ai-project-docs

Generate 12 markdown documentation files for software projects.

Updated Jan 28, 2026
One-click install
npx skills add https://github.com/aminpiano/ai-docs --skill ai-project-docs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-project-docs
Source: https://github.com/aminpiano/ai-docs/tree/main
Command: npx skills add https://github.com/aminpiano/ai-docs --skill ai-project-docs

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the creation of comprehensive, AI-optimized project documentation, making any project immediately understandable and actionable for AI agents.

Core Features & Use Cases

  • Automated Documentation Generation: Creates 12 structured documentation files covering environment, dependencies, architecture, data models, API, business logic, debugging, standards, warnings, and TODOs.
  • Agent Team Workflow: Utilizes a scout-write-review agent team model for efficient and high-quality output.
  • Use Case: When onboarding a new AI developer or integrating an AI agent into a complex codebase, use this Skill to generate a complete documentation suite that provides all necessary context without manual effort.

Quick Start

Use the ai-project-docs skill to generate documentation for this project.

Frequently Asked Questions about ai-project-docs

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

FAQPage Schema
How do I generate AI-optimized project documentation for a complex codebase?

You can generate AI-optimized project documentation by using an automated multi-agent system that creates 12 structured markdown files covering environment setup, architecture, and business logic, ensuring immediate comprehension for AI agents.

What is the best way to automate codebase documentation for AI agent onboarding?

Automating codebase documentation for AI onboarding is best handled by a scout-write-review agent team workflow that generates comprehensive markdown files, providing all necessary context without manual effort.

How does a multi-agent system work for software documentation generation?

A multi-agent system for software documentation works by deploying a scout-write-review agent team model in parallel, which researches, generates, and reviews 12 distinct markdown files covering all aspects of a software project.

Can I automatically generate markdown files for environment setup and API documentation?

Yes, you can automatically generate markdown files for environment setup and API documentation, as the system produces 12 structured files covering dependencies, data models, debugging, standards, and TODOs.

Do I need external dependencies to create AI-readable project documentation?

No external dependencies are required to create AI-readable project documentation, as the system operates independently to generate the complete suite of 12 markdown files for your software project.

When do I need to generate structured markdown documentation for my software project?

You need to generate structured markdown documentation when onboarding a new AI developer or integrating an AI agent into a complex codebase, ensuring the project is immediately understandable and actionable.