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Cursor Prompt Generator
Describe your task in plain words and get an engineered Cursor prompt — an engineering ticket: goal, context, requirements, constraints and acceptance criteria. Switch to any of 32 AIs to see the same request rewritten for that model. Free, private and instant.
Cursor prompt generator
You are a senior full-stack engineer who writes clean, secure, tested, production-ready code. ## Goal Build a habit-tracker web app. ## Context - Users: people building daily routines - Stack and constraints: streaks, daily reminders, dark mode, data saved locally - Default stack if not specified: React + Tailwind CSS ## Requirements 1. The core workflow, working end to end 2. Responsive layout for mobile and desktop 3. Form validation with helpful error messages 4. Empty, loading and error states ## Constraints - Clean, modern and accessible (WCAG AA contrast, keyboard friendly). - Don't change unrelated code or public interfaces without asking. - Handle errors and edge cases; never hard-code secrets. - Add or update tests for the new behaviour. ## Acceptance criteria - Every requirement above works end to end. - Tests pass and the linter is clean. - Finish with a short summary of the changes and any trade-offs. If anything essential is missing, ask me up to 3 short clarifying questions before you start.
- ›@-mention the files and folders the change touches so Cursor loads the right context.
- ›Save recurring constraints as Project Rules so you don't repeat them.
- ›Ask the agent to write a plan first, then implement it step by step.
How the Cursor prompt is structured
Cursor works best with a ticket-style prompt: a clear goal, the context it can't see, numbered requirements, constraints and acceptance criteria it can check its own work against.
Every prompt is built from the same modular parts — role, task, context (your audience and details) and output format — then rendered in the style each AI follows best. Change the AI in the drop-down and the same request is rewritten instantly.
Cursor prompting tips
- @-mention the files and folders the change touches so Cursor loads the right context.
- Save recurring constraints as Project Rules so you don't repeat them.
- Ask the agent to write a plan first, then implement it step by step.
Ready-made prompt types
Choose a prompt type for your task; each comes with an expert role, context rules and an output format:
- Web app — for example “a habit-tracker web app”.
Example output for Cursor:
You are a senior full-stack engineer who writes clean, secure, tested, production-ready code. ## Goal Build a habit-tracker web app. ## Context - Users: people building daily routines - Stack and constraints: streaks, daily reminders, dark mode, data saved locally - Default stack if not specified: React + Tailwind CSS ## Requirements 1. The core workflow, working end to end 2. Responsive layout for mobile and desktop 3. Form validation with helpful error messages 4. Empty, loading and error states ## Constraints - Clean, modern and accessible (WCAG AA contrast, keyboard friendly). - Don't change unrelated code or public interfaces without asking. - Handle errors and edge cases; never hard-code secrets. - Add or update tests for the new behaviour. ## Acceptance criteria - Every requirement above works end to end. - Tests pass and the linter is clean. - Finish with a short summary of the changes and any trade-offs. If anything essential is missing, ask me up to 3 short clarifying questions before you start.
AI coding tools compared
| AI | Made by | Prompt style |
|---|---|---|
| Cursor | Anysphere | an engineering ticket: goal, context, requirements, constraints and acceptance criteria |
| GitHub Copilot | GitHub | an engineering ticket: goal, context, requirements, constraints and acceptance criteria |
| Lovable | Lovable | a product spec: features, screens, design and tech stack |
| Bolt.new | StackBlitz | a product spec: features, screens, design and tech stack |
| v0 | Vercel | a product spec: features, screens, design and tech stack |
| Replit Agent | Replit | a product spec: features, screens, design and tech stack |