AutoPattern

Record browser actions and replay them with AI-powered automation.

AutoPattern includes:

• Chrome extension to capture workflow events
• FastAPI backend to convert events into actionable tasks
• CLI for chat-mode or server-only execution
• Browser automation using Playwright + browser-use
• Gemini integration for workflow interpretation

• macOS / Linux / Windows
• Python 3.13+
• Chrome

Use pipx for a global CLI with isolated dependencies.

brew install pipx
pipx ensurepath
pipx install autopattern

Run:

autopattern

Use uv for fast, isolated local development.

cd backend
uv venv
source .venv/bin/activate
uv pip install -e ".[dev]"

Run locally:

autopattern
# or
autopattern --server

Run tests:

pytest

Create backend/automation/.env:

GOOGLE_API_KEY=your_key_here
LLM_MODEL=gemini-flash-latest
HEADLESS=false

Notes:

• GOOGLE_API_KEY is required
• LLM_MODEL and HEADLESS are optional

autopattern

autopattern --server

autopattern --task "Open GitHub and search for browser-use"

Build:

cd backend
python -m build

Artifacts are created in backend/dist/.

• Runtime dependencies are version-ranged in backend/pyproject.toml
• browser-use is pinned to stable 0.11.x range:
  • browser-use>=0.11.0,<0.12.0
• Use pipx for user installs, uv for development

Ensure .env exists at:

backend/automation/.env

cd backend
deactivate 2>/dev/null || true
rm -rf .venv
uv venv
source .venv/bin/activate
uv pip install -e ".[dev]"

MIT