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zjuncher/ai-readme-skill

Analysis updated 2026-05-18

★ 32Audience · developerComplexity · 2/5Setup · easy

TLDR

A prompt-based skill for AI coding assistants that scans a codebase and auto-generates project documentation, including an AGENTS.md file.

Mindmap

mindmap
  root((ai-readme-skill))
    What it does
      Scans codebase
      Generates AGENTS.md
      Produces fact documents
    Tech stack
      Prompt templates
      Markdown
    Use cases
      Faster AI project understanding
      Consistent documentation
      Business context templates
    Audience
      Developers using AI tools

Code map

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What do people build with it?

USE CASE 1

Generate an AGENTS.md file so an AI coding assistant understands a project faster.

USE CASE 2

Auto-produce technical fact documents about a codebase's structure and dependencies.

USE CASE 3

Add a template for developers to record business context that code alone can't explain.

What is it built with?

MarkdownAI prompt templates

How does it compare?

zjuncher/ai-readme-skill855princekumar/sense-hivea6216abcd/free-residential-ip-proxy-controller
Stars323232
Language—HTMLJavaScript
Setup difficultyeasyeasyhard
Complexity2/52/54/5
Audiencedeveloperops devopsdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

README is written in Chinese, designed to be dropped into an AI assistant's rules configuration.

In plain English

This repository provides a prompt-based skill designed for AI coding assistants. When added to an AI tool's project rules, it instructs the AI to scan a code project's structure, dependencies, and core source files and then automatically generate documentation. Specifically, it produces an AGENTS.md file that helps AI tools quickly understand the project, a rules file for the AI assistant, auto-generated technical fact documents based on the code scan, and a template folder for developers to add business context and historical knowledge that the AI cannot infer from code alone. The README is written in Chinese and the project appears aimed at developers using AI-powered coding tools who want better, more consistent project documentation without writing it entirely by hand.

Copy-paste prompts

Prompt 1
Explain how ai-readme-skill's scanning process turns a codebase into an AGENTS.md file.
Prompt 2
Walk me through adding this skill to my AI coding assistant's project rules.
Prompt 3
Show me what goes in the template folder for business context versus what gets auto-generated from code.

Frequently asked questions

What is ai-readme-skill?

A prompt-based skill for AI coding assistants that scans a codebase and auto-generates project documentation, including an AGENTS.md file.

How hard is ai-readme-skill to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is ai-readme-skill for?

Mainly developer.

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