/conversation/
/message`\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-86fa78dddb03cb61", "name": "Dangling fetch: POST https://api.cloudconvert.com/v2/jobs (src/app/api/generate/route.ts:75)", "shortDescription": {"text": "Dangling fetch: POST https://api.cloudconvert.com/v2/jobs (src/app/api/generate/route.ts:75)"}, "fullDescription": {"text": "`src/app/api/generate/route.ts:75` calls `POST https://api.cloudconvert.com/v2/jobs` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.cloudconvert.com/v2/jobs`\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-c938acb5aacbc658", "name": "Dangling fetch: GET https://api.cloudconvert.com/v2/jobs/${jobId}?include=tasks (src/app/api/generate/status/route.ts:33", "shortDescription": {"text": "Dangling fetch: GET https://api.cloudconvert.com/v2/jobs/${jobId}?include=tasks (src/app/api/generate/status/route.ts:33)"}, "fullDescription": {"text": "`src/app/api/generate/status/route.ts:33` calls `GET https://api.cloudconvert.com/v2/jobs/${jobId}?include=tasks` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.cloudconvert.com/v2/jobs/
`\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-25e2e1613a881d91", "name": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/keyword-research-pdf/route.ts:32)", "shortDescription": {"text": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/keyword-research-pdf/route.ts:32)"}, "fullDescription": {"text": "`src/app/api/keyword-research-pdf/route.ts:32` calls `POST https://api.anthropic.com/v1/messages` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.anthropic.com/v1/messages`\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-b2675486a023c5ac", "name": "Dangling fetch: POST https://api.cloudconvert.com/v2/jobs (src/app/api/cloudconvert-job-status/route.ts:47)", "shortDescription": {"text": "Dangling fetch: POST https://api.cloudconvert.com/v2/jobs (src/app/api/cloudconvert-job-status/route.ts:47)"}, "fullDescription": {"text": "`src/app/api/cloudconvert-job-status/route.ts:47` calls `POST https://api.cloudconvert.com/v2/jobs` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.cloudconvert.com/v2/jobs`\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-0bc0794fe5a61a8c", "name": "Dangling fetch: GET https://api.cloudconvert.com/v2/jobs/${docxJobId}?include=tasks (src/app/api/cloudconvert-job-status", "shortDescription": {"text": "Dangling fetch: GET https://api.cloudconvert.com/v2/jobs/${docxJobId}?include=tasks (src/app/api/cloudconvert-job-status/route.ts:77)"}, "fullDescription": {"text": "`src/app/api/cloudconvert-job-status/route.ts:77` calls `GET https://api.cloudconvert.com/v2/jobs/${docxJobId}?include=tasks` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.cloudconvert.com/v2/jobs/
`\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-dc04186784e22975", "name": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/cloudconvert-job-status/route.ts:107)", "shortDescription": {"text": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/cloudconvert-job-status/route.ts:107)"}, "fullDescription": {"text": "`src/app/api/cloudconvert-job-status/route.ts:107` calls `POST https://api.anthropic.com/v1/messages` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.anthropic.com/v1/messages`\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-7aaae534231b6dee", "name": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/cloudconvert-job-status/route.ts:164)", "shortDescription": {"text": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/cloudconvert-job-status/route.ts:164)"}, "fullDescription": {"text": "`src/app/api/cloudconvert-job-status/route.ts:164` calls `POST https://api.anthropic.com/v1/messages` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.anthropic.com/v1/messages`\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-70eb9e3fe83fe05e", "name": "Dangling fetch: GET https://api.cloudconvert.com/v2/jobs/${jobId}?include=tasks (src/app/api/cloudconvert-job-status/rou", "shortDescription": {"text": "Dangling fetch: GET https://api.cloudconvert.com/v2/jobs/${jobId}?include=tasks (src/app/api/cloudconvert-job-status/route.ts:248)"}, "fullDescription": {"text": "`src/app/api/cloudconvert-job-status/route.ts:248` calls `GET https://api.cloudconvert.com/v2/jobs/${jobId}?include=tasks` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.cloudconvert.com/v2/jobs/
`\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-fc9289ead7303c98", "name": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/description-generator/route.ts:107)", "shortDescription": {"text": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/description-generator/route.ts:107)"}, "fullDescription": {"text": "`src/app/api/description-generator/route.ts:107` calls `POST https://api.anthropic.com/v1/messages` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.anthropic.com/v1/messages`\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-3bf96e0adf909df9", "name": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/keyword-research/route.ts:37)", "shortDescription": {"text": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/keyword-research/route.ts:37)"}, "fullDescription": {"text": "`src/app/api/keyword-research/route.ts:37` calls `POST https://api.anthropic.com/v1/messages` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.anthropic.com/v1/messages`\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-8a9fb671c6bd274f", "name": "Dangling fetch: GET https://api.cloudconvert.com/v2/users/me (src/app/api/cc-test/route.ts:25)", "shortDescription": {"text": "Dangling fetch: GET https://api.cloudconvert.com/v2/users/me (src/app/api/cc-test/route.ts:25)"}, "fullDescription": {"text": "`src/app/api/cc-test/route.ts:25` calls `GET https://api.cloudconvert.com/v2/users/me` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.cloudconvert.com/v2/users/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-95911e0941a941b7", "name": "Dangling fetch: POST https://api.cloudconvert.com/v2/jobs (src/app/api/cloudconvert-upload-url/route.ts:112)", "shortDescription": {"text": "Dangling