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Verification & Quality Assurance

Run verification checks and produce CI-friendly JSON reports with exit codes.

Updated Apr 12, 2026
Search Tags:#monitoring#security#rollback#verification#code-quality#truth-scoring#ci-cd
One-click install
npx skills add https://github.com/softmg/product-tracker --skill verification-quality-assurance-softmg
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/softmg/product-tracker/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/softmg/product-tracker --skill verification-quality-assurance-softmg

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates uncertainty about code and agent outputs by providing automated truth scoring, verification checks, and instant rollback to prevent low-quality or unsafe changes from reaching production.

Core Features & Use Cases

  • Truth Scoring & Metrics: Real-time reliability scores (0.0–1.0) with trends, confidence intervals, and per-agent/file breakdowns.
  • Automated Verification: Syntax, type, security, performance, and documentation checks with CI-friendly JSON output and standard exit codes.
  • Automatic Rollback & Recovery: Git-integrated selective rollback, backups, dry-run previews and pre-commit hooks to stop regressions.
  • Use Case: Integrate into CI pipelines to fail pull requests below a threshold, continuously monitor agent outputs, or run watch-mode verification during local development and pair programming.

Quick Start

Run a verification check on the current repository and produce a JSON report for CI integration.

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 verification and block CI pipelines from merging unsafe changes?▼

Automated code verification runs syntax, type, security, and performance checks to produce CI-friendly JSON reports and standard exit codes, failing pipelines before unsafe changes merge.

What is truth scoring for agent outputs and how does it evaluate code correctness?▼

Truth scoring evaluates code correctness by generating real-time reliability scores from 0.0 to 1.0, providing confidence intervals and per-agent or per-file breakdowns for development tasks.

Do I need a Git repository and Node.js to run automated rollback and recovery?▼

Yes, automated rollback and recovery require a Git repository for selective backups and pre-commit hooks, alongside Node.js for dashboard components and claude-flow tooling for execution.

Can I use this verification tool to monitor multi-agent coordination in local development?▼

Yes, you can monitor multi-agent coordination and local development by running watch-mode verification, continuously validating agent outputs, syntax, and performance during pair programming.

What's the best way to preview a Git rollback before applying it to my repository?▼

The best way to preview a Git rollback is using dry-run previews, which evaluate selective rollback strategies and backups against your repository state before executing actual recovery actions.

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