`\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-9ce39f689a0b72e1", "name": "Dangling fetch: POST /api/parsing/skip/${currentJobId} (web/static/js/parsing.js:74)", "shortDescription": {"text": "Dangling fetch: POST /api/parsing/skip/${currentJobId} (web/static/js/parsing.js:74)"}, "fullDescription": {"text": "`web/static/js/parsing.js:74` calls `POST /api/parsing/skip/${currentJobId}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/parsing/skip/
`\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-778acf072c9409f1", "name": "Dangling fetch: GET /api/notifications/handled/recent_comment (web/static/js/notifications.js:567)", "shortDescription": {"text": "Dangling fetch: GET /api/notifications/handled/recent_comment (web/static/js/notifications.js:567)"}, "fullDescription": {"text": "`web/static/js/notifications.js:567` calls `GET /api/notifications/handled/recent_comment` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/notifications/handled/recent_comment`\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-29395df8a3588e9f", "name": "Dangling fetch: POST /api/auth/logout (web/static/js/radar.js:522)", "shortDescription": {"text": "Dangling fetch: POST /api/auth/logout (web/static/js/radar.js:522)"}, "fullDescription": {"text": "`web/static/js/radar.js:522` calls `POST /api/auth/logout` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/auth/logout`\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-85e1a9a32dc94eac", "name": "Dangling fetch: GET /api/auth/me (web/static/js/radar.js:528)", "shortDescription": {"text": "Dangling fetch: GET /api/auth/me (web/static/js/radar.js:528)"}, "fullDescription": {"text": "`web/static/js/radar.js:528` calls `GET /api/auth/me` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/auth/me`\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-f85f46d6124d4943", "name": "Dangling fetch: GET /health/ (web/static/js/api.js:33)", "shortDescription": {"text": "Dangling fetch: GET /health/ (web/static/js/api.js:33)"}, "fullDescription": {"text": "`web/static/js/api.js:33` calls `GET /health/` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: helper:request\nNormalized path used for matching: `/health`\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-736c7edc697ed197", "name": "Dangling fetch: GET /health/full (web/static/js/api.js:37)", "shortDescription": {"text": "Dangling fetch: GET /health/full (web/static/js/api.js:37)"}, "fullDescription": {"text": "`web/static/js/api.js:37` calls `GET /health/full` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: helper:request\nNormalized path used for matching: `/health/full`\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-92755a6441f0752c", "name": "Dangling fetch: GET /vk/stats (web/static/js/api.js:446)", "shortDescription": {"text": "Dangling fetch: GET /vk/stats (web/static/js/api.js:446)"}, "fullDescription": {"text": "`web/static/js/api.js:446` calls `GET /vk/stats` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: helper:request\nNormalized path used for matching: `/vk/stats`\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-df5644bc959d1275", "name": "Dangling fetch: GET /vk/validate-tokens (web/static/js/api.js:450)", "shortDescription": {"text": "Dangling fetch: GET /vk/validate-tokens (web/static/js/api.js:450)"}, "fullDescription": {"text": "`web/static/js/api.js:450` calls `GET /vk/validate-tokens` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: helper:request\nNormalized path used for matching: `/vk/validate-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-21847a1c99a9b1a8", "name": "Dangling fetch: GET /vk/carousel-status (web/static/js/api.js:454)", "shortDescription": {"text": "Dangling fetch: GET /vk/carousel-status (web/static/js/api.js:454)"}, "fullDescription": {"text": "`web/static/js/api.js:454` calls `GET /vk/carousel-status` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: helper:request\nNormalized path used for matching: `/vk/carousel-status`\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-5baa8971ebe192a1", "name": "Unused endpoint: GET /", "shortDescription": {"text": "Unused endpoint: GET /"}, "fullDescription": {"text": "`main.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-6a4dfcad3eb1618a", "name": "Unused endpoint: GET /login", "shortDescription": {"text": "Unused endpoint: GET /login"}, "fullDescription": {"text": "`main.py` declares `GET /login` 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-77898f6cfd7fa456", "name": "Unused endpoint: GET /radar", "shortDescription": {"text": "Unused endpoint: GET /radar"}, "fullDescription": {"text": "`main.py` declares `GET /radar` 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-d03d3c4a938c9811", "name": "Unused endpoint: GET /radar/sw.js", "shortDescription": {"text": "Unused endpoint: GET /radar/sw.js"}, "fullDescription": {"text": "`main.py` declares `GET /radar/sw.js` 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-6195d9c0f56c4cb6", "name": "Unused endpoint: GET /posts", "shortDescription": {"text": "Unused endpoint: GET /posts"}, "fullDescription": {"text": "`main.py` declares `GET /posts` 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-c3aac795a24eb16b", "name": "Unused endpoint: GET /communities", "shortDescription": {"text": "Unused endpoint: GET /communities"}, "fullDescription": {"text": "`main.py` declares `GET /communities` 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-f19bffcfd2c2ed30", "name": "Unused endpoint: GET /ad", "shortDescription": {"text": "Unused endpoint: GET /ad"}, "fullDescription": {"text": "`main.py` declares `GET /ad` 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-24557f084871da0d", "name": "Unused endpoint: GET /broadcast", "shortDescription": {"text": "Unused endpoint: GET /broadcast"}, "fullDescription": {"text": "`main.py` declares `GET /broadcast` 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-bd335a05e6cf332c", "name": "Unused endpoint: GET /ad-cabinet", "shortDescription": {"text": "Unused endpoint: GET /ad-cabinet"}, "fullDescription": {"text": "`main.py` declares `GET /ad-cabinet` 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-cac397e49a398147", "name": "Unused endpoint: GET /regions/new", "shortDescription": {"text": "Unused endpoint: GET /regions/new"}, "fullDescription": {"text": "`main.py` declares `GET /regions/new` 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-9c9b42c35f5f42e1", "name": "Unused endpoint: GET /regions/{region_code}/discovery", "shortDescription": {"text": "Unused endpoint: GET /regions/{region_code}/discovery"}, "fullDescription": {"text": "`main.py` declares `GET /regions/{region_code}/discovery` 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-ae8f8c2b2a0be632", "name": "Unused endpoint: GET /regions/{region_code}/prepare", "shortDescription": {"text": "Unused endpoint: GET /regions/{region_code}/prepare"}, "fullDescription": {"text": "`main.py` declares `GET /regions/{region_code}/prepare` 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-de7ea62c78b9f6f4", "name": "Unused endpoint: GET /regions/{region_code}/diagnostics", "shortDescription": {"text": "Unused endpoint: GET /regions/{region_code}/diagnostics"}, "fullDescription": {"text": "`main.py` declares `GET /regions/{region_code}/diagnostics` 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-d9981b6ee6186f8f", "name": "Unused endpoint: GET /regions/{region_code}/discovery/ai-batch", "shortDescription": {"text": "Unused endpoint: GET /regions/{region_code}/discovery/ai-batch"}, "fullDescription": {"text": "`main.py` declares `GET /regions/{region_code}/discovery/ai-batch` 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-0f4e084d70a7ded1", "name": "Unused endpoint: GET /tokens", "shortDescription": {"text": "Unused endpoint: GET /tokens"}, "fullDescription": {"text": "`main.py` declares `GET /tokens` 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-310935d158d81618", "name": "Unused endpoint: GET /publisher", "shortDescription": {"text": "Unused endpoint: GET /publisher"}, "fullDescription": {"text": "`main.py` declares `GET /publisher` 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-a93132c88527f024", "name": "Unused endpoint: GET /monitoring", "shortDescription": {"text": "Unused endpoint: GET /monitoring"}, "fullDescription": {"text": "`main.py` declares `GET /monitoring` 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-1fe05b686df157dc", "name": "Unused endpoint: GET /test_monitoring", "shortDescription": {"text": "Unused endpoint: GET /test_monitoring"}, "fullDescription": {"text": "`main.py` declares `GET /test_monitoring` 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-1d1b7d9ac54d7202", "name": "Unused endpoint: GET /diagnostic_monitoring", "shortDescription": {"text": "Unused endpoint: GET /diagnostic_monitoring"}, "fullDescription": {"text": "`main.py` declares `GET /diagnostic_monitoring` 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-967ebed58b87036a", "name": "Unused endpoint: GET /schedule", "shortDescription": {"text": "Unused endpoint: GET /schedule"}, "fullDescription": {"text": "`main.py` declares `GET /schedule` 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-5adec55dee60683c", "name": "Unused endpoint: GET /parsing", "shortDescription": {"text": "Unused endpoint: GET /parsing"}, "fullDescription": {"text": "`main.py` declares `GET /parsing` 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-83abc14fb134afaa", "name": "Unused endpoint: GET /parsing-stats", "shortDescription": {"text": "Unused endpoint: GET /parsing-stats"}, "fullDescription": {"text": "`main.py` declares `GET /parsing-stats` 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-94d9bfa1a7060da5", "name": "Unused endpoint: GET /publications", "shortDescription": {"text": "Unused endpoint: GET /publications"}, "fullDescription": {"text": "`main.py` declares `GET /publications` 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-410caf3e51a6bb78", "name": "Unused endpoint: GET /filtration", "shortDescription": {"text": "Unused endpoint: GET /filtration"}, "fullDescription": {"text": "`main.py` declares `GET /filtration` 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-146848fbee4b7409", "name": "Unused endpoint: GET /api/notifications/", "shortDescription": {"text": "Unused endpoint: GET /api/notifications/"}, "fullDescription": {"text": "`web/api/notifications.py` declares `GET /api/notifications/` 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-44f623c7b99083a5", "name": "Unused endpoint: GET /api/notifications/comments", "shortDescription": {"text": "Unused endpoint: GET /api/notifications/comments"}, "fullDescription": {"text": "`web/api/notifications.py` declares `GET /api/notifications/comments` 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-9e58d8a7e90da6ee", "name": "Unused endpoint: DELETE /api/notifications/handled", "shortDescription": {"text": "Unused endpoint: DELETE /api/notifications/handled"}, "fullDescription": {"text": "`web/api/notifications.py` declares `DELETE /api/notifications/handled` 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-893c8fca362cebca", "name": "Unused endpoint: GET /api/notifications/handled/{notification_type}", "shortDescription": {"text": "Unused endpoint: GET /api/notifications/handled/{notification_type}"}, "fullDescription": {"text": "`web/api/notifications.py` declares `GET /api/notifications/handled/{notification_type}` 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-a391adeefc772dc2", "name": "Unused endpoint: POST /api/notifications/comments/like", "shortDescription": {"text": "Unused endpoint: POST /api/notifications/comments/like"}, "fullDescription": {"text": "`web/api/notifications.py` declares `POST /api/notifications/comments/like` 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-5abb94792bd4b159", "name": "Unused endpoint: POST /api/notifications/comments/reply", "shortDescription": {"text": "Unused endpoint: POST /api/notifications/comments/reply"}, "fullDescription": {"text": "`web/api/notifications.py` declares `POST /api/notifications/comments/reply` 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-26276365d2c6c6cd", "name": "Unused endpoint: POST /api/notifications/messages/reply", "shortDescription": {"text": "Unused endpoint: POST /api/notifications/messages/reply"}, "fullDescription": {"text": "`web/api/notifications.py` declares `POST /api/notifications/messages/reply` 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-fbda72eee2493ce3", "name": "Unused endpoint: GET /api/filtration/meta", "shortDescription": {"text": "Unused endpoint: GET /api/filtration/meta"}, "fullDescription": {"text": "`web/api/filtration.py` declares `GET /api/filtration/meta` 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-916cd74d391013fc", "name": "Unused endpoint: GET /api/filtration/regions", "shortDescription": {"text": "Unused endpoint: GET /api/filtration/regions"}, "fullDescription": {"text": "`web/api/filtration.py` declares `GET /api/filtration/regions` 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-29b7ff389ff2b20d", "name": "Unused endpoint: GET /api/filtration/{region_code}", "shortDescription": {"text": "Unused endpoint: GET /api/filtration/{region_code}"}, "fullDescription": {"text": "`web/api/filtration.py` declares `GET /api/filtration/{region_code}` 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-b9a301adb55a7c31", "name": "Unused endpoint: PUT /api/filtration/{region_code}", "shortDescription": {"text": "Unused endpoint: PUT /api/filtration/{region_code}"}, "fullDescription": {"text": "`web/api/filtration.py` declares `PUT /api/filtration/{region_code}` 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-231b22756b8d0431", "name": "Unused endpoint: GET /api/regions/{region_code}/digest-template", "shortDescription": {"text": "Unused endpoint: GET /api/regions/{region_code}/digest-template"}, "fullDescription": {"text": "`web/api/regions.py` declares `GET /api/regions/{region_code}/digest-template` 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-c1b01a4699a40666", "name": "Unused endpoint: PUT /api/regions/{region_code}/digest-template", "shortDescription": {"text": "Unused endpoint: PUT /api/regions/{region_code}/digest-template"}, "fullDescription": {"text": "`web/api/regions.py` declares `PUT /api/regions/{region_code}/digest-template` 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-cb828416362e876d", "name": "Unused endpoint: POST /api/regions/{region_code}/digest-template/reset", "shortDescription": {"text": "Unused endpoint: POST /api/regions/{region_code}/digest-template/reset"}, "fullDescription": {"text": "`web/api/regions.py` declares `POST /api/regions/{region_code}/digest-template/reset` 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-68e2a426403d3999", "name": "Unused endpoint: POST /api/regions/{region_code}/digest-template/reset-topic", "shortDescription": {"text": "Unused endpoint: POST /api/regions/{region_code}/digest-template/reset-topic"}, "fullDescription": {"text": "`web/api/regions.py` declares `POST /api/regions/{region_code}/digest-template/reset-topic` 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-c2fa3f3e64f498fc", "name": "Unused endpoint: POST /api/regions/diagnostics/task/{task_id}/status", "shortDescription": {"text": "Unused endpoint: POST /api/regions/diagnostics/task/{task_id}/status"}, "fullDescription": {"text": "`web/api/regions.py` declares `POST /api/regions/diagnostics/task/{task_id}/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-9168dfea6395c14b", "name": "Unused endpoint: GET /api/regions/diagnostics/task/{task_id}/status", "shortDescription": {"text": "Unused endpoint: GET /api/regions/diagnostics/task/{task_id}/status"}, "fullDescription": {"text": "`web/api/regions.py` declares `GET /api/regions/diagnostics/task/{task_id}/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-7e891f50007912a6", "name": "Unused endpoint: POST /api/regions/{region_code}/diagnostics", "shortDescription": {"text": "Unused endpoint: POST /api/regions/{region_code}/diagnostics"}, "fullDescription": {"text": "`web/api/regions.py` declares `POST /api/regions/{region_code}/diagnostics` 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-8606f03ad591aa33", "name": "Unused endpoint: GET /api/regions/", "shortDescription": {"text": "Unused endpoint: GET /api/regions/"}, "fullDescription": {"text": "`web/api/regions.py` declares `GET /api/regions/` 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-fdbe6cc84128a62b", "name": "Unused endpoint: GET /api/regions/suggest-neighbors", "shortDescription": {"text": "Unused endpoint: GET /api/regions/suggest-neighbors"}, "fullDescription": {"text": "`web/api/regions.py` declares `GET /api/regions/suggest-neighbors` 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-2c3d1d103b19a7f6", "name": "Unused endpoint: GET /all", "shortDescription": {"text": "Unused endpoint: GET /all"}, "fullDescription": {"text": "`web/api/schedule_management.py` declares `GET /all` 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-b1365b498d9bd57f", "name": "Unused endpoint: GET /region/{region_code}", "shortDescription": {"text": "Unused endpoint: GET /region/{region_code}"}, "fullDescription": {"text": "`web/api/schedule_management.py` declares `GET /region/{region_code}` 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-49b45e757d073643", "name": "Unused endpoint: POST /add", "shortDescription": {"text": "Unused endpoint: POST /add"}, "fullDescription": {"text": "`web/api/schedule_management.py` declares `POST /add` 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-8e03a6dfeeb7880e", "name": "Unused endpoint: PUT /update/{schedule_id}", "shortDescription": {"text": "Unused endpoint: PUT /update/{schedule_id}"}, "fullDescription": {"text": "`web/api/schedule_management.py` declares `PUT /update/{schedule_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-158321a88c41b2e7", "name": "Unused endpoint: DELETE /delete/{schedule_id}", "shortDescription": {"text": "Unused endpoint: DELETE /delete/{schedule_id}"}, "fullDescription": {"text": "`web/api/schedule_management.py` declares `DELETE /delete/{schedule_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-1b5d166858a11009", "name": "Unused endpoint: POST /generate-default", "shortDescription": {"text": "Unused endpoint: POST /generate-default"}, "fullDescription": {"text": "`web/api/schedule_management.py` declares `POST /generate-default` 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/22044"}, "properties": {"repository": "Valstan/setka", "repoUrl": "https://github.com/Valstan/setka", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Valstan/setka"}, "properties": {"repobilityId": 423509, "scanner": "foundry_dataset", "fingerprint": "014346c3f40626975f694f2d609ff0e2b3ca4e9e7cf827ecdc74c23ec8344a8c", "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": "Valstan/setka#4", "issue_number": "4", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Valstan/setka", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d1ca443b3ac6b6ec", "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: Valstan/setka\nThread: Valstan/setka#4\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: Valstan/setka\nThread: Valstan/setka#4\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#4\nRepo: Valstan/setka\nIssue/PR number: 4\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/Valstan/setka", "source_id": "graph-query-motif_query-dd72eb941bf4998c", "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": "Valstan/setka", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Valstan/setka"}, "properties": {"repobilityId": 423508, "scanner": "foundry_dataset", "fingerprint": "82519c27c840455a2be58dff71bc11431a913808de467829c27fc84cbe556ced", "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": "Valstan/setka#2", "issue_number": "2", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Valstan/setka", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9ebe499df65fd0cf", "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: Valstan/setka\nThread: Valstan/setka#2\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: Valstan/setka\nThread: Valstan/setka#2\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#2\nRepo: Valstan/setka\nIssue/PR number: 2\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/Valstan/setka", "source_id": "graph-query-motif_query-d4a76757b755f3d2", "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": "Valstan/setka", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395435, "scanner": "foundry_dataset", "fingerprint": "78367929f6daed497c7b8827525494c1ed35f9e3069535729412df0f212dda53", "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": 3, "api_or_backend": 1, "docs_or_claims": 1, "source_or_other": 9, "api_integration_gap": 1, "verification_or_tests": 3, "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": 58, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 14, "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": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 31, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 14, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Valstan/setka#254", "issue_number": "254", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a5967cc14072bf34", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 12, "api_or_backend": 4, "docs_or_claims": 4, "source_or_other": 36}}, "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: Valstan/setka\nThread: Valstan/setka#254\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: Valstan/setka\nThread: Valstan/setka#254\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#254\nRepo: Valstan/setka\nIssue/PR number: 254\nGraph consistency label: supported_by_verification_signal\nNodes: 31\nEdges: 58\nNode types: {'pr_file': 14, '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': 14, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, '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: {'source_or_other': 9, 'test_or_ci': 