fetch: POST https://api.cloudconvert.com/v2/jobs (src/app/api/cloudconvert-upload-url/route.ts:112)"}, "fullDescription": {"text": "`src/app/api/cloudconvert-upload-url/route.ts:112` calls `POST https://api.cloudconvert.com/v2/jobs` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.cloudconvert.com/v2/jobs`\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-35ef22759430484a", "name": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/description-generator-pdf/route.ts:47)", "shortDescription": {"text": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/description-generator-pdf/route.ts:47)"}, "fullDescription": {"text": "`src/app/api/description-generator-pdf/route.ts:47` calls `POST https://api.anthropic.com/v1/messages` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.anthropic.com/v1/messages`\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-b520d9eaa5681a3c", "name": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/kdp-format-review/route.ts:135)", "shortDescription": {"text": "Dangling fetch: POST https://api.anthropic.com/v1/messages (src/app/api/kdp-format-review/route.ts:135)"}, "fullDescription": {"text": "`src/app/api/kdp-format-review/route.ts:135` calls `POST https://api.anthropic.com/v1/messages` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/https:/api.anthropic.com/v1/messages`\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-c6bb5a72b743e108", "name": "Dangling fetch: POST /api/create-checkout-session (src/app/pro-pack/page.tsx:49)", "shortDescription": {"text": "Dangling fetch: POST /api/create-checkout-session (src/app/pro-pack/page.tsx:49)"}, "fullDescription": {"text": "`src/app/pro-pack/page.tsx:49` calls `POST /api/create-checkout-session` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/create-checkout-session`\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-e59705762d2f06fb", "name": "Dangling fetch: GET /api/dashboard/summary (src/app/dashboard/page.tsx:83)", "shortDescription": {"text": "Dangling fetch: GET /api/dashboard/summary (src/app/dashboard/page.tsx:83)"}, "fullDescription": {"text": "`src/app/dashboard/page.tsx:83` calls `GET /api/dashboard/summary` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/dashboard/summary`\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-2c0847edfa3b255a", "name": "Dangling fetch: GET /api/affiliates/me (src/app/dashboard/page.tsx:84)", "shortDescription": {"text": "Dangling fetch: GET /api/affiliates/me (src/app/dashboard/page.tsx:84)"}, "fullDescription": {"text": "`src/app/dashboard/page.tsx:84` calls `GET /api/affiliates/me` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/affiliates/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-2718a35650d5b5fa", "name": "Dangling fetch: POST /api/profile/avatar (src/app/dashboard/page.tsx:144)", "shortDescription": {"text": "Dangling fetch: POST /api/profile/avatar (src/app/dashboard/page.tsx:144)"}, "fullDescription": {"text": "`src/app/dashboard/page.tsx:144` calls `POST /api/profile/avatar` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/profile/avatar`\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-eff0c982cd2b6fe7", "name": "Dangling fetch: POST /api/unsubscribe (src/app/unsubscribe/page.tsx:25)", "shortDescription": {"text": "Dangling fetch: POST /api/unsubscribe (src/app/unsubscribe/page.tsx:25)"}, "fullDescription": {"text": "`src/app/unsubscribe/page.tsx:25` calls `POST /api/unsubscribe` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/unsubscribe`\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-dcffeeac7e5972cb", "name": "Dangling fetch: POST /api/create-checkout-session (src/app/author-pack/page.tsx:51)", "shortDescription": {"text": "Dangling fetch: POST /api/create-checkout-session (src/app/author-pack/page.tsx:51)"}, "fullDescription": {"text": "`src/app/author-pack/page.tsx:51` calls `POST /api/create-checkout-session` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/create-checkout-session`\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-9966b499219ddb00", "name": "Dangling fetch: GET /api/credits/balance-public?email=${encodeURIComponent(email)} (src/app/success/page.tsx:25)", "shortDescription": {"text": "Dangling fetch: GET /api/credits/balance-public?email=${encodeURIComponent(email)} (src/app/success/page.tsx:25)"}, "fullDescription": {"text": "`src/app/success/page.tsx:25` calls `GET /api/credits/balance-public?email=${encodeURIComponent(email)}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/credits/balance-public`\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-b52bd0d6d26a17f5", "name": "Dangling fetch: POST /api/verify-access (src/app/success/page.tsx:73)", "shortDescription": {"text": "Dangling fetch: POST /api/verify-access (src/app/success/page.tsx:73)"}, "fullDescription": {"text": "`src/app/success/page.tsx:73` calls `POST /api/verify-access` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/verify-access`\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-133e3819fb620775", "name": "Dangling fetch: POST /api/create-checkout-session (src/app/indie-pack/page.tsx:41)", "shortDescription": {"text": "Dangling fetch: POST /api/create-checkout-session (src/app/indie-pack/page.tsx:41)"}, "fullDescription": {"text": "`src/app/indie-pack/page.tsx:41` calls `POST /api/create-checkout-session` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/create-checkout-session`\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-7af7946453a6216a", "name": "Dangling fetch: POST /api/pdf-compress/lead (src/app/pdf-compress/page.tsx:97)", "shortDescription": {"text": "Dangling fetch: POST /api/pdf-compress/lead (src/app/pdf-compress/page.tsx:97)"}, "fullDescription": {"text": "`src/app/pdf-compress/page.tsx:97` calls `POST /api/pdf-compress/lead` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/pdf-compress/lead`\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-bb5866042d72ae08", "name": "Dangling fetch: POST /api/parse (src/app/preview/[id]/page.tsx:49)", "shortDescription": {"text": "Dangling fetch: POST /api/parse (src/app/preview/[id]/page.tsx:49)"}, "fullDescription": {"text": "`src/app/preview/[id]/page.tsx:49` calls `POST /api/parse` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/parse`\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-a989230e74361f1f", "name": "Dangling fetch: GET /api/generate/status?id=${id}&jobId=${jobId} (src/app/preview/[id]/page.tsx:83)", "shortDescription": {"text": "Dangling fetch: GET /api/generate/status?id=${id}&jobId=${jobId} (src/app/preview/[id]/page.tsx:83)"}, "fullDescription": {"text": "`src/app/preview/[id]/page.tsx:83` calls `GET /api/generate/status?id=${id}&jobId=${jobId}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/generate/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-d0b067d342bc2150", "name": "Dangling fetch: POST /api/generate (src/app/preview/[id]/page.tsx:111)", "shortDescription": {"text": "Dangling fetch: POST /api/generate (src/app/preview/[id]/page.tsx:111)"}, "fullDescription": {"text": "`src/app/preview/[id]/page.tsx:111` calls `POST /api/generate` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/generate`\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-34246929ffd7e581", "name": "Dangling fetch: GET /api/admin/stats (src/app/admin/page.tsx:166)", "shortDescription": {"text": "Dangling fetch: GET /api/admin/stats (src/app/admin/page.tsx:166)"}, "fullDescription": {"text": "`src/app/admin/page.tsx:166` calls `GET /api/admin/stats` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/admin/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-6cd4fda24866a685", "name": "Dangling fetch: GET /api/admin/leads (src/app/admin/page.tsx:210)", "shortDescription": {"text": "Dangling fetch: GET /api/admin/leads (src/app/admin/page.tsx:210)"}, "fullDescription": {"text": "`src/app/admin/page.tsx:210` calls `GET /api/admin/leads` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/admin/leads`\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-7812e9445c296ffd", "name": "Dangling fetch: GET /api/admin/user-lookup?email=${encodeURIComponent(userLookupEmail.trim())} (src/app/admin/page.tsx:2", "shortDescription": {"text": "Dangling fetch: GET /api/admin/user-lookup?email=${encodeURIComponent(userLookupEmail.trim())} (src/app/admin/page.tsx:267)"}, "fullDescription": {"text": "`src/app/admin/page.tsx:267` calls `GET /api/admin/user-lookup?email=${encodeURIComponent(userLookupEmail.trim())}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/admin/user-lookup`\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-0b8e85b135a2ed6f", "name": "Dangling fetch: POST /api/admin/grant-credits (src/app/admin/page.tsx:352)", "shortDescription": {"text": "Dangling fetch: POST /api/admin/grant-credits (src/app/admin/page.tsx:352)"}, "fullDescription": {"text": "`src/app/admin/page.tsx:352` calls `POST /api/admin/grant-credits` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/admin/grant-credits`\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-79205278bfcf5efd", "name": "Dangling fetch: GET /api/affiliates/me (src/app/verify/[id]/client.tsx:60)", "shortDescription": {"text": "Dangling fetch: GET /api/affiliates/me (src/app/verify/[id]/client.tsx:60)"}, "fullDescription": {"text": "`src/app/verify/[id]/client.tsx:60` calls `GET /api/affiliates/me` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/affiliates/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-958e08a78bf218d4", "name": "Dangling fetch: POST /api/my-orders/send-code (src/app/account/page.tsx:124)", "shortDescription": {"text": "Dangling fetch: POST /api/my-orders/send-code (src/app/account/page.tsx:124)"}, "fullDescription": {"text": "`src/app/account/page.tsx:124` calls `POST /api/my-orders/send-code` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/my-orders/send-code`\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-2676aa459331736f", "name": "Dangling fetch: POST /api/my-orders/verify (src/app/account/page.tsx:205)", "shortDescription": {"text": "Dangling fetch: POST /api/my-orders/verify (src/app/account/page.tsx:205)"}, "fullDescription": {"text": "`src/app/account/page.tsx:205` calls `POST /api/my-orders/verify` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/my-orders/verify`\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-b738fe5512dab383", "name": "Dangling fetch: POST /api/resend-link (src/app/resend-link/page.tsx:15)", "shortDescription": {"text": "Dangling fetch: POST /api/resend-link (src/app/resend-link/page.tsx:15)"}, "fullDescription": {"text": "`src/app/resend-link/page.tsx:15` calls `POST /api/resend-link` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/resend-link`\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-ac1a1e45d52c87ec", "name": "Dangling fetch: POST /api/metadata/optimize (src/app/metadata/[id]/page.tsx:68)", "shortDescription": {"text": "Dangling fetch: POST /api/metadata/optimize (src/app/metadata/[id]/page.tsx:68)"}, "fullDescription": {"text": "`src/app/metadata/[id]/page.tsx:68` calls `POST /api/metadata/optimize` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/metadata/optimize`\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-5b010bddb6f57517", "name": "Dangling fetch: GET /api/format-report?id=${encodeURIComponent(id)}&t=${Date.now()} (src/app/download/[id]/page.tsx:471)", "shortDescription": {"text": "Dangling fetch: GET /api/format-report?id=${encodeURIComponent(id)}&t=${Date.now()} (src/app/download/[id]/page.tsx:471)"}, "fullDescription": {"text": "`src/app/download/[id]/page.tsx:471` calls `GET /api/format-report?id=${encodeURIComponent(id)}&t=${Date.now()}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/format-report`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-47016b7a7351ca10", "name": "Dangling fetch: GET /api/kdp-annotated-status?job_id=${encodeURIComponent(jobId)} (src/app/download/[id]/page.tsx:489)", "shortDescription": {"text": "Dangling fetch: GET /api/kdp-annotated-status?job_id=${encodeURIComponent(jobId)} (src/app/download/[id]/page.tsx:489)"}, "fullDescription": {"text": "`src/app/download/[id]/page.tsx:489` calls `GET /api/kdp-annotated-status?job_id=${encodeURIComponent(jobId)}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kdp-annotated-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-14f181dd51300a05", "name": "Dangling fetch: GET /api/kdp-annotated-status?job_id=${encodeURIComponent(jobId)} (src/app/download/[id]/page.tsx:524)", "shortDescription": {"text": "Dangling fetch: GET /api/kdp-annotated-status?job_id=${encodeURIComponent(jobId)} (src/app/download/[id]/page.tsx:524)"}, "fullDescription": {"text": "`src/app/download/[id]/page.tsx:524` calls `GET /api/kdp-annotated-status?job_id=${encodeURIComponent(jobId)}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kdp-annotated-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-a645adcd5ccf81a4", "name": "Dangling fetch: POST /api/checker-annotated-email (src/app/download/[id]/page.tsx:570)", "shortDescription": {"text": "Dangling fetch: POST /api/checker-annotated-email (src/app/download/[id]/page.tsx:570)"}, "fullDescription": {"text": "`src/app/download/[id]/page.tsx:570` calls `POST /api/checker-annotated-email` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/checker-annotated-email`\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-8e9b1383227b5bb0", "name": "Dangling fetch: POST /api/annotate-local (src/app/download/[id]/page.tsx:620)", "shortDescription": {"text": "Dangling fetch: POST /api/annotate-local (src/app/download/[id]/page.tsx:620)"}, "fullDescription": {"text": "`src/app/download/[id]/page.tsx:620` calls `POST /api/annotate-local` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/annotate-local`\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-68496eb9ef86e2be", "name": "Dangling fetch: POST /api/share/click (src/app/kdp-pdf-checker/page.tsx:500)", "shortDescription": {"text": "Dangling fetch: POST /api/share/click (src/app/kdp-pdf-checker/page.tsx:500)"}, "fullDescription": {"text": "`src/app/kdp-pdf-checker/page.tsx:500` calls `POST /api/share/click` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/share/click`\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-b0f7361b0798f5dc", "name": "Dangling fetch: GET /api/print-ready-check-status?checkId=${encodeURIComponent(saved.checkId)} (src/app/kdp-pdf-checker/", "shortDescription": {"text": "Dangling fetch: GET /api/print-ready-check-status?checkId=${encodeURIComponent(saved.checkId)} (src/app/kdp-pdf-checker/page.tsx:522)"}, "fullDescription": {"text": "`src/app/kdp-pdf-checker/page.tsx:522` calls `GET /api/print-ready-check-status?checkId=${encodeURIComponent(saved.checkId)}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/print-ready-check-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-7ec3cb69b3ffd6d7", "name": "Dangling fetch: POST /api/create-upload-url (src/app/kdp-pdf-checker/page.tsx:576)", "shortDescription": {"text": "Dangling fetch: POST /api/create-upload-url (src/app/kdp-pdf-checker/page.tsx:576)"}, "fullDescription": {"text": "`src/app/kdp-pdf-checker/page.tsx:576` calls `POST /api/create-upload-url` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/create-upload-url`\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-f433aff0d06655fc", "name": "Dangling fetch: POST /api/kdp-pdf-check-from-preflight (src/app/kdp-pdf-checker/page.tsx:600)", "shortDescription": {"text": "Dangling fetch: POST /api/kdp-pdf-check-from-preflight (src/app/kdp-pdf-checker/page.tsx:600)"}, "fullDescription": {"text": "`src/app/kdp-pdf-checker/page.tsx:600` calls `POST /api/kdp-pdf-check-from-preflight` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kdp-pdf-check-from-preflight`\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-5f19e4910561ca29", "name": "Dangling fetch: GET /api/print-ready-check-status?checkId=${encodeURIComponent(checkId)} (src/app/kdp-pdf-checker/page.t", "shortDescription": {"text": "Dangling fetch: GET /api/print-ready-check-status?checkId=${encodeURIComponent(checkId)} (src/app/kdp-pdf-checker/page.tsx:633)"}, "fullDescription": {"text": "`src/app/kdp-pdf-checker/page.tsx:633` calls `GET /api/print-ready-check-status?checkId=${encodeURIComponent(checkId)}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/print-ready-check-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-fbad03e1dda77484", "name": "Dangling fetch: POST /api/kdp-format-review (src/app/kdp-format-review/page.tsx:38)", "shortDescription": {"text": "Dangling fetch: POST /api/kdp-format-review (src/app/kdp-format-review/page.tsx:38)"}, "fullDescription": {"text": "`src/app/kdp-format-review/page.tsx:38` calls `POST /api/kdp-format-review` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/kdp-format-review`\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": "`kdp-preflight-engine/app/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-f6cde9027e257390", "name": "Unused endpoint: GET /file/{job_id}", "shortDescription": {"text": "Unused endpoint: GET /file/{job_id}"}, "fullDescription": {"text": "`kdp-preflight-engine/app/api/file.py` declares `GET /file/{job_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-f9c4239802524087", "name": "Unused endpoint: POST /annotate/{job_id}", "shortDescription": {"text": "Unused endpoint: POST /annotate/{job_id}"}, "fullDescription": {"text": "`kdp-preflight-engine/app/api/annotate.py` declares `POST /annotate/{job_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-79d5c59fb1ed6b33", "name": "Unused endpoint: GET /report/{job_id}", "shortDescription": {"text": "Unused endpoint: GET /report/{job_id}"}, "fullDescription": {"text": "`kdp-preflight-engine/app/api/report.py` declares `GET /report/{job_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}}]}}, "automationDetails": {"id": "repobility/17680"}, "properties": {"repository": "QZEE777/LayoutForge", "repoUrl": "https://github.com/QZEE777/LayoutForge", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462664, "scanner": "foundry_dataset", "fingerprint": "850a24d6dda0c66e85ff89c8c95d0590a162a04b267560db5dfe6a7e13441177", "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": "QZEE777/LayoutForge#9", "issue_number": "9", "quality_tiers": {"unresolved": 3}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-359d9305006d3274", "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#9\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#9\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#9\nRepo: QZEE777/LayoutForge\nIssue/PR number: 9\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-49090fb1855660d9", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462663, "scanner": "foundry_dataset", "fingerprint": "bbc43be0e0073f7f3478da42451a5c68b74d84b150601efe87a076cfb8f882bb", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "human_feedback_general": 2, "unlinked_human_feedback": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "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": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#8", "issue_number": "8", "quality_tiers": {"unresolved": 5}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-0413c1bf51b3719e", "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#8\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#8\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#8\nRepo: QZEE777/LayoutForge\nIssue/PR number: 8\nGraph consistency label: needs_more_evidence\nNodes: 15\nEdges: 21\nNode types: {'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'unlinked_human_feedback': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 5}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-06c27f351039d47b", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462662, "scanner": "foundry_dataset", "fingerprint": "bca028b325a39f91b4216fb1e7d3f945ad341ffaf4c4c2242fe2a716f6194d88", "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": 2, "unlinked_human_feedback": 2, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#7", "issue_number": "7", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-58e0c3d42116cc1e", "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#7\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#7\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#7\nRepo: QZEE777/LayoutForge\nIssue/PR number: 7\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'unlinked_human_feedback': 2, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-95dfb62243862481", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462661, "scanner": "foundry_dataset", "fingerprint": "6f236a99b7a20e47225084e4c5535d7ade93d8aaecde342b252991a147fe4e84", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"ui_or_frontend": 1, "runtime_failure": 1, "deployment_env_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 1, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 13, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#6", "issue_number": "6", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7a751feef960d992", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"ui_or_frontend": 5}}, "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#6\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#6\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#6\nRepo: QZEE777/LayoutForge\nIssue/PR number: 6\nGraph consistency label: needs_more_evidence\nNodes: 13\nEdges: 20\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'deployment_env_gap': 1, 'ui_or_frontend': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-200c3926055fb0e3", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462660, "scanner": "foundry_dataset", "fingerprint": "bb74a3b69c1c4271a42ed9eb116d8b4b6b329318d10ce27030bad9e72f4110ff", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"runtime_failure": 1, "deployment_env_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#5", "issue_number": "5", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f7374d15bad501d8", "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#5\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#5\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#5\nRepo: QZEE777/LayoutForge\nIssue/PR number: 5\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'deployment_env_gap': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-f00c4528cb7bfb99", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462659, "scanner": "foundry_dataset", "fingerprint": "d8e2ef98ff26461aeb05beeee75941717790fb363c6a66375597a994141b0f21", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#4", "issue_number": "4", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f9fbd9deb1884de9", "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#4\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#4\nRepo: QZEE777/LayoutForge\nIssue/PR number: 4\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'deployment_env_gap': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-469d3610b72c4d3b", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462658, "scanner": "foundry_dataset", "fingerprint": "5d5361f83f55b1f96d492407121b5c83bff1cf961c689ded76b889881f7c7189", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#3", "issue_number": "3", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3c6ad17bbf88fc5e", "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#3\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#3\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#3\nRepo: QZEE777/LayoutForge\nIssue/PR number: 3\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'deployment_env_gap': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-d6865f06fea8fca6", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462657, "scanner": "foundry_dataset", "fingerprint": "0e1f2948397020311b73833ff92a02b3e8d03abf1990127db6cff7cadbfa358c", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"runtime_failure": 1, "deployment_env_gap": 1, "dependency_or_build": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 4, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 16, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#27", "issue_number": "27", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-8dc472b97d8f2f67", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"dependency_or_build": 