llm-wikilisted

# LLM Wiki Skill (proposal) > **Purpose:** Keep a compounding markdown wiki of **external knowledge** (articles, papers, transcripts, clipped web content) maintained by an LLM so the bookkeeping is free and the knowledge accumulates. Based on Andrej Karpathy's "LLM Wiki" pattern published April 2026. See [references/architecture.md](references/architecture.md) for the full design rationale and how it interoperates with existing AgentOps skills. > > **Status:** PROPOSAL — not yet merged. Opened 2026-04-11 for council review. See `.agents/research/2026-04-11-karpathy-llm-wiki-integration.md` for the research that motivated this skill. ## The core idea in one paragraph RAG has a critical flaw: **there is no accumulation**. Each query re-discovers fragments from the raw source corpus. The LLM Wiki pattern replaces per-query RAG with a persistent LLM-maintained markdown wiki that sits between raw sources and the user. The LLM reads each raw doc once, extracts concepts, writes summaries, cross-links related ideas, and keeps the whole thing current. On query time, the LLM reads the already-compiled wiki — much faster, much richer, and it compounds. Karpathy's metaphor: *"Obsidian is the IDE. The LLM is the programmer. The wiki is the codebase."* Same as AgentOps's internal-flywheel pattern, applied to external knowledge. ## What this skill IS A specification for four operations against a wiki-structured vault: 1. **`ingest`** — process new raw source → write wiki pages + updat