code-analysis

Identify and summarize core codebase components using attention-driven scoring.

22|7|Updated Feb 11, 2026

Search Tags:#workflow #documentation #analysis #scoring #code-analysis #attention

Ready to run

npx skills add https://github.com/Dqz00116/skill-lib --skill code-analysis-dqz00116

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: code-analysis
Source: https://github.com/Dqz00116/skill-lib/tree/main/code-analysis
Command: npx skills add https://github.com/Dqz00116/skill-lib --skill code-analysis-dqz00116

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill standardizes the reading, analysis, and documentation of codebases using an attention-driven scoring system to identify core components and guide focused review deliverables.

Core Features & Use Cases

Attention-driven scoring to surface core components, prioritize analysis focus, and streamline code reviews.
Structured workflow templates that guide objective definition, deliverables, content, and token estimation.
Produce focused, developer-facing documentation that accelerates architecture understanding and onboarding for new team members.
Use Case: Quickly evaluate a new module to surface key classes, functions, and interactions and generate a concise analysis report.

Quick Start

Run a codebase analysis to identify core components and prepare a focused analysis report.

Frequently Asked Questions about code-analysis

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

FAQPage Schema

How do I analyze a codebase to identify core components for documentation?▼

To analyze a codebase and identify core components, this Skill applies an attention-driven scoring system that surfaces key classes and functions, then generates a focused, developer-facing analysis report to accelerate architecture understanding.

What is attention-driven scoring in code analysis?▼

Attention-driven scoring in code analysis is a mechanism that evaluates and prioritizes core components within a codebase based on their importance, streamlining code reviews and guiding the focus of your documentation deliverables.

How do I generate an onboarding document for a new codebase module?▼

You can generate an onboarding document for a new module by running the four-step workflow, which defines objectives, deliverables, content, and token estimation to produce a concise, focused analysis report for new team members.

Do I need specific tools or setup to run a codebase analysis?▼

No tool-specific setup is required to run this codebase analysis; the process is designed to be robust, explainable, and accessible to software engineers directly without needing external dependencies or specialized environments.

What is the best way to structure code reviews for large codebases?▼

The best way to structure code reviews for large codebases is using a standardized workflow template that defines objectives and deliverables, leveraging attention-driven scoring to prioritize analysis focus and estimate token usage.

When should I not use an automated codebase analysis workflow?▼

You should reconsider an automated codebase analysis workflow if your goal is not generating developer-facing documentation or focused architecture summaries, as the workflow is specifically structured for delivering concise analysis reports and token estimations.