3, 'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'api_or_backend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-cc7fb48bdf948df7", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395434, "scanner": "foundry_dataset", "fingerprint": "c5f7590b915dd7b9f47d46ad9efc531786d458c8f9929359b3cf8a78f3c45faa", "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, "ui_workflow": 1, "api_or_backend": 1, "docs_or_claims": 1, "source_or_other": 6, "api_integration_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": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 10, "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": 10, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 27, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 10, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Valstan/setka#252", "issue_number": "252", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7690ed5ab1e31401", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 8, "api_or_backend": 4, "docs_or_claims": 4, "source_or_other": 24}}, "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: Valstan/setka\nThread: Valstan/setka#252\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: Valstan/setka\nThread: Valstan/setka#252\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#252\nRepo: Valstan/setka\nIssue/PR number: 252\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 50\nNode types: {'pr_file': 10, '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': 10, 'comment_chain_touches_file': 10, 'issue_chain_touches_file': 10, '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: {'source_or_other': 6, 'claimed_resolved_with_verification_signal': 3, 'test_or_ci': 2, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'api_or_backend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-768fb7507eaaaafc", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395433, "scanner": "foundry_dataset", "fingerprint": "9f24b573b765fdb89c92ac690022b60488fe6e25adea713d77df5246c1196c48", "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_or_ci": 2, "api_or_backend": 1, "docs_or_claims": 2, "schema_or_data": 2, "source_or_other": 5, "generated_provenance": 2, "verification_or_tests": 2, "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": 56, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 12, "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": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 29, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 12, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Valstan/setka#249", "issue_number": "249", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8198dae903bfd8b9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 8, "api_or_backend": 4, "docs_or_claims": 8, "schema_or_data": 8, "source_or_other": 20}}, "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: Valstan/setka\nThread: Valstan/setka#249\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: Valstan/setka\nThread: Valstan/setka#249\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#249\nRepo: Valstan/setka\nIssue/PR number: 249\nGraph consistency label: supported_by_verification_signal\nNodes: 29\nEdges: 56\nNode types: {'pr_file': 12, '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': 12, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, '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: {'source_or_other': 5, 'claimed_resolved_with_verification_signal': 3, 'schema_or_data': 2, 'docs_or_claims': 2, 'test_or_ci': 2, 'verification_or_tests': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'api_or_backend': 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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-156887f5db4bc753", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395432, "scanner": "foundry_dataset", "fingerprint": "f0c077fc17ff15cd3078545cb2aef44db92a6a807e2a5c324e98075f2fef1edb", "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": 3, "api_integration_gap": 1, "generated_provenance": 1, "mostly follows blueprint": 1, "self_attested_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "self_attested_or_generated_fix_unverified": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"self_attested_unverified": 6}, "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": 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": 1, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 16, "node_types": {"repo": 1, "commit": 1, "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": "Valstan/setka#248", "issue_number": "248", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-505430dcecb61630", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 12}}, "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#248\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: Valstan/setka\nThread: Valstan/setka#248\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#248\nRepo: Valstan/setka\nIssue/PR number: 248\nGraph consistency label: supported_by_high_confidence_link\nNodes: 16\nEdges: 25\nNode types: {'link_quality': 4, 'pr_file': 3, '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, '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, '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: {'docs_or_claims': 3, 'self_attested_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'self_attested_or_generated_fix_unverified': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'self_attested_unverified': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-73c0ded1c29cb702", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395431, "scanner": "foundry_dataset", "fingerprint": "620ca3a3050dd8e192c983e14e73c905ffdd715466849f3a49854bf1c6920265", "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_or_ci": 1, "test_ci_gap": 1, "api_or_backend": 1, "generated_provenance": 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": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "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": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "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": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Valstan/setka#247", "issue_number": "247", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c279212c80faae4b", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 4, "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#247\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: Valstan/setka\nThread: Valstan/setka#247\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#247\nRepo: Valstan/setka\nIssue/PR number: 247\nGraph consistency label: supported_by_high_confidence_link\nNodes: 19\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 4, 'pr_file': 2, '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': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 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: {'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, 'test_or_ci': 1, 'api_or_backend': 1, 'comment_has_related_commit_context': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-c0cc0622e6f1c0a6", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395430, "scanner": "foundry_dataset", "fingerprint": "02d08c72e91dd7e23fe3681b1abd8df72e7f7d7fac8bc29289944ce7d4fcfbc1", "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_or_ci": 2, "test_ci_gap": 1, "api_or_backend": 1, "source_or_other": 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": 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": "Valstan/setka#246", "issue_number": "246", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1e5121ff898f6c63", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 8, "api_or_backend": 4, "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: supported_by_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#246\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: Valstan/setka\nThread: Valstan/setka#246\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#246\nRepo: Valstan/setka\nIssue/PR number: 246\nGraph consistency label: supported_by_high_confidence_link\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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'test_or_ci': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'source_or_other': 1, 'api_or_backend': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-9076c8f99b75fbda", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395429, "scanner": "foundry_dataset", "fingerprint": "22774c011e95c0ae67892f69656deace3b9eafc767da0896e58d8bea91b06aee", "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, "docs_or_claims": 2, "source_or_other": 3, "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": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 5, "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": 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": 22, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Valstan/setka#245", "issue_number": "245", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-182e38f1acaf4640", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 12}}, "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#245\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: Valstan/setka\nThread: Valstan/setka#245\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#245\nRepo: Valstan/setka\nIssue/PR number: 245\nGraph consistency label: supported_by_high_confidence_link\nNodes: 22\nEdges: 35\nNode types: {'pr_file': 5, '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': 5, 'comment_chain_links_commit': 5, 'comment_chain_touches_file': 5, 'issue_chain_touches_file': 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, '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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-fc45a9f9c0de0e45", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395428, "scanner": "foundry_dataset", "fingerprint": "4406b13b3fe8fc039f7977f1ebc2f331dde68babda58fd9a70e8d3da702bbe9b", "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, "api_or_backend": 2, "api_integration_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": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "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": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "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": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Valstan/setka#244", "issue_number": "244", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f0b829b43648441e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 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: Valstan/setka\nThread: Valstan/setka#244\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: Valstan/setka\nThread: Valstan/setka#244\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#244\nRepo: Valstan/setka\nIssue/PR number: 244\nGraph consistency label: supported_by_verification_signal\nNodes: 19\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 4, 'pr_file': 2, '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': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 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: {'claimed_resolved_with_verification_signal': 3, 'api_or_backend': 2, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-5ad1a7179f24dc05", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395427, "scanner": "foundry_dataset", "fingerprint": "d1e2088d6198c1e5e586bf92c5c42a58e2ded317e986d528ccb6f87ee3108fd3", "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_or_ci": 5, "test_ci_gap": 1, "api_or_backend": 1, "schema_or_data": 2, "source_or_other": 9, "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": 61, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 17, "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": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 34, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 17, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Valstan/setka#243", "issue_number": "243", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-446b9fe921d133e1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 20, "api_or_backend": 4, "schema_or_data": 8, "source_or_other": 36}}, "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: Valstan/setka\nThread: Valstan/setka#243\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: Valstan/setka\nThread: Valstan/setka#243\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#243\nRepo: Valstan/setka\nIssue/PR number: 243\nGraph consistency label: supported_by_verification_signal\nNodes: 34\nEdges: 61\nNode types: {'pr_file': 17, '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': 17, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, '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: {'source_or_other': 9, 'test_or_ci': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'schema_or_data': 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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-142451d80d091278", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395426, "scanner": "foundry_dataset", "fingerprint": "5fcb647bef1b8d25eec5a565e641d9b0e4dce7a593c7e40a1caf3df0563abab5", "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, "generated_provenance": 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": 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": "Valstan/setka#241", "issue_number": "241", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3779b14d7f71c5d3", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#241\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: Valstan/setka\nThread: Valstan/setka#241\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#241\nRepo: Valstan/setka\nIssue/PR number: 241\nGraph consistency label: supported_by_high_confidence_link\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, '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, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-8c467fd0b2605807", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395425, "scanner": "foundry_dataset", "fingerprint": "7c14818f0329783e92b23e9d6050a98c0e88bf359f9a6906539ce9395f0b99b2", "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, "ui_workflow": 1, "generated_provenance": 1, "verification_or_tests": 3, "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": "Valstan/setka#239", "issue_number": "239", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-71702cdc936b52cf", "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: Valstan/setka\nThread: Valstan/setka#239\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: Valstan/setka\nThread: Valstan/setka#239\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#239\nRepo: Valstan/setka\nIssue/PR number: 239\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': 3, '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, 'ui_workflow': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-6feaa61a57653031", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395424, "scanner": "foundry_dataset", "fingerprint": "2d8e8a1a52fe30f98363dba71ab5eed39bfc47c4b59de22aa0c01a7a97392cb3", "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": "Valstan/setka#237", "issue_number": "237", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-abf7002d5c79bd1f", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#237\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: Valstan/setka\nThread: Valstan/setka#237\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#237\nRepo: Valstan/setka\nIssue/PR number: 237\nGraph consistency label: supported_by_high_confidence_link\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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-848f639719218fce", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395423, "scanner": "foundry_dataset", "fingerprint": "d323b81798fc83fe7c69c0201ab3aa3ecf07c6983e6ad6050dcdeb804a2a53a1", "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": 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": "Valstan/setka#236", "issue_number": "236", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f1ab14d90382301a", "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: Valstan/setka\nThread: Valstan/setka#236\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: Valstan/setka\nThread: Valstan/setka#236\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#236\nRepo: Valstan/setka\nIssue/PR number: 236\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, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-18e8ecc05e7a633a", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395422, "scanner": "foundry_dataset", "fingerprint": "2e2988a01c8e6c62ab43717a295f9da59f6fe7fafb099a844834c74529ae9da9", "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, "generated_provenance": 1, "verification_or_tests": 3, "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": "Valstan/setka#235", "issue_number": "235", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e47afd387b4eb3a6", "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: Valstan/setka\nThread: Valstan/setka#235\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: Valstan/setka\nThread: Valstan/setka#235\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#235\nRepo: Valstan/setka\nIssue/PR number: 235\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': 3, '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, 'generated_provenance': 1, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-bae06a1a7125fe1b", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395421, "scanner": "foundry_dataset", "fingerprint": "1bc575928254d558d65f0f14d5cc7134991fe44439a5bb7c91d0a0de9ae9bb48", "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, "generated_provenance": 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": 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": "Valstan/setka#233", "issue_number": "233", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-509c73f3c75c0e71", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#233\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: Valstan/setka\nThread: Valstan/setka#233\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#233\nRepo: Valstan/setka\nIssue/PR number: 233\nGraph consistency label: supported_by_high_confidence_link\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, '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, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-3b059944c17fcd08", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395420, "scanner": "foundry_dataset", "fingerprint": "edd9e7a506365211672983e0f49a46ca7497acd0cc41a9d828a4c5e5c81309da", "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, "generated_provenance": 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": 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": "Valstan/setka#232", "issue_number": "232", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-02e2525fbf9fa3ef", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#232\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: Valstan/setka\nThread: Valstan/setka#232\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#232\nRepo: Valstan/setka\nIssue/PR number: 232\nGraph consistency label: supported_by_high_confidence_link\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, '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, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-713901cf6c4058a3", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395419, "scanner": "foundry_dataset", "fingerprint": "bc5e0df5607a6742ed44ae6271e6ad8ffbd49265d48f04c0b096446d73bfd3ec", "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": 3, "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": 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": "Valstan/setka#231", "issue_number": "231", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-705971a95e0f4948", "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: Valstan/setka\nThread: Valstan/setka#231\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: Valstan/setka\nThread: Valstan/setka#231\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#231\nRepo: Valstan/setka\nIssue/PR number: 231\nGraph consistency label: supported_by_verification_signal\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': 3, '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, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-0f32e23c81dc6589", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395418, "scanner": "foundry_dataset", "fingerprint": "2a44bc541236395b0cfa601ce5eaafefbed51310fbbd760bd3d76ab176519f31", "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, "generated_provenance": 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": 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": "Valstan/setka#230", "issue_number": "230", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a5abadbf9978040c", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#230\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: Valstan/setka\nThread: Valstan/setka#230\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#230\nRepo: Valstan/setka\nIssue/PR number: 230\nGraph consistency label: supported_by_high_confidence_link\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, '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, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-d1405cc9a803ee0b", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395417, "scanner": "foundry_dataset", "fingerprint": "810f9373f706b655a66697805ba18d2844e9589a2f6de67314b7285ad715d1fe", "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, "generated_provenance": 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": 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": "Valstan/setka#228", "issue_number": "228", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cdff56f2646c66dc", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#228\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: Valstan/setka\nThread: Valstan/setka#228\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#228\nRepo: Valstan/setka\nIssue/PR number: 228\nGraph consistency label: