brutal-honesty-review

This skill provides automated quality verification for code and agent outputs using truth scoring and quality checks. It automatically rolls back changes that fall below a 0.95 accuracy threshold, ensuring codebase reliability. Use it for CI/CD integration and maintaining high-quality standards in development workflows.

This skill provides automated verification and quality assurance for code and agent outputs, including truth scoring and validation checks. It enables automatic rollback for failed quality checks and integrates with CI/CD pipelines. Use it to validate code changes before merging or to ensure the correctness of generated outputs.

This skill enables AI-powered multi-agent code reviews for GitHub pull requests using swarm coordination. It performs comprehensive analysis including security, performance, and quality checks while automating PR management tasks. Use it when you need intelligent, automated code review beyond basic static analysis in your GitHub workflow.

Sherlock Review performs evidence-based code investigation using deductive reasoning to verify implementation claims and find root causes. It systematically analyzes code, tests, and history to determine what actually happened versus what was reported. Use this skill for validating fixes, investigating bugs, or conducting rigorous code reviews.