What problem does it solve?
Ensuring high-quality code and reliable agent outputs is critical but often manual and inconsistent. This Skill provides a comprehensive, AI-driven system for real-time truth scoring, automated verification checks, and instant rollback of problematic changes, drastically reducing defects and maintaining codebase integrity.
Core Features & Use Cases
- Truth Scoring: Real-time reliability metrics (0.0-1.0 scale) for code, agents, and tasks, with trends and confidence intervals.
- Automated Verification Checks: Comprehensive validation of code correctness, best practices, security, performance, and documentation.
- Automatic Rollback: Instantly reverts changes that fail verification (default threshold: 0.95), preventing bad code from reaching production.
- Use Case: Integrate into a CI/CD pipeline to automatically verify every pull request. If the overall truth score falls below 0.95, the system blocks the merge and automatically rolls back any problematic changes, ensuring only high-quality code is integrated.
Quick Start
View current truth scores for your project, then run a verification check on src/app.js with a custom threshold of 0.98.