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  "body": "# Implementation Research\n\nResearch on ideas and approaches for a local-first, LLM-managed personal wiki /\nsecond brain / \"open brain\" system. Project direction, working assumptions, doc\nconventions, and open threads live in [working-notes.md](working-notes.md).\n\n# Primary sources\n\n* [LLM Wiki (Karpathy gist)](andrej-wiki-gist.md) - seed idea: an LLM incrementally builds and maintains a persistent, interlinked markdown wiki between you and raw sources, instead of re-deriving via RAG per query.\n* [Nate B. Jones — \"Open Brain\" post](nate-post-open-brian.md) - the raw persuasive artifact audited in the claims audit.\n* [Open Knowledge Format (OKF) v0.1 spec](okf-spec.md) - vendored verbatim copy of the OKF v0.1 spec; our firm format requirement. Don't hand-edit — re-copy from upstream to update.\n\n# AI-synthesis\n\n* [Prior-Art Landscape](prior-art-landscape.md) - map of the design space: concept/architecture taxonomy (13 axes), the three reference approaches (OKF/Andrej/Nate) with master com",
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