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[ARTICLE Β· art-17243] src=dev.to pub= topic=ai-tools verified=true sentiment=↑ positive

Stop Writing "fixed stuff": Automate Your Git Commits with Zero AI

A developer has released git-copilot, an open-source tool that automatically generates conventional commit messages from staged git diffs using heuristics rather than AI. The tool runs in under 100 milliseconds with zero dependencies, requires no API keys or internet connection, and is available via a single pip install command.

read3 min publishedMay 29, 2026

Every developer has been there. You finish coding, stage your changes, and then... blank. What do you call this commit?

"fixed stuff"

"updated"

"changes lol"

It's not your fault. Writing good commit messages is hard. You need to:

A good commit message takes 2+ minutes to write. Do that 5-10 times a day and you've wasted 15-30 minutes on... typing.

Approach Problem
git commit -m "wip"
Useless for history, code reviews, changelogs
Manual Conventional Commits Mentally taxing, easy to get wrong
AI-powered tools (aider , claude commit )
Requires API key, internet, costs money per commit, slow
Commitlint + prompts Still requires you to write the message

None of these are ideal. Either they're too slow, too expensive, or still require manual effort.

git-copilot reads your staged

git diff

and generates a

$ git add .
$ git-copilot gen
✨ feat(api): add user routes and controller
3 file(s), +124/-15 lines

The key difference from everything else:

βœ… Zero AI β€” No LLM, no API calls, no internet needed

βœ… Zero dependencies β€” Pure Python stdlib, works offline

βœ… Instant β€” Runs in <100ms, not 10 seconds

βœ… Free β€” Open source, MIT licensed

No machine learning. No pattern matching black box. Just smart heuristics:

File-type mapping: It knows what type of change a file represents:

If you changed It detects
src/*.py or src/*.js
feat (feature)
*_test.py or *.spec.js
test
README.md or docs/*
docs
Dockerfile or .github/*
ci
.css or .scss
style
config.yaml or .env
chore

Scope inference: It looks at the directory structure. Files in api/

β†’ scope: api

. Files in ui/

β†’ scope: ui

.

Smart description: It parses the diff to find function names, class names, and meaningful changes β€” then synthesizes a human-readable description.

$ git diff --cached
diff --git a/src/api/users.py b/src/api/users.py
+ def create_user(email, password):
+     return User(email=email, password=hash(password))
+ async def get_user_profile(user_id):
+     return await db.users.find_one({"_id": user_id})

$ git-copilot gen
✨ feat(api): add user CRUD operations with profile support
1 file(s), +28/-0 lines
git add .
git-copilot gen
git-copilot gen | git commit -F -

Add this to .git/hooks/prepare-commit-msg

:

#!/bin/bash
git-copilot gen > "$1"

Now every git commit

automatically gets a smart message.

Add to your keybindings.json

:

{
  "key": "ctrl+shift+c",
  "command": "workbench.action.terminal.sendSequence",
  "args": { "text": "git add . && git-copilot gen | git commit -F -\u000D" }
}

I've tried claude commit

, aider

, and GitHub Copilot's commit feature. They're impressive, but:

feat(api): add route

β€” a regex table is sufficient.git-copilot is the hotkey version β€” instant, private, and it never charges per commit.

pip install git-copilot

That's it. One command. No API keys, no config files, no Docker.

git-copilot --help

The CLI is free and open source forever. But if you want more firepower for your team, the Git Commit Copilot Pro Templates Pack adds:

Feature Free CLI Pro Pack
Auto-detect type & scope βœ… βœ…
Conventional Commits spec βœ… βœ…
Configurable type emojis βœ… βœ…
Custom commit templates for teams ❌ βœ…
Multi-line body & footer ❌ βœ…
CI/CD formatted output ❌ βœ…
Breaking change markers ❌ βœ…
Jira/Linear issue integration ❌ βœ…
Priority updates & new templates ❌ βœ…
Price
Free
$9.99

Your commit history is your project's diary β€” it should tell a coherent story, not scream "idk lol". git-copilot makes good commit messages effortless by removing the mental overhead.

No AI. No SaaS. No subscription. Just a smart little script that reads your code and tells you what changed.

⭐ Star on GitHub | πŸ’Ύ Install Now

P.S. If this resonates, check out the Pro Templates Pack β€” it's what I use for my own team.

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