What problem does it solve? Agent-generated code and task outputs can silently introduce defects, security issues, or regressions. This Skill enforces measurable quality gates by scoring outputs on a 0.0-1.0 truth scale, running verification checks, and automatically rolling back changes that fall below a configurable threshold (default 0.95). ## Core Features & Use Cases - Truth Scoring & Metrics: View real-time reliability scores per file, agent, or task with trends, statistics, and export to JSON, CSV, or HTML reports. - Verification Checks: Validate code correctness, security, performance, documentation, and best practices on files, directories, or task outputs, with optional auto-fix. - Automatic Rollback: Revert failed changes via Git-based, selective, or dry-run rollback modes to restore the last known good state. - Use Case: In a CI/CD pipeline, run a verification check with JSON output, fail the build if the overall score drops below 0.95, and archive the verification report as a build artifact. ## Quick Start Ask the agent to run a verification check on the current project and show the truth score dashboard with any files below the 0.95 threshold.