What problem does it solve?
This Skill reduces uncertainty and manual effort by scoring the reliability of code, agent outputs, and development tasks, surfacing correctness, security, and quality regressions so teams can act quickly.
Core Features & Use Cases
- Truth Scoring: Continuous numeric reliability metrics for files, tasks, and agents (0.0-1.0) to drive gating decisions.
- Verification Checks & Metrics: Automated correctness, security, style, performance, and documentation checks with JSON/HTML report outputs for CI/CD ingestion.
- Automatic Rollback & Integration: Git-aware rollback of failing changes, pre-commit and pipeline hooks, dashboards for trend analysis, and configurable thresholds for production, staging, and development.
- Use Case: Block a pull request in GitHub Actions when the verification overallScore falls below 0.95, generate a JSON report for triage, and optionally rollback selective files to last-known-good state.
Quick Start
Run a verification scan on the current repository, export a JSON verification report, and flag or rollback changes that fall below a 0.95 threshold.