AI-powered git commit message generator using Claude and other LLMs via OpenAI-compatible APIs
Project description
LLM-powered git commit message generator
Generates conventional commits from git diffs using Claude AI or any OpenAI-compatible API.
Automatic changelog maintenance, multi-commit composition, and full history rewriting.
Features
- Conventional commits — Generates properly formatted commit messages with type, scope, and past-tense summary (≤72 chars)
- Automatic changelogs — Maintains
CHANGELOG.mdfollowing Keep a Changelog format with monorepo support - Compose mode — Splits large staged changes into multiple logical atomic commits
- Rewrite mode — Converts entire git history to conventional commits (with automatic backup)
- Map-reduce analysis — Parallel per-file analysis for large commits without truncation
- Any LLM provider — Works with Anthropic, OpenAI, OpenRouter, or any OpenAI-compatible API
Quick Start
# Install
uv tool install lgit-cli
# Configure (pick one)
export LLM_GIT_API_KEY=your_anthropic_key # Direct Anthropic
export LLM_GIT_API_URL=https://openrouter.ai/api/v1 # OpenRouter
litellm --port 4000 # Local proxy (default)
# Use
git add .
lgit # Analyze, update changelog, commit
lgit --dry-run # Preview without committing
lgit --compose # Split into multiple commits
Usage
Basic Commands
lgit # Analyze staged changes and commit
lgit --dry-run # Preview message without committing
lgit --copy # Copy message to clipboard
lgit -p # Commit and push
lgit -S # GPG sign the commit
lgit -s # Add Signed-off-by trailer
lgit --amend # Amend the previous commit
lgit > msg.txt # Save raw message to file (auto-detected pipe mode)
lgit --dry-run | git commit -F - # Generate message and commit with custom git flags
# Modes
lgit --mode=unstaged # Preview unstaged changes (no commit)
lgit --mode=commit --target=HEAD~1 # Analyze a specific commit
# Models
lgit -m opus # Use Opus for analysis (more capable)
lgit -m sonnet # Use Sonnet (default)
# Context
lgit Fixed regression from PR #123 # Add context via trailing text
lgit --fixes 123 456 # Add "Fixes #123, #456" to body
lgit --breaking # Mark as breaking change
Compose Mode
Split staged changes into multiple logical commits:
lgit --compose # Propose and create atomic commits
lgit --compose --compose-preview # Preview splits without committing
lgit --compose --compose-max-commits 5
lgit --compose --compose-test-after-each
Rewrite Mode
Convert repository history to conventional commits:
lgit --rewrite # Rewrite full history (creates backup)
lgit --rewrite --rewrite-preview 10 # Preview first 10 commits
lgit --rewrite --rewrite-dry-run # Show all changes without applying
lgit --rewrite --rewrite-start main~50 # Rewrite last 50 commits only
lgit --rewrite --rewrite-parallel 20 # 20 concurrent API calls
Profiling Trace
Write detailed tracing spans and HTTP timing events to a JSONL file:
lgit --trace-output /tmp/lgit-profile.jsonl --dry-run
LLM_GIT_TRACE_FILE=/tmp/lgit-profile.jsonl lgit --compose
Each span close event includes busy/idle timing from tracing-subscriber; API events also record TTFT, total response time, status, and response size.
Automatic Changelog
lgit automatically maintains CHANGELOG.md files when committing:
- Auto-detection — Finds all
CHANGELOG.mdfiles in your repository - Monorepo support — Routes changes to the correct changelog based on file paths
- Deduplication — Skips entries semantically similar to existing ones
- Category mapping — Maps commit types to sections (Added, Fixed, Changed, etc.)
project/
├── CHANGELOG.md ← covers: src/, docs/
├── packages/
│ ├── core/
│ │ └── CHANGELOG.md ← covers: packages/core/**
│ └── cli/
│ └── CHANGELOG.md ← covers: packages/cli/**
Disable with --no-changelog or changelog_enabled = false in config.
Configuration
Create ~/.config/llm-git/config.toml:
# API
api_base_url = "http://localhost:4000" # Default: LiteLLM proxy
api_key = "sk-..." # Or use LLM_GIT_API_KEY env var
# Model
analysis_model = "claude-sonnet-4.5" # Diff analysis / classification
summary_model = "claude-haiku-4-5" # Summary line generation
# Commit message limits
summary_guideline = 72 # Target length
summary_soft_limit = 96 # Triggers retry
summary_hard_limit = 128 # Absolute max
# Features
changelog_enabled = true
auto_fast_threshold_lines = 200 # Auto-use fast mode for small diffs; 0 disables
map_reduce_enabled = true # Parallel analysis for large commits
disable_git_background_features = true # Disables fsmonitor/untrackedCache for lgit subprocesses
# Commit signing
gpg_sign = false # GPG sign commits by default (-S)
signoff = false # Add Signed-off-by trailer by default (-s)
Provider Examples
Anthropic Direct:
api_base_url = "https://api.anthropic.com/v1"
api_key = "sk-ant-..."
