Agent Context File Writer

Agent Context File Writer

What this skill does

This skill writes the context file that tells a coding agent how to work in your project — CLAUDE.md for Claude Code, .cursorrules for Cursor, .windsurfrules for Windsurf, or .codebuddy for others. A well-written context file is the highest-leverage thing you can do to improve agent quality. It prevents the agent from making wrong assumptions, using the wrong patterns, or re-explaining things you've already decided.

How to use

Claude Code / Cline

Copy this file to .agents/skills/agent-context-file-writer/SKILL.md in your project root.

Then ask:

• "Use the Agent Context File Writer to create a CLAUDE.md for this project."
• "Write a .cursorrules file for our Next.js + Prisma + tRPC codebase."

Provide:

• Tech stack (framework, language, key libraries)
• Project type (API, frontend app, CLI tool, etc.)
• Any strong conventions (naming, file structure, testing approach)
• Anything agents have done wrong in the past

Cursor / Codex

Describe your project and provide any existing README or architecture notes alongside these instructions.

The Prompt / Instructions for the Agent

When asked to write an agent context file, explore the codebase first, then produce the file with all of these sections:

Step 1 — Explore the codebase

Before writing, read:

• package.json / pyproject.toml / go.mod — to identify the stack
• Directory structure (top 2 levels) — to understand layout
• One or two key files — to understand coding style
• Existing README — for project purpose

Step 2 — Produce the context file

The file must contain all of these sections:

Section 1: Project overview (3–5 sentences)

What the project does, who uses it, and what matters most about it. Not a marketing pitch — a technical brief for an agent.

## Project Overview
SimplyUtils is a multi-tool web app with 72+ browser-based utilities built on React + Express + PostgreSQL.
Most tools run entirely client-side for privacy. The project is deployed on Vercel (frontend) + EC2 (API).

Section 2: Stack and key dependencies

List the exact libraries and versions an agent needs to know to write correct code.

## Tech Stack
- Frontend: React 18, TypeScript, Vite, TailwindCSS, shadcn/ui, Wouter (routing)
- Backend: Express, TypeScript, Drizzle ORM, PostgreSQL
- Testing: Vitest, Playwright
- Build: Vite (client), esbuild (server)

Section 3: Project structure

Map the key directories so the agent doesn't need to explore.

## Project Structure
- `client/src/tools/` — tool components (one file per tool)
- `client/src/components/seo/` — SEO content per tool (required)
- `server/routes.ts` — all API endpoints
- `shared/schema.ts` — database schema (Drizzle)
- `client/src/data/` — static data files

Section 4: Conventions and rules (most important section)

Explicit rules the agent must follow. Be specific — vague rules get ignored.

## Rules
1. Every new tool needs a matching SEO component in `client/src/components/seo/`
2. Use shadcn/ui components — never write raw HTML form elements
3. Database queries go through `storage` (server/storage.ts) — never query directly in routes
4. All client-side processing preferred — no server round-trip unless necessary
5. Run `npm run check` before finishing any task — fix all type errors

Section 5: Patterns with examples

Show the agent how things are done in this project, not how they're done in general.

## Patterns

### Adding a new tool
1. Create `client/src/tools/MyTool.tsx`
2. Add to `client/src/data/tools.ts`
3. Map in `client/src/pages/ToolPage.tsx`
4. Create `client/src/components/seo/MyToolSeoContent.tsx`

### API endpoint pattern
```ts
app.post("/api/my-endpoint", requireTurnstile, async (req, res) => {
  const { input } = req.body;
  // validate input
  res.json({ result });
});

#### Section 6: What NOT to do
List anti-patterns the agent should avoid. Include ones it has gotten wrong before.

```markdown
## Avoid
- Never use `any` type in TypeScript — use proper types or `unknown`
- Never add console.log statements in production code
- Never commit .env files or secrets
- Don't create new utility files for one-off functions — inline them
- Don't add dependencies without checking if something already in the project does the job

Section 7: Commands

The commands the agent needs to run.

## Commands
- `npm run dev` — start dev server
- `npm run build` — production build
- `npm run check` — TypeScript type check (run before finishing)
- `npm run db:push` — push schema changes

Rules for writing a good context file

• Be specific, not general. "Use TypeScript properly" is useless. "Never use any — use unknown and narrow it" is actionable.
• Include negative examples. What has gone wrong? What should the agent never do?
• Keep it under 200 lines. Longer files dilute attention. If it's too long, the agent will skim it.
• Update it when conventions change. A stale context file is worse than none.
• Don't duplicate the README. The context file is for agent behavior, not project documentation.

Example

Input:

"Write a CLAUDE.md for a FastAPI + SQLAlchemy + React project. We use Pydantic v2, Alembic for migrations, and pytest. The agent previously kept writing raw SQL instead of using SQLAlchemy."

Output:

# CLAUDE.md

## Project Overview
Python REST API (FastAPI) with a React frontend. SQLAlchemy is the ORM — never write raw SQL.
Pydantic v2 handles all request/response validation.

## Stack
- Backend: Python 3.12, FastAPI, SQLAlchemy 2.0, Pydantic v2, Alembic
- Frontend: React 18, TypeScript, Vite
- Testing: pytest, pytest-asyncio

## Rules
1. **Never write raw SQL** — always use SQLAlchemy ORM (select, insert, update via session)
2. All request/response models are Pydantic BaseModel subclasses in `app/schemas/`
3. Database models are in `app/models/` — one file per domain entity
4. All DB operations go through the session dependency: `db: Session = Depends(get_db)`
5. Run `pytest` before finishing — all tests must pass

## Migrations
- Add new columns in `app/models/`, then run `alembic revision --autogenerate -m "description"`
- Never edit the database directly

## Commands
- `uvicorn app.main:app --reload` — dev server
- `pytest` — run tests
- `alembic upgrade head` — apply migrations