skills.rest
breddin
breddinCOMMUNITY
Explore all skills by this author →
GitHub

Verification & Quality Assurance

Automate codebase verification with truth scoring and automatic rollbacks.

2|1|Updated Jul 24, 2025
Search Tags:#code quality#quality assurance#ci/cd#rollback#verification#metrics#truth scoring
One-click install
npx skills add https://github.com/breddin/claude-flow-baseline --skill verification-quality-assurance-breddin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/breddin/claude-flow-baseline/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/breddin/claude-flow-baseline --skill verification-quality-assurance-breddin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires git, node.

What problem does it solves? This Skill ensures the highest quality and reliability of AI-generated code and agent outputs by providing real-time truth scoring, comprehensive verification checks, and an automatic rollback system, preventing low-quality changes from persisting.

Core Features & Use Cases

  • Truth Scoring: Get real-time reliability metrics (0.0-1.0) for code, agents, and tasks, with a default 0.95 accuracy threshold for production-ready quality.
  • Verification Checks: Automate comprehensive checks for code correctness, security vulnerabilities, performance issues, and adherence to best practices.
  • Automatic Rollback: Instantly revert changes that fail verification, maintaining codebase integrity and preventing regressions.
  • Use Case: Integrate into your CI/CD pipeline to automatically verify every pull request. If the truth score falls below 0.95, the changes are automatically rolled back, and a detailed report is generated, ensuring only high-quality code is merged.

Quick Start

View current truth scores for your codebase and agent tasks

npx claude-flow@alpha truth

Run a comprehensive verification check on your current working directory

npx claude-flow@alpha verify check

Rollback the last failed verification to the last known good state

npx claude-flow@alpha verify rollback --last-good

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 low-quality changes from merging?▼

Verification & Quality Assurance automates code correctness, security, and performance checks with truth scoring (0.0-1.0 scale). When scores fall below your threshold, changes automatically rollback, ensuring only high-quality code reaches production without manual intervention.

What is truth scoring and how does it work in CI/CD pipelines?▼

Truth scoring generates real-time reliability metrics (0.0-1.0) for code and agent outputs. The default 0.95 threshold triggers automatic rollback of changes in CI/CD pipelines that fail verification, maintaining codebase integrity and preventing regressions.

Can I integrate code verification checks directly into my Git workflow?▼

Yes. This Skill integrates into Git repositories and CI/CD pipelines to run comprehensive verification on every pull request. Modular checks cover correctness, security, style, and performance, with automatic rollback to the last known good state if thresholds fail.

How do I roll back changes after a failed verification check?▼

Use the automatic rollback feature to instantly revert to the last known good state after verification failure. The Skill generates detailed reports explaining why the rollback occurred, helping you identify and fix quality issues before re-merging.

What dependencies do I need to run verification checks on my codebase?▼

Verification & Quality Assurance requires Git for version control and Node for runtime execution. These enable truth scoring, verification checks, real-time monitoring, and automatic rollback capabilities across your repository.

Related Skills

Explore More Software Engineering Skills→
yjzhang2003yjzhang2003
26

web-monitor-auto-repair

Diagnose web service tracebacks, apply code fixes, and verify with pytest or npm tests.

Community
Advanced
oxieoxie

production-deployment-phase

Promote validated staging deployments to production with version bump and git release tagging.

Community
Intermediate
Aktoh-CyberAktoh-Cyber

Verification & Quality Assurance

Verify code and agent outputs with real-time truth scores and automatic rollback.

Official
Advanced
gztcodegztcode

requesting-code-review

Automate code review with static security scanning, quality gates, and an independent reviewer subagent.

Community
Advanced