Agents Md

AGENTS.md is a README for AI agents: a dedicated place to provide context and instructions to help AI coding agents work effectively on a project.

Important: Keep It Minimal

Key principle: Include only what agents cannot infer from the codebase itself. Redundant documentation is harmful—agents already read files, search code, and understand common patterns.

When to Create/Update

• Create: When the project has non-obvious tooling, specific commands, or critical boundaries agents must know
• Update: When commands change, new critical constraints are added, or tooling requirements evolve
• Omit: If your repository has standard structure and common tooling (React, Python, etc.) that agents already understand

What to Include

Focus only on information agents cannot discover themselves:

1. Essential Commands (Required)

Specific commands with full flags. Include only if non-standard or critical.

## Commands

- Install: `pnpm install`
- Dev: `pnpm dev --port 3000`
- Test: `pnpm test --coverage`
- Build: `pnpm build`

Skip this section if using standard commands (e.g., npm install, npm test).

2. Tooling Requirements (If Non-Standard)

Specify tools agents should use. Research shows agents DO follow specific tool instructions (e.g., uv usage increases 1.6x when mentioned).

## Tooling

- Use `uv` for Python dependency management
- Use `ruff` for linting (not flake8)
- Use `just` for task running (not Make)

Only include if different from defaults agents would assume.

3. Boundaries (Critical)

What agents must NEVER do. This is the highest-value content.

## Boundaries

- Never commit secrets, API keys, or `.env` files
- Never modify `vendor/`, `node_modules/`, or lock files
- Never remove failing tests—fix or ask first
- Ask before changing database schemas

Always include this section. It prevents costly mistakes.

4. Project-Specific Patterns (If Unusual)

Only document patterns that differ from standard conventions in your stack.

## Patterns

- Use functional React components, not classes
- Place tests in `__tests__/` folders (not `.test.ts` files)
- Import order: React, third-party, `@/`, relative

Skip if following standard conventions for your framework/language.

What to Avoid

Based on research findings, do NOT include:

❌ Codebase Overviews

Research shows "context files do not provide effective overviews"—agents don't discover files faster with overviews present. They already search and explore code effectively.

Don't write:

## Overview

This is a React application with a component-based architecture...

❌ Comprehensive Structure Documentation

Listing every directory is redundant. Agents can explore the filesystem.

Don't write:

## Structure

- `src/components/` - React components
- `src/hooks/` - Custom hooks
- `src/utils/` - Utility functions

❌ Obvious Style Guidelines

Agents already know common patterns (camelCase, functional components, etc.).

Don't write:

## Code Style

- Use camelCase for functions
- Use PascalCase for components
- Prefer const over let

❌ Verbose Explanations

Code examples are clearer than paragraphs. One snippet beats three paragraphs.

Prefer:

## Commands

- Test: `pytest -xvs tests/`

Over:

## Testing

To run tests, use the pytest command. This will discover all tests in the tests directory and execute them with verbose output and fail-fast behavior...

Workflow

1. Check if needed: Does the repo have non-obvious tooling or critical constraints?
2. If yes, create minimal file: Include only Commands (if non-standard), Tooling (if non-standard), Boundaries (always), and Patterns (if unusual)
3. If updating existing: Remove redundant sections, keep only high-value content
4. Validate: Ensure every line provides information agents cannot infer

Examples

Good: Minimal and Specific

# AGENTS.md

## Commands

- Install: `uv pip install -e ".[dev]"`
- Dev: `uvicorn app.main:app --reload --port 8000`
- Test: `pytest -xvs`
- Lint: `ruff check --fix .`

## Tooling

- Use `uv` for dependencies (not pip)
- Use `ruff` for linting and formatting

## Boundaries

- Never commit `.env` files
- Never modify `alembic/versions/` after merge
- Ask before schema changes

Bad: Redundant and Verbose

# AGENTS.md

## Overview

This is a FastAPI backend application with SQLAlchemy ORM.

## Tech Stack

- Python 3.12
- FastAPI 0.109
- SQLAlchemy 2.0
- PostgreSQL

## Structure

- `app/` - Application code
  - `api/` - Route handlers
  - `models/` - SQLAlchemy models
- `tests/` - Test files

## Code Style

- Use type hints on all functions
- Write docstrings for public functions
- Use async where possible

## Commands

- Install: `pip install -e ".[dev]"`
- Dev: `uvicorn app.main:app --reload`
- Test: `pytest`

Why it's bad: Stack and structure are discoverable from files. Style guidelines are standard Python practices. Overview is unnecessary.

Monorepos

For monorepos, place minimal AGENTS.md files at subproject roots:

repo/
├── AGENTS.md (root - only if repo-wide constraints exist)
├── packages/
│   ├── api/
│   │   └── AGENTS.md (API-specific tooling/boundaries)
│   └── web/
│       └── AGENTS.md (web-specific tooling/boundaries)

Keep each file focused on what differs from defaults.

References

• Best practices and anti-patterns: See references/best-practices.md
• Real-world examples: See references/examples.md