supported_by_high_confidence_link\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, '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, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-67878fd1cf6b32e9", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395416, "scanner": "foundry_dataset", "fingerprint": "83851f74c827ac6c765d7314fbfe0aa5ab147cad72fc04489dabda6e202408f3", "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, "generated_provenance": 2, "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": 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": "Valstan/setka#227", "issue_number": "227", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-11d7da11007fe03d", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#227\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: Valstan/setka\nThread: Valstan/setka#227\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#227\nRepo: Valstan/setka\nIssue/PR number: 227\nGraph consistency label: supported_by_high_confidence_link\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: {'ambiguous_needs_more_evidence': 3, 'generated_provenance': 2, '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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-43791e890780489b", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395415, "scanner": "foundry_dataset", "fingerprint": "f1ac675cb35de7ead04291e0400799d8d5b3bea09f8d6316aa8eda15098df26d", "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, "ui_workflow": 1, "generated_provenance": 2, "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": "Valstan/setka#224", "issue_number": "224", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-affd432d89396574", "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: Valstan/setka\nThread: Valstan/setka#224\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: Valstan/setka\nThread: Valstan/setka#224\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#224\nRepo: Valstan/setka\nIssue/PR number: 224\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, 'generated_provenance': 2, '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, 'ui_workflow': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-953c09ed137421e0", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395414, "scanner": "foundry_dataset", "fingerprint": "dd344873258f64a93a2e5c13db95c42c14440046873fb08fadeb130dbd622b59", "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, "generated_provenance": 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": 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": "Valstan/setka#223", "issue_number": "223", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e4cd32ddd2eabe82", "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: Valstan/setka\nThread: Valstan/setka#223\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: Valstan/setka\nThread: Valstan/setka#223\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#223\nRepo: Valstan/setka\nIssue/PR number: 223\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, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'generated_provenance': 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/Valstan/setka", "source_id": "graph-query-motif_query-e5a0ddb761f3fb96", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395413, "scanner": "foundry_dataset", "fingerprint": "da1745df4352c962b7b5e273a520b3657559db9817aec273d797e0133bd262ae", "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": 1, "test_ci_gap": 1, "generated_provenance": 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": "Valstan/setka#222", "issue_number": "222", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ba0a3b9c929e7739", "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: Valstan/setka\nThread: Valstan/setka#222\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: Valstan/setka\nThread: Valstan/setka#222\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#222\nRepo: Valstan/setka\nIssue/PR number: 222\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, '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, 'data_schema': 1, 'bug_fix': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-687a51234c206041", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395412, "scanner": "foundry_dataset", "fingerprint": "15e3cb37343101c315d79cacf67df0de04e62d610e00391e0030e76fd6823682", "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, "ui_workflow": 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": "Valstan/setka#221", "issue_number": "221", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-740c765bbc5f7e55", "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: Valstan/setka\nThread: Valstan/setka#221\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: Valstan/setka\nThread: Valstan/setka#221\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#221\nRepo: Valstan/setka\nIssue/PR number: 221\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, 'ui_workflow': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-f7536ce279f61a72", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395411, "scanner": "foundry_dataset", "fingerprint": "82608201c00fa8b279da0b007d52e0bef108ca8f21ad8258552137399f911a8d", "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, "generated_provenance": 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": 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": "Valstan/setka#220", "issue_number": "220", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9eb60786971bba17", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#220\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: Valstan/setka\nThread: Valstan/setka#220\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#220\nRepo: Valstan/setka\nIssue/PR number: 220\nGraph consistency label: supported_by_high_confidence_link\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, '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, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-5d6e8938b85d92f3", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395410, "scanner": "foundry_dataset", "fingerprint": "6f11e9cb42dcae9920d2fd50814822adbc3fdc62c3f17393f4663d407fb1ddcb", "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, "security_or_secrets": 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": "Valstan/setka#219", "issue_number": "219", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d3bad4ad3c9cefb8", "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: Valstan/setka\nThread: Valstan/setka#219\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: Valstan/setka\nThread: Valstan/setka#219\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#219\nRepo: Valstan/setka\nIssue/PR number: 219\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, 'security_or_secrets': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-3517fb6bd3f16213", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395409, "scanner": "foundry_dataset", "fingerprint": "d58f72f2691e276859456ddb315f1501a4ac0944dacaed86717a4c1ab1fad53b", "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, "test_ci_gap": 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": "Valstan/setka#218", "issue_number": "218", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-5c13c9cb6719f4d0", "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: Valstan/setka\nThread: Valstan/setka#218\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: Valstan/setka\nThread: Valstan/setka#218\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#218\nRepo: Valstan/setka\nIssue/PR number: 218\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, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-6c3e8a81be2c3eb8", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395408, "scanner": "foundry_dataset", "fingerprint": "3f520267db0f59865a91e3b557558b3087e8c583807e51007555683216ea94d5", "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, "generated_provenance": 2, "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": 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": "Valstan/setka#217", "issue_number": "217", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-5f54f6092f5d082a", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#217\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: Valstan/setka\nThread: Valstan/setka#217\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#217\nRepo: Valstan/setka\nIssue/PR number: 217\nGraph consistency label: supported_by_high_confidence_link\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': 3, 'ambiguous_needs_more_evidence': 3, 'generated_provenance': 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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-dbaa037e081ec7ff", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395407, "scanner": "foundry_dataset", "fingerprint": "2102994467fad897829dd6192f61efff55ea071a214e31b0e0f9be83e1f4f5cb", "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, "generated_provenance": 2, "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": "Valstan/setka#214", "issue_number": "214", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ec166123a64d256e", "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: Valstan/setka\nThread: Valstan/setka#214\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: Valstan/setka\nThread: Valstan/setka#214\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#214\nRepo: Valstan/setka\nIssue/PR number: 214\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, 'generated_provenance': 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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-8b4a805abb76eec6", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395406, "scanner": "foundry_dataset", "fingerprint": "f6b0c87d3190efddee0a55f4359382f3c16becc5376cb7508eae1f6147d06c51", "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, "dependency_or_build": 1, "generated_provenance": 2, "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": "Valstan/setka#211", "issue_number": "211", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c57cff177a06cf8f", "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: Valstan/setka\nThread: Valstan/setka#211\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: Valstan/setka\nThread: Valstan/setka#211\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#211\nRepo: Valstan/setka\nIssue/PR number: 211\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, 'generated_provenance': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-46a0d87538bd26cb", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395405, "scanner": "foundry_dataset", "fingerprint": "0022f91e277081411a521ea35035c491a2d730272f025d7d85b599ab2118e5f5", "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, "generated_provenance": 1, "verification_or_tests": 3, "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": "Valstan/setka#210", "issue_number": "210", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9054bc1c68515372", "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: Valstan/setka\nThread: Valstan/setka#210\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: Valstan/setka\nThread: Valstan/setka#210\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#210\nRepo: Valstan/setka\nIssue/PR number: 210\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': 3, '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, 'generated_provenance': 1, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-fe49fcf7b00b6d7c", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395404, "scanner": "foundry_dataset", "fingerprint": "89d19b83ffec4a3e9186eaf50efc23e43c401059fc960dee342377cc086fc478", "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, "security_or_secrets": 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": "Valstan/setka#202", "issue_number": "202", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a1ed9b2e19338faa", "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: Valstan/setka\nThread: Valstan/setka#202\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: Valstan/setka\nThread: Valstan/setka#202\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#202\nRepo: Valstan/setka\nIssue/PR number: 202\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, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'security_or_secrets': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-cf99d5750d3a1a44", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395403, "scanner": "foundry_dataset", "fingerprint": "a258bc3714ed187d542f3e2e51ebe89a75f364fc2fa8cab0f9db658da276e0cd", "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": "Valstan/setka#198", "issue_number": "198", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-4f83de277dc613d5", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#198\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: Valstan/setka\nThread: Valstan/setka#198\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#198\nRepo: Valstan/setka\nIssue/PR number: 198\nGraph consistency label: supported_by_high_confidence_link\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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-9711629328b8e00d", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395402, "scanner": "foundry_dataset", "fingerprint": "f9c7de640d2008fca74c440de0573af878b8165490cb44c5f1b9daf081d7c06d", "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, "security_or_secrets": 1, "verification_or_tests": 3, "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": "Valstan/setka#196", "issue_number": "196", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6387e74b59ca85a4", "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: Valstan/setka\nThread: Valstan/setka#196\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: Valstan/setka\nThread: Valstan/setka#196\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#196\nRepo: Valstan/setka\nIssue/PR number: 196\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': 3, '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, 'security_or_secrets': 1, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-eb8399c5a1c2634e", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395401, "scanner": "foundry_dataset", "fingerprint": "19fd7544294c8ec14d68137c6741fc1d23f687c1fbe65e9b5a341ef9a827e48e", "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, "generated_provenance": 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": 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": "Valstan/setka#194", "issue_number": "194", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-68048b45ee930b18", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#194\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: Valstan/setka\nThread: Valstan/setka#194\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#194\nRepo: Valstan/setka\nIssue/PR number: 194\nGraph consistency label: supported_by_high_confidence_link\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, '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, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-daefd0de13e40415", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395400, "scanner": "foundry_dataset", "fingerprint": "5edad991eae68c155fb7898ca013c15e76fb05edd2f139f5ce0921ff297db66e", "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, "generated_provenance": 2, "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": 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": "Valstan/setka#193", "issue_number": "193", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-57e712bedaba8d0a", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#193\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: Valstan/setka\nThread: Valstan/setka#193\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#193\nRepo: Valstan/setka\nIssue/PR number: 193\nGraph consistency label: supported_by_high_confidence_link\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: {'ambiguous_needs_more_evidence': 3, 'generated_provenance': 2, '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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-da347c8977b00d6e", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395399, "scanner": "foundry_dataset", "fingerprint": "9a0720d8c7150310ecf18e2002081d4b0a847c7ac62dfedf429cea5d43656b18", "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, "test_ci_gap": 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": "Valstan/setka#191", "issue_number": "191", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-129edaa4228ea65f", "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: Valstan/setka\nThread: Valstan/setka#191\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: Valstan/setka\nThread: Valstan/setka#191\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#191\nRepo: Valstan/setka\nIssue/PR number: 191\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, 'data_schema': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-c434b969e237aff7", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395398, "scanner": "foundry_dataset", "fingerprint": "95e48fe44e6742416869f0de63d8e992b13c8b9086ce753214ec7814db64096d", "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, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 3, "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": "Valstan/setka#190", "issue_number": "190", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-67afcb33be9e4983", "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: Valstan/setka\nThread: Valstan/setka#190\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: Valstan/setka\nThread: Valstan/setka#190\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#190\nRepo: Valstan/setka\nIssue/PR number: 190\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': 3, '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, 'data_schema': 1, 'dependency_or_build': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-e3598486b6c0c1d4", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395397, "scanner": "foundry_dataset", "fingerprint": "5f23d689994718fbd55bc6975ecadd76fa3e6c6008c1dfe9709cc7098943d122", "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, "generated_provenance": 2, "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": 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": "Valstan/setka#187", "issue_number": "187", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2cd07664730eecbe", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#187\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: Valstan/setka\nThread: Valstan/setka#187\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#187\nRepo: Valstan/setka\nIssue/PR number: 187\nGraph consistency label: supported_by_high_confidence_link\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': 3, 'ambiguous_needs_more_evidence': 3, 'generated_provenance': 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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-db23ab7a00cfb63d", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395396, "scanner": "foundry_dataset", "fingerprint": "e53f4de56dc6a641a70f61b134e2782e8c82718889f1d3eb43d838b8ff13cd87", "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, "generated_provenance": 2, "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": 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": "Valstan/setka#186", "issue_number": "186", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bde774169c79d08b", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#186\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: Valstan/setka\nThread: Valstan/setka#186\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#186\nRepo: Valstan/setka\nIssue/PR number: 186\nGraph consistency label: supported_by_high_confidence_link\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': 3, 'ambiguous_needs_more_evidence': 3, 'generated_provenance': 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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-a801421f3e0ea55b", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395395, "scanner": "foundry_dataset", "fingerprint": "c53aa8f1b459d71ecd289b836a54b630f3c52d20e8c9e990d019db0f8c5b2813", "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, "generated_provenance": 1, "verification_or_tests": 3, "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": "Valstan/setka#184", "issue_number": "184", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bb6033f622d43ba7", "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: Valstan/setka\nThread: Valstan/setka#184\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: Valstan/setka\nThread: Valstan/setka#184\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#184\nRepo: Valstan/setka\nIssue/PR number: 184\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': 3, '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, 'bug_fix': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-5a9ecc30234fc7fb", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395394, "scanner": "foundry_dataset", "fingerprint": "3a042beb35b4e7b76436af66d945054fdb56b0fa98659858fbd362c3a6b1deda", "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": 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": "Valstan/setka#179", "issue_number": "179", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8f25960dd3c725d7", "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: Valstan/setka\nThread: Valstan/setka#179\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: Valstan/setka\nThread: Valstan/setka#179\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#179\nRepo: Valstan/setka\nIssue/PR number: 179\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, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-160e1f7779286001", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395393, "scanner": "foundry_dataset", "fingerprint": "251604d3c96f6b9bc9449e843e4d03e415bc29ff79dee57baf16a4084003ce10", "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, "generated_provenance": 2, "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": 