compilelisted

# Compile — Knowledge Compiler Reads raw `.agents/` artifacts and compiles them into a structured, interlinked markdown wiki. Inspired by Karpathy's LLM Knowledge Bases architecture. ## What This Skill Does The knowledge flywheel captures signal reactively (via `$retro`, `$post-mortem`, `$forge`). `$compile` closes the loop by: 1. **Mining** unextracted signal from git and `.agents/` (existing) 2. **Growing** learnings via validation, synthesis, and gap detection (existing) 3. **Compiling** raw artifacts into interlinked wiki articles (core value) 4. **Linting** the compiled wiki for contradictions, orphans, and gaps 5. **Defragging** stale and duplicate artifacts (existing) **No vector DB.** At personal scale (~100-400 articles), the compiled wiki fits in context windows. The wiki IS the retrieval layer. **Output:** `.agents/compiled/` — encyclopedia-style markdown with `[[backlinks]]`, `index.md` catalog, and `log.md` chronological record. ## Pluggable Compute Backend Set `AGENTOPS_COMPILE_RUNTIME` to pick the LLM backend: | Value | Backend | Notes | |-------|---------|-------| | `ollama` | Ollama API | Needs `OLLAMA_HOST` (default `http://localhost:11434`). | | `openai` | OpenAI-compatible | Needs `OPENAI_API_KEY`. | When unset, `ao compile` attempts to auto-detect a local CLI backend. If none is available, headless compile fails fast with an actionable error. ### Large-corpus batching `ao compile --batch-size N` caps changed files per LLM prompt (default 25),