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Claude Memory Compiler Ships Karpathy-Inspired Knowledge Base Architecture — Session Capture With AI Compression and Cross-Referencing
coleam00's claude-memory-compiler gives Claude Code a memory that evolves with your codebase by using hooks to automatically capture sessions, the Claude Agent SDK to extract key decisions and lessons, and an LLM compiler to organize everything into structured, cross-referenced knowledge articles. Inspired by Karpathy's LLM Knowledge Base architecture, this is distinct from the claude-mem plugin (66K stars, covered yesterday) — it focuses on knowledge compilation rather than session replay. The pattern: memory is moving from 'save everything' to 'compile what matters.'
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