Add self-evolving knowledge base (Karpathy LLM-wiki pattern)#50
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Add self-evolving knowledge base (Karpathy LLM-wiki pattern)#50isaacsight wants to merge 2 commits into
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A local-first, plain-text second brain under knowledge-base/. Five
building blocks, no external tooling:
- raw/ inputs dumping ground (messy by design)
- wiki/ organized layer: index (map), log (journal), processed
(ingestion registry so raw files are never folded twice)
- outputs/ generated artifacts
- CLAUDE.md agent-maintained operating manual; auto-loaded in-folder
- /dream-sequence lint pass: ingest new raw, flag contradictions /
stale claims / duplicates / orphans, rewrite index+log+registry
The wiki ships empty and is seeded by feeding raw/ then running the
dream sequence. Ingestion behavior and cadence are documented and
user-configurable; the manual edits itself when the rules change.
https://claude.ai/code/session_013ntEVS8fnPoxyhwJqpQgLo
End-to-end demonstration of the second brain, mirroring the workflow: feed raw, run the dream sequence, get outputs. - raw/: 3 source-cited research captures (market & adoption, technical stack/MCP/orchestration, risks & governance) - wiki/: synthesized topic page agentic-ai.md; index rebuilt with 6 concepts / 11 entities / 3 sources; log + processed registry updated - Dream-sequence lint: no contradictions/orphans/stale; merged the one duplicate theme (adoption outpacing safe deployment) into the topic page's connective thread - outputs/: agentic-ai-brief-2026.md generated from the wiki https://claude.ai/code/session_013ntEVS8fnPoxyhwJqpQgLo
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A local-first, plain-text second brain under
knowledge-base/, built on Andrej Karpathy's LLM-wiki pattern. No Obsidian, no vector store, no RAG — just folders and markdown that get more useful over time because the agent organizes and audits them on every pass.The five building blocks
knowledge-base/raw/knowledge-base/wiki/index.md(the map),log.md(append-only journal),processed.md(ingestion registry)knowledge-base/outputs/knowledge-base/CLAUDE.md.claude/commands/dream-sequence.md/dream-sequencelint passHow it works
raw/, or say "save this" to a link and Claude captures it with source + date.wiki/index.mdto find where an answer lives, then pulls the relevant files./dream-sequenceingests new raw captures, lints the wiki for contradictions, stale claims, duplicates, and orphans, and rewrites the index/log/registry. Theprocessed.mdregistry ensures a raw file is never folded in twice.The wiki ships empty and is seeded by feeding
raw/then running the dream sequence. Ingestion behavior and cadence are documented and user-configurable — and the manual edits itself when the rules change.Scheduling
/dream-sequenceruns on demand; point a Claude desktop routine (or any scheduler) at it for daily/weekly auto-audits.https://claude.ai/code/session_013ntEVS8fnPoxyhwJqpQgLo
Generated by Claude Code