Show HN: Git Auto Commit (GAC) – LLM-powered Git commit command line tool

56•merge-conflict•3mo ago

GAC is a tool I built to help users spend less time summing up what was done and more time building. It uses LLMs to generate contextual git commit messages from your code changes. And it can be a drop-in replacement for `git commit -m "..."`.

Example:

  feat(auth): add OAuth2 integration with GitHub and Google

  - Implement OAuth2 authentication flow

  - Add provider configuration for GitHub and Google

  - Create callback handler for token exchange

  - Update login UI with social auth buttons

Don't like it? Reroll with 'r', or type `r "focus on xyz"` and it rerolls the commit with your feedback.

You can try it out with uvx (no install):

  uvx gac init  # config wizard

  uvx gac

Note: `gac init` creates a .gac.env file in your home directory with your chosen provider, model, and API key.

Tech details:

14 providers - Supports local (Ollama & LM Studio) and cloud (OpenAI, Anthropic, Gemini, OpenRouter, Groq, Cerebras, Chutes, Fireworks, StreamLake, Synthetic, Together AI, & Z.ai (including their extremely cheap coding plans!)).

Three verbosity modes - Standard with bullets (default), one-liners (`-o`), or verbose (`-v`) with detailed Motivation/Architecture/Impact sections.

Secret detection - Scans for API keys, tokens, and credentials before committing. Has caught my API keys on a new project when I hadn't yet gitignored .env.

Flags - Automate common workflows:

  `gac -h "bug fix"` - pass hints to guide intent

  `gac -yo` - auto-accept the commit message in one-liner mode

  `gac -ayp` - stage all files, auto-accept the commit message, and push (yolo mode)

Would love to hear your feedback! Give it a try and let me know what you think! <3

GitHub: https://github.com/cellwebb/gac

Comments

acoliver•3mo ago

Oh nice. Man I hate filling out all that stuff. And getting the LLM to do it without freestyling and hallucinating is a pain. Kinda wish it were an MCP so I can shove it in my CLI or maybe the hooks for git...

merge-conflict•3mo ago

I'm considering making it optionally work as an MCP server!

seba_dos1•3mo ago

This misses the point of what a good commit message is so much that it could be a delightful satire.

jacobsenscott•3mo ago

Yeah - if these are better than your current commit messages, just don't write commit messages. Anyone can read the code.

acoliver•3mo ago

side-eye "anyone can read the code" -- usually the first words of someone who writes unreadable code. perl -e'$_=q/dk|jk`%fdk%w`da%qm`%fja`/;s/./chr(ord($&)^5)/seg;print'

jacobsenscott•3mo ago

Well, my point is AI won't produce a better commit message than just reading the code. So either write a good commit message or don't write a message at all. AI just produces step by step descriptions that are easily gleaned by skimming the code. In your case it would say

* "Add perl to print the string anyone gan zea tne gode" (I'm impressed gemini got that close tbh)

A human would write:

"Wrote obfuscated perl to see if anyone actually reads the PRs. If they don't my next PR will include an obfuscated shell injection script."

acoliver•3mo ago

pfth as if I'd use Gemini.

alwillis•3mo ago

Hate writing commit messages.

Just installed gac; they nailed the UI/UX.

And so far, it works quite well.

merge-conflict•3mo ago

Thank you! I used a combination of the questionary and click python libraries for the ui/ux.

avinash-iitb•3mo ago

I like that you’ve added secret detection and multi-provider support — that’s something most LLM commit tools miss. Have you benchmarked latency differences between local models (like Ollama) and OpenAI/Anthropic? Would be interesting to see a speed comparison.

adrianbooth17•3mo ago

Very neat little project, I look forward to trying this

Steeeve•3mo ago

Your scientists were so preoccupied with whether or not they could, they didn't stop to think if they should.

dang•3mo ago

Omit internet tropes.

https://news.ycombinator.com/newsguidelines.html

nicksergeant•3mo ago

Neat project. If you're looking for something simpler just to use w/ Claude Code, a simple call to "claude -p" can work: https://github.com/nicksergeant/dotfiles/blob/master/zshrc#L...

