WAT Framework for AI-powered workflow automations
Project description
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
Project details
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