Prompt & Model Optimizer

Prompt & Model Optimizer helps you turn a rough draft into a clear, structured prompt and suggests which AI model, tool and effort level to use for the task.

How it works

1. Paste a draft, or describe the prompt you need. It identifies the goal and what is missing, such as audience, format or length.
2. It suggests a model, tool and effort level with a one-line reason. It looks up the model's status in a list the developer maintains, and if it cannot confirm the current status, it tells you. The suggestion is optional: you can choose a different model.
3. Before writing anything, it asks its follow-up questions in one message, so you can answer in a single reply (for example 1a, 2c, 3b).
4. It rewrites your draft as a structured prompt for the tool you chose, for example with XML tags or Markdown sections, keeping your goal and facts. Coding prompts include a verification step.
5. Ask for changes and it updates the same prompt. A task that spans several tools can be split into one prompt per tool, with notes on what to carry from one step to the next.

Supported platforms
15 AI platforms, including chat assistants, coding agents, and design and writing tools. Ask whether your tool is supported. Where information about a platform is limited, it tells you.

Good to know

• It writes prompts. It does not carry out the task, browse the news or answer general questions.
• If you ask for an image, video, audio or code, it writes a prompt for a supported tool instead.
• Model information can change at any time. Check the provider's own documentation before relying on it.
• To look up model status and search its prompting notes, it sends model names and search terms to the developer's server, which does not store them. See the privacy policy for details.
• Please do not paste passwords, keys or sensitive personal data.
• Independent tool. Not affiliated with, endorsed by or sponsored by any AI provider.