merge-conflict•3mo ago

Thanks! Can definitely do that, but GAC is faster than calling claude or another agent as they will take multiple api calls to look at git status, git diffs, etc. vs a single api call with GAC. Plus, GAC won't eat up your weekly limits! ;)

nicksergeant•3mo ago

Oh I just pipe the diff into the Claude prompt, so it's only the one call.

bigwheels•3mo ago

aicommit2 works great: https://github.com/tak-bro/aicommit2

Getting started is as easy as installing claude/codex/gemini: npm install -g aicommit2

I'm excited to give gac a try and see how it stacks up! The steering hints with gac might give it an edge.

martinohansen•3mo ago

I don’t get these kind of tools. A commit should be the why of a change, not a summary of what it is, anyone can either get that themselves or just read the code if they desire. What you can not get from the code is the _why_ which only you as the author can put.

nvartolomei•3mo ago

I do often ask Claude Code or Gemini CLI to write commits. I agree with you on why being important. Majority of these being bug fixes accompanied tests where the why is easily inferred from the change/newly added tests and their comments.

derwiki•3mo ago

I often start a change by having Cursor read the Slack thread (via MCP) that is motivating the change. In the same Cursor thread, after making the change, it has fairly good context on the _why_ and writes a helpful commit message.

therein•3mo ago

Very nice, the fewer neurons you use the better. In biology they call it use it and lose it if my memory serves me correctly.

Neurons that fire together, fry together.

pbh101•3mo ago

While I’m deeply skeptical of any attempt to define a commit message from the diff, if the context and motivation is truly captured in the Slack thread or other prior documents and available for summarization, then how many neurons are you really using on rewording what you already hashed out? Especially if someone would otherwise perhaps skip a message or write a poor one, this sounds like a great approach to get at least a first pass to further modify.

Ferret7446•3mo ago

There are plenty of commits that don't need an explanation like mechanical cleanups or refactoring. If your code is appropriately documented then an LLM can often extract the explanation too.

martinohansen•3mo ago

If there truly is no need for an explanation, the commit message is very short and won’t require any substantial effort on the author to write.

A fix often has a particular bug it’s addressed, the bug should be explained in the commit. A refactor has a reason, that needs to be explained as well.

I’m not saying LLMs can’t do this, but it needs the context and it’s rarely in the diff of the commit you will find that.

nsonha•3mo ago

That's a PR description. Commit messages describing why is pretty annoying and useless.

rwdf•3mo ago

"gac" is giving me PTSD flashbacks from having to deal with the "Global Assembly Cache" aeons ago.

ah27182•3mo ago

I've been using LMStudio to run a local LLM (Qwen3-4B) to generate commit messages using this command:

```

git diff --staged --diff-filter=ACMRTUXB | jq -Rs --arg prompt 'You are an assistant that writes concise, conventional commit messages. Always start with one of these verbs: feat, fix, chore, docs, style, refactor, test, perf. Write a short!! message describing the following diff:' '{model:"qwen/qwen3-4b-2507", input:($prompt + "\n\n" + .)}' | curl -s http://localhost:1234/v1/responses -H "Content-Type: application/json" -d @- | jq -r ".output[0].content[0].text"

```

cypriss9•3mo ago

There's three types of people: those who already write excellent commit messages explaining the why, those who write decent ones explaining the what, and those who write garbage commit messages. Empirically, the first set is small. This tool will help the middle type be more efficient, and help the last type drastically.

Well done OP.

glitch253•3mo ago

Hey all - disclaimer I'm one of Cell's friends and encouraged them to release their utility on Pypi for others. It quickly became one of my favorite tools that I use every day.

`git commit` is gone, `uvx gac` is in!

paulirish•3mo ago

Chiming in with my alternative, like others' but uses simonw's `llm`:

    git upstream-diff | llm --system-fragment cl-description.md

However, in practice, I notice the generated messages focus more on the what than the why. So it's rare I use them verbatim.

