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/prompt-polisher

Use when the user explicitly wants rough notes, voice transcription, or stream-of-consciousness instructions rewritten into a clean reusable prompt for another model or for later execution. Do not use this just because the input is messy; use input-triage when the job is to

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From plugin
ai-collab-playbook
45622 skills
Install
$ npx -y skills add cnfjlhj/ai-collab-playbook --skill prompt-polisher --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/prompt-polisher

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when the user explicitly wants rough notes, voice transcription, or stream-of-consciousness instructions rewritten into a clean reusable prompt for another model or for later execution. Do not use this just because the input is messy; use input-triage when the job is to

SKILL.md

prompt-polisher.SKILL.md
name: prompt-polisher
description: "Use when the user explicitly wants rough notes, voice transcription, or stream-of-consciousness instructions rewritten into a clean reusable prompt for another model or for later execution. Do not use this just because the input is messy; use input-triage when the job is to separate goals, claims, and options."

Prompt Polisher

Overview

This skill turns rough instruction material into a prompt artifact. It is for prompt rewriting, not for general requirement discovery or mixed-signal task triage.

Use it when the user wants a better prompt as the output. If the real need is to understand a messy request before acting, route to the more general triage skill first.

Rules

  • Trigger only when the user explicitly wants prompt polishing, prompt cleanup, or prompt preparation.
  • Preserve the user's real task, constraints, and tone instead of inflating the prompt.
  • Ask only the minimum clarification needed if a missing detail would materially weaken the rewritten prompt.
  • Preview the polished prompt before execution unless the user clearly wants rewrite-and-run in one motion.
  • Keep the output reusable and concise; do not add model-specific padding unless the target model matters.
  • If the input is already clear enough to execute directly, say so instead of forcing a rewrite.

When to Use

Use when:

  • the user says "polish this," "clean this up," or "turn this into a prompt"
  • rough notes or voice-style text should become a reusable prompt artifact
  • the user wants the same instructions packaged for Claude, Codex, or another model
  • the main deliverable is the improved prompt itself

Do not use when:

  • the user wants the task executed directly rather than rewritten as a prompt
  • the job is to sort goals, observations, claims, and proposed fixes
  • brainstorming or planning is still needed before a prompt can be meaningfully written
  • the input is already clear enough and no prompt artifact is needed

References

  • Guidance: `reference.md`
  • Examples: `examples.md`

Output Pattern

  • cleaned source intent
  • polished prompt
  • optional short note on what changed or what still needs clarification
Read more
Ships withai-collab-playbook

Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills.

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