'comment_chain_touches_file': 9, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_touches_file': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'issue_chain_touches_file': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'bug_fix': 4, 'claimed_resolved_with_verification_signal': 4, 'test_ci_gap': 2, 'test_or_ci': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'docs_or_claims': 1, 'human_reported_issue_then_fix_attempt': 1, 'data_schema': 1, 'claimed_resolved_unverified': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-09e03187d170ae26", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420642, "scanner": "foundry_dataset", "fingerprint": "c8450525b8371c5bbd16f82d92ce9e386d67b948ab896ac485c11d4b32475fd2", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "data_schema": 1, "test_ci_gap": 2, "mock_placeholder": 1, "dependency_or_build": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 43, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 31, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#440", "issue_number": "440", "quality_tiers": {"assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-fd3bf9358db7e4f4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#440\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#440\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#440\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 440\nGraph consistency label: supported_by_verification_signal\nNodes: 31\nEdges: 43\nNode types: {'commit': 11, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'human_reported_issue_then_fix_attempt': 1, 'data_schema': 1, 'claimed_resolved_unverified': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'claimed_resolved_unverified': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-493bfcbe701b7cb5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420641, "scanner": "foundry_dataset", "fingerprint": "8d36c0c5a88eefaf5daa7d1ddd41a1cb42ca5f1e42a7138228a64c97378ad8be", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#439", "issue_number": "439", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c5286f82800eceda", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#439\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#439\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#439\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 439\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-cd8c25dcffb810ce", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420640, "scanner": "foundry_dataset", "fingerprint": "13cf611aff1b8e0f86a2de5b7824ba97668c74a0b29a4d7275bca5aa8212bb80", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#438", "issue_number": "438", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-9994019ae1e27d39", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#438\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#438\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#438\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 438\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-08ce8400d66b1ac3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420639, "scanner": "foundry_dataset", "fingerprint": "6d8546f8cc2afb317488e784c0d9e8dafbde5181915ace3b4946d51936b1aae9", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#433", "issue_number": "433", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-10b1282a5cc111cd", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#433\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#433\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#433\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 433\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-00fadafcd1da955c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420638, "scanner": "foundry_dataset", "fingerprint": "24a1988aa59e27a92e8a92428b44c195c9e6e746cdcf9f652a80c5782f65df69", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#432", "issue_number": "432", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-385d438cbd87c4fa", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#432\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#432\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#432\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 432\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-28f35220ceeac630", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420637, "scanner": "foundry_dataset", "fingerprint": "08da70ad04e720229d77f617dd08e76e9dbd96c796ba1a488aa74e351e7c298d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_or_ci": 2, "test_ci_gap": 1, "api_or_backend": 1, "docs_or_claims": 1, "runtime_failure": 2, "source_or_other": 1, "dependency_or_build": 1, "verification_or_tests": 9, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 65, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 5, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "comment_chain_touches_file": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 3, "pr_file": 5, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#430", "issue_number": "430", "quality_tiers": {"assumption_check": 1, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c1537add75bdd601", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 12, "api_or_backend": 6, "docs_or_claims": 6, "source_or_other": 6}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#430\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#430\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#430\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 430\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 65\nNode types: {'commit': 12, 'link_quality': 6, 'pr_file': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'comment_chain_touches_file': 15, 'chain_has_link_quality': 6, 'thread_touches_file': 5, 'issue_chain_touches_file': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'runtime_failure': 2, 'test_or_ci': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'source_or_other': 1, 'docs_or_claims': 1, 'api_or_backend': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7976dc7c8189b073", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420636, "scanner": "foundry_dataset", "fingerprint": "47ee78992f4659063925f4023e633b42a4a4e7e0423125e4f38254f3a89fcb0f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#424", "issue_number": "424", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0e322ee0870c662f", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#424\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#424\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#424\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 424\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-3b950ba1c5c1e33f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420635, "scanner": "foundry_dataset", "fingerprint": "c332b429e6acfc653fcdf01fb628f81de7a4594c81922b39a280c1f834ad7198", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "test_or_ci": 1, "data_schema": 1, "test_ci_gap": 2, "ui_or_frontend": 1, "source_or_other": 1, "mock_placeholder": 1, "dependency_or_build": 3, "verification_or_tests": 5, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 61, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 3, "comment_chain_links_commit": 12, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 3, "pr_file": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#419", "issue_number": "419", "quality_tiers": {"assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c00e9257be3acf41", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 6, "ui_or_frontend": 6, "source_or_other": 6, "dependency_or_build": 6}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#419\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#419\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#419\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 419\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 61\nNode types: {'commit': 11, 'link_quality': 7, 'pr_file': 4, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 12, 'comment_chain_touches_file': 12, 'chain_has_link_quality': 7, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'claimed_resolved_with_verification_signal': 4, 'dependency_or_build': 3, 'bug_fix': 3, 'test_ci_gap': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'source_or_other': 1, 'ui_or_frontend': 1, 'test_or_ci': 1, 'human_reported_issue_then_fix_attempt': 1, 'data_schema': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7abb759b1dee9161", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420634, "scanner": "foundry_dataset", "fingerprint": "9bb4d4375dc1bb460ee7d359f1b30eb3815ef793f55a92291698b1caeff6650b", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#418", "issue_number": "418", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-aa9d5e3ad15d74d6", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#418\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#418\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#418\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 418\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-216ba461d760250d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420633, "scanner": "foundry_dataset", "fingerprint": "7531d81438e8980bfadad6b79a45ca5408c5e4167e51fd346a82ea7e9b89cdcc", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#413", "issue_number": "413", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-72d06b81d67abf97", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#413\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#413\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#413\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 