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Coding • Claude

AI Prompt to Write a Pull Request Description

Most people ask AI to “Write a PR description for my code change”—and wonder why the output is mediocre. Here's how to write a prompt that actually gets you what you want on the first try.

Last updated · By the Prompt Orange team

Before

“Write a PR description for my code change”

Too vague—AI has to guess what you want

After

“Write a pull request description for the following code change. Include: what this PR does (2 sentences), why it was needed, what approach was taken and why alternatives were rejected, how to test it, and any risks or follow-up work. Use bullet points for the testing and risk sections. Assume the reviewer is a senior engineer.”

Specific, clear, ready to use

Improve your own prompt

What makes the strong prompt better?

Asks for the 'why' not just the 'what', which is what reviewers actually need

Requesting rejected alternatives shows engineering judgment

Specifying reviewer level ensures appropriate technical depth

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Frequently asked questions

What is the best AI prompt to write a pull request description?

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A great prompt to write a pull request description is specific about the output you want. Use this template as a starting point: "Write a pull request description for the following code change. Include: what this PR does (2 sentences), why it was needed, what approach was taken and why alternatives were rejected, how to test it, and any risks or follow-up work. Use bullet points for the testing and risk ..." Adjust the specifics — audience, tone, length — to match your situation.

Which AI tool works best to write a pull request description?

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Claude handles this prompt well, but the same structure works in Claude, Gemini, and other modern LLMs. The reason it works isn't the tool — it's the level of context and constraint in the prompt itself.

Why does my AI a pull request description come out generic?

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Generic output almost always traces back to a vague prompt like "Write a PR description for my code change". To fix it: add audience, tone, length, examples to follow, and things to avoid. The strong prompt above shows each of those in action.

Can I use this prompt commercially?

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Yes — these are templates, not protected content. Adapt them freely for client work, internal use, or production tools. Output rights depend on the AI tool's terms (ChatGPT, Claude etc each set their own).

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