Results for “ko-fi”

Runs a structured bug-fix pipeline: scouts evidence, diagnoses root cause, applies minimal fixes, and reviews before committing.

Audits code quality against a shared contract, producing structured findings and blocking pipeline phases on critical issues without modifying code.