---
title: "Prompt Optimizer - Air Market"
description: "You know what you want to ask an AI chat but the way you have written it is vague or rambling. This takes your rough draft or a description of the task and returns a single finished prompt in a code…"
canonical: "https://airmarket.ai/app/prompt-optimizer"
---

[Air Market](/) / [Productivity](/category/productivity) / Prompt Optimizer

Skill by [GitHub](/@github)

# Prompt Optimizer

Turn a half-formed idea into a prompt you can send as-is

## What this does

You know what you want to ask an AI chat but the way you have written it is vague or rambling. This takes your rough draft or a description of the task and returns a single finished prompt in a code block that you copy and send unchanged. Reach for it when you would rather get the asking right than keep rephrasing.

### Top 3 things it does for you

- Rewrite a rough prompt into a finished one
- Turn a task description into something sendable
- Sharpen a draft prompt before you use it

## Information

**Prompt Optimizer at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [GitHub](/@github) |
| Category | [Productivity](/category/productivity) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 19 KB |
| Licence | MIT |
| Repository | [github/awesome-copilot](https://github.com/github/awesome-copilot/tree/97cc3f24602b6431b82dbce2afec7a1f3611664f/skills/prompt-optimizer) |
| GitHub stars | 38,187 (as of Nov 2026) |
| Installs | 532, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Prompt Optimizer and flagged nothing. AIR's verdict: **safe**.

**What Prompt Optimizer's check was run against**

|  |  |
| --- | --- |
| Commit | 97cc3f24602b6431b82dbce2afec7a1f3611664f |
| Content hash | ab6d02a9618d6dcae2644d71908c5a8103677bb0f4968057f62ea8d082ec7e78 |
| Files read | [Browse the files at this exact commit](https://github.com/github/awesome-copilot/blob/97cc3f24602b6431b82dbce2afec7a1f3611664f/skills/prompt-optimizer/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Prompt Optimizer](/security/prompt-optimizer)

## About Prompt Optimizer

Takes a rough prompt, a half-formed idea, or a task description and turns it into a finished prompt for use in a chat interface rather than through an API.

It applies when you want to write, rewrite, optimize, improve, sharpen, or polish a prompt, when you paste a draft and ask for improvements, or when you describe a task you plan to send to a model and clearly want a reusable, well-structured prompt back rather than a direct answer.

The result is always a single copy-pasteable prompt in a code block, meant to be sent as-is, never a template with placeholders left for you to fill in.

## What's inside

- SKILL.md - instructions

## Questions

### Is Prompt Optimizer safe to install?

AIR scanned this exact version of Prompt Optimizer and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 97cc3f24602b, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/prompt-optimizer.

### How do I install Prompt Optimizer?

Open https://airmarket.ai/app/prompt-optimizer on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/github/awesome-copilot/tree/97cc3f24602b6431b82dbce2afec7a1f3611664f/skills/prompt-optimizer. Install from that link, not the branch.

## Related on Air Market

- [More Productivity listings](/category/productivity)
- [Everything by GitHub](/@github)

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Canonical URL: <https://airmarket.ai/app/prompt-optimizer>