AI Prompt Templates
Copy-ready, structured prompt templates designed to keep AI coding assistants like Claude, GPT, and Gemini focused and high-performing.
Design a customized system instructions file that controls the behavior, formatting, and stack choices of an LLM.
Generate JavaScript or Python scripts to generate bulk mock data using libraries or SQL scripts.
Generate Vitest/Jest unit tests covering success, boundary, and error cases with mocked dependencies.
Automatically generate safe, TypeScript-typed CRUD functions for a given Prisma schema model.
Generate clean, type-safe Next.js Server Actions with Zod validation and structured result states.
Prompt Engineering
A structured prompt tells the AI how to act, what rules to follow, and what libraries to use. Avoid generic instructions and use templates to get 10x cleaner code.
- → Role & constraints set
- → Input validation defined
- → Avoid code hallucinations
Copying Tips
- Paste prompts in Composer mode
- Add your database models
- Verify generated file routes