AI Prompt Optimizer (Rewrites Your Prompt)
Turn a vague one-liner into a complete, well-structured prompt you can paste straight into ChatGPT, Claude, or Gemini. The optimizer rewrites your input into six labeled sections — Role, Context, Task, Constraints, Output Format, and few-shot Examples — applying prompt-engineering best practices: XML-style delimiters, outcome-first task framing, positive instructions, quantitative constraints, and grounding. Unlike the Improve My Prompt tool (which critiques your prompt against a checklist and returns feedback), this one hands you the finished, ready-to-use prompt. Built on Amazon Nova, daily-capped to stay free.
The 6-section structure it builds
- 01 Role — Who the model should act as — the persona and expertise it adopts.
- 02 Context — Background the model needs before it starts: audience, goal, constraints of the situation.
- 03 Task — The single, explicit thing to do — broken into steps when the work is multi-stage.
- 04 Constraints — Hard rules: tone, length, what to avoid, quantitative limits ('5 bullets', not 'a few').
- 05 Output Format — The exact shape of the answer — markdown, JSON, headed sections, etc.
- 06 Examples — One or two few-shot examples so the model locks onto the pattern for non-trivial tasks.
This complements Improve My Prompt rather than duplicating it: Improve My Prompt gives you a rule-by-rule critique of a prompt you already wrote, while Prompt Optimizer takes a rough idea and hands you a finished, structured prompt to paste straight into your model. Powered by Amazon Nova.
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About AI Prompt Optimizer (Rewrites Your Prompt)
Paste a rough prompt and get a structured, production-grade rewrite — Role, Context, Task, Constraints, Output Format, and Examples — tuned to best practices from Anthropic, OpenAI, and Google. Powered by Amazon Nova. This tool runs entirely in your browser — no data is sent to any server. Your content stays private and secure. MarkdownMe provides free, fast, and reliable Markdown tools for developers, writers, and anyone who works with Markdown.