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Verification & Quality Assurance

Automate truth scoring, verification checks, and rollback for code and tasks.

1|Updated Jul 26, 2025
Search Tags:#code quality#quality assurance#CI/CD#rollback#verification#metrics#truth scoring
One-click install
npx skills add https://github.com/jcolano/claude-flow --skill verification-quality-assurance-jcolano
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/jcolano/claude-flow/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/jcolano/claude-flow --skill verification-quality-assurance-jcolano

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires git, node.js 18+.

What problem does it solve?

Ensuring high code quality and reliability in AI-generated or human-written code is critical but often manual and subjective. This Skill provides an objective, automated system for truth scoring, comprehensive verification, and automatic rollback, preventing low-quality code from persisting.

Core Features & Use Cases

  • Truth Scoring System: Real-time reliability metrics (0.0-1.0) for code, agents, and tasks, with trends and confidence intervals.
  • Comprehensive Verification Checks: Automated validation of code correctness, best practices, security, performance, and documentation.
  • Automatic Rollback: Instantly reverts changes that fail verification (default threshold: 0.95), ensuring only high-quality code is integrated.
  • Use Case: Integrate into your CI/CD pipeline to automatically verify every pull request. If the overall truth score falls below 0.95 due to security vulnerabilities or performance regressions, the changes are automatically rolled back, preventing deployment of faulty code.

Quick Start

View current truth scores for your codebase, then run a comprehensive verification check on your src/app.js file with a strict threshold. npx claude-flow@alpha truth npx claude-flow@alpha verify check --file src/app.js --threshold 0.98

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 verify code quality and prevent bad commits from merging?▼

Verification & Quality Assurance automates code checks with real-time truth scoring (0.0–1.0 scale) and automatic rollback. It validates correctness, security, and performance, reverting changes below a 0.95 threshold by default, ensuring only high-quality code integrates into your repository.

Can I integrate automated quality checks into my CI/CD pipeline?▼

Yes. The Skill integrates directly into CI/CD workflows, running comprehensive verification on every pull request and automatically rolling back failures. Exportable outputs and live dashboards track truth scores across repositories and task pipelines.

What does truth scoring mean for code verification?▼

Truth scoring assigns a reliability metric (0.0–1.0) to code, agents, and tasks in real time, reflecting correctness, security, performance, and documentation compliance. Scores include trend analysis and confidence intervals to guide rollback decisions and quality tracking.

How do I set up verification checks for my Node.js project?▼

Install Claude Flow and run `npx claude-flow@alpha truth` to view current scores, then use `npx claude-flow@alpha verify check --file src/app.js --threshold 0.98` to perform comprehensive checks on specific files with custom thresholds.

What happens when code fails verification checks?▼

Failed code automatically rolls back if the truth score drops below your threshold (default 0.95). This prevents deployment of faulty, insecure, or poorly performing code and maintains baseline quality across your codebase.

Does this work with Git-based repositories?▼

Yes. The Skill requires Git and Node.js 18+ and operates as a CI/CD-integrated tool that tracks changes across repositories, scores each commit or pull request, and executes automated rollback via Git when verification fails.

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