Agent skill · operations · proffesor-for-testing
Verification & Quality Assurance
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
Why this skill is useful
Adds executable scripts for automated verification, truth scoring, and rollback that enhance code quality assurance capabilities.
What it needs
Requires node installed locally. About 10k tokens when loaded. Last updated 2026-08-06. 434 stars on the source repository.
What this skill does
Verification & Quality Assurance Skill What This Skill Does This skill provides a comprehensive verification and quality assurance system that ensures code quality and correctness through: Truth Scoring: Real-time reliability metrics (0.0-1.0 scale) for code, agents, and tasks Verification Checks: Automated code correctness, security, and best practices validation Automatic Rollback: Instant reversion of changes that fail verification (default threshold: 0.95) Quality Metrics: Statistical analysis with trends, confidence intervals, and improvement tracking CI/CD Integration: Export capabilities for continuous integration pipelines Real-time Monitoring: Live dashboards and watch modes for ongoing verification Shipped vs. aspirational. The concrete, in-CI verification stack — the 6 regression-guard jobs + the witness manifest + the tool-discoverability audit — is real and runs on every push. The truth-scoring / auto-rollback / WebSocket-dashboard surface described later in this doc is partly shipped (ruflo verify runs the witness checks) and partly design — treat the "CI Guards" section below as the authoritative current state. CI Guards — what's actually shipped (current state) Ruflo's regression protection is three layers, all gated before publish. Authoritative reference: verification/README.md. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills proffesor-for-testing/verification-quality