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": "Valstan/setka#178", "issue_number": "178", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-91945e554defd188", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: Valstan/setka\nThread: Valstan/setka#178\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: Valstan/setka\nThread: Valstan/setka#178\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#178\nRepo: Valstan/setka\nIssue/PR number: 178\nGraph consistency label: supported_by_high_confidence_link\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': 3, 'ambiguous_needs_more_evidence': 3, 'generated_provenance': 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: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-56ac28a0ccb29be4", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395392, "scanner": "foundry_dataset", "fingerprint": "e90aafa2485287ec9de72d16ef292704f2a34ba0ca29878f0ab8351b40152d7e", "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, "ui_workflow": 1, "generated_provenance": 1, "verification_or_tests": 3, "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": "Valstan/setka#177", "issue_number": "177", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-456348611aab07c1", "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: Valstan/setka\nThread: Valstan/setka#177\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: Valstan/setka\nThread: Valstan/setka#177\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#177\nRepo: Valstan/setka\nIssue/PR number: 177\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': 3, '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, 'ui_workflow': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-790fef9d2279ee8e", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395391, "scanner": "foundry_dataset", "fingerprint": "405224ec098b9fbb11a421f3054591cf3d432b7e2f244dadc8769fb261c64cd4", "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, "generated_provenance": 1, "verification_or_tests": 3, "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": "Valstan/setka#174", "issue_number": "174", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d323f443cb61f2ec", "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: Valstan/setka\nThread: Valstan/setka#174\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: Valstan/setka\nThread: Valstan/setka#174\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#174\nRepo: Valstan/setka\nIssue/PR number: 174\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': 3, '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, 'bug_fix': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-b5e55b07d496c4f3", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395390, "scanner": "foundry_dataset", "fingerprint": "5f7824a99ab77336a59bab5889700ac8bbb036d7f93ad15137111cc72f603bca", "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, "generated_provenance": 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": "Valstan/setka#173", "issue_number": "173", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a255370ae8ccf7c7", "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: Valstan/setka\nThread: Valstan/setka#173\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: Valstan/setka\nThread: Valstan/setka#173\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#173\nRepo: Valstan/setka\nIssue/PR number: 173\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, '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, 'human_reported_issue_then_verified_fix_attempt': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-4f6deaa30c31d9ef", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395389, "scanner": "foundry_dataset", "fingerprint": "1241218a47014a55b1d79f3dfbea31d4a6658badef40f7645f2cc22246fc239c", "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, "verification_or_tests": 3, "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": "Valstan/setka#172", "issue_number": "172", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-635398154d9ae846", "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: Valstan/setka\nThread: Valstan/setka#172\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: Valstan/setka\nThread: Valstan/setka#172\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#172\nRepo: Valstan/setka\nIssue/PR number: 172\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': 3, 'claimed_resolved_with_verification_signal': 3, '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, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-60ca0880ed983107", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395388, "scanner": "foundry_dataset", "fingerprint": "00452149313d17d1c8a0c0796e15f7e50542c776d66b9d2cbc52f9363813b75e", "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, "verification_or_tests": 3, "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": "Valstan/setka#171", "issue_number": "171", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-69762742f7bb6026", "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: Valstan/setka\nThread: Valstan/setka#171\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: Valstan/setka\nThread: Valstan/setka#171\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#171\nRepo: Valstan/setka\nIssue/PR number: 171\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': 3, 'claimed_resolved_with_verification_signal': 3, '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, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-62e57d2ed99c9175", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395387, "scanner": "foundry_dataset", "fingerprint": "2d77ca8fa52de3bd7fbecebaf7d517e9719f9311aed104fe42b4835eac1f2f96", "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": 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": "Valstan/setka#169", "issue_number": "169", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b1aa9fe81e708b41", "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: Valstan/setka\nThread: Valstan/setka#169\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: Valstan/setka\nThread: Valstan/setka#169\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#169\nRepo: Valstan/setka\nIssue/PR number: 169\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, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-f510a48eb45189c8", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395386, "scanner": "foundry_dataset", "fingerprint": "8b8429d76848506a132e2ca8e94d7b0109dc1c46cdc2a974aaaad0e5d75ad55b", "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": 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": "Valstan/setka#168", "issue_number": "168", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e83505c4e0fe64e6", "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: Valstan/setka\nThread: Valstan/setka#168\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: Valstan/setka\nThread: Valstan/setka#168\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#168\nRepo: Valstan/setka\nIssue/PR number: 168\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, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-784932c849204e4f", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395385, "scanner": "foundry_dataset", "fingerprint": "36d8ea61cc7ad2f15b0c2c36f718b9d5783387e1039b8f7986dc3dcbb4c14b57", "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": 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": "Valstan/setka#167", "issue_number": "167", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-35c73ddc7bca5933", "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: Valstan/setka\nThread: Valstan/setka#167\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: Valstan/setka\nThread: Valstan/setka#167\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#167\nRepo: Valstan/setka\nIssue/PR number: 167\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, 'bug_fix': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-6683acff37e6f971", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395384, "scanner": "foundry_dataset", "fingerprint": "ba8ee2f9f25963f06166a1e1cfc30b2d881fd6fa0ec236e223d39910b8ce83bf", "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, "generated_provenance": 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": "Valstan/setka#166", "issue_number": "166", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1d8a65d03a9aea4d", "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: Valstan/setka\nThread: Valstan/setka#166\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: Valstan/setka\nThread: Valstan/setka#166\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#166\nRepo: Valstan/setka\nIssue/PR number: 166\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, '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, 'human_reported_issue_then_verified_fix_attempt': 1, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-beef8488f07db12c", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395383, "scanner": "foundry_dataset", "fingerprint": "ba17ee474439f363480a0243ded7456d9d642f557f77103a23075fa56d1ef9fe", "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, "generated_provenance": 1, "verification_or_tests": 3, "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": "Valstan/setka#165", "issue_number": "165", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-4b764008aae991a5", "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: Valstan/setka\nThread: Valstan/setka#165\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: Valstan/setka\nThread: Valstan/setka#165\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#165\nRepo: Valstan/setka\nIssue/PR number: 165\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': 3, '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, 'generated_provenance': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-43af1183099d157a", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Valstan/setka"}, "properties": {"repobilityId": 395382, "scanner": "foundry_dataset", "fingerprint": "73c62104603c41ea4d464a27a7a38d674a00a63fc5ea6ab50625c4ef7ec5fa0b", "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, "ui_workflow": 1, "dependency_or_build": 1, "generated_provenance": 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": 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": "Valstan/setka#164", "issue_number": "164", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "Valstan/setka", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1604280984588b1c", "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: Valstan/setka\nThread: Valstan/setka#164\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: Valstan/setka\nThread: Valstan/setka#164\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Valstan/setka#164\nRepo: Valstan/setka\nIssue/PR number: 164\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, '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, 'ui_workflow': 1, 'generated_provenance': 1, 'dependency_or_build': 1, 'verification_or_tests': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/Valstan/setka", "source_id": "graph-query-motif_query-dd90df3a599562fb", "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": "Valstan/setka", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374549, "scanner": "foundry_dataset", "fingerprint": "987be3dea1de204ee4fe24ce1a901470aae82be1dca049650568a1b9223c4a41", "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": "Valstan/setka#7", "human_labels": ["security_auth_secret"], "issue_number": "7", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.72, "repo_full_name": "Valstan/setka", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4036d3e53e79f5a2", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "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": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#7\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: Valstan/setka#7\nRepo: Valstan/setka\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-32a70a8c0079791f\",\n \"kind\": \"issue_comment\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/7#issuecomment-4488481957\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/7#issuecomment-4488481957\\nTitle: \\nBody:\\nReplaced by clean rebase: PR #6 squash superseded the base. New PR from claude/community-access-tokens-v2.\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-277ceff06e7b5244\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"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/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-cfdd029e726fdee8", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374548, "scanner": "foundry_dataset", "fingerprint": "f4e9cdb57c5306375e62edcce0bb2e0423cd591073a110e248d4d86f7db02309", "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": "Valstan/setka#4", "human_labels": ["human_feedback_general"], "issue_number": "4", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "Valstan/setka", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-d7b6deb8fb1cbd6c", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "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": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#4\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: Valstan/setka#4\nRepo: Valstan/setka\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-6f56083d5bf22fc5\",\n \"kind\": \"issue_comment\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/Valstan/setka/pull/4#issuecomment-4487172771\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/4#issuecomment-4487172771\\nTitle: \\nBody:\\nReplaced by clean rebase onto current main (PR #3 squash superseded the base commit, causing conflict).\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e9cf30fedc0f6b54\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"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/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-6e3fad58eaf6c418", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374547, "scanner": "foundry_dataset", "fingerprint": "ca8da5daae6958ffc60ac4278ea2f32dceddf6e30f897d762ee35edb3ea0f8a6", "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": "Valstan/setka#260", "human_labels": ["agent_instruction_gap", "docs_or_claims"], "issue_number": "260", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8478caa6bfae92b0", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 2}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#260\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#260\nRepo: Valstan/setka\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: 2\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'docs_or_claims': 2}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-ae522f63e83732fe\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/260\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/260\\nTitle: chore(session): handoff \u2014 \u00ab\u0420\u0430\u0434\u0438\u043e\u0442\u043e\u0447\u043a\u0430\u00bb (11 PR) + \u043d\u0430\u0445\u043e\u0434\u043a\u0430 relay-\u0433\u0440\u0430\u0431\u043b\u0435\u0439\\nBody:\\n## Summary\\n\\nHandoff \u043e\u0431\u043d\u043e\u0432\u043b\u0451\u043d \u0447\u0435\u0440\u0435\u0437 /close_session. \u0421\u0435\u0441\u0441\u0438\u044f 2026-06-14/15: \u043b\u0438\u0447\u043d\u044b\u0439 \u043a\u0430\u0431\u0438\u043d\u0435\u0442 \u0440\u0430\u0434\u0430\u0440\u0430 **\u00ab\u0420\u0430\u0434\u0438\u043e\u0442\u043e\u0447\u043a\u0430\u00bb** \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d \u0446\u0435\u043b\u0438\u043a\u043e\u043c (PR #249\u2013#259).\\n\\n- **Status:** ACTIVE\\n- **\u0422\u0435\u043a\u0443\u0449\u0430\u044f \u043d\u0438\u0442\u043a\u0430:** \u043a\u0430\u0431\u0438\u043d\u0435\u0442 \u0440\u0430\u0434\u0430\u0440\u0430 \u2014 \u0432\u044b\u0432\u043e\u0434\u044b+\u043f\u0430\u0443\u0437\u0430 (\u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044f 045), \u043e\u043f\u0435\u0440-\u0441\u0441\u044b\u043b\u043a\u0430 \u00ab\u0420\u0430\u0434\u0430\u0440\u00bb, Telegram-\u043b\u0438\u0447\u043a\u0430 (\u043f\u0440\u043e\u0432\u0435\u0440\u0435\u043d\u0430), VK-\u043b\u0438\u0447\u043a\u0430 \u0447\u0435\u0440\u0435\u0437 Bots Long Poll (\u043f\u043e\u043b\u043b\u0435\u0440 \u0436\u0438\u0432\u0451\u0442), TG-relay \u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432 \u043a \u0442\u044f\u0436\u0451\u043b\u044b\u043c \u043a\u0430\u043d\u0430\u043b\u0430\u043c (@ASupersharij \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f). \u0420\u0435\u0448\u0435\u043d\u0438\u0435: \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c user-VK-\u0442\u043e\u043a\u0435\u043d\u044b.\\n- **\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0448\u0430\u0433:** \u0431\u0440\u0430\u0443\u0437\u0435\u0440/TG-\u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 (VK-\u0441\u0432\u044f\u0437\u043a\u0430, \u0444\u043e\u0440\u0432\u0430\u0440\u0434 @ASupersharij) + \u043e\u043f\u0446. \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0430\u044f \u0441\u0435\u0442\u044c (\u043f\u043e\u0447\u0442\u0430=SMTP / MAX=probe).\\n\\n\u0422\u0430\u043a\u0436\u0435 \u043f\u0438\u0441\u044c\u043c\u043e-\u043d\u0430\u0445\u043e\u0434\u043a\u0430 #009 (`mailbox/to-brain/`): \u0433\u0440\u0430\u0431\u043b\u0438 CF-Worker relay (\u0431\u0443\u0444\u0435\u0440\u0438\u0437\u0443\u0439-\u043d\u0435-\u0441\u0442\u0440\u0438\u043c\u044c, GET-\u0444\u043e\u043b\u0431\u044d\u043a \u0433\u0438\u0433\u0430\u043d\u0442\u0430\u043c, curl HTTP/1.1 \u0432\u0440\u0451\u0442 \u2014 \u043c\u0435\u0440\u044c httpx).\\n\\n## Test plan\\n- Doc-only (handoff + mailbox-\u043d\u0430\u0445\u043e\u0434\u043a\u0430). \u041a\u043e\u0434 \u0441\u0435\u0441\u0441\u0438\u0438 \u2014 \u0432 \u0441\u043c\u0435\u0440\u0436\u0435\u043d\u043d\u044b\u0445 #249\u2013#258 (1427 \u0442\u0435\u0441\u0442\u043e\u0432 \u0437\u0435\u043b\u0451\u043d\u044b\u0435, \u0437\u0430\u0434\u0435\u043f\u043b\u043e\u0435\u043d\u043e).\\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-1c36e25506e85a3d\",\n \"filename\": \"docs/SESSION_HANDOFF.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 32,\n \"deletions\": 28,\n \"changes\": 60,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/8621eb609a781e95cba4be6c9a3f8064dd040319/docs%2FSESSION_HANDOFF.md\"\n },\n {\n \"id\": \"github-pr-file-file-b84ddbaa550ab242\",\n \"filename\": \"mailbox/to-brain/2026-06-15-cf-relay-robustness-gotchas.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"added\",\n \"additions\": 55,\n \"deletions\": 0,\n \"changes\": 55,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/8621eb609a781e95cba4be6c9a3f8064dd040319/mailbox%2Fto-brain%2F2026-06-15-cf-relay-robustness-gotchas.md\"\n }\n]\nLinked ch\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-d6cfa9e9ba38b8c8", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374546, "scanner": "foundry_dataset", "fingerprint": "36d5e640f981ba9221c4ad41e7b96a9faf8038243f003aac0da39f6a244b43b3", "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": "Valstan/setka#258", "human_labels": ["agent_instruction_gap", "source_or_other"], "issue_number": "258", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.895, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-f1ae99618485f6f0", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 4, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#258\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#258\nRepo: Valstan/setka\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-b048c59ea3cc4742\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/258\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/258\\nTitle: fix(tg-relay): \u0431\u044b\u0441\u0442\u0440\u044b\u0439 AJAX\u2192GET \u0444\u043e\u043b\u0431\u044d\u043a (6\u0441/25\u0441) \u0434\u043b\u044f \u0442\u044f\u0436\u0451\u043b\u044b\u0445 \u043a\u0430\u043d\u0430\u043b\u043e\u0432\\nBody:\\n\u0423\u0441\u043a\u043e\u0440\u0435\u043d\u0438\u0435 \u0444\u043e\u043b\u0431\u044d\u043a\u0430 \u0438\u0437 #257: AJAX-\u043f\u043e\u043f\u044b\u0442\u043a\u0430 \u043f\u0430\u0434\u0430\u043b\u0430 \u0442\u043e\u043b\u044c\u043a\u043e \u0437\u0430 20\u0441. \u0422\u0435\u043f\u0435\u0440\u044c AJAX 6\u0441 \u2192 GET 25\u0441, VPS-\u0442\u0430\u0439\u043c\u0430\u0443\u0442 30\u219245\u0441. \u0413\u0438\u0433\u0430\u043d\u0442\u044b \u0432\u0440\u043e\u0434\u0435 @ASupersharij \u0431\u044b\u0441\u0442\u0440\u043e \u0443\u0445\u043e\u0434\u044f\u0442 \u043d\u0430 \u0440\u0430\u0431\u043e\u0447\u0438\u0439 GET (og:title + \u0441\u0432\u0435\u0436\u0438\u0439 \u043f\u043e\u0441\u0442). Infra + \u043e\u0434\u0438\u043d \u0442\u0430\u0439\u043c\u0430\u0443\u0442.\\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-bf1b12c8c0931347\",\n \"filename\": \"infra/tg_relay/worker.js\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 10,\n \"deletions\": 8,\n \"changes\": 18,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/4414bed07ffd215c067668f0de8c83957466cd49/infra%2Ftg_relay%2Fworker.js\"\n },\n {\n \"id\": \"github-pr-file-file-38c8d86a0cd37fc9\",\n \"filename\": \"modules/radar/sources/tg.py\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 1,\n \"deletions\": 1,\n \"changes\": 2,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/4414bed07ffd215c067668f0de8c83957466cd49/modules%2Fradar%2Fsources%2Ftg.py\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ee8e4882fdd692b2\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"sch\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-1a6ef1dd705eb182", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374545, "scanner": "foundry_dataset", "fingerprint": "0f33b0bf3de155cdee4869af7e76ca2940d36b1fa215970d764d745affc76e22", "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": "Valstan/setka#257", "human_labels": ["agent_instruction_gap", "source_or_other"], "issue_number": "257", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-b2aa1128b063faa5", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 3, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#257\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#257\nRepo: Valstan/setka\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: 1\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-a6a25055e644fab6\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/257\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/257\\nTitle: fix(tg-relay): GET-\u0444\u043e\u043b\u0431\u044d\u043a + \u0442\u0430\u0439\u043c\u0430\u0443\u0442 \u0434\u043b\u044f \u043a\u0430\u043d\u0430\u043b\u043e\u0432 \u0433\u0434\u0435 AJAX \u0437\u0430\u0432\u0438\u0441\u0430\u0435\u0442\\nBody:\\nProbe @ASupersharij: AJAX-\u0432\u0430\u0440\u0438\u0430\u043d\u0442 t.me/s/ \u043e\u0442\u0434\u0430\u0451\u0442 ~20\u041a\u0411-\u0437\u0430\u0433\u043b\u0443\u0448\u043a\u0443 \u0431\u0435\u0437 \u043b\u0435\u043d\u0442\u044b \u0438 \u0434\u0435\u0440\u0436\u0438\u0442 \u0441\u043e\u043a\u0435\u0442 (0 \u043f\u043e\u0441\u0442\u043e\u0432 \u0434\u0430\u0436\u0435 \u0437\u0430 110\u0441) \u2014 t.me \u0441\u043e\u043f\u0440\u043e\u0442\u0438\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u043a\u0440\u0435\u0439\u043f\u0443 \u0433\u0438\u0433\u0430\u043d\u0442\u0430. \u0411\u0443\u0444\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0435 \u0441\u043f\u0430\u0441\u043b\u0430 (\u0437\u0430\u0442\u044b\u043a t.me\u2192CF).