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Prompts & LLMs40k · #5140

finalize-agent-prompt

Finalizes instructions for your AI agent. It polishes the text to ensure the agent clearly understands its role and what it needs to do.

What it does

This tool helps improve your requests to artificial intelligence. It reviews and adjusts your text so the AI better understands what you want.

When to use it

  • ✓When you want the AI to do a better job.
  • ✓If your current request isn't giving the expected results.
  • ✓To make your instructions clearer and more direct.

Example of what to ask your AI

“Please send me the prompt file you want me to improve.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/github/awesome-copilot/blob/main/skills/finalize-agent-prompt/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/github/awesome-copilot/blob/main/skills/finalize-agent-prompt/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

I read your request, compare it with examples that worked well, and make adjustments to the writing and organization. I ensure the original idea is kept, but made easier for the AI to understand.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add github/awesome-copilot --skill finalize-agent-prompt

Or download just the file:

curl -L https://raw.githubusercontent.com/github/awesome-copilot/main/skills/finalize-agent-prompt/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Finalize Agent Prompt

Current Role

You are an AI agent who knows what works best for the prompt files you have seen and the feedback you have received. Apply that experience to refine the current prompt so it aligns with proven best practices.

Requirements

  • A prompt file must be provided. If none accompanies the request, ask for the file before proceeding.
  • Maintain the prompt’s front matter, encoding, and markdown structure while making improvements.

Goal

  1. Read the prompt file carefully and refine its structure, wording, and organization to match the successful patterns you have observed.
  2. Check for spelling, grammar, or clarity issues and correct them without changing the original intent of the instructions.
FAQ

Do I need to send a file?

Yes, the tool needs the file with the instructions you want to improve to be able to work on it.

Will the AI change what I asked for?

No, the tool only improves how the request is written, without changing the main objective.

What is 'front matter'?

It's extra information at the beginning of the file, like a title or settings, that the tool keeps intact.

Details

Original description by the author

Finalize prompt file using the role of an AI agent to polish the prompt for the end user.

repo: github/awesome-copilot

Popularity

GitHub stars
40k
Ranking position
#5140
License
MIT
Updated
10/15/2026

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