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WATFlow

Build reliable AI automation workflows with WATFlow.

Installation

uv pip install watflow

# With optional integrations
uv pip install watflow[claude]      # Claude AI integration
uv pip install watflow[gmail]       # Gmail integration
uv pip install watflow[all]         # All integrations

Quick Start

# Create a new workflow
wat new my-workflow --category automation

# List available workflows
wat list

# Validate a workflow
wat validate my-workflow

# Run a workflow
wat run my-workflow

# Deploy to Modal (serverless)
wat deploy my-workflow

Example Automations

Find ready-to-use workflow automations at:

https://github.com/cilladev/watflow-automations

What is WAT?

WAT = Workflows + Agents + Tools

The WAT Framework separates AI reasoning from deterministic code execution:

  • Workflows: Markdown SOPs defining what to do
  • Agents: Claude AI for intelligent orchestration
  • Tools: Python scripts for reliable execution

Workflow Structure

Each workflow is a self-contained directory:

my-workflow/
├── config.yaml          # Workflow configuration
├── main.py              # Entry point
├── requirements.txt     # Dependencies
├── .env                 # API keys (gitignored)
├── tools/               # Python scripts
│   └── fetch_data.py
└── workflows/           # Markdown SOPs
    └── collect.md

Deployment

Deploy workflows to Modal for scheduled execution:

# Install Modal
uv pip install modal
modal setup

# Deploy (one-command)
wat deploy my-workflow

Documentation

License

MIT