Turn raw GitHub commits into a ready-to-review pull request

Reads your commit history and automatically writes a clear, professional pull request title and description.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"called by another workflow"]:::trig s0["identify repo and branches"]:::task s1["fetch commit history"]:::task s2["AI summarizes commit intent"]:::task s3["create pull request"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"new pull request with AI description"/]:::out pay{{"consistent PR summaries without manual writing"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsDevOps & IT Operations
Connects
GitHubGoogle Gemini

The problem it solves

Writing a clean pull request description after a string of commits is tedious, so it often gets skipped or thrown together at the last minute. Reviewers then waste time figuring out what actually changed and why.

Who it fits

Fits a software team or agency that wants every pull request to have a consistent, readable summary without extra manual work.

How it works

  1. Triggers when called by another tool or workflow
  2. Identifies the repository, branch, and target branch involved
  3. Fetches all the commits on that branch
  4. AI reads the commit history and summarizes the intent behind the changes
  5. Creates a pull request on GitHub with a clear title and description
What you get

Pull request summaries ready for a final glance

Your commit history becomes a clear, professional pull request title and description, ready for your team to review.

What you get

A new GitHub pull request with an AI-written title and description.

What you need

A GitHub account with repository access and a Google Gemini API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

Related automations

Generate a README file for your GitHub repo with AI

Reads every file in your GitHub repo and writes a complete README for you automatically.

Advanced

Turn new GitHub issues into summarized Notion pages

A new GitHub issue gets an AI summary with action items and lands as a fully detailed page in your Notion dashboard.

Standard

Turn any article link into a published, SEO-optimized blog post

Turns any article link into a fully written, SEO-optimized blog post and publishes it straight to your website.

Advanced

Auto-generate README and LICENSE files for every GitHub repo

Checks every one of your GitHub repos daily and fills in missing README and LICENSE files with AI.

Advanced
Back to the AI Playbook