agents-md-generator

julianromli's avatarfrom julianromli

Generate hierarchical AGENTS.md structures for codebases. Use when user asks to create AGENTS.md files, analyze codebase for AI agent documentation, set up AI-friendly project documentation, or generate context files for AI coding assistants. Triggers on "create AGENTS.md", "generate agents", "analyze codebase for AI", "AI documentation setup", "hierarchical agents".

⭐120stars🔀17forks📁View on GitHub🕐Updated Dec 18, 2025

When & Why to Use This Skill

The AGENTS.md Generator is a specialized Claude skill designed to create hierarchical, token-efficient documentation structures optimized for AI coding assistants. It automates the analysis of complex codebases to produce lightweight root files and detailed sub-folder guides, ensuring AI agents have the precise context needed to navigate repositories, follow project-specific conventions, and understand tech stacks without exhausting token limits.

Use Cases

  • AI-Ready Repository Onboarding: Quickly generate structured documentation that helps AI agents like Claude or GitHub Copilot understand the architecture and rules of a new or legacy codebase.
  • Monorepo Context Management: Organize documentation across multiple apps, services, and packages to ensure AI agents access the most relevant local context for the specific file they are editing.
  • Standardizing Coding Conventions: Automatically document 'DO' and 'DON'T' patterns and JIT indexing commands to maintain high code quality and consistency across development teams.
  • Token Usage Optimization: Improve AI performance and reduce costs by replacing massive context dumps with concise, actionable guidance and efficient search patterns.
nameagents-md-generator
descriptionGenerate hierarchical AGENTS.md structures for codebases. Use when user asks to create AGENTS.md files, analyze codebase for AI agent documentation, set up AI-friendly project documentation, or generate context files for AI coding assistants. Triggers on "create AGENTS.md", "generate agents", "analyze codebase for AI", "AI documentation setup", "hierarchical agents".

AGENTS.md Generator

Generate hierarchical AGENTS.md structures optimized for AI coding agents with minimal token usage.

Core Principles

  1. Root AGENTS.md is LIGHTWEIGHT - Only universal guidance, links to sub-files (~100-200 lines max)
  2. Nearest-wins hierarchy - Agents read closest AGENTS.md to file being edited
  3. JIT indexing - Provide paths/globs/commands, NOT full content
  4. Token efficiency - Small, actionable guidance over encyclopedic docs
  5. Sub-folder files have MORE detail - Specific patterns, examples, commands

Workflow

Phase 1: Repository Analysis

Analyze and report:

  1. Repository type: Monorepo, multi-package, or simple?
  2. Tech stack: Languages, frameworks, key tools
  3. Major directories needing own AGENTS.md:
    • Apps (apps/web, apps/api, apps/mobile)
    • Services (services/auth, services/transcribe)
    • Packages (packages/ui, packages/shared)
    • Workers (workers/queue, workers/cron)
  4. Build system: pnpm/npm/yarn workspaces? Turborepo? Lerna?
  5. Testing setup: Jest, Vitest, Playwright, pytest?
  6. Key patterns: Organization, conventions, examples, anti-patterns

Present as structured map before generating files.

Phase 2: Root AGENTS.md

Create lightweight root (~100-200 lines):

# Project Name

## Project Snapshot
[3-5 lines: repo type, tech stack, note about sub-AGENTS.md files]

## Root Setup Commands
[5-10 lines: install, build all, typecheck all, test all]

## Universal Conventions
[5-10 lines: code style, commit format, branch strategy, PR requirements]

## Security & Secrets
[3-5 lines: never commit tokens, .env patterns, PII handling]

## JIT Index
### Package Structure
- Web UI: `apps/web/` -> [see apps/web/AGENTS.md](apps/web/AGENTS.md)
- API: `apps/api/` -> [see apps/api/AGENTS.md](apps/api/AGENTS.md)

### Quick Find Commands
- Search function: `rg -n "functionName" apps/** packages/**`
- Find component: `rg -n "export.*ComponentName" apps/web/src`
- Find API routes: `rg -n "export const (GET|POST)" apps/api`

## Definition of Done
[3-5 lines: what must pass before PR]

Phase 3: Sub-Folder AGENTS.md

For each major package, create detailed AGENTS.md:

# Package Name

## Package Identity
[2-3 lines: what it does, primary tech]

## Setup & Run
[5-10 lines: install, dev, build, test, lint commands]

## Patterns & Conventions
[10-20 lines - MOST IMPORTANT SECTION]
- File organization rules
- Naming conventions
- Examples with actual file paths:
  - DO: Use pattern from `src/components/Button.tsx`
  - DON'T: Class components like `src/legacy/OldButton.tsx`
  - Forms: Copy `src/components/forms/ContactForm.tsx`
  - API calls: See `src/hooks/useUser.ts`

## Key Files
[5-10 lines: important files to understand package]
- Auth: `src/auth/provider.tsx`
- API client: `src/lib/api.ts`
- Types: `src/types/index.ts`

## JIT Index Hints
[5-10 lines: search commands for this package]
- Find component: `rg -n "export function .*" src/components`
- Find hook: `rg -n "export const use" src/hooks`
- Find tests: `find . -name "*.test.ts"`

## Common Gotchas
[3-5 lines if applicable]
- "Auth requires NEXT_PUBLIC_ prefix for client-side"
- "Always use @/ imports for absolute paths"

## Pre-PR Checks
[2-3 lines: copy-paste command]
pnpm --filter @repo/web typecheck && pnpm --filter @repo/web test

Phase 4: Special Templates

Design System / UI Package

## Design System
- Components: `packages/ui/src/components/**`
- Use design tokens from `packages/ui/src/tokens.ts`
- Component gallery: `pnpm --filter @repo/ui storybook`
- Examples:
  - Buttons: `packages/ui/src/components/Button/Button.tsx`
  - Forms: `packages/ui/src/components/Input/Input.tsx`

Database / Data Layer

## Database
- ORM: Prisma / Drizzle / TypeORM
- Schema: `prisma/schema.prisma`
- Migrations: `pnpm db:migrate`
- Connection: via `src/lib/db.ts` singleton
- NEVER run migrations in tests

API / Backend Service

## API Patterns
- REST routes: `src/routes/**/*.ts`
- Auth middleware: `src/middleware/auth.ts`
- Validation: Zod schemas in `src/schemas/**`
- Errors: `ApiError` from `src/lib/errors.ts`
- Example: `src/routes/users/get.ts`

Testing

## Testing
- Unit: `*.test.ts` colocated
- Integration: `tests/integration/**`
- E2E: `tests/e2e/**` (Playwright)
- Single test: `pnpm test -- path/to/file.test.ts`
- Mocks: `src/test/mocks/**`

Output Format

Provide files in order:

  1. Analysis Summary
  2. Root AGENTS.md (complete)
  3. Each Sub-Folder AGENTS.md (with file path)

Format:

---
File: `AGENTS.md` (root)
---
[content]

---
File: `apps/web/AGENTS.md`
---
[content]

Quality Checklist

Before generating, verify:

  • Root AGENTS.md under 200 lines
  • Root links to all sub-AGENTS.md files
  • Each sub-file has concrete examples (actual paths)
  • Commands are copy-paste ready
  • No duplication between root and sub-files
  • JIT hints use actual patterns (ripgrep, find, glob)
  • Every "DO" has real file example
  • Every "DON'T" references real anti-pattern
  • Pre-PR checks are single commands