413\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-92c99ca32ed29052", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420632, "scanner": "foundry_dataset", "fingerprint": "204222b6ec51601302f7f046a0d1706bc8526df8db9081118e10a0fb4c6176a7", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#412", "issue_number": "412", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-f3dff97d6ca44d68", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#412\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#412\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#412\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 412\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-410ecfdb2cfcea16", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420631, "scanner": "foundry_dataset", "fingerprint": "7891a09333f7726c3fd6052a99412c2e019f037e3a9e34e87675dff77074429e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "mock_placeholder": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#407", "issue_number": "407", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-6fd6dde96b5e833c", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#407\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#407\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#407\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 407\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 5, 'commit': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 5, 'comment_chain_links_commit': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2a4d0cf1ed4e836a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420630, "scanner": "foundry_dataset", "fingerprint": "f019dc0d388be172964255ef9de25e24c4d5851fe7ca1047342dff035db6bafc", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#406", "issue_number": "406", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-824a26393e331584", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#406\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#406\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#406\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 406\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-830b11a6d18b6462", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420629, "scanner": "foundry_dataset", "fingerprint": "71715e5c85315acf8d4ccd30624a35bb4c28fc1f151cdcee42f2ddcc4c8ab67f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#405", "issue_number": "405", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-68f921186e68074a", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#405\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#405\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#405\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 405\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e1f4bc109cd78d53", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420628, "scanner": "foundry_dataset", "fingerprint": "7646f0ad2947270d41fdae8eba8d66361a8a628323a4699d47e298cae48484bc", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#404", "issue_number": "404", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2d817c5c90dfb6b4", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#404\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#404\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#404\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 404\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-741fcc2c71eeafc9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420627, "scanner": "foundry_dataset", "fingerprint": "43a26e25c527f8d49cddffa73ad4131250a8a527c4c632a6bea7201aa8913f1d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#402", "issue_number": "402", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-3e9d0fd957618e2c", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#402\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#402\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#402\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 402\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-77d260b5cfab5464", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420626, "scanner": "foundry_dataset", "fingerprint": "5baaac2ce891f9f1b59d2d1d4cddb8f5043ef0de932a1dc932a4b1cf1cee18ca", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#400", "issue_number": "400", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-52637a65987ee164", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#400\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#400\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#400\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 400\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-cc4e5a864e753210", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420625, "scanner": "foundry_dataset", "fingerprint": "dfd67eaade8984792aa7e7c55f462f4b404d38196e6a8c8cd8a5f94aa2e640b2", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 16, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#392", "issue_number": "392", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d7b5d4b32f97724f", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#392\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#392\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#392\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 392\nGraph consistency label: weak_supervision_needs_review\nNodes: 16\nEdges: 19\nNode types: {'commit': 4, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 4, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-a406fcc14c5e2516", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420624, "scanner": "foundry_dataset", "fingerprint": "3bd39add9097e673d5bc487bd217e9d13b2a45d626fed3110ebb86132c04425e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#390", "issue_number": "390", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e0af28083ca4920c", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#390\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#390\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#390\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 390\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-583d09279fd10a6f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420623, "scanner": "foundry_dataset", "fingerprint": "d0a943e88e0ef4c98d2f078d03b7f5a152b1840ee60f9a5c68cb9aa6c440031e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#389", "issue_number": "389", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a2b99e32a8464cac", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#389\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#389\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#389\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 389\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e08aa81c33d96692", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420622, "scanner": "foundry_dataset", "fingerprint": "6028d4dfa62ac2b480e38a201196183c841d4dd317eaaca58088dbaf74e0cfde", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#388", "issue_number": "388", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-6ee492985771f469", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#388\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#388\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#388\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 388\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'verification_or_tests': 1, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-8dea97012d2215cb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420621, "scanner": "foundry_dataset", "fingerprint": "a0e8534c36f3f0830b8da9195c3415df93b39e8f79aa358e110d9156c2a2a8cb", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "source_or_other": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#385", "issue_number": "385", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d7b3eb915e67ae66", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#385\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#385\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#385\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 385\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 19\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'source_or_other': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-9a58dd3277a729d5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420620, "scanner": "foundry_dataset", "fingerprint": "cd3b8352dba6d60b7dbd8e5f71dd2e4290ad5879738935fa21d929b1a93baa26", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "api_or_backend": 1, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#384", "issue_number": "384", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-371c1e7f255918ec", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"api_or_backend": 4}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#384\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#384\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#384\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 384\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 19\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_or_backend': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-4515f31805520737", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420619, "scanner": "foundry_dataset", "fingerprint": "1a7758296d8fd0bd75e177c2a4d26f0fc52cc5a7329ecf55e301db45defa8695", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 