How does this skill improve Claude's code?

It guides the AI to cross-reference its output against original requirements, security standards, and performance benchmarks using a structured evaluation framework.

When should I use the Analyzing Response Quality skill?

Use it after complex coding tasks, when generating technical documentation, or whenever you need a rigorous sanity check before finalizing a solution.

Does this skill check for security vulnerabilities?

Yes, it includes a dedicated security dimension that evaluates input validation, authentication, and potential data protection issues in generated code.

Can this help with documentation clarity?

Absolutely; it features specific checklists for explanation quality to ensure technical terms are defined, structure is logical, and examples are easy to follow.

Response Quality Analyzer

Name: Response Quality Analyzer
Author: C0ntr0lledCha0s

byC0ntr0lledCha0s

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Productivity & Workflow

Evaluates and scores AI outputs across dimensions like accuracy, completeness, and security to ensure high-quality results.

About

The Analyzing Response Quality skill acts as a comprehensive QA layer for Claude Code, providing a systematic framework to evaluate AI-generated outputs. It analyzes responses across six critical dimensions—correctness, completeness, clarity, efficiency, security, and usability—helping developers catch subtle bugs, address missing requirements, and improve code documentation. By using detailed checklists and a scoring framework, this skill ensures that complex technical implementations meet high standards before finalization, making it an essential tool for self-reflection and rigorous output validation.

Key Features

Systematic requirement mapping and gap analysis
Detailed issue detection categorized by severity (Critical, Important, Minor)
Multi-dimensional quality scoring on a 1-5 scale
Specialized checklists for code, explanations, and communication
Pattern identification for common issues like over-engineering or security oversights
1 GitHub stars

Use Cases

Reviewing technical documentation and tutorials for clarity and beginner-friendliness
Validating complex multi-step code implementations for edge cases and security
Performing a final completeness check on large-scale project responses

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add c0ntr0lledcha0s/claude-code-plugin-automations analyzing-response-quality

For use in Claude.ai and ChatGPT

Download Skill

GitHub