OpenRouter:
api_base_url = "https://openrouter.ai/api/v1"
api_key = "sk-or-..."
analysis_model = "anthropic/claude-sonnet-4.5"
summary_model = "anthropic/claude-haiku-4-5"
OpenAI:
api_base_url = "https://api.openai.com/v1"
api_key = "sk-..."
analysis_model = "gpt-4o"
summary_model = "gpt-4o-mini"
The client uses tool calling for all models, falling back to parsing JSON content from the model response when a provider ignores tool_choice. This works across OpenRouter, LiteLLM, Anthropic, and OpenAI endpoints.
Commit Types
Customize commit type classification:
[types.feat]
description = "New public API or user-observable behavior change"
diff_indicators = ["pub fn", "pub struct", "export function"]
[types.fix]
description = "Fixes incorrect behavior"
diff_indicators = ["unwrap() → ?", "bounds check", "error handling"]
[types.refactor]
description = "Internal restructuring with unchanged behavior"
hint = "If behavior changes, use feat instead."
Changelog Categories
[[categories]]
name = "Breaking"
header = "Breaking Changes"
match.body_contains = ["breaking", "incompatible"]
[[categories]]
name = "Added"
match.types = ["feat"]
[[categories]]
name = "Fixed"
match.types = ["fix"]
[[categories]]
name = "Changed"
default = true
Environment Variables
| Variable | Description | Default |
|---|---|---|
LLM_GIT_API_URL |
API endpoint | http://localhost:4000 |
LLM_GIT_API_KEY |
API key | none |
LLM_GIT_CONFIG |
Config file path | ~/.config/llm-git/config.toml |
LLM_GIT_VERBOSE |
Debug output | false |
LLM_GIT_TRACE_FILE |
JSONL profiling trace output path | none |
Installation
From PyPI
uv tool install lgit-cli # recommended
pipx install lgit-cli # or
pip install lgit-cli
From source
git clone https://github.com/can1357/llm-git.git
cd llm-git
uv tool install .
Prerequisites
- Python 3.14+
- Git
- API access (Anthropic, OpenAI, OpenRouter, or local LiteLLM proxy)
License
MIT
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file lgit_cli-4.0.0.tar.gz.
File metadata
- Download URL: lgit_cli-4.0.0.tar.gz
- Upload date:
- Size: 728.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
dd75704844f528adc70c95bf9caa8090e1a8d1a470d9f075a6adeaf34572be74
|
|
| MD5 |
b0af080fbf80a275bb22ea00c26ad14e
|
|
| BLAKE2b-256 |
ef0ffc8206306a137a7d030750f849996af1f02f882d4805ab49e52c76e063a0
|
Provenance
The following attestation bundles were made for lgit_cli-4.0.0.tar.gz:
Publisher:
release.yml on can1357/llm-git
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
lgit_cli-4.0.0.tar.gz -
Subject digest:
dd75704844f528adc70c95bf9caa8090e1a8d1a470d9f075a6adeaf34572be74 - Sigstore transparency entry: 1975756236
- Sigstore integration time:
-
Permalink:
can1357/llm-git@4587aa0b56f30376c7fa0182bb0703e632d21502 -
Branch / Tag:
refs/tags/v4.0.0 - Owner: https://github.com/can1357
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@4587aa0b56f30376c7fa0182bb0703e632d21502 -
Trigger Event:
push
-
Statement type:
File details
Details for the file lgit_cli-4.0.0-py3-none-any.whl.
File metadata
- Download URL: lgit_cli-4.0.0-py3-none-any.whl
- Upload date:
- Size: 170.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ebf47eaa28d695703d7b0b0e985743159e9a7f12a314903a0942da627accc625
|
|
| MD5 |
a02e302121eb3cd6aff6487d21cafe50
|
|
| BLAKE2b-256 |
48124f000e47f8e6aa75c58697fc57e71c7529b66b37eb7da018e8b6c72fcbf8
|
Provenance
The following attestation bundles were made for lgit_cli-4.0.0-py3-none-any.whl:
Publisher:
release.yml on can1357/llm-git
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
lgit_cli-4.0.0-py3-none-any.whl -
Subject digest:
ebf47eaa28d695703d7b0b0e985743159e9a7f12a314903a0942da627accc625 - Sigstore transparency entry: 1975756393
- Sigstore integration time:
-
Permalink:
can1357/llm-git@4587aa0b56f30376c7fa0182bb0703e632d21502 -
Branch / Tag:
refs/tags/v4.0.0 - Owner: https://github.com/can1357
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@4587aa0b56f30376c7fa0182bb0703e632d21502 -
Trigger Event:
push
-
Statement type: