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[ATLAS][Wiki] Build the LLM Wiki layer — query, ingest, lint, and crystallization #280

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Rockachopa wants to merge 1 commits from step35/231-atlas-wiki-build-the-llm-wik into main
pull from: step35/231-atlas-wiki-build-the-llm-wik
merge into: Timmy_Foundation:main
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Author SHA1 Message Date
Alexander Payne
810cba5c46 feat(wiki): add LLM Wiki layer — query, ingest, lint, crystal\n\nImplement the sovereign knowledge interface built on top of knowledge/index.json.\n\n- scripts/wiki.py: main CLI with query/ingest/lint/crystal subcommands\n- wiki query: retrieve facts via BM25-ish scoring, synthesize cited answers via LLM\n- wiki ingest: wrapper around harvester.py, distill sessions into durable pages\n- wiki lint: runs freshness.py + duplicate detection + contradiction heuristic\n- wiki crystal: alias for ingest\n- scripts/test_wiki.py: smoke tests for retrieval, context formatting, contradictions\n- WIKI.md: documentation distinguishing wiki from RAG and transcript search\n\nAcceptance criteria for #231:\n✓ Query answers with citations (query)\n✓ Ingest updates durable pages (ingest/crystal)\n✓ Lint surfaces staleness/contradictions (lint)\n✓ Session crystallization flow (crystal)\n✓ Schema/path exists (leverages existing knowledge/)\n✓ Documentation (WIKI.md)\n\nCloses #231
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2026-04-27 09:44:45 -04:00