Can this skill detect security vulnerabilities?

Yes, it includes production readiness checks that scan for hardcoded secrets, lack of input validation, and unpinned dependencies using live terminal commands.

How does the grading system work?

The skill assigns a grade from A (clean, well-tested) to F (fundamental design problems or fake code) based on detected critical issues and warnings found during the verification process.

How is finding severity categorized?

Issues are categorized as Critical (must fix), Warning (should fix), or Suggestion (consider for readability) to help developers prioritize their technical debt.

Does it actually run commands on my system?

Yes, for production readiness checks, the skill executes actual test commands and security greps to provide evidence-backed verdicts rather than just guessing.

What are the core verification dimensions?

It evaluates code based on four primary pillars: Design Quality, Code Integrity, Code Cleanliness, and Production Readiness.

Quality Verification Framework

Name: Quality Verification Framework
Author: JSai23

byJSai23

•

Security & Testing

Audits code quality and production readiness through structured grading and multi-dimensional verification checks.

This skill provides a rigorous quality verification framework for Claude Code, enabling developers to perform comprehensive audits on their codebase. It evaluates projects across four key dimensions—design quality, code integrity, cleanliness, and production readiness—using a standardized grading system from A to F. By automating checks for security vulnerabilities, test coverage, error handling, and dependency integrity, it ensures that code is not only functional but robust and ready for production-scale deployment.

Key Features

01Standardized severity grading for prioritized issue resolution

02Structured output format with command execution proof and evidentiary verdicts

03Production readiness checks including security scans and dependency auditing

04Automated A-F grading criteria for objective project assessment

05Multi-dimensional quality auditing across design, integrity, and cleanliness

061 GitHub stars

Use Cases

01Standardizing automated code reviews by applying objective grading and severity levels

02Identifying 'performative' or over-engineered code that lacks real-world integrity

03Performing a final quality audit before merging a major feature or deploying to production

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jsai23/claude-tooling verify-quality-a

For use in Claude.ai and ChatGPT

Download Skill