20}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#27\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#27\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#27\nRepo: QZEE777/LayoutForge\nIssue/PR number: 27\nGraph consistency label: needs_more_evidence\nNodes: 16\nEdges: 32\nNode types: {'pr_file': 4, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 8, 'thread_touches_file': 4, 'chain_has_link_quality': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 4, 'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'deployment_env_gap': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-f6c4a27df436552c", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462656, "scanner": "foundry_dataset", "fingerprint": "d1608d70132b4120d901ca8e8e46609a661988c9182d1a2f1cbbaa56c036628a", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "dependency_or_build": 4, "security_auth_secret": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 4, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 3, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 19, "node_types": {"repo": 1, "thread": 1, "comment": 3, "pr_file": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#26", "issue_number": "26", "quality_tiers": {"unresolved": 5}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b3900a5e42af1c8c", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"dependency_or_build": 24}}, "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#26\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#26\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#26\nRepo: QZEE777/LayoutForge\nIssue/PR number: 26\nGraph consistency label: needs_more_evidence\nNodes: 19\nEdges: 41\nNode types: {'link_quality': 5, 'pr_file': 4, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 12, 'chain_has_link_quality': 5, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 4, 'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 5}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-8e4fcac3415be4d0", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462655, "scanner": "foundry_dataset", "fingerprint": "b33902f129f2869fecebdf05451b1212c64b528c3fdfda335f93ac7c04f97900", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "dependency_or_build": 2, "security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 2, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 14, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#25", "issue_number": "25", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7c23b106e38d0494", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"dependency_or_build": 10}}, "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#25\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#25\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#25\nRepo: QZEE777/LayoutForge\nIssue/PR number: 25\nGraph consistency label: needs_more_evidence\nNodes: 14\nEdges: 24\nNode types: {'link_quality': 4, 'comment': 2, 'pr_file': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 4, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_touches_file': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'dependency_or_build': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-bf5f20b3b76a91fe", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462654, "scanner": "foundry_dataset", "fingerprint": "f191b8a658968f6f92e19c5b593a1f007d781457d8bffeff9a258a33cff1e2d5", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "dependency_or_build": 6, "build_install_failure": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 43, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 4, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 3, "comment_chain_links_commit": 2, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 21, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 3, "pr_file": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#23", "issue_number": "23", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-312f486ef75589f6", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"dependency_or_build": 24}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#23\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#23\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#23\nRepo: QZEE777/LayoutForge\nIssue/PR number: 23\nGraph consistency label: weak_supervision_needs_review\nNodes: 21\nEdges: 43\nNode types: {'link_quality': 5, 'pr_file': 4, 'comment': 3, 'comment_chain': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 12, 'chain_has_link_quality': 5, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 6, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'build_install_failure': 1, 'deployment_env_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-45b4236cc46c12c2", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462653, "scanner": "foundry_dataset", "fingerprint": "0af2a12b3003917d330806339e362c00f20684f04a47b59ac8ba6c88b6128244", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "dependency_or_build": 6, "build_install_failure": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 43, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "thread_touches_file": 4, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 3, "comment_chain_links_commit": 2, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 21, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 3, "pr_file": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#22", "issue_number": "22", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d6bec8fcfbfcf695", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"dependency_or_build": 24}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#22\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#22\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#22\nRepo: QZEE777/LayoutForge\nIssue/PR number: 22\nGraph consistency label: weak_supervision_needs_review\nNodes: 21\nEdges: 43\nNode types: {'link_quality': 5, 'pr_file': 4, 'comment': 3, 'comment_chain': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 12, 'chain_has_link_quality': 5, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 6, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'build_install_failure': 1, 'deployment_env_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-3a19b3da235ba435", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462652, "scanner": "foundry_dataset", "fingerprint": "4caad99ac6196c00d29c4979abf28e1a6970b942d95a7852da240c299ea1e56b", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 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": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#2", "issue_number": "2", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-bf72dbc068dbe926", "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#2\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#2\nRepo: QZEE777/LayoutForge\nIssue/PR number: 2\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'deployment_env_gap': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-8a5070633b4ef4bd", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462651, "scanner": "foundry_dataset", "fingerprint": "453e04806893494bb853323cdeb636e55cbcd8ca65eddbcfa22ac126e3cd53bb", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "ui_or_frontend": 1, "deployment_env_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 1, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 13, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#11", "issue_number": "11", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-44b28a534aa087ce", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"ui_or_frontend": 5}}, "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#11\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#11\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#11\nRepo: QZEE777/LayoutForge\nIssue/PR number: 11\nGraph consistency label: needs_more_evidence\nNodes: 13\nEdges: 20\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'deployment_env_gap': 1, 'ui_or_frontend': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-01cc340bfbf711be", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: QZEE777/LayoutForge"}, "properties": {"repobilityId": 462650, "scanner": "foundry_dataset", "fingerprint": "6447f54bb4ead228bdf543d3caa127215d354c4cd3af579cf0e40c6da08e5f0e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "dependency_or_build": 2, "security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 2, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 14, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "QZEE777/LayoutForge#1", "issue_number": "1", "quality_tiers": {"unresolved": 4}, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ab1c535224a25ccb", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"dependency_or_build": 10}}, "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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#1\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: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#1\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: QZEE777/LayoutForge#1\nRepo: QZEE777/LayoutForge\nIssue/PR number: 1\nGraph consistency label: needs_more_evidence\nNodes: 14\nEdges: 24\nNode types: {'link_quality': 4, 'comment': 2, 'pr_file': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 4, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_touches_file': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'dependency_or_build': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\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/QZEE777/LayoutForge", "source_id": "graph-query-motif_query-5123da8fbaac63e9", "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": "QZEE777/LayoutForge", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: QZEE777/LayoutForge"}, "properties": {"repobilityId": 433935, "scanner": "foundry_dataset", "fingerprint": "e507168bc5fe887bc12e12c3cc3e6a0a213d9d14c56e9c368fc34d40b5076da8", "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": "QZEE777/LayoutForge#9", "human_labels": ["human_feedback_general"], "issue_number": "9", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-7f93c957c8ca4ada", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"docs": 7, "schemas": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 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": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#9\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: QZEE777/LayoutForge#9\nRepo: QZEE777/LayoutForge\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-5b46d26b4133ca9a\",\n \"kind\": \"issue_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/QZEE777/LayoutForge/issues/9\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: QZEE777/LayoutForge\\nAuthor: QZEE777 (User)\\nURL: https://github.com/QZEE777/LayoutForge/issues/9\\nTitle: Hello\\nBody:\\n@engine-labs\\n\\nConnection test.\\n\\nCreate file:\\n\\nsrc/lib/test-cto.ts\\n\\nwith:\\n\\nexport const CTO_CONNECTED = true;\\n\\nRules:\\n- Open PR only\\n- Do NOT modify any other files\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-935e5d2e21e3cf32\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: QZEE777/LayoutForge\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 7, \"schemas\": 1}\nHelicopter views: {\"graphs\": 2, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/QZEE777/LayoutForge", "source_id": "comment-chain-pattern-assumption_checks-64223cc6e27364a4", "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": "QZEE777/LayoutForge", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: QZEE777/LayoutForge"}, "properties": {"repobilityId": 433934, "scanner": "foundry_dataset", "fingerprint": "196bba2076e560b78a7d2bf81f80473ab203d30785903c2585109de3183ec7ac", "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": "QZEE777/LayoutForge#8", "human_labels": ["deployment_env_gap", "human_feedback_general"], "issue_number": "8", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-ec0b98ae916fdb3a", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"docs": 7, "schemas": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#8\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: QZEE777/LayoutForge#8\nRepo: QZEE777/LayoutForge\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'deployment_env_gap': 1, 'human_feedback_general': 2}\nPolarities: {'bad': 1, 'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-d5c0811d488f69bc\",\n \"kind\": \"issue_body\",\n \"label\": \"deployment_env_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/QZEE777/LayoutForge/issues/8\",\n \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: QZEE777/LayoutForge\\nAuthor: QZEE777 (User)\\nURL: https://github.com/QZEE777/LayoutForge/issues/8\\nTitle: Fix Railway deployment conflicts\\nBody:\\n@engine-labs\\nThe Problem:\\nMy Railway builds are failing with checksum errors because the two services in this repo are conflicting. The Python service is trying to read Node.js files, and the Node service is being misdetected as Python.