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Rename the athena skill to compile — a descriptive name that communicates what it actually does. Extend with Karpathy's LLM Knowledge Bases architecture: - New compile phase: LLM reads raw .agents/ artifacts and produces interlinked markdown wiki at .agents/compiled/ with index.md, log.md, backlinks - New lint phase: detects contradictions, orphan pages, stale claims, coverage gaps - Pluggable compute backend via AGENTOPS_COMPILE_RUNTIME (ollama|claude|openai) - Hash-based incremental compilation (only recompile changed sources) - compile.sh engine with security fixes (no shell injection, path traversal guard) - Full rename across 93 files: skills, docs, CLI, tests, hooks, scripts, codex Existing Mine → Grow → Defrag cycle preserved as phases within the larger compile workflow. No vector DB — compiled wiki IS the retrieval layer.