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Local AI-powered Git auto-committer daemon

Project description

GitPilot

Every save, a meaningful commit.

AI-powered auto-committer · Zero-config · Private by default · Offline-capable

PyPI version Python versions CI Coverage License: MIT

Quick Start · Features · How It Works · CLI · Configuration · Roadmap


GitPilot watches your Git repositories and turns every save into a meaningful, Conventional Commit — automatically. It runs as a quiet background daemon, works with cloud or fully local AI, and never sends your code off-machine unless you tell it to.

- git commit -m "fix stuff"          # manual, vague, easy to forget
+ feat(login): add password reset flow   # written for you, every time
GitPilot live monitor demo

Why GitPilot?

Without GitPilot With GitPilot
You remember to commit… sometimes Every save becomes a commit
git commit -m "updates" Branch-aware, scoped messages like fix(api): handle null response
Ten trivial commits for one change Smart grouping collapses related files into one commit
Context lost between sessions A complete, searchable, meaningful history
Another tool to configure One command install, one wizard, done

Quick Start

1 — Install

pip install gitpilot-ai

2 — Install the daemon and run the setup wizard

gitpilot install-service && gitpilot setup

3 — Done. GitPilot is now watching your chosen projects. Type gitpilot anytime to open the live dashboard.

Windows: run the same commands in PowerShell as Administrator.

Alternative: install script
curl -fsSL https://raw.githubusercontent.com/alexwakrod/gitpilot/main/install.sh | bash
Alternative: Docker
docker-compose up -d
docker exec -it gitpilot-daemon gitpilot setup

How It Works

flowchart LR
    A["File saved"] --> B["Watcher"]
    B --> C["Debounce"]
    C --> D["Smart grouping"]
    D --> E["AI provider"]
    E --> F["Conventional commit"]
    F --> G["Notification"]
  1. Watchwatchdog observes every registered project recursively, ignoring .git internals, swap files, and duplicate events.
  2. Debounce — changes settle for a configurable quiet period (default 3s).
  3. Group — related files (same directory, similar names) collapse into a single logical change.
  4. Write — the active AI provider drafts a branch-aware Conventional Commit message.
  5. Commit — git executes with automatic retry; Discord is notified if enabled.

Features

Automatic watching

Register any project with gitpilot add /path/to/project — or pick directories visually in the TUI. GitPilot watches recursively and filters out the noise so you never think about it again.

AI commit messages, your way

Every message follows the Conventional Commits spec and respects the active branch:

feat(login): add password reset flow
fix(api): handle null response from /users
chore: update dependencies
Provider Runs where API key Offline Best for
Ollama Your machine Not required Privacy-first and offline work
xAI Grok Cloud Required Default — fast and accurate
OpenAI Cloud Required GPT-class message quality
Anthropic Cloud Required Claude-class message quality

If the AI is unreachable, GitPilot falls back to sensible messages derived from file names — your history is never blocked.

Smart grouping & debounce

A burst of saves becomes one commit, not ten. Related changes are grouped automatically; the quiet period is fully configurable.

Notifications (optional)

Configure a Discord webhook per project and every commit posts a rich embed to your channel.

Interactive TUI

Launch with gitpilot:

  • Add / Select Projects — navigate your filesystem with arrow keys
  • Live Monitor — real-time commit events streamed over SSE
  • Settings — change provider, keys, and webhooks without touching a config file

Secure by Default

Measure Detail
🔒 Local-only IPC Daemon binds to 127.0.0.1 with a randomly generated bearer token
🔑 Credential storage Config written with 0600 permissions on Unix
🚫 No open ports Nothing is ever exposed to the network
🏠 Offline mode The Ollama provider runs 100% on-device — code never leaves your machine

CLI Reference

Everyday

Command Description
gitpilot Launch the interactive TUI dashboard
gitpilot add <path> Register a project for watching
gitpilot status List watched projects
gitpilot log <project_id> Show recent commit history
gitpilot remove <project_id> Stop watching a project

Configuration

Command Description
gitpilot setup Re-run the first-time wizard
gitpilot config-list Display all settings
gitpilot config-set <key> <value> Change a setting

Service

Command Description
gitpilot install-service Install the daemon as an OS service
gitpilot daemon-status Check whether the daemon is running

Planned: gitpilot force-commit <project_id> — trigger a manual commit.

The daemon (gitpilotd) starts automatically via install-service. To run it manually: gitpilotd.


Architecture

gitpilot/
├── cli/              # Click + Rich TUI
├── daemon/           # FastAPI + SSE, lifecycle
├── core/
│   ├── watcher.py        # Watchdog, debounce, smart grouping
│   ├── committer.py      # AI provider adapter (strategy pattern)
│   ├── executor.py       # Git operations + retry
│   └── notifications.py  # Discord webhook
├── domain/           # Pydantic models, policies, settings
├── infrastructure/   # DuckDB, HTTP client, repositories
└── tests/            # Unit, integration, E2E
Concern Choice Why
Database Embedded DuckDB Zero extra processes, fast queries
IPC FastAPI over loopback + bearer token Local-only, secure by default
File watching watchdog Battle-tested, cross-platform
AI integration Strategy-pattern adapter Swap providers without touching core logic

Configuration

Settings live in ~/.gitpilot/config.json and are editable via the TUI or gitpilot config-set.

Key Default Description
ai_provider grok AI backend: grok, openai, anthropic, or ollama
ai_model grok-2 Model name passed to the provider
ai_temperature 0.5 Sampling temperature for message generation
debounce_interval 3 Quiet period in seconds before changes are committed
smart_grouping true Group related file changes into one commit
branch_aware_messages true Include branch scope, e.g. feat(login): …
max_commit_retries 3 Retry attempts for failed git operations
discord_webhook_enabled false Send commit notifications to Discord
theme dark TUI color theme
Full default config.json
{
  "ai_provider": "grok",
  "ai_model": "grok-2",
  "ai_temperature": 0.5,
  "debounce_interval": 3,
  "smart_grouping": true,
  "branch_aware_messages": true,
  "max_commit_retries": 3,
  "discord_webhook_enabled": false,
  "theme": "dark"
}

Development

Setup

git clone https://github.com/alexwakrod/gitpilot
cd gitpilot
python3.11 -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"

Test — coverage target ≥ 80%

pytest --cov=gitpilot --cov-report=term-missing

Package

python -m build

Roadmap

  • Full-screen Textual dashboard with diff viewer
  • Plugin architecture for notifications (Slack, Telegram, email)
  • Remote daemon mode (TLS-secured, team usage)

FAQ

Does my code ever leave my machine?

Only if you choose a cloud AI provider (Grok, OpenAI, Anthropic) — and even then, only the diff metadata needed to write the message is sent. Select the Ollama provider for a fully offline, 100% on-device experience.

What happens if the AI is unreachable?

GitPilot generates a sensible fallback message from the changed file names. Your commit history is never blocked by a network issue.

Which platforms are supported?

Linux, macOS, and Windows. The daemon installs as a native user service on each platform with a single command: gitpilot install-service.

Will it create noisy, one-line commits?

No. Debouncing waits for a quiet period, and smart grouping merges related file changes into a single, well-described commit.


License

MIT © Alex Wakrod

Built with ❤️ by a developer, for developers.

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