01Real-time validation for builds, unit tests, and linting
021 GitHub stars
03Mandatory 5-step verification gate (Identify, Run, Read, Verify, Claim)
04Automated 'red flag' detection for speculative or unverified language
05Standardized verification reporting format with command evidence
06Zero-tolerance policy for shortcuts and unverified success claims