2, "api_or_backend": 1, "source_or_other": 3, "verification_or_tests": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 22, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "pr_file": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#383", "issue_number": "383", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-3d3f929f2fe92da6", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"api_or_backend": 5, "source_or_other": 15}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#383\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#383\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#383\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 383\nGraph consistency label: weak_supervision_needs_review\nNodes: 22\nEdges: 41\nNode types: {'link_quality': 6, 'pr_file': 4, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 8, 'chain_has_link_quality': 6, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'api_or_backend': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-e5365032da3ebe79", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420618, "scanner": "foundry_dataset", "fingerprint": "224ceed8f587dc255a7a7231020d3c5417bd804936f9b08a2acafd68829ba9be", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "source_or_other": 4, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#382", "issue_number": "382", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d8f1c85cd6ea1acc", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 16}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#382\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#382\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#382\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 382\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 32\nNode types: {'commit': 5, 'pr_file': 4, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'chain_has_link_quality': 4, 'issue_chain_touches_file': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'source_or_other': 4, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2e8837365909d164", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420617, "scanner": "foundry_dataset", "fingerprint": "76cf24c1187967a116c022d853bbad2c7da82dd3db6a3a986b3adea696d6375d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "api_or_backend": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#380", "issue_number": "380", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0283016664831a0a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 4}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#380\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#380\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#380\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 380\nGraph consistency label: supported_by_verification_signal\nNodes: 18\nEdges: 23\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_or_backend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-99f0babd916bbe2c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420616, "scanner": "foundry_dataset", "fingerprint": "e3faca0a919fa1aa587d330f0212abe36d36a54df415f49f6d70bdce16231210", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "api_or_backend": 1, "ui_or_frontend": 2, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#379", "issue_number": "379", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c23b54cf6188f694", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 4, "ui_or_frontend": 8}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#379\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#379\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#379\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 379\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 29\nNode types: {'commit': 5, 'link_quality': 4, 'pr_file': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'issue_chain_touches_file': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_or_backend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-14704df4a1f93047", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420615, "scanner": "foundry_dataset", "fingerprint": "019c2bbe043ac9b75a3372b2f963d126c5befc0f5f9bb08cdb55eb61e9e1f700", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#377", "issue_number": "377", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-4ff41b67f6d476fa", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#377\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#377\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#377\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 377\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-70ddb9103b5aa070", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420614, "scanner": "foundry_dataset", "fingerprint": "a04d8566f049771bd065166eddf0af99ecb8c3ff5336b0b2f657607f9717bbaa", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#376", "issue_number": "376", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d4a37a783b15f666", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#376\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#376\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#376\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 376\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-707d31784eb4ecb6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 420613, "scanner": "foundry_dataset", "fingerprint": "23da85c78999c3beb59cdb472ae1e43e2825c435f7314dcdcd94b944db506db1", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#366", "issue_number": "366", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-453ba4ed1e759c54", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#366\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#366\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#366\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 366\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-ae8ea7df802929c4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411400, "scanner": "foundry_dataset", "fingerprint": "0b41b9e86cf1f5f6a625ec926dd5c442a73e2aa832511d5e7446894be3e40ba6", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"docs_or_claims": 2, "source_or_other": 3, "dependency_or_build": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 6, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 6, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 6, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#454", "issue_number": "454", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c7f1c6ea5335dddd", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 12, "dependency_or_build": 4}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#454\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#454\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#454\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 454\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 38\nNode types: {'pr_file': 6, 'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 6, 'comment_chain_touches_file': 6, 'issue_chain_touches_file': 6, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'dependency_or_build': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-64e61eee09774754", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411399, "scanner": "foundry_dataset", "fingerprint": "24819887028461ddee63d37a949db0817f3502de3f9c3742a4128b1e00eb5d8b", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"data_schema": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#435", "issue_number": "435", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0a3a0fa601a54725", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#435\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#435\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#435\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 435\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-9181765ff7e96e25", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411398, "scanner": "foundry_dataset", "fingerprint": "04de15c792bd249261f7c26b7dea40457ee579baa4369f121a58adb04bdf4fa0", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"verification_or_tests": 1, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#431", "issue_number": "431", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-36ce2af19fd16ddd", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#431\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#431\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#431\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 431\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-01a15afb135a6732", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411397, "scanner": "foundry_dataset", "fingerprint": "0016a58259c6d227e07594a7b470b8bcd26d15d3f4161890b4311df211254448", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#420", "issue_number": "420", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-fe654d98963ecae0", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#420\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#420\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#420\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 420\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 