/converge — bounded judge-panel convergence

Quick Ref: This is a thin memo. The implementation is the Go command ao converge (cli/cmd/ao/converge.go). Do not reimplement the loop in shell — invoke the binary.

YOU MUST EXECUTE THE Go COMMAND. Do not describe or re-author the loop.

What it does

ao converge runs a bounded fix → re-run-judge-panel loop until the judges agree or it blocks:

• Converged ⇔ ≥2 distinct non-author contexts PASS with zero FAIL.
• BLOCK after 3 consecutive failing rounds.
• NOT-CONVERGED when --max-rounds elapses with neither terminal condition.
• KILLED when <dir>/.agents/rpi/KILL appears at a round boundary.