compile

Installation
SKILL.md

Compile — Knowledge Compiler

Reads raw .agents/ artifacts and compiles them into a structured, interlinked markdown wiki. Inspired by Karpathy's LLM Knowledge Bases.

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 (NEW — the core value)
  4. Linting the compiled wiki for contradictions, orphans, and gaps (NEW)
  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]],

Related skills
Installs
27
Repository
boshu2/agentops
GitHub Stars
346
First Seen
Apr 6, 2026