18\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-47117e7d3a186826", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411396, "scanner": "foundry_dataset", "fingerprint": "27b4ee2937d725f1c956922be2a4a10b2626b9f87a70b5186160878a67f55e0b", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"data_schema": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#411", "issue_number": "411", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-5189945381636d17", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#411\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#411\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#411\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 411\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-7ccd0dc342f68c78", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411395, "scanner": "foundry_dataset", "fingerprint": "168bae3a20bd3d674865af9e589d240f3dddc400aa12b5099c85fedb17cceae6", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"data_schema": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#398", "issue_number": "398", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0e0dcd6fcb35f96d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#398\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#398\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#398\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 398\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-dc96a5ccea391da8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411394, "scanner": "foundry_dataset", "fingerprint": "960a240f5012f87b33b4e2fe6b1b9665fea89487166bf670fd3106da3307f083", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 4, "test_or_ci": 14, "data_schema": 1, "api_or_backend": 6, "docs_or_claims": 4, "schema_or_data": 2, "runtime_failure": 1, "source_or_other": 1, "mock_placeholder": 1, "dependency_or_build": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 115, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 27, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "comment_chain_touches_file": 36, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 56, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 3, "pr_file": 27, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#397", "issue_number": "397", "quality_tiers": {"assumption_check": 1, "weak_supervision": 5}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-aab9592d4d9b3845", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 84, "api_or_backend": 36, "docs_or_claims": 24, "schema_or_data": 12, "source_or_other": 6}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#397\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#397\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#397\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 397\nGraph consistency label: supported_by_verification_signal\nNodes: 56\nEdges: 115\nNode types: {'pr_file': 27, 'commit': 11, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 36, 'thread_touches_file': 27, 'comment_chain_links_commit': 15, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'test_or_ci': 14, 'api_or_backend': 6, 'verification_or_tests': 5, 'docs_or_claims': 4, 'bug_fix': 4, 'claimed_resolved_with_verification_signal': 4, 'schema_or_data': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'mock_placeholder': 1, 'runtime_failure': 1, 'source_or_other': 1, 'data_schema': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-c52ce86253f6242e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411393, "scanner": "foundry_dataset", "fingerprint": "b3bfa22f27f942eaee94f6a54cede908504ff2c5b76524eb64cd913a4a61a975", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "data_schema_persistence": 1, "mostly follows blueprint": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#372", "issue_number": "372", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-8b415b233ee51812", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#372\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#372\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#372\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 372\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 16\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-2181146a0265f6fd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 411392, "scanner": "foundry_dataset", "fingerprint": "2a30c44eb2927380963d6426a574361f2ce48fe125b67d811efc25f45ed710cc", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#371", "issue_number": "371", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d4b72d41c4a0e799", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#371\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#371\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#371\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 371\nGraph consistency label: assumption_check\nNodes: 12\nEdges: 15\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-c4fad4573f748288", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_docs_only_fix", "level": "error", "message": {"text": "Foundry mined docs only runtime fix: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 406334, "scanner": "foundry_dataset", "fingerprint": "6fe30061a580ee7f55f6962f70e42c3c20c95ffd1dda5699bf6c6c64fda36c00", "category": "practices", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Docs-only response to runtime or integration issue", "intent": "Assumption-check examples where docs or claims are not enough proof.", "labels": {"bug_fix": 2, "api_or_backend": 1, "docs_or_claims": 3, "source_or_other": 1, "dependency_or_build": 2, "security_or_secrets": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "docs_only_runtime_fix", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "docs_only_runtime_fix", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 5, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 5, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#455", "issue_number": "455", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-bd39a77f6ee69100", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"api_or_backend": 4, "docs_or_claims": 12, "source_or_other": 4}}, "text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#455\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#455\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#455\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 455\nGraph consistency label: weak_supervision_needs_review\nNodes: 19\nEdges: 31\nNode types: {'pr_file': 5, 'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 5, 'comment_chain_links_commit': 5, 'comment_chain_touches_file': 5, 'issue_chain_touches_file': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'docs_or_claims': 3, 'claimed_resolved_unverified': 3, 'dependency_or_build': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'source_or_other': 1, 'api_or_backend': 1, 'human_reported_issue_then_fix_attempt': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train models to reject docs-only fixes for runtime, integration, data, or security failures.\n- Add paired examples where the correct fix changes executable paths and adds verification.\nAssumption checks:\n- Do changed files include executable code or only documentation/claims?\n- Does the complaint require runtime behavior that docs cannot prove?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-224f43f37f2721cf", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/docs_only_runtime_fix/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/docs_only_runtime_fix", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_docs_only_fix", "level": "error", "message": {"text": "Foundry mined docs only runtime fix: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 406333, "scanner": "foundry_dataset", "fingerprint": "74c083b3614375e97a25185ba4c36342dd08e9a3c39387645f7e385a19ced5b1", "category": "practices", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Docs-only response to runtime or integration issue", "intent": "Assumption-check examples where docs or claims are not enough proof.", "labels": {"docs_or_claims": 2, "source_or_other": 1, "security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "docs_only_runtime_fix", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "docs_only_runtime_fix", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#453", "issue_number": "453", "quality_tiers": {"unresolved": 3}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-88ec6765fb267fcd", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 4}}, "text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#453\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#453\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#453\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 453\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 20\nNode types: {'pr_file': 3, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'chain_has_link_quality': 3, 'issue_chain_touches_file': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'docs_or_claims': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'source_or_other': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Train models to reject docs-only fixes for runtime, integration, data, or security failures.\n- Add paired examples where the correct fix changes executable paths and adds verification.\nAssumption checks:\n- Do changed files include executable code or only documentation/claims?\n- Does the complaint require runtime behavior that docs cannot prove?