Works with the AI tools you already use
prompt polisher pro
Transforms vague, underperforming prompts into high-precision instructions using advanced engineering techniques.
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See it in action
You say
polish this prompt: write a product description for a new water bottle
Your agent does
Rebuilt Prompt: ``` You are a conversion-focused e-commerce copywriter. Context: Writing for a premium, eco-conscious audience. Constraints: Max 150 words. No "game-changer" or "cutting-edge". Format: 1-sentence hook, 3 bulleted benefits, 1 CTA. ``` Changelog: - Added role: Experts convert better...
What you get
About this skill
Most prompts underperform because they're vague — no role, no context, no constraints, no example. You end up rerunning and tweaking instead of getting what you wanted the first time. What it does - Rebuilds a rough prompt using five techniques: role assignment, context loading, explicit constraints, output-format spec, and a worked example - Turns a one-line ask into a structured, repeatable prompt - Can run the polished version so you see the result right away - Works for any model or task Why it beats prompting yourself Knowing a prompt is weak and knowing how to fix it are two different skills. This bakes in the techniques prompt engineers use, so you don't have to remember them every time. Use cases - Fixing a prompt that keeps giving mediocre output - Turning a quick idea into a reusable, shareable prompt - Standardizing prompts across a team or workflow - Learning what makes a prompt work by seeing the rebuild
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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