\\n\\n\u0424\u0438\u043a\u0441: \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0439 \u0442\u0430\u0439\u043c\u0430\u0443\u0442 (AbortSignal 20\u0441) + \u0444\u043e\u043b\u0431\u044d\u043a AJAX\u2192GET (GET \u0434\u043b\u044f datacenter-IP \u043e\u0442\u0434\u0430\u0451\u0442 \u0440\u0430\u0431\u043e\u0447\u0443\u044e \u0434\u0435\u0433\u0440\u0430\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0443, \u0441\u0432\u0435\u0436\u0438\u0445 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 \u0445\u0432\u0430\u0442\u0430\u0435\u0442 \u0434\u043b\u044f \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430). Infra-only.\\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-96098418fd63a219\",\n \"filename\": \"infra/tg_relay/worker.js\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 43,\n \"deletions\": 20,\n \"changes\": 63,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/843770ae92253be45dfb277927098e6ecaf2be71/infra%2Ftg_relay%2Fworker.js\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-63e85a75ee65d507\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"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/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-2c3bba9c2b4eb428", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374544, "scanner": "foundry_dataset", "fingerprint": "4895e8efa19546056f36e78ce87d657725fb8ffed747e718190857f0d74dde14", "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": "Valstan/setka#256", "human_labels": ["agent_instruction_gap", "source_or_other"], "issue_number": "256", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-03a9e604db0f0a77", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#256\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#256\nRepo: Valstan/setka\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: 1\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-26ea64fdf42c8d15\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/256\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/256\\nTitle: fix(tg-relay): \u0431\u0443\u0444\u0435\u0440\u0438\u0437\u043e\u0432\u0430\u0442\u044c /s/ \u043e\u0442\u0432\u0435\u0442 \u2014 \u043a\u0440\u0443\u043f\u043d\u044b\u0435 \u043a\u0430\u043d\u0430\u043b\u044b \u043b\u043e\u0432\u0438\u043b\u0438 \u0441\u0442\u0440\u0438\u043c-\u0441\u0442\u043e\u043b\u043b\\nBody:\\n\u0421\u0438\u043c\u043f\u0442\u043e\u043c: @ASupersharij (\u0433\u0438\u0433\u0430\u043d\u0442) \u043d\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u043b\u0441\u044f \u0432 \u0440\u0430\u0434\u0430\u0440 (relay 75\u0441 \u2192 \u043e\u0431\u0440\u044b\u0432 \u0431\u0435\u0437 \u043b\u0435\u043d\u0442\u044b), \u043b\u0451\u0433\u043a\u0438\u0435 \u043a\u0430\u043d\u0430\u043b\u044b \u2014 \u043c\u0433\u043d\u043e\u0432\u0435\u043d\u043d\u043e.\\n\\n\u041a\u043e\u0440\u0435\u043d\u044c: /s/ \u043e\u0442\u0434\u0430\u0432\u0430\u043b `resp.body` \u0441\u0442\u0440\u0438\u043c\u043e\u043c; \u0434\u043b\u044f /media \u0432 \u044d\u0442\u043e\u043c \u0436\u0435 \u0432\u043e\u0440\u043a\u0435\u0440\u0435 \u0443\u0436\u0435 \u0437\u0430\u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d \u0443\u0440\u043e\u043a \u2014 \u0441\u0442\u0440\u0438\u043c\u0438\u043d\u0433 \u0447\u0435\u0440\u0435\u0437 CF \u043f\u043e HTTP/1.1 \u0432\u0435\u0448\u0430\u0435\u0442 httpx \u043d\u0430 VPS \u0434\u043e ReadTimeout \u2014 \u0438 \u043f\u043e\u0447\u0438\u043d\u0435\u043d \u0431\u0443\u0444\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0435\u0439. /s/ \u0437\u0430\u0431\u044b\u043b\u0438. \u0424\u0438\u043a\u0441: `await resp.text()` (\u0431\u0443\u0444\u0435\u0440), \u043a\u0430\u043a /media.\\n\\n\u0414\u0435\u043f\u043b\u043e\u0439: `ssh setka \\\"cd /home/valstan/SETKA && sudo bash scripts/deploy_tg_relay.sh\\\"`. Infra-only (CF Worker), Python \u043d\u0435 \u0437\u0430\u0442\u0440\u043e\u043d\u0443\u0442.\\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-cb279bdac222caad\",\n \"filename\": \"infra/tg_relay/worker.js\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 8,\n \"deletions\": 1,\n \"changes\": 9,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/0019c6246af16ea752d195963d0a69eb9140a6f7/infra%2Ftg_relay%2Fworker.js\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-967ce5d50fa88742\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"schemas\": 2}\nBundle labels: {\"source_b\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-0a30f639c68b0e04", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374543, "scanner": "foundry_dataset", "fingerprint": "8d536fa0a692dab1441e38d0a1f8e04f090cdcd646d6ffbf02f5276d816baf9b", "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": "Valstan/setka#255", "human_labels": ["agent_instruction_gap", "source_or_other", "test_or_ci"], "issue_number": "255", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7c8582001045419c", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "source_or_other": 1}, "linked_commit_count": 2, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#255\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#255\nRepo: Valstan/setka\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1, 'test_or_ci': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-7ea31a2022e935ed\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/255\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/255\\nTitle: fix(radar): \u0432\u043d\u044f\u0442\u043d\u044b\u0435 \u043e\u0448\u0438\u0431\u043a\u0438 + \u0440\u0435\u0442\u0440\u0430\u0439 \u043f\u0440\u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0438 TG-\u043a\u0430\u043d\u0430\u043b\u0430\\nBody:\\n\u0421\u0438\u043c\u043f\u0442\u043e\u043c (\u0432\u043b\u0430\u0434\u0435\u043b\u0435\u0446): \u043e\u0434\u0438\u043d \u043a\u0430\u043d\u0430\u043b \u0434\u043e\u0431\u0430\u0432\u0438\u043b\u0441\u044f \u0447\u0435\u0440\u0435\u0437 \u0444\u043e\u0440\u0432\u0430\u0440\u0434, \u0434\u0440\u0443\u0433\u043e\u0439 (\u00ab\u0410\u043d\u0430\u0442\u043e\u043b\u0438\u0439 \u0428\u0430\u0440\u0438\u0439\u00bb, \u0431\u043e\u043b\u044c\u0448\u043e\u0439) \u2014 \u043d\u0435\u0442, \u0441 \u043f\u0443\u0441\u0442\u044b\u043c \u00ab\u041a\u0430\u043d\u0430\u043b \u043d\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u0447\u0435\u0440\u0435\u0437 relay:\u00bb.\\n\\n\u041a\u043e\u0440\u0435\u043d\u044c: `resolve_source` \u043f\u043e\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u043b `str(e)`, \u0430 \u0443 httpx ReadTimeout \u0442\u0435\u043a\u0441\u0442 \u043f\u0443\u0441\u0442\u043e\u0439. \u0411\u043e\u043b\u044c\u0448\u043e\u0439 \u043a\u0430\u043d\u0430\u043b = \u0442\u044f\u0436\u0451\u043b\u0430\u044f AJAX-\u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430 t.me/s/, CF-relay \u043d\u0435 \u0443\u0441\u043f\u0435\u0432\u0430\u0435\u0442 \u0441 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0440\u0430\u0437\u0430.\\n\\n\u0427\u0438\u043d\u0438\u043c: \u0440\u0435\u0442\u0440\u0430\u0439 relay \u043d\u0430 \u0442\u0430\u0439\u043c\u0430\u0443\u0442 (\u00d72) + \u0432\u043d\u044f\u0442\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u043f\u0440\u0438\u0447\u0438\u043d\u044b (\u0442\u0430\u0439\u043c\u0430\u0443\u0442 / HTTP-\u043a\u043e\u0434 / \u0432\u044b\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u043e\u0435 \u0432\u0435\u0431-\u043f\u0440\u0435\u0432\u044c\u044e / \u043f\u0443\u0441\u0442\u0430\u044f \u043b\u0435\u043d\u0442\u0430) + \u043b\u043e\u0433 \u043a\u0430\u043d\u0430\u043b\u0430. +3 \u0442\u0435\u0441\u0442\u0430 (1427 \u0437\u0435\u043b\u0451\u043d\u044b\u0445). \u0414\u0435\u043f\u043b\u043e\u0439: restart worker.\\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-87b6ed12df2beb8c\",\n \"filename\": \"modules/radar/sources/tg.py\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 53,\n \"deletions\": 9,\n \"changes\": 62,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/a12eb4ff9974504b4e1c039745aee406b759ec06/modules%2Fradar%2Fsources%2Ftg.py\"\n },\n {\n \"id\": \"github-pr-file-file-16715bfd0c8c3474\",\n \"filename\": \"tests/test_radar/test_tg_source.py\",\n \"label\": \"test_or_ci\",\n \"status\": \"modified\",\n \"additions\": 26,\n \"deletions\": 1,\n \"changes\": 27,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/a12eb4ff9974504b4e1c039745aee406b759ec06/tests%2Ftest_radar%2Ftest_tg_source.py\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ed8bbe9c0cce0b0e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_need\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-3c7f8b71d0d03522", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374542, "scanner": "foundry_dataset", "fingerprint": "4cf7434c6cf032a568b3b9545c2341029163003708634e56fe9744eb6a4b99e9", "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": "Valstan/setka#253", "human_labels": ["agent_instruction_gap", "docs_or_claims", "source_or_other"], "issue_number": "253", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-58d3d1df989fb757", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 1, "source_or_other": 1}, "linked_commit_count": 3, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#253\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#253\nRepo: Valstan/setka\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: 2\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'docs_or_claims': 1, 'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-38efd0fe0f0beaf8\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/253\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/253\\nTitle: chore(radar): probe VK-\u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 + \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043f\u043e user-\u0442\u043e\u043a\u0435\u043d\u0430\u043c\\nBody:\\nProbe-before-build (#020) \u0434\u043b\u044f VK-\u043b\u0438\u0447\u043a\u0438 \u00ab\u0420\u0430\u0434\u0438\u043e\u0442\u043e\u0447\u043a\u0438\u00bb. `scripts/probe_vk_messaging.py` (read-only). \u041f\u0440\u043e\u0433\u043e\u043d \u043d\u0430 \u043f\u0440\u043e\u0434\u0435: long-poll \u0432\u044b\u043a\u043b\u044e\u0447\u0435\u043d \u043d\u0430 \u0432\u0441\u0435\u0445 community-\u0442\u043e\u043a\u0435\u043d\u0430\u0445 (error 100), can_message=null \u2192 VK-\u043b\u0438\u0447\u043a\u0430 \u0443\u043f\u0438\u0440\u0430\u0435\u0442\u0441\u044f \u0432 \u0440\u0443\u0447\u043d\u043e\u0439 \u0442\u0443\u043c\u0431\u043b\u0435\u0440 \u0432 \u0430\u0434\u043c\u0438\u043d\u043a\u0435 VK. \u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430: \u0422\u0435\u0441\u0442\u043e\u0432\u044b\u0439 \u043f\u043e\u043b\u0438\u0433\u043e\u043d (137760500), \u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043f\u043e\u0441\u043b\u0435 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f + \u0437\u0435\u043b\u0451\u043d\u043e\u0433\u043e re-probe.\\n\\n\u0417\u0430\u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u041d\u0415 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c user-\u0442\u043e\u043a\u0435\u043d\u044b (IP-\u043f\u0440\u0438\u0432\u044f\u0437\u043a\u0430 error 5 + \u0431\u0430\u043d-\u0440\u0438\u0441\u043a + \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u043c\u0430\u043b\u0430). Docs + probe-\u0441\u043a\u0440\u0438\u043f\u0442, \u0434\u0435\u043f\u043b\u043e\u0439 \u043d\u0435 \u043d\u0443\u0436\u0435\u043d.\\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-ffa3e0a46ee5e0fe\",\n \"filename\": \"docs/PENDING_FOLLOWUPS.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 15,\n \"deletions\": 0,\n \"changes\": 15,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/780f80bb50994afa3ac9ab79e83f7f72e6aea8a5/docs%2FPENDING_FOLLOWUPS.md\"\n },\n {\n \"id\": \"github-pr-file-file-591317f59a1e27bf\",\n \"filename\": \"scripts/probe_vk_messaging.py\",\n \"label\": \"source_or_other\",\n \"status\": \"added\",\n \"additions\": 90,\n \"deletions\": 0,\n \"changes\": 90,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/780f80bb50994afa3ac9ab79e83f7f72e6aea8a5/scripts%2Fprobe_vk_messaging.py\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-18bcc676d2a2b0e7\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-1a5f4cb90165948f", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374541, "scanner": "foundry_dataset", "fingerprint": "2cb86265f37dfc12b528ac27359ce75ae4a3dff48a6ace1debb46c4bb4db72ed", "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": "Valstan/setka#251", "human_labels": ["agent_instruction_gap", "source_or_other"], "issue_number": "251", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.795, "repo_full_name": "Valstan/setka", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e9476b1fb299f04e", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 3, "helicopter_view_count": 2, "source_artifact_count": 8, "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": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#251\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\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#251\nRepo: Valstan/setka\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: 1\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-2a980a48fdba16d3\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/251\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/251\\nTitle: feat(radar): \u0441\u0441\u044b\u043b\u043a\u0430 \u00ab\u0420\u0430\u0434\u0430\u0440\u00bb \u0432 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0441\u043a\u043e\u0439 \u043d\u0430\u0432\u0438\u0433\u0430\u0446\u0438\u0438\\nBody:\\n\u0422\u043e\u0447\u043a\u0430 \u0432\u0445\u043e\u0434\u0430 \u0432 \u043c\u043e\u0434\u0443\u043b\u044c \u0420\u0430\u0434\u0430\u0440 \u0438\u0437 \u0434\u0430\u0448\u0431\u043e\u0440\u0434\u0430 SETKA (\u043f\u0443\u043d\u043a\u0442 \u21161 \u0434\u0438\u0440\u0435\u043a\u0442\u0438\u0432\u044b radar-personal-cabinet). \u0412\u0435\u0440\u0445\u043d\u0435\u0443\u0440\u043e\u0432\u043d\u0435\u0432\u044b\u0439 nav-\u043f\u0443\u043d\u043a\u0442 \u00ab\u0420\u0430\u0434\u0430\u0440\u00bb \u2192 /radar. \u041a\u0430\u043d\u043e\u043d \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u0438 \u0441\u043e\u0431\u043b\u044e\u0434\u0451\u043d (\u0441\u0441\u044b\u043b\u043a\u0430 \u0438\u0437 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0430 \u0432 \u0440\u0430\u0434\u0430\u0440 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0430; \u0434\u044b\u0440\u044b \u0438\u0437 radar-\u044e\u0437\u0435\u0440\u0430 \u0432 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0430 \u043d\u0435 \u0441\u043e\u0437\u0434\u0430\u0451\u0442\u0441\u044f). Template-only, \u0434\u0435\u043f\u043b\u043e\u0439 = restart web.\\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-e0c9edfac4e620cd\",\n \"filename\": \"web/templates/base.html\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 5,\n \"deletions\": 0,\n \"changes\": 5,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/a987712c2f6840186193320c8f2c67e8bb7dd845/web%2Ftemplates%2Fbase.html\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-af55ae6b7060db8e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"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/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-1a45cda4d6089390", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374540, "scanner": "foundry_dataset", "fingerprint": "1adcec20f146cc23a33d8126aa0d60a5bab3fe9b19275cab1473fde2706070ff", "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": "Valstan/setka#247", "human_labels": ["api_or_backend", "test_ci_gap", "test_or_ci"], "issue_number": "247", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-dbba487d69f998a2", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "api_or_backend": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#247\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#247\nRepo: Valstan/setka\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: 2\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'test_or_ci': 1, 'api_or_backend': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-caee3606c4946f31\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/247\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/247\\nTitle: fix(ad): \u0438\u0434\u0435\u043c\u043f\u043e\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u044c \u043e\u0434\u043d\u043e-\u043a\u043d\u043e\u043f\u043e\u0447\u043d\u043e\u0439 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438 (\u0430\u043d\u0442\u0438-\u0434\u0432\u043e\u0439\u043d\u043e\u0439-\u043a\u043b\u0438\u043a)\\nBody:\\n## Summary\\n\\n\u0410\u0434\u0432\u0435\u0440\u0441\u0430\u0440\u0438\u0430\u043b\u044c\u043d\u043e\u0435 \u0440\u0435\u0432\u044c\u044e \u0434\u0432\u0443\u0445 \u043f\u0440\u043e\u0434-\u043f\u043e\u0441\u0442\u044f\u0449\u0438\u0445 \u044d\u043d\u0434\u043f\u043e\u0438\u043d\u0442\u043e\u0432 ad-CRM (\u0436\u0434\u0443\u0442 \u0431\u0440\u0430\u0443\u0437\u0435\u0440-\u0432\u0435\u0440\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0435\u043c) \u0432\u0441\u043a\u0440\u044b\u043b\u043e \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u0434\u0443\u0431\u043b\u044c-\u0431\u0430\u0433\u0438:\\n\\n### 1. `/requests/{id}/publish` ([#239](https://github.com/Valstan/setka/pull/239), \u043c\u043e\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u0439 `wall.post` \u0432 \u0416\u0418\u0412\u0423\u042e \u0441\u0442\u0435\u043d\u0443) \u2014 HIGH\\n\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 `status!='published'` \u0438 \u0441\u0430\u043c \u043f\u043e\u0441\u0442 **\u043d\u0435 \u0430\u0442\u043e\u043c\u0430\u0440\u043d\u044b**. \u0414\u0432\u0430 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 (\u0434\u0432\u043e\u0439\u043d\u043e\u0439 \u043a\u043b\u0438\u043a / \u0440\u0435\u0442\u0440\u0430\u0439) \u043e\u0431\u0430 \u0447\u0438\u0442\u0430\u044e\u0442 `'new'` \u0434\u043e \u043a\u043e\u043c\u043c\u0438\u0442\u0430 \u043f\u0435\u0440\u0432\u043e\u0433\u043e (async-\u0438\u043d\u0442\u0435\u0440\u043b\u0438\u0432\u0438\u043d\u0433 \u043d\u0430 `await publish_digest`) \u2192 **\u0434\u0432\u0430 `wall.post` \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0430\u0431\u043b\u0438\u043a**. \u041f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043f\u043e\u0432\u0442\u043e\u0440 \u0431\u044b\u043b \u0437\u0430\u0449\u0438\u0449\u0451\u043d, \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043d\u044b\u0439 \u2014 \u043d\u0435\u0442.\\n**\u0424\u0438\u043a\u0441:** `SELECT ... FOR UPDATE` \u2014 \u0432\u0442\u043e\u0440\u043e\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043d\u0430 \u0441\u0442\u0440\u043e\u043a\u0435 \u0434\u043e \u043a\u043e\u043c\u043c\u0438\u0442\u0430 \u043f\u0435\u0440\u0432\u043e\u0433\u043e, \u0437\u0430\u0442\u0435\u043c \u0432\u0438\u0434\u0438\u0442 `'published'` \u2192 \u0432\u044b\u0445\u043e\u0434\u0438\u0442 \u00abalready\u00bb.\\n\\n### 2. `/requests/{id}/accept` (\u04215 \u00ab\u041e\u0444\u043e\u0440\u043c\u0438\u0442\u044c\u00bb) \u2014 MEDIUM\\n**\u041d\u0435 \u0431\u044b\u043b\u043e guard'\u0430** \u043d\u0430 \u0443\u0436\u0435 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0437\u0430\u044f\u0432\u043a\u0443 \u2192 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0439 \u043a\u043b\u0438\u043a \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u043e \u0441\u043b\u0430\u043b \u043e\u0442\u0432\u0435\u0442-\u041b\u0421 \u043a\u043b\u0438\u0435\u043d\u0442\u0443 \u0438 \u043f\u043b\u043e\u0434\u0438\u043b \u0432\u0442\u043e\u0440\u0443\u044e VK-\u043e\u0442\u043b\u043e\u0436\u043a\u0443.\\n**\u0424\u0438\u043a\u0441:** early-out \u00abalready\u00bb \u043f\u0440\u0438 `status='published'`.