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Verification & Quality Assurance

Automate code quality verification with rollback and truth scoring.

Updated Jul 2, 2025
Search Tags:#monitoring#dashboards#rollback#verification#ci-cd#quality-assurance#truth-scores
One-click install
npx skills add https://github.com/dug-21/neural-data-platform --skill verification-quality-assurance-dug-21
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/dug-21/neural-data-platform/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/dug-21/neural-data-platform --skill verification-quality-assurance-dug-21

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides automated verification of code quality and agent outputs with automatic rollback to prevent bad changes from persisting and to maintain reliability.

Core Features & Use Cases

  • Truth Scoring: Real-time reliability metrics for code, agents, and tasks.
  • Verification Checks: Automated checks for correctness, security, performance, and best practices.
  • Automatic Rollback: Instant reversion of changes that fail verification (default threshold: 0.95).
  • Quality Metrics: Trends, confidence intervals, and improvement tracking.
  • CI/CD Integration: Export capabilities for CI/CD pipelines and dashboards.
  • Real-time Monitoring: Live dashboards and watch modes for ongoing verification.

Quick Start

npx claude-flow@alpha truth npx claude-flow@alpha verify check npx claude-flow@alpha verify check --file src/app.js --threshold 0.98 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 automate code quality checks and trigger rollbacks in a CI/CD pipeline?▼

Automated verification of code quality targets development pipelines by running correctness, security, and performance checks, then automatically rolling back changes that fail to meet a default truth score threshold of 0.95.

What are truth scores and how do they measure software reliability?▼

Truth scores are real-time reliability metrics for code, agents, and tasks that quantify quality. They provide trends, confidence intervals, and improvement tracking to maintain reliability across software projects.

How do I configure the verification threshold for automatic rollback?▼

Automatic rollback triggers when verification checks fall below a default threshold of 0.95. You can specify a custom threshold, such as 0.98, using the verify check command with the --threshold flag.

Can I export quality metrics to existing CI/CD dashboards?▼

Quality metrics support CI/CD integration through export capabilities. Live dashboards and watch modes provide real-time monitoring for ongoing verification of code quality and agent outputs.

How do I revert to the last known good state after a bad deployment?▼

You can trigger an automatic rollback to the last known good state using the verify rollback command. This instantly reverts changes that fail verification to prevent bad code from persisting.

Does automated verification work for agent outputs or only source code files?▼

Verification automates checks for both source code files and agent outputs. It targets development pipelines, live dashboards, and task-level checks to maintain reliability across software projects.

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