Drowning in Pull Requests? Automate Your GitHub Workflow with Gemini CLI

Drowning in Pull Requests? Automate Your GitHub Workflow with Gemini CLI

Ever had to bulk update GitHub issues and PRs? It’s a lot of clicking - or looking up syntax for the GitHub CLI. But what if you could manage this entire chore with a simple conversation, written in plain English? With Gemini CLI, you can. 

What is Gemini CLI

Gemini CLI is an open-source AI agent that brings the power of Gemini directly into your terminal. It provides lightweight access to Gemini, giving you the most direct path from prompt to model. While it excels at coding, Gemini CLI can do much more. It’s a versatile, local utility you can use for a wide range of tasks, from content generation and problem solving to deep research and task management.

Example: Using Gemini CLI for GitHub tasks

Let's walk through how to turn a tedious cleanup task into a simple conversation with Gemini CLI.

Scenario: Your repository has a dozen open PRs that are essentially noise. They don't add real value and need to be closed.

1. Define Your Goal in Plain English Instead of mapping out a series of manual steps, simply state your objective. Your goal is to "close all the spammy pull requests that don't make real changes."

2. Issue the Command to Gemini CLI Open your terminal with Gemini CLI installed and connected to your tools. Now, give it the instruction just as you thought of it:

Please close all PRs that look like spam, such as just adding a comment or changing formatting. Use the GitHub CLI.

3. Watch the Automation Unfold This is where the magic happens. You can sit back while the AI takes over:

  • Interpretation: The Gemini CLI parses your request and understands the intent behind "spammy PRs" and "changing formatting."
  • Planning: It determines the best tool for the job is the GitHub CLI (gh) and formulates a multi-step plan. First, it will list the open PRs to analyze them. Then, it will create a command to close each PR that matches the criteria.
  • Execution: It begins executing the gh commands directly in your terminal, closing each targeted pull request one by one with an appropriate comment like "Closing as spam."

The result? A clean repository, accomplished in seconds. You’ve successfully offloaded a repetitive, ten-minute task to Gemini CLI and can get back to focusing on meaningful code.

The Payoff: More Than Just Time Saved

Integrating AI into your command line isn't just a novelty; it's a fundamental improvement to your workflow that offers compounding benefits:

  • Reclaim Your Focus: By automating mundane tasks, you reduce cognitive load and save your mental energy for complex problem-solving.
  • Boost Your Efficiency: Staying in the terminal eliminates the constant context-switching between your code editor and a web UI, keeping you in a state of flow.
  • Empower Your Entire Team: This approach makes powerful automation accessible to everyone, regardless of their comfort level with complex command-line syntax. Anyone can state a goal in plain English.

The future of developer productivity lies in this seamless collaboration between human intent and machine execution. What repetitive task in your workflow will you automate first?

That’s a major game-changer! :)

Like
Reply

Many of us have been waiting for this 😆

The pain is real! Thanks for sharing these great tips for managing open source projects with the Gemini CLI.

To view or add a comment, sign in

More articles by Franziska Hinkelmann, Ph.D.

Others also viewed

Explore content categories