What is a .cursorrules file?

.cursorrules: A configuration file stored in the root of a repository that acts as the "Standard Operating Procedure" for AI assistants. It ensures that every AI-generated line of code follows the team's specific architectural patterns, styling rules, and security constraints.

Why It Matters for Clean Vibe

Without a .cursorrules (or similar tool-specific instructions), every AI interaction is a "Vibe Session." The AI guesses your patterns based on context, leading to Style Drift and Architectural Debt. A rules file turns "Vibes" into "Standards."

Anatomy of a Clean Vibe Rules File

A well-structured rules file (detailed in Chapter 4) includes:

  1. Architectural Guardrails: "We use Tailwind, not CSS-in-JS. We use Redux for state, not Context."
  2. Security Requirements: "Always use prepared statements. Never log PII."
  3. Agent Boundaries: "Forbidden: /server/config/, .env. Stop at checkpoints for any database schema changes."
  4. Style Preferences: "Use functional components. Prefer async/await over promises."

Example Rule

# Rule: Error Handling
- Never use empty catch blocks.
- All API errors must be logged to our internal logger.
- Surface a user-friendly message via the Toast component.

Statistics

1/4
debt accumulated with rules
Source: Ch 14
70%
reduction in Style Drift
Source: Research

Scaling with Teams

In Chapter 16: Clean Teams, we recommend version-controlling your .cursorrules. This ensures that every developer on the team—no matter which AI model they use—is working within the same engineering framework.

Related Terms

Book Reference

  • Chapter 4: The Power of Rules — the pros and cons of instruction files.
  • Chapter 14: Clean Agents — how to use rules to implement boundaries.
  • Appendix C: Ready-to-use templates for .cursorrules.

Turn AI 'vibes' into team standards