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Lightweight personal agent framework: receives messages from Telegram / Feishu / WeChat (iLink) and autonomously completes short, well-scoped tasks (meal logging, vocab lookups, reminders) inside your data directory. Token-thrifty, no heavy runtime — with optional scheduler, WebUI, and monitoring.