\\n\\n## Test plan\\n- +2 \u0442\u0435\u0441\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-f0c20f86876c6226\",\n \"filename\": \"tests/test_ad_cabinet/test_idempotent_guards.py\",\n \"label\": \"test_or_ci\",\n \"status\": \"added\",\n \"additions\": 51,\n \"deletions\": 0,\n \"changes\": 51,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/1a87d9f91cc7ec8ffbfed7f7045b9017ceb6d6a1/tests%2Ftest_ad_cabinet%2Ftest_idempotent_guards.py\"\n },\n {\n \"id\": \"github-pr-file-file-4e3ff1c04dbf09ef\",\n \"filename\": \"web/api/ad_cabinet.py\",\n \"label\": \"api_or_backend\",\n \"status\": \"modified\",\n \"additions\": 11,\n \"deletions\": 1,\n \"changes\": 12,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/1a87d9f91cc7ec8ffbfed7f7045b9017ceb6d\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-252bb098775c94fd", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374539, "scanner": "foundry_dataset", "fingerprint": "e0e9d44336e869224911043ba1e295ef95e27d287d4ba6a662659be4590c5850", "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": "Valstan/setka#246", "human_labels": ["api_or_backend", "source_or_other", "test_ci_gap", "test_or_ci"], "issue_number": "246", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-dba150c6951b2778", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 2, "api_or_backend": 1, "source_or_other": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#246\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#246\nRepo: Valstan/setka\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: 4\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1, 'test_or_ci': 2, 'api_or_backend': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-f7050be4042f6152\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/246\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/246\\nTitle: fix(broadcast): \u0437\u0430\u043a\u0440\u044b\u0442\u044c \u0431\u0430\u0433\u0438 \u0434\u0438\u0441\u043f\u0435\u0442\u0447\u0435\u0440\u0430 \u0438\u0437 adversarial-\u0440\u0435\u0432\u044c\u044e\\nBody:\\n## Summary\\n\\n\u0410\u0434\u0432\u0435\u0440\u0441\u0430\u0440\u0438\u0430\u043b\u044c\u043d\u043e\u0435 \u0440\u0435\u0432\u044c\u044e \u0441\u0432\u0435\u0436\u0435\u0433\u043e \u043c\u043e\u0434\u0443\u043b\u044f \u0440\u0430\u0441\u0441\u044b\u043b\u043a\u0438 (\u043f\u043e\u0441\u0442\u0438\u0442 \u0432 **16 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0430\u0431\u043b\u0438\u043a\u043e\u0432**) \u0432\u0441\u043a\u0440\u044b\u043b\u043e 3 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0431\u0430\u0433\u0430 \u2014 \u0437\u0430\u043a\u0440\u044b\u0442\u044b \u0434\u043e \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u0432\u043b\u0430\u0434\u0435\u043b\u0435\u0446 \u043d\u0430\u0447\u0430\u043b \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f.\\n\\n1. **HIGH \u2014 \u0437\u0430\u0432\u0438\u0441\u0448\u0438\u0439 `pending` \u043d\u0430\u0432\u0435\u0447\u043d\u043e \u0432\u0435\u0448\u0430\u043b \u043a\u0430\u043c\u043f\u0430\u043d\u0438\u044e.** \u0420\u0435\u0441\u0442\u0430\u0440\u0442/\u0434\u0435\u043f\u043b\u043e\u0439 mid-run \u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 claim-\u0441\u0442\u0440\u043e\u043a\u0443 \u0432 `pending`; `done_groups` \u0435\u0451 \u0441\u043a\u0440\u044b\u0432\u0430\u0435\u0442, \u0430 `terminal_groups` \u043d\u0435 \u0441\u0447\u0438\u0442\u0430\u0435\u0442 \u2192 completion \u043d\u0435\u0434\u043e\u0441\u0442\u0438\u0436\u0438\u043c \u2192 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u043f\u0440\u043e\u0433\u043e\u043d\u044b \u043d\u0435 \u0443\u0445\u043e\u0434\u044f\u0442 + \u0432\u0435\u0447\u043d\u044b\u0439 watchdog-\u0430\u043b\u0451\u0440\u0442. **\u0424\u0438\u043a\u0441:** \u0440\u0435\u043a\u043b\u0435\u0439\u043c stale-pending (\u0441\u0442\u0430\u0440\u0448\u0435 `STALE_PENDING_SECONDS`=10 \u043c\u0438\u043d, \u226b \u043f\u0440\u043e\u0433\u043e\u043d\u0430 ~80\u0441) \u0432 `error` (\u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b\u044c\u043d\u043e) \u2192 \u043f\u0440\u043e\u0433\u043e\u043d \u0437\u0430\u0432\u0435\u0440\u0448\u0430\u0435\u0442\u0441\u044f. **\u041d\u0415** \u043f\u0435\u0440\u0435\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u044b\u0432\u0430\u0435\u043c (\u0441\u0442\u0430\u0442\u0443\u0441 \u043d\u0435\u0438\u0437\u0432\u0435\u0441\u0442\u0435\u043d \u2192 \u0430\u043d\u0442\u0438-\u0434\u0443\u0431\u043b\u044c); \u0446\u0435\u043b\u044c \u0432\u0438\u0434\u043d\u0430 `error`, \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440 \u0434\u043e\u0436\u043c\u0451\u0442 \u0447\u0435\u0440\u0435\u0437 retry.\\n2. **MEDIUM \u2014 `interval=0` \u043f\u0440\u0438 `repeat_count>1` \u00ab\u043c\u0430\u0448\u0438\u043d\u0433\u0430\u043d\u0438\u043b\u00bb \u0441\u0435\u0442\u044c** \u043a\u0430\u0436\u0434\u044b\u0439 \u0442\u0438\u043a \u0431\u0435\u0430\u0442\u0430. **\u0424\u0438\u043a\u0441:** `_clamp_interval` \u2014 \u0434\u043b\u044f \u043f\u043e\u0432\u0442\u043e\u0440\u043e\u0432 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b \u2265 `MIN_REPEAT_INTERVAL_HOURS` (0.25\u0447 > \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u043e\u0433\u043e\u043d\u0430) \u0432 create/update.\\n3. **MEDIUM \u2014 `retry` \u043d\u0430 \u0437\u0434\u043e\u0440\u043e\u0432\u043e\u0439 `done`-\u043a\u0430\u043c\u043f\u0430\u043d\u0438\u0438 \u043c\u043e\u043b\u0447\u0430 \u043f\u0435\u0440\u0435\u043c\u0430\u0442\u044b\u0432\u0430\u043b \u0435\u0451** \u0432 \u043e\u0447\u0435\u0440\u0435\u0434\u044c. **\u0424\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-4c91ab9b266328d6\",\n \"filename\": \"modules/broadcast/dispatcher.py\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 24,\n \"deletions\": 0,\n \"changes\": 24,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/20a4b68e36da1bc0c08cdfdb267e97f411843865/modules%2Fbroadcast%2Fdispatcher.py\"\n },\n {\n \"id\": \"github-pr-file-file-ef97b713ae1b6b2c\",\n \"filename\": \"tests/test_broadcast/test_broadcast_api.py\",\n \"label\": \"test_or_ci\",\n \"status\": \"added\",\n \"additions\": 37,\n \"deletions\": 0,\n \"changes\": 37,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/20a4b68e36da1bc0c08cdfdb267e97f4\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-d466f78512b1308b", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374538, "scanner": "foundry_dataset", "fingerprint": "f82fef4bc5e88114f124596a0000956dfaa14bed05e05bd3dec4c5cd4b2b91a6", "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": "Valstan/setka#245", "human_labels": ["docs_or_claims", "source_or_other", "test_ci_gap"], "issue_number": "245", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8e1a9483b24756ee", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 5, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 3}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#245\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#245\nRepo: Valstan/setka\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: 5\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 3}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-039a4d7c94bf543f\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/245\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/245\\nTitle: chore(deadcode): monthly scan 2026-06 \u2014 2 dead removed, 9 triaged\\nBody:\\n## Summary\\n\\n\u0415\u0436\u0435\u043c\u0435\u0441\u044f\u0447\u043d\u044b\u0439 \u0433\u0438\u0433\u0438\u0435\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u0440\u043e\u0433\u043e\u043d dead-code (#036, \u043c\u0435\u0442\u043e\u0434\u0438\u043a\u0430 #028). 11 \u043d\u043e\u0432\u044b\u0445 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432 \u0441\u043a\u0430\u043d\u0435\u0440\u0430 \u2192 \u0442\u0440\u0438\u0430\u0436.\\n\\n**\u0423\u0434\u0430\u043b\u0435\u043d\u044b (dead, orphan-\u0445\u0432\u043e\u0441\u0442\u044b postopus-\u043c\u0438\u0433\u0440\u0430\u0446\u0438\u0438, 0 \u043f\u043e\u0442\u0440\u0435\u0431\u0438\u0442\u0435\u043b\u0435\u0439 \u0432 py/html/js/\u0442\u0435\u0441\u0442\u0430\u0445):**\\n- `utils/post_utils.py::format_number` \u2014 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0439 \u0445\u0432\u043e\u0441\u0442 \u0438\u0437 \u043f\u0430\u043a\u0435\u0442\u0430 4 ([#214](https://github.com/Valstan/setka/pull/214)).\\n- `utils/image_utils.py` \u0446\u0435\u043b\u0438\u043a\u043e\u043c (`image_to_histogram_md5` \u2014 \u043c\u043e\u0434\u0443\u043b\u044c \u0431\u043e\u043b\u044c\u0448\u0435 \u043d\u0438\u043a\u0435\u043c \u043d\u0435 \u0438\u043c\u043f\u043e\u0440\u0442\u0438\u0440\u0443\u0435\u0442\u0441\u044f).\\n\\n**\u041f\u043e\u0434\u0430\u0432\u043b\u0435\u043d\u044b \u0432 `deadcode_known.txt` (9):**\\n- `alive` (false positive vulture \u2014 \u043a\u0440\u043e\u0441\u0441-\u043c\u043e\u0434\u0443\u043b\u044c\u043d\u044b\u0439 \u0432\u044b\u0437\u043e\u0432): `verify_session_token` (auth_gate), `api_requests_in_progress` (metrics_middleware), `system_info` (import-compat).\\n- `sleeping` (Prometheus-\u043c\u0435\u0442\u0440\u0438\u043a\u0438 \u0431\u0435\u0437 \u043f\u0440\u043e\u0434\u044c\u044e\u0441\u0435\u0440\u0430, \u044d\u043a\u0441\u043f\u043e\u0440\u0442\u044f\u0442\u0441\u044f \u043f\u0443\u0441\u0442\u044b\u043c\u0438 \u2014 \u043d\u0435 \u0443\u0434\u0430\u043b\u044f\u044e \u043c\u043e\u043b\u0447\u0430, \u043c\u0435\u043d\u044f\u0435\u0442 surface `/metrics`): `vk_api_request_duration_seconds`, `db_queries_total`, `db_query_duration_seconds`, `posts_processed_total`, `posts_published_total`.\\n\\n\u041d\u043e\u0432\u044b\u0439 \u043a\u043e\u0434 \u0441\u0435\u0441\u0441\u0438\u0438 (`modules/broadcast`, `scripts/probe_cover_api`) \u2014\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-e1fab35327b458c5\",\n \"filename\": \"docs/AI_DEV_GUIDE.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 1,\n \"deletions\": 1,\n \"changes\": 2,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/c75e75aad0377144a0b105fe6af4caf051481931/docs%2FAI_DEV_GUIDE.md\"\n },\n {\n \"id\": \"github-pr-file-file-626591059f81ffe2\",\n \"filename\": \"docs/PENDING_FOLLOWUPS.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 3,\n \"deletions\": 2,\n \"changes\": 5,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/c75e75aad0377144a0b105fe6af4caf051481931/docs%2FPENDING_FOLLOWUPS.md\"\n },\n {\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-7e1261988e2a0994", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374537, "scanner": "foundry_dataset", "fingerprint": "f29d01735c2bf2469a58ce19f552137fae342453a10a2b67a06ec370eafa8c17", "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": "Valstan/setka#242", "human_labels": ["docs_or_claims", "security_auth_secret"], "issue_number": "242", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-b2b6cef8564ba456", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 1}, "linked_commit_count": 2, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#242\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#242\nRepo: Valstan/setka\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'docs_or_claims': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-9264c78eafe52ee6\",\n \"kind\": \"pull_request_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/242\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/242\\nTitle: docs(mailbox): probe-\u043e\u0442\u0432\u0435\u0442 brain \u043f\u043e \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u0440\u0430\u0441\u0441\u044b\u043b\u043a\u0435 (\u043e\u0445\u0432\u0430\u0442 16, throttle \u22655\u0441)\\nBody:\\n## Summary\\n\\nProbe-\u043e\u0442\u0432\u0435\u0442 brain \u043d\u0430 \u0434\u0438\u0440\u0435\u043a\u0442\u0438\u0432\u0443 \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u0440\u0430\u0441\u0441\u044b\u043b\u043a\u0438 (`2026-06-14-network-broadcast-internal-scheduler.md`). Probe-before-build (#020) \u043f\u0440\u043e\u0439\u0434\u0435\u043d **\u043d\u0430 \u0436\u0438\u0432\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 krugozor**, \u0430 \u043d\u0435 \u043e\u0446\u0435\u043d\u043a\u043e\u0439.\\n\\n- **\u043f.1 wall.post-\u043f\u0440\u0430\u0432\u0430/\u043e\u0445\u0432\u0430\u0442:** 16 \u043f\u0430\u0431\u043b\u0438\u043a\u043e\u0432 (\u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u0440\u0435\u0433\u0438\u043e\u043d\u044b \u0441 `vk_group_id`), 16/16 `wall.post` OK. \u0422\u043e\u043a\u0435\u043d \u2014 per-community \u0433\u0434\u0435 \u0435\u0441\u0442\u044c, \u0438\u043d\u0430\u0447\u0435 user-token (`create_with_policy` \u0440\u0435\u0448\u0430\u0435\u0442 per-target \u2192 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 probe \u043f\u0440\u0430\u0432 \u043d\u0435 \u043d\u0443\u0436\u0435\u043d).\\n- **\u043f.2 \u0444\u043b\u0443\u0434-\u043b\u0438\u043c\u0438\u0442\u044b:** 16 \u043f\u043e\u0441\u0442\u043e\u0432 @5\u0441 = 16/16 \u0431\u0435\u0437 \u043a\u0430\u043f\u0447\u0438; \u0431\u0443\u0440\u0441\u0442 `wall.edit`@3\u0441 \u2192 VK-Captcha \u2192 \u043f\u0440\u0430\u0432\u0438\u043b\u043e throttle \u22655\u0441.\\n- **\u043f.3 \u0434\u0443\u0431\u043b\u044c-\u043a\u043e\u043d\u0442\u0435\u043d\u0442:** krugozor \u043b\u044c\u0451\u0442 \u0420\u0410\u0417\u041d\u041e\u0415; \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u044b\u0439-\u043d\u0430-\u043c\u043d\u043e\u0433\u043e \u0436\u0438\u0432\u044c\u0451\u043c \u043d\u0435 \u0442\u0435\u0441\u0442\u0438\u043b \u2192 \u0437\u0430\u043b\u043e\u0436\u0443 \u043e\u043f\u0446. per-target \u0432\u0430\u0440\u0438\u0430\u0446\u0438\u044e (off \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e).\\n\\n\u041a\u0430\u043d\u043e\u043d \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0451\u043d (\u0441\u0432\u043e\u0439 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a, \u041d\u0415 VK-\u043e\u0442\u043b\u043e\u0436\u043a\u0430); \u043f\u043b\u0430\u043d \u2014 \u043f\u0435\u0440\u0435\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0438\u043c\u0438\u0442\u0438\u0432\u044b ad-CRM \u04212.\\n\\n## Test plan\\nMailbox/doc-only \u2014 \u043a\u043e\u0434\u0430 \u043d\u0435\u0442. \u0410\u0432\u0442\u043e-merge \u043f\u043e\u0434 \u0433\u0435\u0439\u0442\u043e\u043c (\u043d\u0435\u0442 \u0444\u0430\u0439\u043b\u043e\u0432 \u043d\u0430 black/isort/flake8).\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-co\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-8701a441002ce157\",\n \"filename\": \"mailbox/to-brain/2026-06-14-network-broadcast-probe-and-plan.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"added\",\n \"additions\": 80,\n \"deletions\": 0,\n \"changes\": 80,\n \"blob_url\": \"https://github.com/Valstan/setka/blob/7b798ffd67005ebd56d098dc6c963b69ebbfde58/mailbox%2Fto-brain%2F2026-06-14-network-broadcast-probe-and-plan.md\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-07b85354be8e7dbf\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_s\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-9ceae9441c789c7e", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374536, "scanner": "foundry_dataset", "fingerprint": "08f646580164dcd393d4807cb15f47e18ef9efdbe06709b57605c5eeef8d32d6", "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": "Valstan/setka#241", "human_labels": ["test_ci_gap"], "issue_number": "241", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-f0a2c6bcc0099527", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#241\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#241\nRepo: Valstan/setka\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: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-7202b593ca9d4712\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/241\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/241\\nTitle: feat(ad): \u0430\u0432\u0442\u043e-\u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u2014 wildcard \u00ab\u0432\u0441\u0435 \u0433\u0440\u0443\u043f\u043f\u044b\u00bb (*) \u0432 allowlist\\nBody:\\n## Summary\\n\\n\u0412\u043b\u0430\u0434\u0435\u043b\u0435\u0446 (2026-06-14) \u0440\u0435\u0448\u0438\u043b \u0432\u043a\u043b\u044e\u0447\u0438\u0442\u044c \u0430\u0432\u0442\u043e-\u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u0440\u0435\u043a\u043b\u0430\u043c\u043e\u0434\u0430\u0442\u0435\u043b\u044e \u043d\u0430 **\u0432\u0441\u0435** \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430, \u0430 \u043d\u0435 \u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b\u044f\u0442\u044c vk_id \u0440\u0443\u043a\u0430\u043c\u0438. \u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d wildcard-sentinel \u0432 allowlist-env:\\n\\n- `AD_AUTO_GREETING_COMMUNITIES=*` (\u0438\u043b\u0438 `all`) \u2192 \u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432\u043e **\u0432\u0441\u0435\u0445** \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430\u0445, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0431\u0443\u0434\u0443\u0449\u0438\u0435 (\u043d\u043e\u0432\u044b\u0439 \u043f\u0430\u0431\u043b\u0438\u043a \u043d\u0435 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043f\u0440\u0430\u0432\u043a\u0438 env).\\n- \u041b\u044e\u0431\u043e\u0439 \u0434\u0440\u0443\u0433\u043e\u0439 \u043d\u0435\u043f\u0443\u0441\u0442\u043e\u0439 \u043d\u0430\u0431\u043e\u0440 \u2192 \u043f\u0440\u0435\u0436\u043d\u0435\u0435 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 (\u044f\u0432\u043d\u044b\u0439 \u0441\u043f\u0438\u0441\u043e\u043a vk_id).\\n- \u041f\u0443\u0441\u0442\u043e\u0439/`disabled` \u2192 \u0432\u044b\u043a\u043b (\u043a\u0430\u043a \u0431\u044b\u043b\u043e).\\n\\n\u0413\u0435\u0439\u0442 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 #008-\u0441\u0442\u0438\u043b\u044c **\u043d\u0435 \u043e\u0441\u043b\u0430\u0431\u043b\u0435\u043d**: \u0444\u0438\u0447\u0430 \u0432\u0441\u0451 \u0435\u0449\u0451 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0442\u0435\u043a\u0441\u0442 (env `AD_AUTO_GREETING_TEXT` \u0418\u041b\u0418 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u0448\u0430\u0431\u043b\u043e\u043d \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0438 `ad_greeting`) \u2014 \u0431\u0435\u0437 \u0442\u0435\u043a\u0441\u0442\u0430 `skipped: no_template`, \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f.\\n\\n## \u0427\u0442\u043e \u043c\u0435\u043d\u044f\u043b\u0438\\n- `modules/ad_cabinet/auto_greeting.py`: `_env_allow_all()` + \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 `allow_all`; \u043f\u0440\u0438 `allow_all` \u0443\u0441\u043b\u043e\u0432\u0438\u0435 `community_vk_id.in_(allowlist)` \u043d\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432 \u0437\u0430\u043f\u0440\u043e\u0441 (\u0444\u0438\u043b\u044c\u0442\u0440 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432 \u0441\u043d\u044f\u0442).\\n- `tests/test_ad_cabinet/test_auto_greeting.py`: +2 \u0442\u0435\u0441\u0442\u0430 (wildcard \u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u043b\u044e\u0431\u043e\u0435 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e; \u043f\u0430\u0440\u0441\u0438\u043d\u0433 `*`/`all`\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d657baceec4d1f14\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopt\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-9a3b63bc2faaa43a", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374535, "scanner": "foundry_dataset", "fingerprint": "ed9b683ee78d0adb94a0f97f37a338b2f95e90301a306c0a51fa483546e87683", "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": "Valstan/setka#238", "human_labels": ["human_feedback_general"], "issue_number": "238", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-2b3d2a624d8ef003", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#238\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#238\nRepo: Valstan/setka\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-e9e6a1bf359f9b89\",\n \"kind\": \"pull_request_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/Valstan/setka/pull/238\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/238\\nTitle: fix(radar): \u043d\u0435 \u0441\u0432\u0435\u0442\u0438\u0442\u044c bot-\u0442\u043e\u043a\u0435\u043d \u0432 \u043b\u043e\u0433\u0430\u0445\\nBody:\\nBot-\u0442\u043e\u043a\u0435\u043d \u043f\u043e\u043f\u0430\u0434\u0430\u043b \u0432 URL getUpdates/sendMessage, httpx \u043b\u043e\u0433\u0438\u0440\u0443\u0435\u0442 \u043d\u0430 INFO \u2192 \u0442\u043e\u043a\u0435\u043d \u043f\u0438\u0441\u0430\u043b\u0441\u044f \u0432 celery-worker.log \u043a\u0430\u0436\u0434\u0443\u044e \u043c\u0438\u043d\u0443\u0442\u0443. \u0413\u0430\u0441\u0438\u043c httpx-\u043b\u043e\u0433\u0433\u0435\u0440 \u0434\u043e WARNING \u043f\u0440\u0438 \u0438\u043c\u043f\u043e\u0440\u0442\u0435 bot_intake (#008). 1339 \u0437\u0435\u043b\u0451\u043d\u044b\u0445.\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-49a383d48c4841e7\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"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/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-4f8d4b4df961c120", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374534, "scanner": "foundry_dataset", "fingerprint": "2d1e325df5cab9a9b8b99c1270ca2e0e07a1ca6126eb95f1c71d17931a60abe4", "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": "Valstan/setka#237", "human_labels": ["test_ci_gap"], "issue_number": "237", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-22f00d97b669c811", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#237\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#237\nRepo: Valstan/setka\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-0152e5db5bc14099\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/237\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/237\\nTitle: fix(radar): \u0432\u0435\u0440\u043d\u043e\u0435 \u0438\u043c\u044f redis-\u0445\u0435\u043b\u043f\u0435\u0440\u0430 \u0432 intake-\u0431\u043e\u0442\u0435\\nBody:\\n\u0425\u043e\u0442\u0444\u0438\u043a\u0441: \u043f\u0440\u0438 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0438\u0438 intake-\u0431\u043e\u0442 \u043f\u0430\u0434\u0430\u043b \u043d\u0430 `ImportError: _get_redis` \u2014 \u0432 `digest_heartbeat` \u0444\u0443\u043d\u043a\u0446\u0438\u044f `_redis()`. \u041b\u0435\u043d\u0438\u0432\u044b\u0439 \u0438\u043c\u043f\u043e\u0440\u0442 \u0432 \u0433\u0435\u0439\u0442\u043d\u0443\u0442\u043e\u043c \u043f\u0443\u0442\u0438 \u2192 CI \u043d\u0435 \u043b\u043e\u0432\u0438\u043b. + guard-\u0442\u0435\u0441\u0442 \u043d\u0430 \u0441\u0438\u043c\u0432\u043e\u043b. 1339 \u0437\u0435\u043b\u0451\u043d\u044b\u0445.