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-aca39f9c2bb8a3bf", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/docs_only_runtime_fix/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/docs_only_runtime_fix", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_docs_only_fix", "level": "error", "message": {"text": "Foundry mined docs only runtime fix: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 406332, "scanner": "foundry_dataset", "fingerprint": "369639d5255c854a3737098ea7ac6b484edb515cbc1a3ef75cbf861959cd03ab", "category": "practices", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Docs-only response to runtime or integration issue", "intent": "Assumption-check examples where docs or claims are not enough proof.", "labels": {"docs_or_claims": 1, "api_integration_gap": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "docs_only_runtime_fix", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "docs_only_runtime_fix", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "vibecoder10/economy-fastforward#365", "issue_number": "365", "quality_tiers": {"unresolved": 3, "assumption_check": 1}, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-add6c78f217df57e", "graph_gold_label": "assumption_check", "changed_file_labels": {"docs_or_claims": 4}}, "text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: assumption_check\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#365\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#365\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: vibecoder10/economy-fastforward#365\nRepo: vibecoder10/economy-fastforward\nIssue/PR number: 365\nGraph consistency label: assumption_check\nNodes: 13\nEdges: 18\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train models to reject docs-only fixes for runtime, integration, data, or security failures.\n- Add paired examples where the correct fix changes executable paths and adds verification.\nAssumption checks:\n- Do changed files include executable code or only documentation/claims?\n- Does the complaint require runtime behavior that docs cannot prove?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "graph-query-motif_query-a4c532a6cab33aaa", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/docs_only_runtime_fix/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "graph_queries/docs_only_runtime_fix", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392026, "scanner": "foundry_dataset", "fingerprint": "bdecd4ddbef39485872afe986c83ac1219a557bd5f60b5de08c6b09d11fb3cb2", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#56", "human_labels": ["agent_instruction_gap"], "issue_number": "56", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-275c25a19c6d5439", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#56\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#56\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-ea298c0aef18dc8e\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/56\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/56\\nTitle: fix: Sync Remotion image timing with actual word timestamps\\nBody:\\n## Summary\\n\\n- **Fixed image timing sync** - Images now change exactly when spoken words change\\n- **Disabled video file loading** - Project uses PNG images, not MP4 videos\\n- **Cumulative timing system** - Each image displays for the exact duration of its spoken words based on Whisper timestamps\\n\\n## How it works\\n\\n1. Whisper transcribes audio with word-level timestamps\\n2. Words are divided evenly across images for each scene\\n3. Duration = `end_time - start_time` of word boundaries\\n4. Both local `segmentData.ts` and Airtable `Duration (s)` field are updated\\n\\n## Changes\\n\\n- `remotion-video/src/Scene.tsx` - Use cumulative timing, disable video loading\\n- `remotion-video/src/segmentData.ts` - Segment data with accurate durations\\n\\n## Test plan\\n\\n- [ ] Run Remotion studio and verify images sync with voice over\\n- [ ] Check that images change at word boundaries, not arbitrary intervals\\n- [ ] Verify no \\\"video file not foun\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-0b83760ef7d288ca\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifa\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-7b64703afa0662c3", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392025, "scanner": "foundry_dataset", "fingerprint": "d172b7150dfec5bd3ced11d6c3fe5f6c0dccb61de49b37cfbc7c351ac1de0c73", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#456", "human_labels": ["api_or_backend", "deployment_env_gap", "docs_or_claims", "source_or_other"], "issue_number": "456", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-094bcd57621b0fb4", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 3, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 1, "docs_or_claims": 1, "source_or_other": 1}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#456\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#456\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 3\nLabels: {'deployment_env_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1, 'docs_or_claims': 1, 'api_or_backend': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-ac262c2173dbfd24\",\n \"kind\": \"pull_request_body\",\n \"label\": \"deployment_env_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/456\",\n \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/456\\nTitle: yt-dlp: zero-config cookies path (follow-up to #455)\\nBody:\\nWhen YTDLP_COOKIES_FILE is unset, auto-use ~/.config/storyengine/youtube_cookies.txt if it exists. Drop the exported cookies file there \u2192 fixed, no .env edit, no restart. Verified the fallback detection live on the VPS.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-91f494824ade05dc\",\n \"filename\": \".env.example\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 5,\n \"deletions\": 3,\n \"changes\": 8,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/3baa08dae3baec5007892f38333c7f9e6f6408a2/.env.example\"\n },\n {\n \"id\": \"github-pr-file-file-29b5955a7f884c0c\",\n \"filename\": \"docs/env-vars.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 1,\n \"deletions\": 1,\n \"changes\": 2,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/3baa08dae3baec5007892f38333c7f9e6f6408a2/docs%2Fenv-vars.md\"\n },\n {\n \"id\": \"github-pr-file-file-887e9bd3944508e0\",\n \"filename\": \"storyengine/backend/routes/niche.py\",\n \"label\": \"api_or_backend\",\n \"status\": \"modified\",\n \"additions\": 8,\n \"deletions\": 0,\n \"changes\": 8,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/3baa08dae3baec5007892f38333c7f9e6f6408a2/storyengine%2Fbackend%2Froutes%2Fniche.py\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8e7b354288cc26b6\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-f\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-c3bb604a301ad232", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392024, "scanner": "foundry_dataset", "fingerprint": "cc93edd521960015ce64148732bf2532929a4dfcb35ea8f1f041e816048b3e36", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#453", "human_labels": ["docs_or_claims", "security_auth_secret", "source_or_other"], "issue_number": "453", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-11c812ff76fbe53c", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 3, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 1}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#453\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#453\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 3\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1, 'docs_or_claims': 2}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-5f3eb6bd0d0eb6d3\",\n \"kind\": \"pull_request_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/453\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/453\\nTitle: feat(slack): degrade SlackClient to silent no-op when no token\\nBody:\\nPipeline is going customer-facing via Telegram (@YoutubeAGI_bot); Slack is being retired. SlackClient no longer raises on missing SLACK_BOT_TOKEN \u2014 it no-ops (enabled flag + guarded API methods), so we can blank SLACK_* in .env without crashing the pipeline. Verified: no-token instantiation + all notify_* return None, no exceptions.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-f15814538e72e4f1\",\n \"filename\": \"skills/video-pipeline/shared/clients/slack_client.py\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 12,\n \"deletions\": 3,\n \"changes\": 15,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/ae5ddec64f92b2151cb15ee3e485329329073a10/skills%2Fvideo-pipeline%2Fshared%2Fclients%2Fslack_client.py\"\n },\n {\n \"id\": \"github-pr-file-file-27b7db7ba77b6a30\",\n \"filename\": \"tasks/lessons.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 5,\n \"deletions\": 0,\n \"changes\": 5,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/ae5ddec64f92b2151cb15ee3e485329329073a10/tasks%2Flessons.md\"\n },\n {\n \"id\": \"github-pr-file-file-63bf55bca90b4605\",\n \"filename\": \"tasks/todo.