Does it support monorepos?

Yes, it is specifically designed to analyze monorepo structures (like Turborepo, Lerna, or pnpm workspaces) and generate appropriate files for different apps, packages, and services.

What are JIT indexing hints?

Just-In-Time (JIT) indexing hints are pre-formatted search commands (like ripgrep) included in the documentation that tell the AI agent exactly how to find relevant files, components, or logic without indexing the entire repository at once.

How does this skill help reduce token usage?

By using a hierarchical 'nearest-wins' approach, the AI agent only reads the lightweight root and the specific sub-folder documentation relevant to its current task, avoiding massive, irrelevant context dumps.

What is an AGENTS.md file?

An AGENTS.md file is a specialized documentation format designed to provide AI coding agents with the specific context, patterns, and commands they need to work effectively within a directory.

AGENTS.md Hierarchy Generator

Name: AGENTS.md Hierarchy Generator
Author: julianromli

byjulianromli

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Learning & Documentation

Generates hierarchical documentation structures optimized for AI coding agents to maximize context efficiency and project understanding.

The AGENTS.md Generator is a specialized tool designed to structure codebase documentation specifically for AI assistants like Claude. It automates the creation of a 'nearest-wins' documentation hierarchy, featuring a lightweight root AGENTS.md for universal project rules and detailed sub-folder files for package-specific patterns. By organizing documentation this way, the skill significantly reduces token consumption while ensuring AI agents have immediate access to just-in-time (JIT) indexing, search commands, and domain-specific best practices tailored to the exact part of the codebase they are editing.

Key Features

01Generates lightweight root AGENTS.md for universal project guidance

02Includes JIT indexing hints using optimized ripgrep and find commands

03Automated repository analysis for monorepo and multi-package architectures

04Creates detailed sub-folder AGENTS.md files with specific patterns and examples

05Specialized templates for UI systems, Database layers, API services, and Testing

0637 GitHub stars

Use Cases

01Standardizing coding patterns and 'Definition of Done' checklists for AI assistants

02Onboarding AI agents to large, complex codebases without exceeding token limits

03Setting up AI-friendly documentation for new monorepos using Turborepo or pnpm

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add julianromli/droid-factory-template agents-md-generator

For use in Claude.ai and ChatGPT

Download Skill