pipy

Use to consume captured parity-loop lessons and materialize them into gated edits to the skills/docs/tests/harness in this repo. Trigger phrases — "parity improve", "drain lessons", "apply parity lessons".

Use when driving one pi-mono parity gap in this repo end to end (select gap → plan → different-family plan review → impl plan → implement → docs → code-review loop until CLEAN → commit). Triggers: "parity loop", "next parity gap", "close a pi-mono gap".