{"generatedAt":"2026-05-31T16:45:38.822Z","date":"2026-05-11","requestedDate":"2026-05-11","sourceReadDate":"2026-05-11","sourceDateShifted":false,"category":"agent-evaluation","layer":"","domain":"","requirement":true,"count":1,"requirementGate":{"minScore":50,"minSourceCount":3,"minRepeatedSignalCount":3,"acceptedTargetActions":["build","change"],"rejectedAnnotationStatuses":["weak"],"description":"Only publishes requirements with score >= 50, >=3 source items, >=3 repeated product cues, a non-weak annotation gate, and a build/change fleet target."},"taskExports":[{"id":"daily-requirement-task-github-mcp-tools-2026-05-11T10:21:00.000Z","requirementId":"requirement-github-mcp-tools-2026-05-11T10:21:00.000Z","projectSlug":"CodeVetter","title":"[High Signal Requirement] CHANGE CodeVetter: GitHub issues: MCP and tools: developer workflow friction (seeded history)","priority":"medium","status":"todo","action":"change","description":"GitHub issues: MCP and tools produced a app complaint signal with 3 underlying item(s), 4 repeated product cue(s), and agent-evaluation/developer domain tag(s). Fit: matches source-provenance, developer-workflow-friction, workflow-observability.\n\nNext step: Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.\n\nAcceptance:\n- Cites 3 source item(s) behind the requirement.\n- States the target user, current pain, and current workaround in one screen.\n- Defines one manual validation step that can be completed within 48 hours.\n- Includes clear acceptance criteria for the smallest shippable version.\n\nEvidence:\n- https://github.com/sethdford/shipwright/issues/511\n\nGenerated from High Signal daily requirement: daily-requirement-github-mcp-tools-2026-05-11T10:21:00.000Z","acceptanceCriteria":["Cites 3 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://github.com/sethdford/shipwright/issues/511"],"task":{"id":"daily-requirement-task-github-mcp-tools-2026-05-11T10:21:00.000Z","recommendationId":"daily-requirement-github-mcp-tools-2026-05-11T10:21:00.000Z","productSlug":"CodeVetter","productName":"CodeVetter","title":"[High Signal Requirement] CHANGE CodeVetter: GitHub issues: MCP and tools: developer workflow friction (seeded history)","status":"todo","priority":"medium","action":"change","rationale":"GitHub issues: MCP and tools produced a app complaint signal with 3 underlying item(s), 4 repeated product cue(s), and agent-evaluation/developer domain tag(s). Fit: matches source-provenance, developer-workflow-friction, workflow-observability.","nextStep":"Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.","acceptanceCriteria":["Cites 3 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://github.com/sethdford/shipwright/issues/511"],"saasMakerProjectSlug":"CodeVetter","syncStatus":"pending"}}],"tasks":[{"id":"daily-requirement-task-github-mcp-tools-2026-05-11T10:21:00.000Z","recommendationId":"daily-requirement-github-mcp-tools-2026-05-11T10:21:00.000Z","productSlug":"CodeVetter","productName":"CodeVetter","title":"[High Signal Requirement] CHANGE CodeVetter: GitHub issues: MCP and tools: developer workflow friction (seeded history)","status":"todo","priority":"medium","action":"change","rationale":"GitHub issues: MCP and tools produced a app complaint signal with 3 underlying item(s), 4 repeated product cue(s), and agent-evaluation/developer domain tag(s). Fit: matches source-provenance, developer-workflow-friction, workflow-observability.","nextStep":"Convert the repeated requirement into a one-page spec with acceptance criteria and a manual validation path.","acceptanceCriteria":["Cites 3 source item(s) behind the requirement.","States the target user, current pain, and current workaround in one screen.","Defines one manual validation step that can be completed within 48 hours.","Includes clear acceptance criteria for the smallest shippable version."],"evidenceUrls":["https://github.com/sethdford/shipwright/issues/511"],"saasMakerProjectSlug":"CodeVetter","syncStatus":"pending"}],"requirementIds":["requirement-github-mcp-tools-2026-05-11T10:21:00.000Z"],"annotationRuntime":{"activePath":"cloudflare-service-binding","serviceBindingConfigured":true,"endpointConfigured":false,"method":"semantic-rules-v2","llm":false,"model":"none","huggingFaceBatchAvailable":true,"huggingFaceEnabledByDefault":false,"fallback":"local semantic-rules-v2 annotation"},"automationStatus":{"workflow":"personal-brief","schedule":"daily 07:30 UTC","sourcePath":"data/product-flow-refresh.jsonl","bundledPath":"apps/web/src/data/daily-source-refreshes.json","deployPath":"personal-brief commit -> deploy-web","freshnessStatus":"fresh","freshnessHours":31.3,"latestObservedAt":"2026-05-30T09:30:22.424Z","latestAcceptedAt":"2026-05-30T09:30:18.963Z","latestAcceptedDate":"2026-05-30","configuredSources":69,"observedSnapshots":69,"acceptedSnapshots":7,"rejectedSnapshots":62,"missingSources":0,"acceptedUnderlyingItems":33}}