analyze

Audit codebases for technical debt, convention violations, and security vulnerabilities.

4|Updated Jul 20, 2026

Search Tags:#quality assurance #security #refactoring #codebase #audit #technical debt

Ready to run

npx skills add https://github.com/highflame-ai/ai-factory --skill analyze-highflame-ai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/highflame-ai/ai-factory/tree/main/skills/analyze
Command: npx skills add https://github.com/highflame-ai/ai-factory --skill analyze-highflame-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill addresses the difficulty of maintaining codebase quality as projects scale, identifying technical debt, architectural drift, and security risks before they impact production.

Core Features & Use Cases

Comprehensive Health Audit: Evaluates code quality, convention compliance, security posture, and test coverage across the entire project or specific modules.
Agentic Verification: Orchestrates specialized audit agents to provide deep analysis while maintaining a focus on deterministic, spec-driven development.
Use Case: Before a major release, run this skill to generate a health scorecard that highlights critical technical debt and provides actionable recommendations for immediate remediation.

Quick Start

Run the analyze skill to perform a full codebase health audit and generate a comprehensive improvement report.

Frequently Asked Questions about analyze

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I audit technical debt across a large codebase?▼

A codebase health audit evaluates code quality, convention compliance, security posture, and test coverage to highlight critical technical debt and provide actionable remediation recommendations before a major release.

Can I scan for security vulnerabilities in specific project scopes?▼

Yes, you can scan for security vulnerabilities in specific project scopes or entire repositories by targeting the audit to evaluate security posture and identify risks before they impact production.

What is an agent-readiness scorecard for spec-driven development?▼

An agent-readiness scorecard for spec-driven development validates architectural integrity by orchestrating specialized audit agents to provide deep analysis and ensure the codebase meets deterministic specification requirements.

Does this codebase audit require any external dependencies to run?▼

No, this codebase audit requires no external dependencies to run, operating entirely through its internal scripts to perform multi-dimensional health and technical debt analysis.

What is the best way to identify convention violations before a release?▼

The best way to identify convention violations before a release is to perform a comprehensive health audit that combines parallelized agentic analysis with deterministic hygiene checks to validate architectural integrity.