\\nThe Task:\\nCreate/Update a railway.toml in the root directory to lock the clever-magic service to the root Dockerfile.worker.\\nCreate/Update a railway.toml inside the kdp-preflight-engine/ directory to lock that service to its own Dockerfile.\\nGoal:\\nEnsure each service uses its own correct Dockerfile and builder settings so the \\\"checksum\\\" and \\\"misdetection\\\" errors stop. Open a PR with these configuration fixes.\"\n },\n {\n \"id\": \"github-feedback-comment-28184ac5acc8cff8\",\n \"kind\": \"issue_comment\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/QZEE777/LayoutForge/issues/8#issuecomment-4303647070\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: QZEE777/LayoutForge\\nAuthor: QZEE777 (User)\\nURL: https://github.com/QZEE777/LayoutForge/issues/8#issuecomment-4303647070\\nTitle: \\nBody:\\n@engine-labs please fix this\"\n },\n {\n \"id\": \"github-feedback-comment-2b0e4ff852323bdb\",\n \"kind\": \"issue_comment\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/QZEE777/LayoutForge/issues/8#issuecomment-4303650625\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: QZEE777/LayoutForge\\nAuthor: QZEE777 (User)\\nURL: https://github.com/QZEE777/LayoutForge/issues/8#issuecomment-4303650625\\nTitle: \\nBody:\\n @engine-l\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/QZEE777/LayoutForge", "source_id": "comment-chain-pattern-assumption_checks-cdaa05e6586d97c9", "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": "QZEE777/LayoutForge", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: QZEE777/LayoutForge"}, "properties": {"repobilityId": 433933, "scanner": "foundry_dataset", "fingerprint": "d16bcb19fdb5cb93710ea7bf5a36f47dfa4d7d62e9ce6fcae3b83fb80978cc7e", "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": "QZEE777/LayoutForge#7", "human_labels": ["human_feedback_general"], "issue_number": "7", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "QZEE777/LayoutForge", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-af886fead88ee4de", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"docs": 7, "schemas": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 4, "source_artifact_count": 8, "classification_reasons": 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"helicopter_view_count": 4, "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": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: QZEE777/LayoutForge\nThread: QZEE777/LayoutForge#23\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: QZEE777/LayoutForge#23\nRepo: QZEE777/LayoutForge\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 3\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'build_install_failure': 1, 'deployment_env_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {'dependency_or_build': 4}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-f121d2ba2f9d495d\",\n \"kind\": \"pull_request_body\",\n \"label\": \"build_install_failure\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/QZEE777/LayoutForge/pull/23\",\n \"text\": \"GitHub feedback: build_install_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: QZEE777/LayoutForge\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/QZEE777/LayoutForge/pull/23\\nTitle: build(deps): bump the npm_and_yarn group across 2 directories with 12 updates\\nBody:\\nBumps the npm_and_yarn group with 10 updates in the / directory:\\n\\n| Package | From | To |\\n| --- | --- | --- |\\n| 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\\n\\n| Project | Deployment | Actions | Updated (UTC) |\\n| :--- | :----- | :------ | :------ |\\n| [layout-forge](https://vercel.com/qzee777s-projects/layout-forge) |  [Ignored](https://vercel.com/qzee777s-projects/layout-forge/9YCXJYbTqiwR7MyDs3C\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/QZEE777/LayoutForge", "source_id": "comment-chain-pattern-assumption_checks-d0c72da1820d1875", "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": "QZEE777/LayoutForge", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: QZEE777/LayoutForge"}, "properties": {"repobilityId": 433928, "scanner": "foundry_dataset", "fingerprint": "a37d42ea9bbb87289c331128060f49e8dcf9bdda5bd6ca424963d551a119cc92", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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No UI chrome changes.\\n\\n### Files changed\\n| File | Change |\\n|---|---|\\n| `src/lib/kdpRiskSignals.ts` | Add 80-page Jaccard sample cap inside `detectDuplicateContent` |\\n| `src/components/KdpRiskSignalsPanel.tsx` | **New** \u2014 client component, full extraction + rendering |\\n| `src/app/download/[id]/page.tsx` | Import + 1 conditional render inside `1 Skipped Deployment
\\n\\n| Project | Deployment | Actions | Updated (UTC) |\\n| :--- | :----- | :------ | :------ |\\n| [layout-forge](https://vercel.com/qzee777s-projects/layout-forge) |  [Ignored](https://vercel.com/qzee777s-projects/layout-forge/AUDgxgDZNAyyhxLQVa7mTSMdCQbA) | | Apr 23, 2026 4:00pm |\\nRelease notes
\\n\\n
v2.8.0
\\n2.8.0
\\n:rocket: Features
\\n\\n
SpanImpl, Tracer, and BasicTracerProvider via util.inspect so they render through diag and console.log #6690 \\nRelease notes
\\n\\n
v8.0.16
\\nv8.0.15
\\nv8.0.14
\\nv8.0.13
\\nRelease notes
\\n\\n
4.0.4
\\nWhat's Changed
\\n\\n
\\n