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mwathiben
mwathibenCOMMUNITY
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Verification & Quality Assurance

Automate code verification with truth scores and automatic rollback.

Updated Feb 13, 2026
Search Tags:#monitoring#verification#dashboard#code-quality#truth-scoring#ci-cd#automatic-rollback
One-click install
npx skills add https://github.com/mwathiben/PropManager --skill verification-quality-assurance-mwathiben
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/mwathiben/PropManager/tree/main/.claude/skills/verification-quality-assurance
Command: npx skills add https://github.com/mwathiben/PropManager --skill verification-quality-assurance-mwathiben

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides automated verification and quality assurance to ensure code reliability by surfacing truth scores, running checks, and enabling automatic rollback of failing changes.

Core Features & Use Cases

  • Truth Scoring: Real-time reliability metrics (0.0-1.0) for code, agents, and tasks
  • Verification Checks: Automated code correctness, security, performance, and documentation checks
  • Automatic Rollback: Instant revert of changes that fail verification (default threshold: 0.95)
  • Quality Metrics & Dashboards: Visualizations and trend analysis for ongoing quality management
  • CI/CD Integration: Exports for pipelines and automated gatekeeping
  • Real-time Monitoring: Live dashboards and watch modes for ongoing verification
  • Use Case: In a multi-developer project, automatically rollback a breaking commit when the new code fails verification.

Quick Start

Use the skill to quickly verify your codebase and view current truth scores.

Frequently Asked Questions about Verification & Quality Assurance

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

FAQPage Schema
How do I set up automatic rollback for failing commits in a CI/CD pipeline?▼

Automatic rollback for failing commits requires Node.js 18+ and a Git repository. This skill integrates into CI/CD workflows to automatically revert changes when verification checks fall below the 0.95 truth score threshold.

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

Truth scoring calculates real-time reliability metrics on a 0.0-1.0 scale for code, agents, and tasks. It surfaces objective quality scores by running automated correctness, security, performance, and documentation checks across your codebase.

Do I need Claude Flow installed to run verification checks?▼

Yes, you need Claude Flow installed (npx claude-flow@alpha) to enable verification checks, truth scoring, automatic rollback, and dashboard capabilities. Node.js 18+ and a Git repository are also required for the environment setup.

Can I monitor code quality metrics on a real-time dashboard?▼

Yes, you can monitor code quality metrics on a real-time dashboard. The skill provides live visualizations, trend analysis, and watch modes for ongoing verification alongside exports for CI/CD pipeline integration and automated gatekeeping.

What's the best way to automate quality assurance for a multi-developer project?▼

Automating quality assurance for multi-developer projects involves combining CI/CD integration with truth scoring and automatic rollback. This setup instantly reverts breaking commits when new code fails verification, maintaining baseline reliability.

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