ruliu-flow-os

Orchestrate OpenClaw multi-agent life management with cron and heartbeat automation.

Updated May 1, 2026

Search Tags:#multi-agent #shared memory #openclaw #cognitive load reduction #rhythm scheduling #life management

Ready to run

npx skills add https://github.com/picsky/flowos --skill ruliu-flow-os

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ruliu-flow-os
Source: https://github.com/picsky/flowos/tree/main
Command: npx skills add https://github.com/picsky/flowos --skill ruliu-flow-os

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

如流（Flow OS）解决的是“每天都要自己做决定、自己排计划、自己复盘”的高认知负担问题，让生活管理从手动流程变成基于节律的自动闭环：晨间定方向、日间执行降负、晚间回顾沉淀、周/月复盘进化。

Core Features & Use Cases

晨间主链路闭环：完成能量判定、思绪清空与自动排程，让用户在一次对话里获得“今天做什么”的确定感。
决策分析与原则沉淀：读取用户档案与原则库，对选择给出选项对比，并在决策后提炼可复用原则。
Heartbeat 巡检与动态降级：每 15 分钟检测排程中断、任务推迟与过度工作等异常，必要时进行降档与补完。
周度复盘与月度战略：由分析 Agent 产出周报/月报并回流到洞察飞轮，持续让系统更懂用户。
共享大脑协作（brain-tools）：通过 brain_read / brain_write / brain_notify 在多 Agent 间读写共享状态，保持行为一致性与流程可追踪。

Quick Start

运行并安装如流：在你的 OpenClaw 环境中执行 bash install.sh 完成部署，然后通过飞书与悦悦对话开始晨间闭环。

Frequently Asked Questions about ruliu-flow-os

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How does a multi-agent life management system reduce daily cognitive load?▼

A multi-agent system reduces cognitive load by orchestrating rhythm-driven morning evaluations, automated scheduling, and evening reflections, replacing manual daily planning and decision-making with an automated closed-loop workflow.

What is rhythm scheduling for personal productivity and how does it work?▼

Rhythm scheduling uses cron and heartbeat automations to trigger morning state evaluations, 15-minute interval task inspections, and evening reflections, ensuring consistent daily workflow execution without manual intervention.

How do I set up an automated morning routine and daily reflection workflow?▼

Deploy the system in an OpenClaw environment using the installation script, then interact via Feishu to trigger morning state evaluations, automated scheduling, and evening reflections for a complete daily closed-loop workflow.

Can I use shared memory and brain tools for multi-agent collaboration in OpenClaw?▼

Yes, OpenClaw supports multi-agent collaboration using brain_read, brain_write, and brain_notify tools to read, write, and synchronize shared memory states across agents, ensuring consistent and traceable workflow behavior.

Do I need OpenClaw to run this multi-agent scheduling and reflection system?▼

Yes, OpenClaw is required to deploy the multi-agent workflows, execute cron and heartbeat automations, and run brain_read, brain_write, and brain_notify tools for shared-memory collaboration and daily operation.

What is the best way to handle task interruptions and overwork in a personal scheduling system?▼

The best way to handle task interruptions is using a heartbeat inspection mechanism that detects scheduling breaks and overwork every 15 minutes, dynamically downgrading tasks and supplementing incomplete items to restore workflow balance.