About
This skill implements a deterministic 'trust but verify' framework for AI coding agents, ensuring that no task is marked as finished without empirical proof. It mandates a systematic approach—identifying necessary validation commands, executing fresh tests, and analyzing raw output—to prevent 'hallucinated' success. By removing qualitative assumptions and replacing them with deterministic evidence like exit codes and test pass counts, it guarantees high-quality contributions and prevents broken code from entering the version control history.