Forge

Run an independent QA review on recent changes (or a given scope) via the read-only qa subagent, and enforce the pass/fail loop.

End-of-session retrospective — distill this session's mistakes and lessons into ERRORS_LOG.md, CONVENTIONS.md, and agent anti-pattern lists so the system learns across runs.

Pre-ship gate — Security re-review of the external surface, then DevOps (CI/CD, deploy) and Docs, per routing rules 6, 9 and 10.

Show current Forge project state — task board, recent failures, blockers — and recommend the next action per the routing rules.

Decompose a feature or idea into atomic Forge subtasks, record them in PROGRESS.md, and dispatch them per the routing rules.