\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-66241cf6064e8a3e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"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/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-f709171e66ece2dc", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374533, "scanner": "foundry_dataset", "fingerprint": "1f3468238eea6d1c3ad999d643103259b7eac61fedf5b4be4e5e53a8d8fdd7b8", "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": "Valstan/setka#233", "human_labels": ["test_ci_gap"], "issue_number": "233", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-38ca7f1b95eed24b", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#233\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#233\nRepo: Valstan/setka\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: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-61665060fc8a020c\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/233\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/233\\nTitle: feat(krugozor): \u0430\u043d\u0442\u0438-\u043f\u0440\u043e\u043c\u043e \u0444\u0438\u043b\u044c\u0442\u0440 \u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442\u0430\\nBody:\\n## Summary\\n\\n\u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 2026-06-14: \u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442 \u043f\u043e\u0441\u0442\u0438\u0442 \u0441\u044b\u0440\u043e\u0439 \u043d\u043e\u0432\u0435\u0439\u0448\u0438\u0439 \u043f\u043e\u0441\u0442 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u2014 \u0438\u0437\u0440\u0435\u0434\u043a\u0430 \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0440\u0435\u043a\u043b\u0430\u043c\u043d\u044b\u0439/\u043f\u0440\u043e\u043c\u043e-\u043f\u043e\u0441\u0442 (\u043a\u0443\u0440\u0441, \u00ab\u043d\u0430 \u043f\u0440\u0430\u0432\u0430\u0445 \u0440\u0435\u043a\u043b\u0430\u043c\u044b\u00bb, `erid:`). \u0424\u0438\u043b\u044c\u0442\u0440 \u043d\u0435 \u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0442\u0430\u043a\u043e\u0439 \u0432 16 \u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0445 \u043f\u0430\u0431\u043b\u0438\u043a\u043e\u0432.\\n\\n## \u0414\u0438\u0437\u0430\u0439\u043d (\u0432\u044b\u0441\u043e\u043a\u043e\u0442\u043e\u0447\u043d\u044b\u0439, \u0431\u0435\u0437 \u043b\u043e\u0436\u043d\u044b\u0445 \u0441\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u043d\u0438\u0439 \u043d\u0430 \u043d\u0430\u0443\u043a\u0443)\\n\\n`_is_promo(post)` \u2014 \u0442\u043e\u043b\u044c\u043a\u043e **\u043d\u0430\u0434\u0451\u0436\u043d\u044b\u0435** \u0441\u0438\u0433\u043d\u0430\u043b\u044b: \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u0430\u044f VK-\u043c\u0435\u0442\u043a\u0430 `marked_as_ads` + \u043b\u0435\u0433\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0440\u043a\u0435\u0440\u044b (`erid:`/`#\u0440\u0435\u043a\u043b\u0430\u043c\u0430`/\u00ab\u043d\u0430 \u043f\u0440\u0430\u0432\u0430\u0445 \u0440\u0435\u043a\u043b\u0430\u043c\u044b\u00bb, \u043f\u0435\u0440\u0435\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c `AdvertisementFilter.LEGAL_MARKERS`). **\u041d\u0410\u041c\u0415\u0420\u0415\u041d\u041d\u041e \u0431\u0435\u0437 commercial-scoring** (\u0446\u0435\u043d\u0430/\u0440\u0443\u0431/\u043a\u0443\u043f\u0438\u0442\u044c/\u0441\u043a\u0438\u0434\u043a\u0430) \u2014 \u043e\u043d \u0442\u044e\u043d\u0438\u043d\u0433\u043e\u0432\u0430\u043d \u043f\u043e\u0434 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u044b\u0435 \u043e\u0431\u044a\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u043b\u043e\u0436\u043d\u043e \u0431\u0438\u043b \u0431\u044b \u043f\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u043c\u0443 \u0442\u0435\u043a\u0441\u0442\u0443 (\u0441\u0442\u0430\u0442\u044c\u044f \u043f\u0440\u043e \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0443, \u00ab\u0441\u043a\u0438\u0434\u043a\u0430 \u044d\u043d\u0442\u0440\u043e\u043f\u0438\u0438\u00bb). \u041a\u043e\u043d\u0441\u0435\u0440\u0432\u0430\u0442\u0438\u0432\u043d\u043e: \u043b\u0443\u0447\u0448\u0435 \u043f\u0440\u043e\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0440\u0435\u0434\u043a\u0438\u0439 \u043f\u0440\u043e\u043c\u043e, \u0447\u0435\u043c \u0432\u044b\u043a\u0438\u043d\u0443\u0442\u044c \u043d\u0430\u0443\u0447\u043f\u043e\u043f.\\n\\n`_newest_unseen` \u043f\u043e\u043b\u0443\u0447\u0438\u043b \u043e\u043f\u0446. `reject`-\u043f\u0440\u0435\u0434\u0438\u043a\u0430\u0442 \u2192 \u043f\u0440\u043e\u043c\u043e-\u043f\u043e\u0441\u0442 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u043f\u0440\u043e\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f, \u0431\u0435\u0440\u0451\u0442\u0441\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u0432\u0435\u0436\u0438\u0439. \u0413\u0435\u0439\u0442 `KRUGOZOR_PROMO_FILTER` (\u0434\u0435\u0444\u043e\u043b\u0442 ON).\\n\\n## Test plan\\n\\n`pytest tests/ -q` \u2192 **1323 passed** (+6: marked_as_ads / erid / #\u0440\u0435\u043a\u043b\u0430\u043c\u0430 / \u0447\u0438\u0441\u0442\u044b\u0439 \u043d\u0430\u0443\u0447\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-3f099ac06ca651a9\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopt\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-df6eacbf2f67bfdc", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374532, "scanner": "foundry_dataset", "fingerprint": "6ec09d4c97b2b02c1069a13fb7f2322e97e0534402890264a96285c3a59d0da6", "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": "Valstan/setka#232", "human_labels": ["test_ci_gap"], "issue_number": "232", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7b666ed3c2098b5c", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#232\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#232\nRepo: Valstan/setka\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: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-d314c467cf9f9d66\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/232\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/232\\nTitle: feat(krugozor): \u043d\u0430\u0443\u0447\u043f\u043e\u043f-\u0414\u0410\u0419\u0414\u0416\u0415\u0421\u0422 \u0438\u0437 2-4 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432 \u0432\u043c\u0435\u0441\u0442\u043e \u043e\u0434\u043d\u043e\u0433\u043e \u043f\u043e\u0441\u0442\u0430\\nBody:\\n## Summary\\n\\n\u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 2026-06-14: \u0432\u043c\u0435\u0441\u0442\u043e \u043e\u0434\u043d\u043e\u0433\u043e \u043f\u043e\u0441\u0442\u0430 \u0438\u0437 \u043e\u0434\u043d\u043e\u0433\u043e \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u2014 **\u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442-\u00ab\u0440\u0430\u0437\u043d\u043e\u0441\u043e\u043b\u00bb** \u0438\u0437 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043d\u0430\u0443\u0447\u043f\u043e\u043f-\u043d\u043e\u0432\u043e\u0441\u0442\u0435\u0439 \u0440\u0430\u0437\u043d\u044b\u0445 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432 \u0432 \u043e\u0434\u043d\u043e\u043c \u043f\u043e\u0441\u0442\u0435.\\n\\n## \u0427\u0442\u043e \u043c\u0435\u043d\u044f\u0435\u0442\u0441\u044f\\n\\n\u0414\u0432\u0438\u0436\u043e\u043a `krugozor_broadcast` \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u0430\u043d \u0432 \u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442-\u0440\u0435\u0436\u0438\u043c:\\n- \u0417\u0430 \u043f\u0440\u043e\u0433\u043e\u043d **\u0440\u043e\u0442\u0430\u0446\u0438\u0435\u0439** (round-robin) \u0441\u043e\u0431\u0438\u0440\u0430\u0435\u043c \u0434\u043e **4** \u0441\u0432\u0435\u0436\u0438\u0445 \u043f\u043e\u0441\u0442\u043e\u0432 \u0438\u0437 **\u0420\u0410\u0417\u041d\u042b\u0425** \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432 \u2014 \u00ab\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0432\u043b\u0435\u0437\u0451\u0442\u00bb \u043f\u043e \u0431\u044e\u0434\u0436\u0435\u0442\u0443 \u0434\u043b\u0438\u043d\u044b (3500). \u0420\u043e\u0442\u0430\u0446\u0438\u044f (\u0430 \u043d\u0435 \u0447\u0438\u0441\u0442\u0430\u044f \u0441\u0432\u0435\u0436\u0435\u0441\u0442\u044c) \u2014 \u0447\u0442\u043e\u0431\u044b \u0441\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0435\u043c \u0432\u0441\u0435 12 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432 \u043f\u043e\u043f\u0430\u0434\u0430\u043b\u0438 \u0432 \u044d\u0444\u0438\u0440, \u0430 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0430\u0441\u0442\u043e\u043f\u043e\u0441\u0442\u044f\u0449\u0438\u0435.\\n- \u041a\u0430\u0436\u0434\u044b\u0439 \u043f\u0443\u043d\u043a\u0442: `\ud83d\udcda \u0418\u043c\u044f\\\\n<\u0442\u0435\u043a\u0441\u0442 \u0438\u043b\u0438 \u0430\u043d\u043e\u043d\u0441 ~500 \u0437\u043d\u0430\u043a\u043e\u0432>\u2026\\\\n\ud83d\udd17 \u0441\u0441\u044b\u043b\u043a\u0430`. \u041a\u043e\u0440\u043e\u0442\u043a\u0438\u0439 \u043f\u043e\u0441\u0442 \u2014 \u0446\u0435\u043b\u0438\u043a\u043e\u043c, \u0434\u043b\u0438\u043d\u043d\u044b\u0439 \u2014 \u0430\u043d\u043e\u043d\u0441+\u0441\u0441\u044b\u043b\u043a\u0430. **\u041b\u0438\u0434-\u0444\u043e\u0442\u043e \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u043f\u0443\u043d\u043a\u0442\u0430 \u2192 \u0433\u0440\u0438\u0434** (\u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430). \u0421\u0432\u0435\u0436\u0430\u0439\u0448\u0435\u0435 \u2014 \u043f\u0435\u0440\u0432\u044b\u043c.\\n- \u0412\u0435\u0435\u0440 \u043d\u0430 16 \u0441\u0442\u0435\u043d \u0441 \u043f\u0430\u0443\u0437\u043e\u0439 (\u0430\u043d\u0442\u0438-Captcha). \u0414\u0435\u0434\u0443\u043f \u043f\u043e source-lip (cap 60). Pending-\u0434\u043e\u0431\u043e\u0440 \u0443\u0431\u0440\u0430\u043d (\u0434\u043b\u044f \u0441\u0443\u0442\u043e\u0447\u043d\u043e\u0439 \u043a\u0430\u0434\u0435\u043d\u0446\u0438\u0438 \u043d\u0435 \u043d\u0443\u0436\u0435\u043d).\\n\\n\u041d\u043e\u0432\u044b\u0439 env: `KRUGOZOR_DIGEST_MAX_ITEMS=4`, `KRUGOZOR_SNIPPET_LEN=500`, `KRUGOZOR_TEXT_BUDGET=3500`, `KRUGOZOR_DIGEST_PHOTOS=1`.\\n\\n## Test plan\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ed1272e954277392\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelic\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-45932337691d43c3", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374531, "scanner": "foundry_dataset", "fingerprint": "530f0620df973e2dacd8211e60bdbd6a188d958ed242d7d946469ad079d6bab4", "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": "Valstan/setka#230", "human_labels": ["test_ci_gap"], "issue_number": "230", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-45d4786f6364dbda", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#230\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#230\nRepo: Valstan/setka\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: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-cc1d747c36cb60b8\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/230\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/230\\nTitle: feat(krugozor): \u043d\u0430\u0443\u0447\u043f\u043e\u043f-\u0440\u0430\u0441\u0441\u044b\u043b\u043a\u0430 \u00ab\u041a\u0440\u0443\u0433\u043e\u0437\u043e\u0440\u00bb \u0432\u0435\u0435\u0440\u043e\u043c \u043d\u0430 \u0440\u0430\u0439\u043e\u043d\u043d\u044b\u0435 \u043f\u0430\u0431\u043b\u0438\u043a\u0438\\nBody:\\n## Summary\\n\\n\u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 2026-06-14 (\u043f\u043e \u0438\u0442\u043e\u0433\u0430\u043c precision-\u0441\u043f\u043e\u0442-\u0447\u0435\u043a\u0430 LLM-\u043a\u0443\u0440\u0430\u0446\u0438\u0438 [#227](https://github.com/Valstan/setka/pull/227), [#229](https://github.com/Valstan/setka/pull/229)): \u043f\u043e\u0437\u043d\u0430\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0435/\u043d\u0430\u0443\u0447\u043f\u043e\u043f \u0434\u043e\u043b\u0436\u043d\u043e \u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0440\u0430\u0439\u043e\u043d\u043d\u044b\u0445 \u043f\u0430\u0431\u043b\u0438\u043a\u0430\u0445 \u0434\u043b\u044f \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f \u043a\u0440\u0443\u0433\u043e\u0437\u043e\u0440\u0430 \u2014 \u00ab\u0440\u0430\u0437\u043d\u043e\u0441\u043e\u043b\u00bb \u043c\u0435\u0436\u0434\u0443 \u043c\u0435\u0441\u0442\u043d\u044b\u043c\u0438 \u043d\u043e\u0432\u043e\u0441\u0442\u044f\u043c\u0438.\\n\\n**\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438 \u043d\u0430\u0448\u043b\u0438\u0441\u044c \u0432 \u043f\u0440\u043e\u0434-\u0411\u0414** (\u0443\u0446\u0435\u043b\u0435\u043b\u0438 \u043e\u0442 \u041f\u043e\u0441\u0442\u043e\u043f\u0443\u0441\u0430) \u2014 `category='krugozor'`: SciTopus, \u041d\u0430\u0443\u0427\u043f\u043e\u043a, Batrachospermum, \u0412\u0440\u0435\u043c\u044f-\u0412\u043f\u0435\u0440\u0451\u0434. \u0412\u043d\u0435\u0448\u043d\u0438\u0439 \u0434\u0430\u043c\u043f \u043d\u0435 \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u0438\u043b\u0441\u044f.\\n\\n## \u0420\u0435\u0448\u0435\u043d\u0438\u044f \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430, \u0437\u0430\u0448\u0438\u0442\u044b\u0435 \u0432 \u0434\u0438\u0437\u0430\u0439\u043d\\n\\n- **\u041a\u043e\u043f\u0438\u044f, \u043d\u0435 \u0440\u0435\u043f\u043e\u0441\u0442** \u2014 \u0443 \u0440\u0435\u043f\u043e\u0441\u0442\u0430 \u043c\u0435\u043d\u044c\u0448\u0435 \u043e\u0445\u0432\u0430\u0442 (\u0443\u043c\u043d\u0430\u044f \u043b\u0435\u043d\u0442\u0430 \u0437\u0430\u043d\u0438\u0436\u0430\u0435\u0442) \u0438 \u0432\u043e\u0432\u043b\u0435\u0447\u0451\u043d\u043d\u043e\u0441\u0442\u044c/\u0441\u0442\u0430\u0442\u044b \u0443\u0445\u043e\u0434\u044f\u0442 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0443. \u041a\u043e\u043f\u0438\u0440\u0443\u0435\u043c \u0442\u0435\u043a\u0441\u0442+\u0444\u043e\u0442\u043e \u0432 \u043d\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u043f\u043e\u0441\u0442 + native-\u0430\u0442\u0440\u0438\u0431\u0443\u0446\u0438\u044f VK (`copyright`=\u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a) + \u0444\u0443\u0442\u0435\u0440 \u0441 \u0438\u043c\u0435\u043d\u0435\u043c.\\n- **\u0412\u0441\u0435 16 \u0440\u0430\u0439\u043e\u043d\u043d\u044b\u0445+\u043e\u0431\u043b\u0430\u0441\u0442\u043d\u044b\u0445 \u043f\u0430\u0431\u043b\u0438\u043a\u043e\u0432**, \u0440\u043e\u0442\u0430\u0446\u0438\u044f \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432 (round-robin) \u2014 \u0440\u0430\u0437\u043d\u043e\u0441\u043e\u043b, \u0412\u0440\u0435\u043c\u044f-\u0412\u043f\u0435\u0440\u0451\u0434 \u043d\u0435 \u0444\u043b\u0443\u0434\u0438\u0442.\\n- **\u0412\u0440\u0435\u043c\u044f-\u0412\u043f\u0435\u0440\u0451\u0434 \u0432 \u043e\u0431\u0449\u0438\u0439 \u043f\u043e\u0442\u043e\u043a `krugozor`** \u2014 \u043d\u043e\u0432\u043e\u0439 \u0442\u0435\u043c\u044b \u043d\u0435 \u043f\u043b\u043e\u0434\u0438\u043c (\u0441\u043d\u044f\u0442\u0430 \u0442\u0440\u0435\u0432\u043e\u0433\u0430 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 \u043f\u0440\u043e \u0440\u0430\u0437\u0440\u0430\u0441\u0442\u0430\u043d\u0438\u0435 \u0442\u0435\u043c)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ed4dd328699e9053\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-4100738bf65eef74", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374530, "scanner": "foundry_dataset", "fingerprint": "9b5c8fe146243576f2cecca47babd633dfb3f6dfee1f93068d959a06941ab893", "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": "Valstan/setka#229", "human_labels": ["human_feedback_general"], "issue_number": "229", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-a7c77058fc5cbfee", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#229\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#229\nRepo: Valstan/setka\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-863e485780b93aaf\",\n \"kind\": \"pull_request_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/Valstan/setka/pull/229\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/229\\nTitle: docs(curation): \u0440\u0435\u0434\u0430\u043a\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430 \u2014 \u043d\u0430\u0443\u0447\u043f\u043e\u043f=keep, reroute \u0440\u0435\u043a\u043b\u0430\u043c\u044b\\nBody:\\n## Summary\\n\\n\u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 2026-06-14 \u043f\u043e \u0438\u0442\u043e\u0433\u0430\u043c precision-\u0441\u043f\u043e\u0442-\u0447\u0435\u043a\u0430 19 \u0444\u043b\u0430\u0433\u043e\u0432 LLM-\u043a\u0443\u0440\u0430\u0446\u0438\u0438 (\u0441\u043c. [#227](https://github.com/Valstan/setka/pull/227)). \u0421\u043f\u043e\u0442-\u0447\u0435\u043a \u0441\u0440\u0430\u0431\u043e\u0442\u0430\u043b \u043f\u043e \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044e \u2014 \u0432\u0441\u043a\u0440\u044b\u043b, \u0447\u0442\u043e \u0440\u0443\u0431\u0440\u0438\u043a\u0435 \u043d\u0435 \u0445\u0432\u0430\u0442\u0430\u043b\u043e \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u043f\u0440\u043e \u043f\u043e\u0437\u043d\u0430\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043a\u043e\u043d\u0442\u0435\u043d\u0442 \u0438 \u0431\u044b\u043b\u0438 \u0440\u0430\u043d\u043d\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438 \u043f\u043e \u0442\u0435\u043c\u0435 `reklama`.\\n\\n1. **\u041f\u043e\u0437\u043d\u0430\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0435/\u043d\u0430\u0443\u0447\u043f\u043e\u043f = keep \u0434\u0430\u0436\u0435 \u0431\u0435\u0437 \u043c\u0435\u0441\u0442\u043d\u043e\u0439 \u043f\u0440\u0438\u0432\u044f\u0437\u043a\u0438** (\u043d\u0430\u0443\u043a\u0430, \u0438\u0441\u0442\u043e\u0440\u0438\u044f-\u0444\u0430\u043a\u0442, \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438, \u043f\u0440\u0438\u0440\u043e\u0434\u0430, \u043b\u0438\u043a\u0431\u0435\u0437) \u2014 \u043d\u0430\u043c\u0435\u0440\u0435\u043d\u043d\u043e \u043f\u0443\u0431\u043b\u0438\u043a\u0443\u0435\u043c \u0434\u043b\u044f \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f \u043a\u0440\u0443\u0433\u043e\u0437\u043e\u0440\u0430. \u0418\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u0432 drop-\u043a\u043b\u0430\u0441\u0441\u0435 \u00a72 + \u043f\u0440\u0430\u0432\u0438\u043b\u043e \u0432 \u00a7keep. \u0413\u0440\u0430\u043d\u0438\u0446\u0430 vs \u0440\u0430\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0440\u0435\u043f\u043e\u0441\u0442: \u043d\u0435\u0441\u0451\u0442 \u0444\u0430\u043a\u0442/\u0437\u043d\u0430\u043d\u0438\u0435 = keep, \u043f\u0443\u0441\u0442\u043e\u0439 \u0440\u0435\u043f\u043e\u0441\u0442 \u0440\u0430\u0434\u0438 \u043b\u0430\u0439\u043a\u043e\u0432 = drop.\\n2. **\u041f\u0440\u0438\u043d\u0446\u0438\u043f reroute, \u0430 \u043d\u0435 drop** (enforcing-\u0434\u0438\u0437\u0430\u0439\u043d \u0424\u0430\u0437\u044b 2): off-theme \u0440\u0435\u043a\u043b\u0430\u043c\u0430 \u043f\u0435\u0440\u0435\u0435\u0437\u0436\u0430\u0435\u0442 \u0432 \u0442\u0435\u043c\u0443 `reklama`, \u0430 \u043d\u0435 \u0432\u044b\u043a\u0438\u0434\u044b\u0432\u0430\u0435\u0442\u0441\u044f.\\n3. **\u0420\u0430\u0437\u0432\u0435\u0434\u0435\u043d\u043e \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447\u0438\u0435** \u0432 per-region \u0437\u0430\u043c\u0435\u0442\u043a\u0435 \u041c\u0430\u043b\u043c\u044b\u0436\u0430: \u043f\u0440\u043e\u0434\u0430\u0436\u0438 \u0431\u0430\u0440\u0430\u0445\u043e\u043b\u043a\u0438 = drop \u0442\u043e\u043b\u044c\u043a\u043e \u0435\u0441\u043b\u0438 \u0443\u0442\u0435\u043a\u043b\u0438 \u0432 \u043d\u0435-\u0440\u0435\u043a\u043b\u0430\u043c\u043d\u0443\u044e \u0442\u0435\u043c\u0443; \u0432\u043d\u0443\u0442\u0440\u0438 `reklama` \u043e\u043d\u0438 \u0448\u0442\u0430\u0442\u043d\u044b (keep). \u0420\u0430\u043d\u043d\u0438\u0435 \u043f\u0440\u043e\u0433\u043e\u043d\u044b 2026-06-08 \u043e\u0448\u0438\u0431\u043e\u0447\u043d\u043e \u0434\u0440\u043e\u043f\u0430\u043b\u0438 \u2014 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043e.\\n\\n## T\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-cba9c784b55e05de\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"schemas\": 2}\nBun\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-18373f78f92386fe", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374529, "scanner": "foundry_dataset", "fingerprint": "c0ca120d867be739e43bb3ba78473dbb9c95210770786b1555fb32cacd992362", "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": "Valstan/setka#228", "human_labels": ["test_ci_gap"], "issue_number": "228", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-1605b3858c8c6392", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#228\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#228\nRepo: Valstan/setka\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: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-b3e44cbd040b6968\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/228\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/228\\nTitle: feat(curation): \u043f\u043e\u0434\u043a\u043e\u043c\u0430\u043d\u0434\u0430 --flagged \u2014 \u0432\u044b\u0433\u0440\u0443\u0437\u043a\u0430 drop-\u043f\u043e\u0441\u0442\u043e\u0432 \u0434\u043b\u044f precision-\u0441\u043f\u043e\u0442-\u0447\u0435\u043a\u0430\\nBody:\\n## Summary\\n\\nGate \u0424\u0430\u0437\u044b 2 LLM-\u043a\u0443\u0440\u0430\u0446\u0438\u0438 \u2014 **\u0441\u043f\u043e\u0442-\u0447\u0435\u043a \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0435\u043c** \u043f\u043e\u043c\u0435\u0447\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0441\u0442\u043e\u0432 (\u0438\u0441\u0442\u0438\u043d\u043d\u044b\u0439 ground-truth \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u043e\u0441\u0442\u0438 \u00ab\u0440\u0430\u0439\u043e\u043d\u0443\u00bb \u2014 \u0432\u043b\u0430\u0434\u0435\u043b\u0435\u0446, \u043d\u0435 `/curate`-\u043b\u0443\u043f). `--stats` \u0434\u0430\u0451\u0442 \u0430\u0433\u0440\u0435\u0433\u0430\u0442, \u043d\u043e \u043d\u0435 \u0441\u0430\u043c\u0438 \u043f\u043e\u0441\u0442\u044b \u0434\u043b\u044f \u0440\u0435\u0432\u044c\u044e; `--flagged` \u0432\u044b\u0433\u0440\u0443\u0436\u0430\u0435\u0442 \u043a\u0430\u0436\u0434\u044b\u0439 drop (`text` + `url` + \u043f\u0440\u0438\u0447\u0438\u043d\u0430 LLM), \u0441\u0434\u0436\u043e\u0439\u043d\u0435\u043d\u043d\u044b\u0439 \u043f\u043e `lip` \u0441 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u043c, \u0441 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043e\u043c \u043f\u0440\u043e\u0433\u043e\u043d\u0430 (`run_id`/`region`/`theme`/\u0434\u0430\u0442\u0430).\\n\\n\u0427\u0430\u0441\u0442\u044c \u043d\u0430\u0441\u0442\u0443\u043f\u0438\u0432\u0448\u0435\u0433\u043e \u0448\u0430\u0433\u0430 PoC LLM-\u043a\u0443\u0440\u0430\u0446\u0438\u0438 ([#227](https://github.com/Valstan/setka/pull/227)): \u0447\u0442\u043e\u0431\u044b \u0434\u0430\u0442\u044c brain'\u0443 \u0440\u0435\u0430\u043b\u044c\u043d\u0443\u044e precision-\u0446\u0438\u0444\u0440\u0443, \u0432\u043b\u0430\u0434\u0435\u043b\u0435\u0446 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442 19 \u0444\u043b\u0430\u0433\u043e\u0432 keep/drop \u2014 \u044d\u0442\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439 \u043e\u043d\u0438 \u0432\u044b\u0433\u0440\u0443\u0436\u0430\u044e\u0442\u0441\u044f.