01Mandatory 5-step verification checklist for every completion claim
02Real-time command execution and exit code validation
03Strict filter banning non-committal language like 'should work' or 'probably fine'
04Anti-rationalization logic to prevent reliance on cached or historical data
052 GitHub stars
06Anti-sycophancy measures to independently verify peer review feedback