4-layer knowledge capture system for development sessions. Use when user says /mem (quick capture), /distill (extract patterns), /td (post-task retrospective with Before/After context), or /improve (work on pending items). Manages docs/learnings/, docs/knowledge-base/, and docs/retrospective/ directories.