Prompt Master
A Claude skill that writes precise, optimized prompts for other AI tools by detecting the target tool, extracting nine dimensions of intent, and asking a few clarifying questions before applying a matching prompt structure.
Prompt Master is a skill for Claude that writes prompts for other AI tools, aiming to reduce the wasted attempts that come from vague first drafts. It works with tools including ChatGPT, Codex, Grok, Gemini, Cursor, Claude Code, GitHub Copilot, Windsurf and a range of image, video and audio generation tools.
On each request it runs a fixed pipeline: it detects which AI system the prompt is meant for and routes to the matching approach, extracts nine dimensions of intent covering the task, input, output, constraints, context, audience, memory, success criteria and examples, asks at most three targeted clarifying questions only when critical information is missing, and then applies the prompt structure suited to the detected tool.
It installs by uploading the repository as a skill in Claude.ai, or by cloning it directly into the Claude Code skills directory, and can be invoked either by describing what is needed in plain language or by naming it explicitly.