coleam00/claude-memory-compiler
Give Claude Code a memory that evolves with your codebase. Hooks automatically capture sessions, the Claude Agent SDK extracts key decisions and lessons, and an LLM compiler organizes everything into structured, cross-referenced knowledge articles - inspired by Karpathy's LLM Knowledge Base architecture. observed · 2026-08-28
Health v2 · maintenance only
48/100
- Activity 76
- Release rhythm 35
- Longevity 10
Flags: no_releases young no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 149
- days_rel: n/a
- days_push: 149
- n_releases_24m: 0
Adoption not part of the score
1283 stars · 329 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Python tool that gives Claude Code an evolving memory by capturing conversation transcripts via hooks, extracting decisions and lessons with the Claude Agent SDK, and compiling them into structured, cross-referenced markdown knowledge articles. Retrieval uses a simple index file instead of a vector database, and a lint script checks knowledge base health.
Use cases
- give claude code persistent memory across sessions
- automatically capture ai coding session decisions and lessons
- build a searchable knowledge base from llm conversations
- compile daily ai chat logs into structured knowledge articles
- inject project context into future claude code sessions
- query past ai conversations without a vector database
When to choose
- you use Claude Code daily and want decisions and gotchas remembered across sessions
- you want a personal knowledge base without embeddings or vector database infrastructure
- you prefer plain markdown files you can read and edit directly
- you already have a Claude subscription and want to avoid separate API billing
When to avoid
- you need team-shared or multi-user knowledge management at scale
- you use a different coding agent without Claude Code hook support
- you require semantic vector search over large corpora rather than index-guided retrieval
- you need a permissively licensed dependency - the repo has no license file
Facets
cli-tool · maturity active
llm-inference rag documentation markdown workflow-automation developer-tools developer-tools large-language-models documentation python cli cross-platform claude-code claude-agent-sdk memory knowledge-base hooks llm-knowledge-base no-rag coding-agent-memory ai-agents knowledge-management
1 source
- readme: https://github.com/coleam00/claude-memory-compiler · fetched 2026-08-28 · 29f3657ba684
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| coleam00/claude-memory-compiler | main | 48 |
For agents
markdown · JSON · MCP: product_card(name="coleam00/claude-memory-compiler")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem