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AI prompts with example results

Read the full prompt, see an example of what it returns, then copy it into Claude, Cursor, or Codex.

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A starting point, sorted by purpose
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Prompt

Review a Hono API

Trace API inputs, database queries, and error paths through a focused backend review.

Example result

Request boundaries: identify validated and unvalidated inputs.

Code quality
Prompt

Explore a database schema

Use a schema-first, read-only workflow before asking an AI assistant to query data.

Example result

Relevant tables: list the tables inspected.

Databases
Prompt

Plan a product launch animation

Turn a product brief into a timed storyboard and a rendering plan.

Example result

0–2 seconds: name the product and the task it helps with.

Visuals & motion
Prompt

Review a landing page

Review a landing page for layout, contrast, responsiveness, and usable controls.

Example result

Priority issues: describe each issue and its location.

Web design
Prompt

Review AI-written tests

Check whether tests would fail when the behavior they cover breaks.

Example result

Behavior under test: state the intended outcome.

Code quality

How to use these prompts

Each prompt is written for one job, such as reviewing an API or planning a launch animation. Replace the parts in brackets with your own details, then paste the prompt into your assistant.

Example results show the kind of answer to expect. Each one is labeled, and illustrative examples are not recorded runs. Your results depend on the model, your files, and the details you add.

How to get a better result

  • Give it your real context. Paste the code, schema, or page the prompt asks for.
  • Keep the structure. The steps and output format in each prompt make the answer easy to check.
  • Ask for changes in the same chat. Follow-up messages refine a result faster than starting over.

Common questions

Which assistant should I use?

The prompts are plain text, so they work in Claude, Cursor, Codex, and other chat assistants. Prompts that read files work best in an assistant that can open your project.