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AI coding prompt generator

Turn a coding task into a prompt an AI agent can execute safely

Build a structured coding prompt for ChatGPT, Claude Code, Cursor, Codex, Copilot, or another AI coding tool with repository discovery, scope boundaries, tests, and a clear finish line.

Add your details, then open the full builder to shape a structured brief.

No signup required. Review the brief before using it.

Build my brief

The coding-focused starting points add repository discovery, scope boundaries, verification, and explicit non-goals before an AI agent edits anything.

What changes

A useful brief makes the missing decisions visible.

  • Requires repository discovery
  • Protects existing behavior
  • Turns completion into verifiable checks

Example output

AI coding brief

Task: add pagination to the existing admin users table while preserving current filters and mobile usability.

Inspect first:
- the table component and current data-fetching path
- filter state, URL state, and server-side authorization
- existing pagination or list patterns in the repository

Implement:
- a stable page-size and page-navigation model
- filter state that survives page changes
- loading, empty, invalid-page, and error states
- a mobile layout that does not introduce horizontal scrolling

Do not:
- change who can access the table
- replace the existing filter behavior
- add a new dependency before checking repository patterns

Done when:
- first, middle, last, empty, and invalid-page states are covered
- desktop and narrow mobile layouts work
- the build passes and the changed files are summarized

Practical guide

What makes this brief useful

Coding prompts work when they behave like a small engineering handoff. The agent should know what to inspect before editing, what it must not change, and what evidence proves the task is finished.

Good fit for

  • Small features in an existing codebase
  • Bug fixes and regression work
  • UI or API changes that need tests and rollout checks

Before you run it

  • Name the user-visible outcome.
  • Ask the agent to inspect current patterns first.
  • List non-goals and security boundaries.
  • Require tests, build checks, and a changed-files summary.

Using this prompt generator

Is this AI coding prompt generator free to use?

Yes. You can start with the example, replace it with your own request, and build a structured brief without creating an account.

Which AI tools can I use this prompt with?

The resulting brief is designed to be pasted into the AI tool you already use, including chat assistants, coding agents, research engines, image generators, and video models. Adjust the target model in Promptify when model-specific wording is useful.

What should I include for the best result?

Start with the outcome you want, then include relevant context, hard constraints, and what a finished result must contain.

Related starting points

Every example opens the same Promptify builder with a different starting point.

Bring your real task.

Promptify is free to try and does not require an account.

Start with this tool