Use when receiving messy, unstructured input like voice transcriptions, stream-of-consciousness notes, or rough document content that needs to be transformed into a polished, optimized prompt. Cleans up filler words, extracts intent, asks clarifying questions, applies Claude 4.x/Opus 4.5/Sonnet 4.5 best practices, and previews the polished prompt for approval before execution. Trigger phrases include "polish this", "clean this up", "turn this into a prompt", or when input is clearly rough/unstructured.
How to install prompt-polisher?
cnfjlhj/ai-collab-playbook/prompt-polisher
$npx -y skills add cnfjlhj/ai-collab-playbook --skill prompt-polisherInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/cnfjlhj/ai-collab-playbook" --skill "cnfjlhj/ai-collab-playbook/prompt-polisher"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/cnfjlhj/ai-collab-playbook" that are relevant to the current task. Run `npx skills add "https://github.com/cnfjlhj/ai-collab-playbook"` and select the relevant skills, then follow their instructions.
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