Verification & Quality Assurance

Compute truth scores and run correctness, security, performance, and documentation checks with JSON reports and Git rollback.

Updated Feb 24, 2026
One-click install
npx skills add https://github.com/FrekiManagarm/dunlo --skill verification-quality-assurance-frekimanagarm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/FrekiManagarm/dunlo/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/FrekiManagarm/dunlo --skill verification-quality-assurance-frekimanagarm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It reduces the risk of incorrect or low-quality code reaching your codebase by measuring reliability, validating against correctness/security/best-practices criteria, and automatically reverting changes when quality drops below a required threshold.

Core Features & Use Cases

  • Truth Scoring (0.0–1.0): Quantify code/agent/task reliability with thresholds (default 0.95) and support reporting over time to catch regressions.
  • Verification Checks: Automatically evaluate correctness, security (including secret detection and auth checks), performance, and documentation quality to produce pass/fail outcomes.
  • Automatic Rollback: Revert failed changes using Git integration (with selective/interactive options) so unstable updates don’t persist.
  • Quality Metrics & Reporting: Generate structured JSON/HTML/CSV/Markdown verification reports with confidence/trend signals for CI/CD and monitoring.
  • Real-time Dashboard & Watch Mode: Continuously monitor verification and truth metrics while development proceeds.

Use case: When a pull request introduces a risky change, run verification with a strict threshold, inspect the detailed failing checks, and automatically roll back to the last known good commit to keep mainline reliable.

Quick Start

Run the verification truth check on the current codebase with the default quality threshold.

Frequently Asked Questions about Verification & Quality Assurance

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically rollback bad commits in a CI/CD pipeline?

You can automatically rollback bad commits by running verification checks in your CI/CD pipeline; when code changes fail the truth score threshold, Git-based automatic rollback reverts the unstable updates to the last known good commit.

What is truth scoring for code correctness and how does it work?

Truth scoring quantifies code reliability on a 0.0 to 1.0 scale by running correctness, security, performance, and documentation checks. It generates pass/fail outcomes based on a configurable threshold to prevent bad changes.

Can I generate structured quality metrics reports for CI/CD monitoring?

Yes, you can generate structured verification reports in JSON, HTML, CSV, and Markdown formats. These reports include confidence and trend signals for CI/CD pipelines and continuous dashboard monitoring.

Does code verification check for security issues like secret detection?

Yes, verification checks automatically evaluate security by running secret detection and authentication checks alongside correctness, performance, and documentation quality to measure overall code reliability.

How do I monitor quality regressions in real-time during development?

You can monitor quality regressions in real-time by using watch mode and dashboard workflows. These continuously track verification truth metrics while development proceeds to detect regressions early.