\\n\\n## Changes\\n\\n- `scripts/curate_pending.py` \u2014 \u043d\u043e\u0432\u0430\u044f \u043f\u043e\u0434\u043a\u043e\u043c\u0430\u043d\u0434\u0430 `--flagged [--region CODE]`; join-\u043b\u043e\u0433\u0438\u043a\u0430 \u0432\u044b\u043d\u0435\u0441\u0435\u043d\u0430 \u0432 \u0447\u0438\u0441\u0442\u0443\u044e `_flagged_from_run(candidates, verdicts)` (\u0431\u0435\u0437 \u0411\u0414 \u2192 \u0442\u0435\u0441\u0442\u0438\u0440\u0443\u0435\u043c\u043e). \u041e\u0441\u0438\u0440\u043e\u0442\u0435\u0432\u0448\u0438\u0439 `lip` \u0434\u0435\u0433\u0440\u0430\u0434\u0438\u0440\u0443\u0435\u0442 \u0432 \u043f\u0443\u0441\u0442\u044b\u0435 \u043f\u043e\u043b\u044f, \u043d\u043e \u0441\u0442\u0440\u043e\u043a\u0443 \u043d\u0435 \u0442\u0435\u0440\u044f\u0435\u0442 (drop \u043e\u0441\u0442\u0430\u0451\u0442\u0441\u044f \u0432\u0438\u0434\u0438\u043c\u044b\u043c).\\n- `tests/test_scripts/test_curate_pending.py` \u2014 4 \u0442\u0435\u0441\u0442\u0430: \u0442\u043e\u043b\u044c\u043a\u043e drop'\u044b, missing-\u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442 \u0434\u0435\u0433\u0440\u0430\u0434\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-1e128950988f037a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-2dd58d323904e92d", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374528, "scanner": "foundry_dataset", "fingerprint": "e8fed6598db054c56234f48813b08dd87f7124675f675f18cacc0d6e501853f0", "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": "Valstan/setka#227", "human_labels": ["test_ci_gap"], "issue_number": "227", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-a6241860b353d3b3", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 5}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 4, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#227\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#227\nRepo: Valstan/setka\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 4\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-ac42f8076fcd6447\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/227\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/227\\nTitle: docs(curation): \u0446\u0438\u0444\u0440\u044b PoC shadow LLM-\u043a\u0443\u0440\u0430\u0446\u0438\u0438 + ack brain (\u043d\u0430\u0441\u0442\u0443\u043f\u0438\u0432\u0448\u0438\u0439 \u0448\u0430\u0433 2026-06-14)\\nBody:\\n## Summary\\n\\n\u041d\u0430\u0441\u0442\u0443\u043f\u0438\u0432\u0448\u0438\u0439 \u043f\u043e \u043a\u0430\u043b\u0435\u043d\u0434\u0430\u0440\u044e \u0448\u0430\u0433 \u0438\u0437 `SESSION_HANDOFF` (next step ~2026-06-14): \u0441\u043d\u044f\u0442\u044c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0443 shadow-PoC LLM-\u043a\u0443\u0440\u0430\u0446\u0438\u0438 \u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442\u043e\u0432 \u0438 \u043e\u0442\u0447\u0438\u0442\u0430\u0442\u044c\u0441\u044f brain'\u0443 \u0446\u0438\u0444\u0440\u0430\u043c\u0438 \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0424\u0430\u0437\u044b 2.\\n\\n**\u0426\u0438\u0444\u0440\u044b PoC** (\u0440\u0435\u0433\u0438\u043e\u043d \u041c\u0430\u043b\u043c\u044b\u0436, \u2248\u043d\u0435\u0434\u0435\u043b\u044f \u0441 \u0434\u0435\u043f\u043b\u043e\u044f 2026-06-07, `scripts/curate_pending.py --stats`):\\n\\n| \u041c\u0435\u0442\u0440\u0438\u043a\u0430 | \u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435 |\\n|---|---|\\n| \u041f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u043e \u043f\u0440\u043e\u0433\u043e\u043d\u043e\u0432 | 48 (+94 pending \u2014 recorder \u0436\u0438\u0432) |\\n| \u041f\u043e\u0441\u0442\u043e\u0432-\u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432 | 101 |\\n| LLM \u00abdrop\u00bb | 19 \u2192 **flag-rate 18.81%** |\\n| \u0422\u043e\u043a\u0435\u043d\u044b | 25 450 (~530/\u043f\u0440\u043e\u0433\u043e\u043d, ~252/\u043f\u043e\u0441\u0442) |\\n\\n\u0421\u043e\u0441\u0442\u0430\u0432 drop: \u043d\u0435-\u0440\u0430\u0439\u043e\u043d (\u0444\u0435\u0434\u0435\u0440\u0430\u043b/\u043e\u0431\u043b\u0430\u0441\u0442\u044c \u0431\u0435\u0437 \u043c\u0435\u0441\u0442\u043d\u043e\u0439 \u043f\u0440\u0438\u0432\u044f\u0437\u043a\u0438) \u224813 \u00b7 \u0440\u0435\u043a\u043b\u0430\u043c\u0430 3 \u00b7 \u0440\u0430\u0437\u0432\u043b\u0435\u043a-\u0440\u0435\u043f\u043e\u0441\u0442 2 \u2014 \u0432\u0441\u0451 \u0432 \u0440\u0443\u0431\u0440\u0438\u0447\u043d\u044b\u0445 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f\u0445.\\n\\n**Honest-\u043d\u044e\u0430\u043d\u0441 \u043f\u0440\u043e precision:** `--stats` precision \u043d\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438\u0440\u0443\u0435\u0442 \u0438 \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u2014 \u0432\u0435\u0440\u0434\u0438\u043a\u0442\u044b keep/drop \u043f\u0438\u0448\u0435\u0442 \u0441\u0430\u043c `/curate`-\u043b\u0443\u043f (Claude \u043f\u043e \u0440\u0443\u0431\u0440\u0438\u043a\u0435), \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0433\u043e ground-truth \u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u0435 \u043d\u0435\u0442. \u0418\u0441\u0442\u0438\u043d\u043d\u044b\u0439 ground-truth \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u043e\u0441\u0442\u0438 \u00ab\u0440\u0430\u0439\u043e\u043d\u0443\u00bb \u2014 \u0432\u043b\u0430\u0434\u0435\u043b\u0435\u0446 \u2192 gate \u043f\u0435\u0440\u0435\u0434 \u043b\u044e\u0431\u044b\u043c enforcing = \u0441\u043f\u043e\u0442-\u0447\u0435\u043a \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 \u043d\u0430 19 \u0444\u043b\u0430\u0433\u0430\u0445.\\n\\n**\u0420\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6ba65b34ca57b9b0\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHel\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-28457801fef8b832", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374527, "scanner": "foundry_dataset", "fingerprint": "0107b8f79b448725349b3cbbb63dd298e6636fd2d9d96a15ae2109d338b3c119", "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": "Valstan/setka#223", "human_labels": ["test_ci_gap"], "issue_number": "223", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.777, "repo_full_name": "Valstan/setka", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-3de5c18ccd9f8ddc", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "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": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#223\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: Valstan/setka#223\nRepo: Valstan/setka\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-5b782ea54b969d59\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/223\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/223\\nTitle: chore(session): handoff 2026-06-13 \u2014 ad-CRM \u04211\u2013\u04215 + \u0430\u0432\u0442\u043e-\u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435\\nBody:\\n## Summary\\n\\nHandoff \u043e\u0431\u043d\u043e\u0432\u043b\u0451\u043d \u0447\u0435\u0440\u0435\u0437 `/close_session` (\u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043e \u043f\u043e\u0441\u043b\u0435 \u043e\u0431\u0440\u044b\u0432\u0430 \u2014 \u0440\u0430\u0431\u043e\u0442\u0430 \u043d\u0435 \u043f\u043e\u0442\u0435\u0440\u044f\u043d\u0430, \u0434\u0435\u0440\u0435\u0432\u043e \u0431\u044b\u043b\u043e \u0447\u0438\u0441\u0442\u044b\u043c).\\n\\n- **Status:** ACTIVE \u2014 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 ad-CRM, \u0435\u0436\u0435\u043d\u0435\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u0440\u0438\u0442\u043c \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u0439.\\n- **\u0421\u0434\u0435\u043b\u0430\u043d\u043e \u0432 \u0441\u0435\u0441\u0441\u0438\u0438:** 6 PR (#217\u2013#222) \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u044b, \u0441\u043c\u0435\u0440\u0436\u0435\u043d\u044b, \u0437\u0430\u0434\u0435\u043f\u043b\u043e\u0435\u043d\u044b \u2014 \u04211 \u0435\u0434\u0438\u043d\u044b\u0439 \u043a\u0430\u0431\u0438\u043d\u0435\u0442, \u04212 \u0430\u0432\u0442\u043e-\u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u043f\u043e \u0441\u0440\u043e\u043a\u0443, \u04213 \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u044b+\u043e\u0442\u0447\u0451\u0442 \u043a\u043b\u0438\u0435\u043d\u0442\u0443, \u04214 \u0442\u0440\u0435\u043a\u0438\u043d\u0433 \u0434\u043e\u043b\u0436\u043d\u0438\u043a\u043e\u0432, \u04215 \u0441\u043a\u0432\u043e\u0437\u043d\u0430\u044f \u00ab\u043e\u0434\u043d\u0430 \u043a\u043d\u043e\u043f\u043a\u0430\u00bb, \u0430\u0432\u0442\u043e-\u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u0440\u0435\u043a\u043b\u0430\u043c\u043e\u0434\u0430\u0442\u0435\u043b\u044e. \u041c\u0438\u0433\u0440\u0430\u0446\u0438\u0438 037\u2013043 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u044b.\\n- **\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0448\u0430\u0433:** \u0432\u043a\u043b\u044e\u0447\u0438\u0442\u044c \u0430\u0432\u0442\u043e-\u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 (env \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430) \u043f\u0440\u0438 \u0436\u0435\u043b\u0430\u043d\u0438\u0438; \u0440\u0430\u0443\u043d\u0434-2 \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044f ~2026-06-20 (\u0430\u043d\u0430\u043b\u0438\u0437 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438); \u0445\u0432\u043e\u0441\u0442 \u2014 \u0446\u0438\u0444\u0440\u044b PoC \u043a\u0443\u0440\u0430\u0446\u0438\u0438 ~06-14.\\n\\n## Test plan\\n\\n- \u041a\u043e\u0434 \u044d\u0442\u043e\u0439 \u0441\u0435\u0441\u0441\u0438\u0438 \u0443\u0436\u0435 \u043f\u0440\u043e\u0448\u0451\u043b pre-commit + pytest (1277/1277) + CI \u0432 PR #217\u2013#222 \u0438 \u0437\u0430\u0434\u0435\u043f\u043b\u043e\u0435\u043d. \u042d\u0442\u043e\u0442 PR \u2014 doc-only (handoff).\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b4584fa0759356be\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"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/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-1ce035e9f047e144", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374526, "scanner": "foundry_dataset", "fingerprint": "f0653ce0681dd8da61e998a4ee1bab474035064aef56514131e5baa0b2eb9136", "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": "Valstan/setka#220", "human_labels": ["test_ci_gap"], "issue_number": "220", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.877, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-c4050d8da96fec08", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#220\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#220\nRepo: Valstan/setka\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: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-d35755ad06201917\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/220\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/220\\nTitle: feat(ad): \u04214 \u2014 \u0442\u0440\u0435\u043a\u0438\u043d\u0433 \u0434\u043e\u043b\u0436\u043d\u0438\u043a\u043e\u0432 \u043f\u043e \u0440\u0435\u043a\u043b\u0430\u043c\u0435\\nBody:\\n## Summary\\n\\n**\u0421\u0440\u0435\u0437 4** (\u0444\u0438\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u043b\u0430\u043d\u043e\u0432\u044b\u0439) \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 ad-CRM (MANDATE brain 2026-06-12): **\u043f\u043e\u043b\u0443-\u0430\u0432\u0442\u043e \u0443\u0447\u0451\u0442 \u0434\u043e\u043b\u0433\u043e\u0432**. \u041f\u043e\u043b\u043d\u044b\u0439 \u0430\u0432\u0442\u043e-\u043f\u0440\u0438\u0451\u043c \u0434\u0435\u043d\u0435\u0433 \u043d\u0435 \u0434\u0435\u043b\u0430\u0435\u043c (\u0443\u043f\u0438\u0440\u0430\u0435\u0442\u0441\u044f \u0432 \u0431\u0430\u043d\u043a-API) \u2014 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440 \u043e\u0442\u043c\u0435\u0447\u0430\u0435\u0442 \u043e\u043f\u043b\u0430\u0442\u0443 \u0440\u0443\u043a\u0430\u043c\u0438, \u043a\u043e\u0434 \u043d\u0430\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u0442 \u043e \u043f\u0440\u043e\u0441\u0440\u043e\u0447\u043a\u0435.\\n\\n**\u0420\u0435\u0448\u0435\u043d\u0438\u044f \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 2026-06-13:** \u043f\u043e\u0440\u043e\u0433 **3 \u0434\u043d\u044f** (`AD_DEBTOR_DAYS`), Telegram-\u043d\u0430\u043f\u043e\u043c\u0438\u043d\u0430\u043d\u0438\u0435 **\u0440\u0430\u0437 \u0432 \u0434\u0435\u043d\u044c**, **\u0444\u0438\u043b\u044c\u0442\u0440 \u00ab\u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043e\u043b\u0436\u043d\u0438\u043a\u0438\u00bb + \u043f\u043b\u0430\u0448\u043a\u0430** \u0432 \u0432\u043e\u0440\u043e\u043d\u043a\u0435.\\n\\n## \u0427\u0442\u043e \u043c\u0435\u043d\u044f\u043b\u0438\\n\\n- **`modules/ad_cabinet/debtors.py`** (new) \u2014 `collect_debtors`: \u0441\u0432\u043e\u0434 `awaiting`-\u043e\u043f\u043b\u0430\u0442 \u0441\u0442\u0430\u0440\u0448\u0435 \u043f\u043e\u0440\u043e\u0433\u0430 \u043f\u043e \u043a\u043b\u0438\u0435\u043d\u0442\u0430\u043c (amount/count/oldest_days); `run_debtor_alert`: \u043e\u0440\u043a\u0435\u0441\u0442\u0440\u0430\u0446\u0438\u044f (`send` \u0438\u043d\u044a\u0435\u043a\u0442\u0438\u0440\u0443\u0435\u043c); `format_debtor_alert`. `DEBTOR_DAYS` \u0438\u0437 env.\\n- **`tasks/celery_app.py`** \u2014 `_send_debtor_alert` (Telegram, \u043a\u0430\u043a `_maybe_alert_new_ads`) + \u0442\u0430\u0441\u043a\u0430 `alert_ad_debtors` + beat `alert-ad-debtors-daily` (10:00 MSK).\\n- **`web/api/ad_crm.py`** \u2014 `list_clients(debtors_only=\u2026)` \u0444\u0438\u043b\u044c\u0442\u0440 (EXISTS overdue awaiting); `/funnel` + `debtors_count`/`debtors_amount`/`debtor_days`.\\n- **`api\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4ed604482c6d3559\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopte\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-1aa8a1a4a29723c6", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374525, "scanner": "foundry_dataset", "fingerprint": "7b24738194c1614bb9b254b0da43fd89dafa602596b0fe0023af94c4e8dbcfaf", "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": "Valstan/setka#217", "human_labels": ["test_ci_gap"], "issue_number": "217", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-5d6fb6bea726b52e", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#217\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#217\nRepo: Valstan/setka\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: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-a9799b9afc5e8e07\",\n \"kind\": \"pull_request_body\",\n \"label\": \"test_ci_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/217\",\n \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/217\\nTitle: feat(ad): \u04211 \u2014 \u0435\u0434\u0438\u043d\u044b\u0439 \u0440\u0435\u043a\u043b\u0430\u043c\u043d\u044b\u0439 \u043a\u0430\u0431\u0438\u043d\u0435\u0442 /ad (4 \u0432\u043a\u043b\u0430\u0434\u043a\u0438)\\nBody:\\n## Summary\\n\\n\u0421\u0442\u0430\u0440\u0442 **\u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0435\u043a\u043b\u0430\u043c\u043d\u043e\u0433\u043e CRM** (MANDATE-\u0434\u0438\u0440\u0435\u043a\u0442\u0438\u0432\u0430 brain 2026-06-12). **\u0421\u0440\u0435\u0437 1 (\u04211):** \u0441\u0432\u043e\u0434 \u0434\u0432\u0443\u0445 \u0440\u0430\u0437\u0434\u0435\u043b\u043e\u0432 `/ad-cabinet` + `/ad-crm` \u0432 **\u043e\u0434\u0438\u043d \u043a\u0430\u0431\u0438\u043d\u0435\u0442** `/ad` \u0441 4 \u0432\u043a\u043b\u0430\u0434\u043a\u0430\u043c\u0438 \u2014 \u043f\u0440\u044f\u043c\u043e\u0435 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 \u00ab\u0432\u0441\u0451 \u0432 \u043e\u0434\u0438\u043d \u043a\u0430\u0431\u0438\u043d\u0435\u0442, \u043e\u0434\u043d\u0430 \u043a\u043d\u043e\u043f\u043a\u0430\u00bb.\\n\\n\u0412\u043a\u043b\u0430\u0434\u043a\u0438: **\u0412\u0445\u043e\u0434\u044f\u0449\u0438\u0435 \u0437\u0430\u044f\u0432\u043a\u0438** \u00b7 **\u041a\u043b\u0438\u0435\u043d\u0442\u044b \u0438 \u0432\u043e\u0440\u043e\u043d\u043a\u0430** \u00b7 **\u041f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a \u0438 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438** \u00b7 **\u0421\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430**.\\n\\n\u041a\u0430\u0440\u0442\u0430 \u0446\u0435\u043f\u043e\u0447\u043a\u0438 as-is (8 \u0437\u0432\u0435\u043d\u044c\u0435\u0432, \u0441\u0442\u0430\u0442\u0443\u0441\u044b auto/semi/manual) + \u043f\u043b\u0430\u043d \u0441\u0440\u0435\u0437\u043e\u0432 + \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0443 \u2014 \u0432 \u043f\u0438\u0441\u044c\u043c\u0435 brain'\u0443 `mailbox/to-brain/2026-06-13-ad-crm-automation-asis-map-and-plan.md`. \u0420\u0435\u0448\u0435\u043d\u0438\u044f \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 \u0437\u0430\u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0432 \u0441\u0435\u0441\u0441\u0438\u0438 (\u04211 \u043f\u0435\u0440\u0432\u044b\u043c, 4 \u0432\u043a\u043b\u0430\u0434\u043a\u0438, \u0441\u0440\u043e\u043a \u043f\u043e\u0441\u0442\u0430 \u043f\u0440\u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438, \u043e\u043f\u043b\u0430\u0442\u0430 = \u0440\u0443\u0447\u043d\u043e\u0439 \u0432\u0432\u043e\u0434 + \u0430\u043b\u0451\u0440\u0442 \u0434\u043e\u043b\u0436\u043d\u0438\u043a\u043e\u0432).\\n\\n## \u0427\u0442\u043e \u043c\u0435\u043d\u044f\u043b\u0438\\n\\n- **`web/templates/ad.html`** \u2014 \u043d\u043e\u0432\u044b\u0439 \u0448\u0430\u0431\u043b\u043e\u043d \u0441 4 Bootstrap-\u0432\u043a\u043b\u0430\u0434\u043a\u0430\u043c\u0438; markup \u043f\u0435\u0440\u0435\u043d\u0435\u0441\u0451\u043d \u0438\u0437 `ad_cabinet.html`/`ad_crm.html` **\u0431\u0435\u0437 \u043f\u0440\u0430\u0432\u043a\u0438 DOM-id** (JS \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043a\u0430\u043a \u0435\u0441\u0442\u044c).\\n- **`main.py`** \u2014 \u0440\u043e\u0443\u0442 `/ad`; \u0441\u0442\u0430\u0440\u044b\u0435 `/ad-cabinet`, `/ad-crm` \u2192 `RedirectResponse` \u043d\u0430 `/ad` (`#\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8fc02d478e10b67c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopte\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-f2535c526f50b5a6", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374524, "scanner": "foundry_dataset", "fingerprint": "5c065e23e5aa4ff914e66c7aede2e903627df1c2da91758064ede21bd7226f37", "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": "Valstan/setka#216", "human_labels": ["agent_instruction_gap"], "issue_number": "216", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.877, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ecd4b5df0908c1e8", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#216\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#216\nRepo: Valstan/setka\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: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-2e838b563ea2f185\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/216\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/216\\nTitle: chore(session): handoff \u2014 \u0440\u0430\u0434\u0430\u0440 \u04240 \u0437\u0430\u0432\u0435\u0440\u0448\u0451\u043d + deadcode \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u043d\\nBody:\\n## Summary\\n\\nHandoff \u043e\u0431\u043d\u043e\u0432\u043b\u0451\u043d \u0447\u0435\u0440\u0435\u0437 /close_session.\\n- **Status:** ACTIVE (\u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0435 \u2014 \u043a\u043e\u0434\u043e\u0432\u044b\u0445 \u043d\u0438\u0442\u043e\u043a \u043d\u0435\u0442)\\n- **\u0422\u0435\u043a\u0443\u0449\u0430\u044f \u043d\u0438\u0442\u043a\u0430:** \u043a\u043e\u043d\u0442\u0435\u043d\u0442-\u0440\u0430\u0434\u0430\u0440 \u04240 \u0437\u0430\u0432\u0435\u0440\u0448\u0451\u043d \u0446\u0435\u043b\u0438\u043a\u043e\u043c (\u04240.1\u2013\u04240.5 \u043d\u0430 \u043f\u0440\u043e\u0434\u0435); deadcode-\u0442\u0440\u0438\u0430\u0436 \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u043d (#211\u2013#214); \u043e\u0442\u0432\u0435\u0442 brain \u043d\u0430 #037.\\n- **\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0448\u0430\u0433:** ~2026-06-14 \u0441\u043d\u044f\u0442\u044c \u0446\u0438\u0444\u0440\u044b PoC LLM-\u043a\u0443\u0440\u0430\u0446\u0438\u0438 \u2192 ack brain.\\n\\n## Test plan\\n\\n- [x] doc-only PR (\u0442\u043e\u043b\u044c\u043a\u043e docs/SESSION_HANDOFF.md)\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-3f1329e5eacd2b7f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Valstan/setka\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 3, \"artifact_supports_verification\": 5, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 3, \"schemas\": 5}\nHelicopter views: {\"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/Valstan/setka", "source_id": "comment-chain-pattern-assumption_checks-05cd24f826098edb", "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": "Valstan/setka", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Valstan/setka"}, "properties": {"repobilityId": 374523, "scanner": "foundry_dataset", "fingerprint": "4ed57f8ba52c99c5bd3dc2860de6b4f894377f002394afb019e4f7d7296e9b04", "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": "Valstan/setka#215", "human_labels": ["agent_instruction_gap"], "issue_number": "215", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Valstan/setka", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-5345071b3a2dfaf3", "helicopter_views": {"schemas": 2}, "artifact_families": {"docs": 3, "schemas": 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": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 5, "design_schema_api_artifact_count": 5}, "text": "Comment chain pattern product: assumption_checks\nRepo: Valstan/setka\nThread: Valstan/setka#215\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: Valstan/setka#215\nRepo: Valstan/setka\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: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-982ed202a88422f2\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/Valstan/setka/pull/215\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Valstan/setka\\nAuthor: Valstan (User)\\nURL: https://github.com/Valstan/setka/pull/215\\nTitle: docs(pending): \u0440\u0430\u0437\u0431\u043e\u0440 \u043f\u0435\u0440\u0432\u043e\u0433\u043e deadcode-\u0442\u0440\u0438\u0430\u0436\u0430 \u0437\u0430\u043a\u0440\u044b\u0442 (PR #211-#214)\\nBody:\\nCo-Authored-By: Claude Opus 4.7 (1M context)