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 5,\n \"deletions\": 0,\n \"changes\": 5,\n \"blob_url\": \"https://github.com/vibecoder10/economy-fastforward/blob/ae5ddec64f92b2151cb15ee3e485329329073a10/tasks%2Ftodo.md\"\n }\n]\nLinke\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-15fbfc7782556b89", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392023, "scanner": "foundry_dataset", "fingerprint": "e98b7bb2c509593515aadc9b69876a380fa3e187643e1466d9f68c40a9089544", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#452", "human_labels": ["agent_instruction_gap", "docs_or_claims", "source_or_other"], "issue_number": "452", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-e1a50b9a9c4c8538", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 7, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 5}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#452\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#452\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 7\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 5, 'docs_or_claims': 2}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-3c0c27ddc6e25eed\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/pull/452\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/pull/452\\nTitle: fix(pipeline): repoint 5 stale shim-name imports (pipeline couldn't import)\\nBody:\\nCommit 17b03be0 removed the back-compat shim packages but missed updating 5 imports, leaving `ModuleNotFoundError: curiosity_gap` so orchestrator.pipeline (--run-queue/--discover) could not import at all.\\n\\nFixes:\\n- title_idea/{idea_bot,cli,trending_idea_bot}.py + research/agent.py: `curiosity_gap.gap_title_engine` -> `title_idea.curiosity_gap.gap_title_engine`\\n- script/run.py: `brief_translator` -> `script.brief_translator`\\n\\nVerified: orchestrator.pipeline + all 5 touched entrypoints import cleanly. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#451", "human_labels": ["test_ci_gap"], "issue_number": "451", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-90f089a1784891c1", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#451\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#451\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-2a1bc911a6688f57\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/451\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/451\\nTitle: [PRD \u2014 landing page refresh around 'built by my AI co-founder' meta-story] Landing refresh: hero + meta-story section rewrite\\nBody:\\nRewrite the hero block in frontend/src/app/page.tsx to consume landing-copy.ts. Add an animated ship-count badge that fetches /api/public/ship-log and renders 'N cycles shipped in the last 30 days'. Secondary CTA points to /showcase. Preserve existing BYOK + pricing sections below. Acceptance: hero renders the new copy + live cadence stat; Playwright asserts badge renders a number > 0; existing pricing/BYOK sections untouched.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-landing-page-refresh-ai-cofounder-meta-story.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-f0d32e4a31ae8009\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-f0bc62db8af7bb53", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392021, "scanner": "foundry_dataset", "fingerprint": "36956e1a1f2e7f8804483f71d34e4cfcbaf161e85d4853403f84e21284594e55", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#449", "human_labels": ["ui_workflow_gap"], "issue_number": "449", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-5cab615a24d930b0", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#449\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#449\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'ui_workflow_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-4889f132f230cdc2\",\n \"kind\": \"issue_body\",\n \"label\": \"ui_workflow_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/449\",\n \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/449\\nTitle: [PRD \u2014 landing page refresh around 'built by my AI co-founder' meta-story] Landing refresh: copy draft + constants file\\nBody:\\nDraft the new hero copy, meta-story section, ship-log intro, and how-it-works headings into frontend/src/lib/landing-copy.ts as a typed constants module. Do not wire into any component yet \u2014 this PR is text-only so Ryan can taste-review and amend before we commit code to specific strings. Acceptance: constants file exported with typed fields; no UI changes yet; PR description includes a rendered preview of the copy for Ryan's review.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-landing-page-refresh-ai-cofounder-meta-story.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5511a04a9578d35f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-49912f4690c0b242", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392020, "scanner": "foundry_dataset", "fingerprint": "c315ada84bbc875e5944fecd9bdf4bc010dd700903d5f88563a98e0827f97218", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#448", "human_labels": ["test_ci_gap"], "issue_number": "448", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-1a97e23d9201b5c3", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#448\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#448\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 2\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-29e387cee5a6f5c7\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/448\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/448\\nTitle: [PRD \u2014 consolidated pre-launch security audit sweep] Security audit: consolidated report + launch-gate checklist\\nBody:\\nWrite docs/security/2026-pre-launch-audit.md summarizing every finding from the previous slices with severity (P0/P1/P2), status, and regression-lock reference. Update the launch checklist (or create docs/LAUNCH_CHECKLIST.md) to require 'security sweep complete' with a link to the latest CI run. Acceptance: report committed; every P0 is closed with a regression lock; checklist references the audit doc.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-consolidated-pre-launch-security-audit-sweep.md`\\nFiled by: osiris-scout (autonomous PM)\"\n },\n {\n \"id\": \"github-feedback-comment-427e33d18fb2a2fe\",\n \"kind\": \"issue_comment\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/448#issuecomment-4527521811\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: vibecoder10/economy-fastforward\\nAuthor: bmtriet (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/448#issuecomment-4527521811\\nTitle: \\nBody:\\nThis issue is a strong fit for an external lightweight launch/readiness pass: consolidated audit report, P0/P1/P2 status, regression-lock references, and a launch checklist gate.\\n\\nOne thing I would check in the final report is that every security item has both a code fix reference and a regression lock reference. Otherwise the audit can look complete while the failure mode is still easy to reintroduce.\\n\\nI am validating a lightweight public-repo safety audit workflow for AI-built/pre-laun\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-261e0e246329fa16", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392019, "scanner": "foundry_dataset", "fingerprint": "8e62392ed58f6182c9f625e91558a66857f5041af4b0ba60e986d34a80668c85", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#447", "human_labels": ["test_ci_gap"], "issue_number": "447", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-5824f24dca0193f1", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#447\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#447\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-875f276edbdf9ff4\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/447\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/447\\nTitle: [PRD \u2014 consolidated pre-launch security audit sweep] Security audit: secrets-in-logs CI scanner\\nBody:\\nAdd a CI step that scans the last N lines of recent structured-JSON logs (or a log sample captured during the test suite) for obvious secret prefixes: sk-ant-, sk_, AIza, xoxb-, ghp_, ghs_. Fails the build if any match. Also add a unit test that logs a fake secret and asserts the scanner catches it. Acceptance: CI step wired; matching prefix fails the step; non-matching logs pass.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-consolidated-pre-launch-security-audit-sweep.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-beb93c579173cb54\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-d1eaddcc99426fa3", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392018, "scanner": "foundry_dataset", "fingerprint": "b98bdf489e57d4414902017616eae7d798cb583da5ba8070dc281a482c3e96e6", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#446", "human_labels": ["security_auth_secret"], "issue_number": "446", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-721874824cdac181", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#446\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#446\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-b2dce3fcf1cd7b4b\",\n \"kind\": \"issue_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/446\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/446\\nTitle: [PRD \u2014 consolidated pre-launch security audit sweep] Security audit: SSRF allowlist on outbound HTTP clients\\nBody:\\nIntroduce a shared `safe_httpx_client()` factory in backend/shared/ that rejects internal addresses (169.254.*, 10.*, 127.*, ::1, metadata endpoints) unless explicitly allowlisted. Migrate every outbound httpx.AsyncClient() usage to the factory. AST-based regression test greps for raw httpx.AsyncClient/Client construction and fails the build. Acceptance: all existing outbound calls migrated; grep test is green; test case shows request to 169.254.169.254 is blocked.