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feat: add structured learnings model for issue #4 #33

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warkanum merged 1 commits from feature/issue-4-structured-learnings-clean into main 2026-04-22 11:49:41 +00:00
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sgcommand commented 2026-04-21 22:51:31 +00:00
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PR Draft: Structured Learnings for AMCS issue #4

Summary

  • Added a structured learning record model distinct from captured thoughts.
  • Learnings carry provenance, verification, actionability, priority, and review metadata.
  • Search/filter support is keyed around project, category, area, status, priority, tag, and free-text query.
  • A PostgreSQL migration creates the learnings table and indexes for common lookups.

Distinction between thoughts and learnings

  • Thoughts remain the raw captured notes.
  • Learnings are distilled, reusable takeaways meant for verification and operational use.

Provenance / verification / actionability

  • Fields capture source type/ref, related thought or skill, review metadata, duplicate/supersedes links, and action required state.
  • Status/confidence/priority fields support triage and verification workflows.

Search/filter support

  • Added structured filters for project, category, area, status, priority, tag, and free-text query.
  • Search index supports summary/details lookup.

Follow-ups / limitations

  • No user-facing MCP tool wiring yet in this slice.
  • Cleanup/duplicate reconciliation rules for learnings remain a later refinement.
# PR Draft: Structured Learnings for AMCS issue #4 ## Summary - Added a structured learning record model distinct from captured thoughts. - Learnings carry provenance, verification, actionability, priority, and review metadata. - Search/filter support is keyed around project, category, area, status, priority, tag, and free-text query. - A PostgreSQL migration creates the learnings table and indexes for common lookups. ## Distinction between thoughts and learnings - Thoughts remain the raw captured notes. - Learnings are distilled, reusable takeaways meant for verification and operational use. ## Provenance / verification / actionability - Fields capture source type/ref, related thought or skill, review metadata, duplicate/supersedes links, and action required state. - Status/confidence/priority fields support triage and verification workflows. ## Search/filter support - Added structured filters for project, category, area, status, priority, tag, and free-text query. - Search index supports summary/details lookup. ## Follow-ups / limitations - No user-facing MCP tool wiring yet in this slice. - Cleanup/duplicate reconciliation rules for learnings remain a later refinement.
sgcommand added 1 commit 2026-04-21 22:51:31 +00:00
docs: polish structured learnings README for issue #4
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sgcommand force-pushed feature/issue-4-structured-learnings-clean from 4bb3e1af58 to 27cd494f6d 2026-04-22 11:41:01 +00:00 Compare
warkanum approved these changes 2026-04-22 11:49:31 +00:00
warkanum merged commit c4d260d971 into main 2026-04-22 11:49:41 +00:00
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Reference: wdevs/amcs#33
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