ai-agent

Echo Agent: Automated Tasks

Name: Echo Agent: Automated Tasks
Author: fuyuxiang

Get automated tasks with Echo Agent, for founders and teams, with long-term learning and security.

advanced⏱ Half a day💵 Free (self-hosted)

787 stars21 forksPythonGuide quality 8/10Updated 7/28/2026100% free · open source

What it is

Deploy a self-hosted AI Agent that learns and remembers over time, to automate tasks for founders and teams.

Real use case example

"A founder wants to automate onboarding for new customers. They deploy the Echo Agent, set up a trigger to run whenever a new Stripe customer signs up, and then configure the Agent to add the customer to a Notion database and send a welcome email via Resend. After deploying and testing, the Agent is now handling new customer onboarding tasks for them."

Best insideClaude DesktopCursorCodex CLIContinue

When to use it

•When you need to automate repetitive tasks across multiple sessions
•When you want to ensure security and auditing for critical operations
•When you need a unified platform to manage multiple models, tools, and memories

Ready-to-paste prompt

python app.py --task 'create_file' --params '{"filename": "example.txt", "content": "Hello World"}'

Heads up: Make sure you have Python installed and the `pip` package manager is available, as Echo Agent is built using Python and requires specific dependencies to be installed

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/echo-agent && curl -fsSL https://workflowstacks.com/api/skills/echo-agent/claude-skill -o ~/.claude/skills/echo-agent/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — 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.

How Echo Agent: Automated Tasks works

Codeflow

Free to inspect

Echo Agent: Automated Tasks is a very large Python project (~121k lines across 469 code files, plus 528 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, MIT license, has a test suite.

Size

Very large codebase

~121k lines · 469 code files · days to read — use, don't read

Setup

Developer setup

A real software project. Use it via its install path; don't expect to read it all.

Runs on

Python

No API keys detected

Python 95%TypeScript 4%Shell 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
echo_agent/app.py
Where the program starts running
3
pyproject.toml
Dependencies and the commands it exposes
4
echo_agent/__init__.py
Inside echo_agent/ — the main logic begins here

What's in each folder

echo_agent/Core code — the actual logic373 files

skills/Prompts, skills & agent definitions68 files

web/Frontend / UI100 files

docs/Documentation184 files

scripts/Helper scripts2 files

data/Data files1 files

tests/Tests — proof it works527 files

.github/CI / automation (GitHub Actions)5 files

READMEHas testsDocumentedCI checksMIT licenseUpdated this month