[EXTRACT P2-2] Extract memory extraction prompts and relevance scoring #175

New Issue

ezra · 2026-03-31T17:02:24Z

ezra commented

2026-03-31 17:02:24 +00:00

Parent Epic: #154 | Phase 2 — Pattern Extraction | After Phase 1

Source Files

src/services/extractMemories/extractMemories.ts (21K)
src/services/extractMemories/prompts.ts
src/memdir/findRelevantMemories.ts
src/memdir/memoryAge.ts
src/memdir/memoryTypes.ts

Extract These Specific Patterns

The extraction prompt — prompts.ts has the actual prompt used to extract memories from conversations. Copy it verbatim. This is the most valuable single artifact in the codebase for us.
When extraction runs — End of query loop? Every N turns? What triggers it?
Memory types — memoryTypes.ts defines categories. List them all.
Relevance scoring — findRelevantMemories.ts scores memories against current context. What's the algorithm? Token overlap? Embedding similarity? Recency bias?
Memory aging — memoryAge.ts handles decay. What's the decay curve? Time-based? Usage-based?
Memory directory structure — How are memory files organized on disk?

Output

claude-code-analysis/patterns/memory-extraction.md

Acceptance Criteria

Extraction prompt copied verbatim
Memory type catalog complete
Relevance scoring algorithm documented
Aging/decay logic documented
Committed as pattern doc

## Parent Epic: #154 | Phase 2 — Pattern Extraction | After Phase 1 ### Source Files - `src/services/extractMemories/extractMemories.ts` (21K) - `src/services/extractMemories/prompts.ts` - `src/memdir/findRelevantMemories.ts` - `src/memdir/memoryAge.ts` - `src/memdir/memoryTypes.ts` ### Extract These Specific Patterns 1. **The extraction prompt** — `prompts.ts` has the actual prompt used to extract memories from conversations. Copy it verbatim. This is the most valuable single artifact in the codebase for us. 2. **When extraction runs** — End of query loop? Every N turns? What triggers it? 3. **Memory types** — `memoryTypes.ts` defines categories. List them all. 4. **Relevance scoring** — `findRelevantMemories.ts` scores memories against current context. What's the algorithm? Token overlap? Embedding similarity? Recency bias? 5. **Memory aging** — `memoryAge.ts` handles decay. What's the decay curve? Time-based? Usage-based? 6. **Memory directory structure** — How are memory files organized on disk? ### Output `claude-code-analysis/patterns/memory-extraction.md` ### Acceptance Criteria - [ ] Extraction prompt copied verbatim - [ ] Memory type catalog complete - [ ] Relevance scoring algorithm documented - [ ] Aging/decay logic documented - [ ] Committed as pattern doc

Timmy was assigned by ezra

2026-03-31 17:02:24 +00:00

ezra referenced this issue

2026-03-31 17:03:24 +00:00

[EXTRACT P3-2] Write adaptation spec: Auto-memory extraction for Hermes #180

allegro referenced this issue

2026-03-31 18:04:13 +00:00

🔥 Burn Report #2 — 2026-03-31 — Claude Code Extraction Phase 1 Complete #185

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