Prompt Engineer

Makes your repository "AI-native" so any coding agent (Claude Code, Cursor, Copilot, Gemini CLI, Codex) can understand and work with your codebase effectively.

How It Works

1. Analyze codebase patterns and conventions
2. Create AGENTS.md following the WHAT/WHY/HOW framework
3. Create .cursorrules with code style and framework patterns
4. Add directory-level READMEs for agent navigation

Key Principle

Source: HumanLayer - "Writing a good CLAUDE.md"

Claude Code injects CLAUDE.md with a system note: "this context may or may not be relevant to your tasks." This means agents WILL IGNORE instructions that aren't universally applicable. Only include information that's relevant to EVERY task.

Step-by-Step Procedure