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[ATLAS][Wiki] Build the LLM Wiki layer: ingest, query, lint, and session crystallization into durable pages #231

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opened 2026-04-23 12:12:44 +00:00 by Rockachopa · 1 comment
Rockachopa commented 2026-04-23 12:12:44 +00:00
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Timmy_Foundation/hermes-agent#984

Sources to Mine

  • Karpathy's LLM Wiki pattern
  • existing Hermes llm-wiki skill
  • Atlas memory/context work already underway

What

Turn the LLM Wiki idea into a tracked production layer instead of leaving it as a skill or concept.

The goal is a compiled markdown knowledge base that supports:

  • ingest from raw sources
  • query with citations / provenance
  • lint for contradictions, staleness, and orphaned pages
  • session-end crystallization so session N enriches session N+100

Tasks

  • Define wiki directory layout, schema file, index, and log conventions
  • Implement or script ingest from raw sources into durable markdown pages
  • Add query path that synthesizes answers from the compiled wiki with page citations
  • Add lint path for contradictions, stale pages, broken links, and tag drift
  • Add session crystallization flow that distills useful session output into wiki pages
  • Document where the wiki lives and how it integrates with memory/context surfaces

Acceptance Criteria

  • A concrete wiki path and schema exist in the stack
  • At least one real ingest updates durable wiki pages from raw source material
  • Queries can answer from compiled pages with citations to wiki pages and/or raw sources
  • A lint run can surface contradictions/staleness/broken links on the wiki corpus
  • At least one session crystallization flow lands a durable page that survives beyond the session
  • The wiki layer is documented as distinct from simple RAG and distinct from raw transcript search
## Parent Timmy_Foundation/hermes-agent#984 ## Sources to Mine - Karpathy's LLM Wiki pattern - existing Hermes `llm-wiki` skill - Atlas memory/context work already underway ## What Turn the LLM Wiki idea into a tracked production layer instead of leaving it as a skill or concept. The goal is a **compiled markdown knowledge base** that supports: - ingest from raw sources - query with citations / provenance - lint for contradictions, staleness, and orphaned pages - session-end crystallization so session N enriches session N+100 ## Tasks - [ ] Define wiki directory layout, schema file, index, and log conventions - [ ] Implement or script ingest from raw sources into durable markdown pages - [ ] Add query path that synthesizes answers from the compiled wiki with page citations - [ ] Add lint path for contradictions, stale pages, broken links, and tag drift - [ ] Add session crystallization flow that distills useful session output into wiki pages - [ ] Document where the wiki lives and how it integrates with memory/context surfaces ## Acceptance Criteria - [ ] A concrete wiki path and schema exist in the stack - [ ] At least one real ingest updates durable wiki pages from raw source material - [ ] Queries can answer from compiled pages with citations to wiki pages and/or raw sources - [ ] A lint run can surface contradictions/staleness/broken links on the wiki corpus - [ ] At least one session crystallization flow lands a durable page that survives beyond the session - [ ] The wiki layer is documented as distinct from simple RAG and distinct from raw transcript search
Rockachopa commented 2026-04-24 19:59:19 +00:00
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🔥 BURN DISPATCH — BURN:COUNCIL.1

Queued with /queue.

Target branch: fix/231-llm-wiki-layer
Focus: build the LLM Wiki layer: ingest, query, lint, and session crystallization into durable pages.

🔥 **BURN DISPATCH** — `BURN:COUNCIL.1` Queued with `/queue`. Target branch: `fix/231-llm-wiki-layer` Focus: build the LLM Wiki layer: ingest, query, lint, and session crystallization into durable pages.
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Reference: Timmy_Foundation/compounding-intelligence#231
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