analysis

Analyze code to explain behavior and identify root causes.

Updated Nov 26, 2025

Search Tags:#security #dependencies #audit #debug #code #analyze #explain

Ready to run

npx skills add https://github.com/neyrojasj/smart-agent --skill analysis-neyrojasj

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: analysis
Source: https://github.com/neyrojasj/smart-agent/tree/main/.github/skills/analysis
Command: npx skills add https://github.com/neyrojasj/smart-agent --skill analysis-neyrojasj

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Engineers often need to quickly understand complex codebases, identify root causes, and verify fixes. This skill provides structured analysis, explanations, and systematic audits to accelerate debugging and quality improvements.

Core Features & Use Cases

Explain code functionality and data flow
Debug issues and errors with actionable steps
Perform code audits and quality reviews
Identify security considerations and performance bottlenecks
Use Case: when a function behaves unexpectedly, run a full analysis to explain, locate, and propose fixes

Quick Start

Provide the code or file path you want analyzed and I will explain, debug, and audit it.

Frequently Asked Questions about analysis

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

FAQPage Schema

How do I debug unexpected behavior and identify the root cause in a complex codebase?▼

Code analysis systematically traces data flow and gathers context to explain unexpected behavior, pinpoint root causes, and propose actionable fixes. It supports stepwise debugging workflows across multiple programming languages.

What is the best way to perform a code audit and identify security considerations?▼

A structured code audit analyzes dependencies and traces logic to identify security considerations and performance bottlenecks. The process produces audit-ready reports that detail code quality and highlight potential vulnerabilities.

Can I analyze code and explain data flow across different programming languages?▼

Yes, code analysis is applicable across languages to explain functionality and trace data flow. It systematically breaks down how inputs move through functions, providing structured explanations for code reviews.

How do I prepare code for a dependency analysis and security review?▼

Provide the target code or file path directly to begin dependency analysis. The process gathers context from the provided inputs to map dependencies and generate an audit-ready report identifying security considerations.

What's the process to explain how a specific function works during code review?▼

Code analysis explains function behavior by gathering surrounding context and tracing data flow step by step. This produces a clear breakdown of the internal logic, accelerating quality improvements during code reviews.