Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    prompt polisher pro

    2

    Transforms vague, underperforming prompts into high-precision instructions using advanced engineering techniques.

    $5

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    prompt polisher pro

    prompt polisher pro

    Example session with this skill installed

    polish this prompt: write a product description for a new water bottle

    • Read your context and instructions
    • Compiled the prompt polisher pro

    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...

    Connects securely to your tools. The creator never sees your data.

    What you get

    Convert generic one-liners into structured role-based prompts.Generate strict templates to force the AI to follow rigid formatting.Create creative variations for brainstorming and open-ended ideation.Analyze and fix failing prompts with a detailed improvement changelog.

    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

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

      Free skills download straight away. Paid skills unlock right after purchase.

    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Fresh listing

    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 2 months ago

    • Passed all security checks, Safe to install

    Listed2 months ago

    What's inside

    Frequently Asked Questions