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espennilsen
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readme-reviewer

Generate and review README.md files from codebase structure and dependencies.

114|12|Updated Feb 11, 2026
Search Tags:#project management#developer tools#code review#documentation#code generation#readme
One-click install
npx skills add https://github.com/espennilsen/pi --skill readme-reviewer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: readme-reviewer
Source: https://github.com/espennilsen/pi/tree/main/skills/readme-reviewer
Command: npx skills add https://github.com/espennilsen/pi --skill readme-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the creation and enhancement of README files, ensuring projects have clear, comprehensive, and accurate documentation that guides users and contributors effectively.

Core Features & Use Cases

  • Automated README Generation: Creates READMEs from scratch based on codebase analysis.
  • Existing README Improvement: Analyzes and updates current READMEs for accuracy, completeness, and adherence to best practices.
  • Use Case: You've just finished a new Node.js project and need a professional README. Use this Skill to generate one that includes installation, usage, and contribution guidelines based on your project's structure and package.json.

Quick Start

Use the readme-reviewer skill to generate a README for the current project.

Frequently Asked Questions about readme-reviewer

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

FAQPage Schema
How do I generate a README from an existing codebase?▼

To generate a README from an existing codebase, this Skill performs static analysis on your project structure, dependencies, and scripts to automatically create comprehensive documentation covering installation, usage, and contribution guidelines.

Can I generate documentation for a Python or Rust project?▼

Yes, you can generate documentation for Python, Rust, Go, and Node.js projects. The Skill adapts its static analysis to various project types to ensure the output accurately reflects the specific environment and dependencies.

What is the best way to update an incomplete project README?▼

The best way to update an incomplete project README is to use automated review tools that analyze your current documentation against codebase structure, ensuring accuracy, completeness, and adherence to best practices for user guidance.

Does static analysis of dependencies improve README accuracy?▼

Static analysis of dependencies directly improves README accuracy by automatically extracting required installation steps and environment details from configuration files like package.json, ensuring the documentation matches the actual project setup.

How do I ensure my README includes valid contribution guidelines?▼

To ensure your README includes valid contribution guidelines, generate the documentation using static codebase analysis which automatically structures the required sections based on recognized best practices and your project's specific scripts.

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