automation

Sage: Automate Complex Tasks

For startup founders needing multi-agent workflow automation.
intermediateโฑ 1-2 hours๐Ÿ’ต Free (self-hosted)
1,214 stars101 forksPythonGuide quality 8/10Updated 9/4/2026100% free ยท open source
What it is

Write a multi-agent workflow to automate a complex task with Python code.

Real use case example

"A founder wants to automatically email new leads with personalized content whenever they sign up for a webinar. First, they connect their Stripe account and Webhook. Next, they set up an LLM model for email generation. Finally, they use Sage to automate email sending to new customers."

Best insideCursorCodex CLIClaude Desktop
When to use it
  • โ€ขYou need to automate a workflow that involves multiple tasks and decision-making processes.
  • โ€ขYou want to create a system that can adapt to changing conditions and make decisions in real-time.
  • โ€ขYou need to integrate multiple services or APIs to achieve a complex task.
Ready-to-paste prompt
Create a workflow that automates a simple e-commerce process, where an `OrderAgent` and a `PaymentAgent` work together to process a customer order: python sage.py --run ecommerce_workflow
Heads up: Make sure you have Python 3.8 or later installed, as Sage uses features that are not compatible with earlier versions of Python.
Saves to your device
Use with Claude
New

Skip the builder โ€” one click puts this in Claude, Cursor, Antigravity and more.

โœ… Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly โ€” no install
Claude Code
mkdir -p ~/.claude/skills/sage && curl -fsSL https://workflowstacks.com/api/skills/sage/claude-skill -o ~/.claude/skills/sage/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go โ€” no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside โ€” free to inspect

No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

14
top-level files
13
folders
78.0M
source size
MIT
license
Key files
pyrightconfig.json
README_CN.md
README.md
requirements.txt
File tree
.githooks/
.github/
app/
assets/
common/
deploy/
docs/
examples/
mcp_servers/
release_notes/
sagents/
scripts/
tests/
.dockerignore
.env.example
.env.example.minimal
.gitignore
change_log.md
conftest.py
LICENSE
MANIFEST.in
pyproject.toml
pyrightconfig.json
pytest.ini
Quick Actions
Details
Creator
ZHangZHengEric
Language
Python
Category
automation
Published
5/25/2025

Are you the creator of this tool? Claim your listing โ†’ and earn 85% of every sale.