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-consolidated-pre-launch-security-audit-sweep.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-a9cd7e5b1ae8e03c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-f7009f2d3ca6883d", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392017, "scanner": "foundry_dataset", "fingerprint": "e6f144c590ff72d3c19c6921480e500b86f4e8c0789409c9f59687eab95a90db", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#445", "human_labels": ["security_auth_secret"], "issue_number": "445", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-0fc03d7168681cee", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#445\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#445\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-22d5a458b41a422d\",\n \"kind\": \"issue_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/445\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/445\\nTitle: [PRD \u2014 consolidated pre-launch security audit sweep] Security audit: OAuth state + PKCE verification audit\\nBody:\\nStatic-audit test (AST-based) over routes/google_auth.py and pending YouTube OAuth routes. Assert: state nonce is generated at /connect, stored server-side (session or DB), and compared at /callback with constant-time compare; PKCE code_verifier is generated + sent; callback rejects requests with missing or mismatched state. Acceptance: audit passes for current Google Drive flow; failing cases (e.g. removing state check) trip the test.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-consolidated-pre-launch-security-audit-sweep.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-28f21f32f69c546f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-26406e57192f1648", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392016, "scanner": "foundry_dataset", "fingerprint": "7be5bb22a9c9c1ceee502e20653460c1459adab8012293e1f29ec1cd249a0a10", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#444", "human_labels": ["security_auth_secret"], "issue_number": "444", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-c3ce4731c427f187", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#444\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#444\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-90ebfbb13f5cfbdb\",\n \"kind\": \"issue_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/444\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/444\\nTitle: [PRD \u2014 consolidated pre-launch security audit sweep] Security audit: rate-limit bypass suite\\nBody:\\nTest file in backend/tests/security/ that verifies per-plan token buckets can't be bypassed. Cases: spoofed X-Forwarded-For header, swapped tenant_id header/cookie, parallel connections exceeding plan limit, rapid refresh of auth token. Use httpx AsyncClient for concurrency. 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All attempts must return zero rows or raise RLS violation. Use the canonical create-tenant helper if one exists, else build one and reuse across the security suite. 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Body `{show_in_showcase: bool}` \u2014 idempotent flag flip. Emit a structured log line `{event: 'showcase_toggled', video_id, new_value, actor}` for audit. Reject requests for videos outside `DOGFOOD_TENANT_ID`. Acceptance: functional test \u2014 valid token + dogfood video flips flag; invalid token \u2192 401; non-dogfood video \u2192 403; repeated calls are idempotent.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-public-showcase-page-with-auto-generated-videos.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4fdf3343ff419ef9\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bun\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-947f9bf508f5e601", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392013, "scanner": "foundry_dataset", "fingerprint": "35a0382a7529cd4a9f8047bc8c1d3bec50e4b9afaf96f1ab946369b52fc02cb1", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#428", "human_labels": ["security_auth_secret"], "issue_number": "428", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-b550118e086a9c25", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#428\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#428\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-36852998adc539ed\",\n \"kind\": \"issue_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/428\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/428\\nTitle: [Stage 6.1 per-user API keys \u2014 decision PRD (two UX options for Ryan)] Per-user keys: migration 047 stub behind PER_USER_KEYS_ENABLED flag\\nBody:\\nAdd migration 047_secrets_user_id.sql doing ALTER TABLE secrets ADD COLUMN user_id uuid NULL plus compound unique (tenant_id, user_id, key_name). NULL user_id keeps meaning 'tenant-shared' for back-compat. Gate all read/write behavior changes behind PER_USER_KEYS_ENABLED env flag so the migration is inert until wired. Update schema.sql. Acceptance: migration applies, drift test green, existing get_secret calls still work because flag defaults off.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-per-user-api-keys-decision-prd.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5ffa03308ca2d060\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-7a1a458c59961f62", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392012, "scanner": "foundry_dataset", "fingerprint": "b028fca79eade6c3ae6809784dfb336ad144813545ac37566f2f52db952aa484", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#427", "human_labels": ["api_integration_gap"], "issue_number": "427", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-a43abf05967fe59d", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#427\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#427\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-8893e9ea14213b9e\",\n \"kind\": \"issue_body\",\n \"label\": \"api_integration_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/427\",\n \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/427\\nTitle: [Stage 6.1 per-user API keys \u2014 decision PRD (two UX options for Ryan)] Per-user keys: decision PRD lands + Ryan picks Option A or B\\nBody:\\nCommit the PRD at storyengine/prds/2026-04-23-per-user-api-keys-decision-prd.md and open a discussion issue tagged storyengine-meta. Ryan picks Option A (pure per-user) or Option B (tiered \u2014 recommended) in the thread. No code in this slice. Acceptance: PRD merged on main, decision comment recorded, follow-up issues 2\u20137 are only unblocked once the thread resolves.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-per-user-api-keys-decision-prd.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-a9ffcc3ca64440e0\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-f56ddb76b6aeb5cd", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392011, "scanner": "foundry_dataset", "fingerprint": "655366364bbbb82199cf54fa7004d97c10f88f5b7d19a822127e922892f73bb5", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#424", "human_labels": ["test_ci_gap"], "issue_number": "424", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-aea88a0beff690bc", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#424\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#424\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-b922b8bf00edd8a9\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/424\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/424\\nTitle: [Per-video cost tracking + cost breakdown on /pipeline/[videoId]] Cost tracking: frontend Cost widget on /pipeline/[videoId]\\nBody:\\nAdd fetchVideoCosts to frontend/src/lib/api.ts with matching TS types. Build VideoCostWidget component (bar chart per stage, total chip). Mount on /pipeline/[videoId] with loading/empty/error states. Invalidate the query after stage completion via existing SSE hook. Acceptance: Playwright spec creates a video, waits for one stage to complete, asserts the chip renders a non-zero total and the bar chart has \u22651 bar.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-per-video-cost-tracking-and-breakdown.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-df92fc9121a52a54\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-e78478ceece37ceb", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392010, "scanner": "foundry_dataset", "fingerprint": "8bb83b3a612fee9115ee190784490126335e27720a665780feab0b8f40cb9911", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#422", "human_labels": ["mock_placeholder"], "issue_number": "422", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-e6d0b9a6f8d79603", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#422\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#422\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-c9b8cf7c13e13616\",\n \"kind\": \"issue_body\",\n \"label\": \"mock_placeholder\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/422\",\n \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/422\\nTitle: [Per-video cost tracking + cost breakdown on /pipeline/[videoId]] Cost tracking: instrument pipeline_executor stages\\nBody:\\nThread a CostRecorder into PipelineExecutor.__init__ and call recorder.record() inside run_research, run_script, run_voice, run_images, run_video_generation, run_thumbnail, run_render after each external provider call. Count real units returned by clients (images, clips, characters, tokens) \u2014 no estimation. Keep per-stage diffs small. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#418", "human_labels": ["test_ci_gap"], "issue_number": "418", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-3babe27df43d627e", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#418\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#418\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-05e8629dd5f23465\",\n \"kind\": \"issue_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/418\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/418\\nTitle: [Build /settings Queue Health panel + backend queue-inspection endpoints] Queue admin: /settings/queue UI with counters, failed-job table, Retry/Cancel\\nBody:\\nAdd `frontend/src/app/settings/queue/page.tsx` with: (1) a Queue Health card showing live pending/running/failed counters (React Query 5s refetch), (2) a failed-jobs table with job_id, stage, video_id, truncated error, and Retry/Cancel buttons, (3) a \\\"last successful stage\\\" chip per running video_id.\\n\\nInclude loading, empty, and error states. Gate write actions to tenant owners.\\n\\nAcceptance: Playwright navigates to /settings/queue, sees counters, clicks Retry on a seeded failed job, and observes state transition to pending.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-build-settings-queue-health-panel-plus-backend-queue-inspection-endpoints.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-a3a6d8cd5fae9462\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-7e045bd3ff413031", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392008, "scanner": "foundry_dataset", "fingerprint": "9f5896c8a54f5706bf1484c67044f17883b9dbf7ab067d4b6f742455909add37", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#417", "human_labels": ["api_integration_gap"], "issue_number": "417", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-16e0b608a28cc90e", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#417\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#417\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-975fe0a407f7ec8d\",\n \"kind\": \"issue_body\",\n \"label\": \"api_integration_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/417\",\n \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/417\\nTitle: [Build /settings Queue Health panel + backend queue-inspection endpoints] Queue admin: frontend API + TypeScript types\\nBody:\\nIn `frontend/src/lib/api.ts`, add `fetchQueueHealth()`, `fetchQueueJobs({state, limit, offset})`, `retryJob(jobId)`, `cancelJob(jobId)`. Mirror the Pydantic shapes exactly in `lib/types.ts` (or inline) for `QueueHealth`, `QueueJob`, `QueueJobState`.\\n\\nAcceptance: `npx tsc --noEmit` clean; fetching against a running backend returns typed responses; error cases produce typed error objects the UI can render.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-build-settings-queue-health-panel-plus-backend-queue-inspection-endpoints.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6ce25e5e0f25e8e5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 4, \"docs\": 5}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-016f2c59958592d1", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392007, "scanner": "foundry_dataset", "fingerprint": "06143b4899de2049b2d165def316465add8478aac517769c5f61b52c94678f89", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#416", "human_labels": ["runtime_failure"], "issue_number": "416", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-f8f16522dac2cb15", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#416\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#416\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-53df70829c0b02da\",\n \"kind\": \"issue_body\",\n \"label\": \"runtime_failure\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/416\",\n \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/416\\nTitle: [Build /settings Queue Health panel + backend queue-inspection endpoints] Queue admin: backend routes + Pydantic models + tenant-isolation regression lock\\nBody:\\nAdd `backend/routes/queue_admin.py` with `GET /api/queue/health`, `GET /api/queue/jobs`, `POST /api/queue/jobs/{id}/retry`, `POST /api/queue/jobs/{id}/cancel`. Define matching Pydantic models in `models.py`. Register the router in `main.py`. Restrict write endpoints to tenant-owner membership.\\n\\nAdd `backend/tests/functional/test_queue_admin_tenant_isolation_lock.py` pinning 5 invariants: router registered, tenant_id required on every endpoint, write endpoints gated by owner check, jobs filtered by tenant_id in SQL/Redis call, traceback field truncated to 2KB.\\n\\nAcceptance: curl each endpoint returns expected shape; regression lock 5/5 green.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-build-settings-queue-health-panel-plus-backend-queue-inspection-endpoints.md`\\nFiled by: osiris-scout (auton\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9a8bc45d48d56c73\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_art\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-81758abbc0fbcbdc", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392006, "scanner": "foundry_dataset", "fingerprint": "70451408f9799100bf6adbde6df738891b7f4b1a6cbf466bb40014dfb0375ef5", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#415", "human_labels": ["api_integration_gap"], "issue_number": "415", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-34c43f810c16217d", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#415\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#415\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-f213424e465d787c\",\n \"kind\": \"issue_body\",\n \"label\": \"api_integration_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/415\",\n \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/415\\nTitle: [Build /settings Queue Health panel + backend queue-inspection endpoints] Queue admin: job_queue.py introspection helpers (list/get/retry/cancel)\\nBody:\\nExtend `backend/job_queue.py` with tenant-scoped helpers: `list_jobs(tenant_id, state, limit, offset)`, `get_job(tenant_id, job_id)`, `retry_job(tenant_id, job_id)`, `cancel_job(tenant_id, job_id)`. Wrap arq's `ArqRedis` introspection primitives and filter results server-side by the `tenant_id` stored on each enqueued job's kwargs.\\n\\nAdd unit tests against a local Redis fixture covering pending/running/failed states and verifying tenant isolation.\\n\\nAcceptance: helpers return correct counts and items under a seeded queue; cross-tenant requests return empty lists; 6+ unit tests green.\\n\\n---\\nPRD: `/Users/osiris/Desktop/osiris/20_Projects/storyengine/prds/2026-04-23-build-settings-queue-health-panel-plus-backend-queue-inspection-endpoints.md`\\nFiled by: osiris-scout (autonomous PM)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-af33c94c7ea9bd8f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: vibecoder10/economy-fastforward\nGraph label: source_backed_multi_signal_graph\nNodes: 17\nEdges: 26\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 9, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 5, \"artifact_supports_verification\": 4, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 9, \"repo_has_source_bundle\": 1, \"source_\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/vibecoder10/economy-fastforward", "source_id": "comment-chain-pattern-bad_chains-9b5e168ed939f831", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "vibecoder10/economy-fastforward", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: vibecoder10/economy-fastforward"}, "properties": {"repobilityId": 392005, "scanner": "foundry_dataset", "fingerprint": "f16ecd468ea7b90b4dee061c2df30c4066ba3730b6a6bfd368c5b9444eae37ab", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "vibecoder10/economy-fastforward#414", "human_labels": ["mock_placeholder"], "issue_number": "414", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.607, "repo_full_name": "vibecoder10/economy-fastforward", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-57ba293c939d0617", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 4, "docs": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 4, "source_artifact_count": 9, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 4, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: vibecoder10/economy-fastforward\nThread: vibecoder10/economy-fastforward#414\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: vibecoder10/economy-fastforward#414\nRepo: vibecoder10/economy-fastforward\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-87f4ca536c23e99c\",\n \"kind\": \"issue_body\",\n \"label\": \"mock_placeholder\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/vibecoder10/economy-fastforward/issues/414\",\n \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_body\\nRepo: vibecoder10/economy-fastforward\\nAuthor: vibecoder10 (User)\\nURL: https://github.com/vibecoder10/economy-fastforward/issues/414\\nTitle: [Ship Stage 4.3 BYOD Google Drive per-tenant storage] BYOD Drive: Playwright spec \u2014 fresh tenant Drive-connect round-trip\\nBody:\\nAdd `frontend/tests/byod-drive.spec.ts`: signs up a fresh tenant, mocks the Google Drive OAuth callback, clicks Connect Drive, creates a video, runs the pipeline through to render, and uses the Drive API list call (with the test tenant's refresh token) to assert all 6 asset categories (images, audio, voiceover, video clips, thumbnail, render) land in the expected `