Echo‑Agent: Self‑hosted AI with long‑term memory and secure automation
From the repo · “面向长期运行与桌面协作的开源 AI Agent，提供常驻 Runtime、桌面 Agent、长期记忆与持续学习能力，可用于个人助理、自动化任务与本地工作流。”
Deploy a self-hosted AI Agent that learns and remembers over time, to automate tasks for founders and teams.
"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."
- •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
python app.py --task 'create_file' --params '{"filename": "example.txt", "content": "Hello World"}'Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/echo-agent && curl -fsSL https://workflowstacks.com/api/skills/echo-agent/claude-skill -o ~/.claude/skills/echo-agent/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
What's inside — free to inspect
Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/echo-agent && curl -fsSL https://workflowstacks.com/api/skills/echo-agent/claude-skill -o ~/.claude/skills/echo-agent/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
Memory (knowledge graph) MCP config
Persistent memory across chats via a local knowledge graph.
Free n8n templateAbandoned Cart Win-Back
Draft a personalized, non-pushy win-back email for every abandoned cart — referencing the exact product left behind. You approve before sending.
Outcome guideRecover abandoned carts with personalized emails
Export abandoned carts to a Google Sheet and the workflow drafts a warm, specific win-back email for each — referencing the actual product, without desperate discount-spam. You review and send.
Related skills
More ai-agent tools founders pair with this one.