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.
Optimize an existing prompt template by adding variables, constraints, and structural guidance for better AI responses.
Generate JavaScript or Python scripts to generate bulk mock data using libraries or SQL scripts.
Analyze react dependency arrays and state setters that cause rendering loops, and resolve them.
Generate Vitest/Jest unit tests covering success, boundary, and error cases with mocked dependencies.
Identify N+1 queries, missing indexes, and unoptimized join operations to speed up database queries.
Produce a high-conversion SaaS landing page with hero, features, testimonials, and FAQ sections.
Deconstruct complex compilation, runtime, or bundler error messages into layman explanations and steps to fix.
Implement a secure Next.js API Route / Server Action to handle Stripe customer subscriptions and payments.
Fix alignment, wrapping, and overflow issues across different breakpoints in Tailwind CSS.
Automatically generate safe, TypeScript-typed CRUD functions for a given Prisma schema model.
Perform a security inspection on code snippets to detect SQL injections, XSS, and authorization bypasses.
Generate clean API schemas, HTTP methods, response shapes, and database relationship guidelines for a new feature.
Generate clean, type-safe Next.js Server Actions with Zod validation and structured result states.
Translate copy or design requirements into structured HTML/React with semantic tags and Tailwind styling.
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