Verification & Quality Assurance

Automate codebase and agent output verification with truth scoring and rollback.

Updated Aug 27, 2026

Search Tags:#rollback #verification #metrics #truth-scoring #ci-cd

Ready to run

npx skills add https://github.com/wedosoft/project-a --skill verification-quality-assurance-wedosoft

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/wedosoft/project-a/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/wedosoft/project-a --skill verification-quality-assurance-wedosoft

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

A comprehensive verification/QA system that provides truth scoring, automated checks, and instant rollback with a 0.95 accuracy threshold.

Core Features & Use Cases

Truth Scoring: Real-time reliability metrics for code, agents, and tasks.
Verification Checks: Code correctness, security, and best-practices validation.
Automatic Rollback: Revert changes failing verification.
Quality Metrics: Trends, confidence intervals, and improvement tracking.
CI/CD Integration: Exportable verification data.

Quick Start

View truth scores with npx claude-flow truth. Run checks with npx claude-flow verify check and rollback with npx claude-flow 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 verify code quality and automatically rollback failed changes in CI/CD?▼

Verification & Quality Assurance automates correctness and security checks with truth scoring at a 0.95 accuracy threshold, then automatically reverts changes that fail verification. Run `npx claude-flow verify check` to validate code and `npx claude-flow verify rollback --last-good` to revert to the last passing state.

What is truth scoring and how does it measure code reliability?▼

Truth scoring is a real-time reliability metric that evaluates code, agent outputs, and task correctness against best-practices validation and security checks. The Skill assigns confidence scores and flags outputs below the 0.95 threshold, providing exportable metrics for trend analysis and improvement tracking across your workflow.

Can I integrate verification checks into my existing CI/CD pipeline?▼

Yes. Verification & Quality Assurance exports verification data and metrics directly to CI/CD pipelines via CLI commands. Use `npx claude-flow truth` to view real-time scores and integrate the verify commands into your pipeline to enforce automated correctness, security, and best-practices validation gates.

What security and code quality checks does this Skill perform?▼

The Skill runs code correctness validation, security checks, and best-practices audits against codebases and agent outputs. It surfaces violations that breach the 0.95 truth-scoring threshold and generates quality metrics including confidence intervals to track validation trends and improvement over time.

Do I need to manually configure rollback policies or does the Skill decide automatically?▼

The Skill makes automatic rollback decisions based on verification results. If code fails truth scoring, rollback is triggered without manual intervention. You control the rollback target using commands like `--last-good` to revert to the most recent passing state.