Verification & Quality Assurance

This is a quality gate system that scores your code and agent outputs on a 0.0 to 1.0 scale, with automatic rollback if anything falls below 0.95. It integrates with Claude Flow to give you real-time truth metrics across your codebase, broken down by agent, task, or file. The dashboard view is nice for spotting trends, and the watch mode catches regressions as they happen. You can export to JSON or CSV for CI/CD pipelines. It's honestly more aggressive than most linting setups, the default 0.95 threshold is strict, but that's the point if you're running autonomous agents that can silently introduce bugs. The auto-fix flag on verification checks is a thoughtful touch for common issues.

GitHub stars: 240
last updated: Jun 11, 2026

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Install

$ npx -y skills add spencermarx/open-code-review --skill 'Verification & Quality Assurance' --agent claude-code

Installs into .claude/skills of the current project.

Files

Verification & Quality Assurance Skill

What This Skill Does

This skill provides a comprehensive verification and quality assurance system that ensures code quality and correctness through:

Truth Scoring: Real-time reliability metrics (0.0-1.0 scale) for code, agents, and tasks
Verification Checks: Automated code correctness, security, and best practices validation
Automatic Rollback: Instant reversion of changes that fail verification (default threshold: 0.95)
Quality Metrics: Statistical analysis with trends, confidence intervals, and improvement tracking
CI/CD Integration: Export capabilities for continuous integration pipelines
Real-time Monitoring: Live dashboards and watch modes for ongoing verification

Prerequisites

Claude Flow installed (npx claude-flow@alpha)
Git repository (for rollback features)
Node.js 18+ (for dashboard features)

Quick Start

# View current truth scores
npx claude-flow@alpha truth

# Run verification check
npx claude-flow@alpha verify check

# Verify specific file with custom threshold
npx claude-flow@alpha verify check --file src/app.js --threshold 0.98

SKILL.md on GitHub