0x008•3mo ago

I like the lazycommit+lazygit combo.

https://github.com/m7medVision/lazycommit

bangaladore•3mo ago

> Automatic secret detection: Scans for API keys, passwords, and tokens before committing

Surely this is done on-device right? Or is the prompt asking the LLM if there are secrets in the changes.

Arguably I trust Github / Gitlab / etc more than OpenAI / Anthropic / etc

merge-conflict•3mo ago

The scanning is done on-device. I should've worded it better and said that it scans before any API calls. Too late to edit the post, unfortunately.

ClimaxGravely•3mo ago

Maybe it's because these days I use perforce more than git but I tend to find myself writing 80% of my commit message before I write any code and touch it up a little at the end.

torqu3e•3mo ago

Here's the 20 line bash version I whipped up a while back cuz yes lazy about writing good commit messages.

Supports claude and gemini with model selection and goes into the githook such that when you type `git commit` it invokes and generates the message.

https://gist.github.com/torqu3e/c08f4aa4e80fba66dce6c35d63dd...

AnicetN•3mo ago

That's very cool! I actually built a Claude Code Web alternative* over the last few months and made my own auto-commit solution for it. I reckon though having the prompt is what helps me and the agent generate relevant prompt messages that can explain the why. Anyway even a average commit message is way better than none

*ariana.dev

Tiny C Compiler

SectorC: A C Compiler in 512 bytes

Speed up responses with fast mode

Brookhaven Lab's RHIC concludes 25-year run with final collisions

The F Word

You Are Here

Software factories and the agentic moment

OpenCiv3: Open-source, cross-platform reimagining of Civilization III

Hoot: Scheme on WebAssembly

Stories from 25 Years of Software Development

FDA intends to take action against non-FDA-approved GLP-1 drugs

First Proof

Show HN: A luma dependent chroma compression algorithm (image compression)

Show HN: Browser based state machine simulator and visualizer

Vocal Guide – belt sing without killing yourself

Al Lowe on model trains, funny deaths and working with Disney

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

Start all of your commands with a comma (2009)

I write games in C (yes, C) (2016)

The AI boom is causing shortages everywhere else

Microsoft account bugs locked me out of Notepad – Are thin clients ruining PCs?

Reinforcement Learning from Human Feedback

Selection rather than prediction

72M Points of Interest

Unseen Footage of Atari Battlezone Arcade Cabinet Production

Coding agents have replaced every framework I used

A Fresh Look at IBM 3270 Information Display System

France's homegrown open source online office suite

Where did all the starships go?

Learning from context is harder than we thought

Tiny C Compiler

SectorC: A C Compiler in 512 bytes

Speed up responses with fast mode

Brookhaven Lab's RHIC concludes 25-year run with final collisions

The F Word

You Are Here

Software factories and the agentic moment

OpenCiv3: Open-source, cross-platform reimagining of Civilization III

Hoot: Scheme on WebAssembly

Stories from 25 Years of Software Development

FDA intends to take action against non-FDA-approved GLP-1 drugs

First Proof

Show HN: A luma dependent chroma compression algorithm (image compression)

Show HN: Browser based state machine simulator and visualizer

Vocal Guide – belt sing without killing yourself

Al Lowe on model trains, funny deaths and working with Disney

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

Start all of your commands with a comma (2009)

I write games in C (yes, C) (2016)

The AI boom is causing shortages everywhere else

Microsoft account bugs locked me out of Notepad – Are thin clients ruining PCs?

Reinforcement Learning from Human Feedback

Selection rather than prediction

72M Points of Interest

Unseen Footage of Atari Battlezone Arcade Cabinet Production

Coding agents have replaced every framework I used

A Fresh Look at IBM 3270 Information Display System

France's homegrown open source online office suite

Where did all the starships go?

Learning from context is harder than we thought

Show HN: Git Auto Commit (GAC) – LLM-powered Git commit command line tool

Comments