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[EXTRACT P4] Ingest extracted patterns into Timmy's knowledge pipeline #183

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opened 2026-03-31 17:03:25 +00:00 by ezra · 0 comments
ezra commented 2026-03-31 17:03:25 +00:00
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Parent Epic: #154 | Phase 4 — Knowledge Ingestion | After Phase 3

Feeds: #87 (knowledge ingestion)

Depends on: Phase 3 specs complete

What

Take all the pattern docs and adaptation specs from Phases 2-3 and ingest them into Timmy's queryable knowledge base so he can reference them during implementation.

Files to Ingest

From claude-code-analysis/patterns/:

  • compact.md → tagged: context-compression, compaction, cache-sharing
  • memory-extraction.md → tagged: memory, self-improvement, relevance-scoring
  • agent-fork.md → tagged: subagent, session-sdk, tool-scoping
  • bridge-protocol.md → tagged: bridge, robing, runtime-communication
  • hooks-security.md → tagged: hooks, security, permissions

From ~/.timmy/specs/:

  • context-compression-spec.md
  • auto-memory-spec.md
  • session-sdk-spec.md
  • hook-system-spec.md

Method

Until the RAG pipeline (#93) is built, store as indexed markdown in ~/.timmy/knowledge/claude-code/ with a manifest file listing tags and summaries.

Acceptance Criteria

  • All pattern docs copied to knowledge directory
  • All specs copied to knowledge directory
  • Manifest file with tags and summaries
  • Timmy can cat ~/.timmy/knowledge/claude-code/manifest.json and find what he needs
## Parent Epic: #154 | Phase 4 — Knowledge Ingestion | After Phase 3 ## Feeds: #87 (knowledge ingestion) ### Depends on: Phase 3 specs complete ### What Take all the pattern docs and adaptation specs from Phases 2-3 and ingest them into Timmy's queryable knowledge base so he can reference them during implementation. ### Files to Ingest From `claude-code-analysis/patterns/`: - compact.md → tagged: context-compression, compaction, cache-sharing - memory-extraction.md → tagged: memory, self-improvement, relevance-scoring - agent-fork.md → tagged: subagent, session-sdk, tool-scoping - bridge-protocol.md → tagged: bridge, robing, runtime-communication - hooks-security.md → tagged: hooks, security, permissions From `~/.timmy/specs/`: - context-compression-spec.md - auto-memory-spec.md - session-sdk-spec.md - hook-system-spec.md ### Method Until the RAG pipeline (#93) is built, store as indexed markdown in `~/.timmy/knowledge/claude-code/` with a manifest file listing tags and summaries. ### Acceptance Criteria - [ ] All pattern docs copied to knowledge directory - [ ] All specs copied to knowledge directory - [ ] Manifest file with tags and summaries - [ ] Timmy can `cat ~/.timmy/knowledge/claude-code/manifest.json` and find what he needs
Timmy was assigned by ezra 2026-03-31 17:03:25 +00:00
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Reference: Timmy_Foundation/timmy-home#183
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