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在 OpenClaw 中安装
/install autonomous-organization
功能描述
Manages and schedules autonomous agents to perform research, projects, memory upkeep, cleanup, and security tasks around the clock.
使用说明 (SKILL.md)
Autonomous Organization Skill
This is the core framework for running autonomous agents that deliver value 24/7.
Daily Schedule
Morning (9:00 AM)
- Review overnight work completed by autonomous agents
- Update MEMORY.md with key achievements
- Prepare any new autonomous tasks for the day
Afternoon (3:00 PM)
- Execute midday autonomous work batch
- Check system health and resource usage
- Plan overnight autonomous tasks
Evening (9:00 PM)
- Deep work autonomous tasks (resource-intensive)
- Memory optimization and cleanup
- Preparation for next day
Night (11:00 PM - 6:00 AM)
- High-priority overnight work
- System optimization tasks
- Batch processing of accumulated tasks
Autonomous Agent Types
- Memory Agent - Maintains and improves memory system
- Research Agent - Gathers information on topics of interest
- Project Agent - Works on ongoing projects
- Cleanup Agent - Organizes files, updates docs
- Security Agent - System health and security checks
Creating Autonomous Agents
sessions_spawn --task "Your task here" --runtime subagent
Use the orchestrator to plan, sub-agents to execute.
安全使用建议
This skill describes an agent-orchestration framework but is missing important details and comes from an unknown source. Before installing: (1) confirm where 'sessions_spawn' (or the orchestrator) comes from and whether your platform exposes it; (2) understand what permissions the agent would need to read/write MEMORY.md and to spawn subagents — restrict those permissions or run in a sandbox first; (3) require manual approval / rate limits for any spawned sub-agents to avoid runaway behavior; (4) prefer a skill with documented source, homepage, or implementation so you can audit what will actually run. If you can't verify the orchestrator and safeguards, treat this skill as risky and avoid installing it in production environments.
功能分析
Type: OpenClaw Skill
Name: autonomous-organization
Version: 1.0.0
The skill bundle provides a conceptual framework and organizational schedule for an autonomous agent to manage tasks and sub-agents. It contains no executable code, malicious instructions, or indicators of data exfiltration, and the instructions in SKILL.md are consistent with the stated purpose of task orchestration.
能力评估
Purpose & Capability
The name/description and SKILL.md both describe an orchestration framework for autonomous agents, so purpose and capability broadly align. However, the instructions reference an executable 'sessions_spawn' and an 'orchestrator' with no declared dependencies, binaries, or documentation link — this omission is an incoherence (the skill expects runtime primitives that are not declared or provided).
Instruction Scope
Instructions tell the agent to review and update MEMORY.md, check system health/resource usage, and to spawn sub-agents using 'sessions_spawn --task ... --runtime subagent'. These are broad, ambiguous directives that give the agent discretion to read/write files and create autonomous subagents. There are no concrete limits, safeguards, or explicit target endpoints, so the agent could perform unexpected file I/O or spawn many agents.
Install Mechanism
This is an instruction-only skill with no install spec or downloadable artifacts, which reduces installation risk. No archived or remote installs are requested.
Credentials
The skill declares no required environment variables or credentials (appropriate for a scheduling/orchestration description). However, it instructs editing MEMORY.md and checking system health — actions that imply file-system access and potentially privileged monitoring APIs; the SKILL.md does not declare or constrain these accesses.
Persistence & Privilege
The skill does not request 'always: true', but the platform default allows autonomous model invocation. Combined with instructions that explicitly spawn sub-agents, this creates a higher blast radius: the skill could autonomously create and drive other agents if the host platform exposes 'sessions_spawn' or similar. There are no written safeguards or approval steps in the instructions.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install autonomous-organization - 安装完成后，直接呼叫该 Skill 的名称或使用
/autonomous-organization触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
- Introduced the core framework for running continuous autonomous agents.
- Outlined a daily schedule for agent activities, divided into morning, afternoon, evening, and night tasks.
- Defined five core agent types: Memory, Research, Project, Cleanup, and Security agents.
- Provided instructions for spawning new autonomous agents using the command-line.
- Clarified the orchestration model: use the orchestrator for planning and sub-agents for execution.
元数据
常见问题
Autonomous Organization 是什么？
Manages and schedules autonomous agents to perform research, projects, memory upkeep, cleanup, and security tasks around the clock. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 343 次。
如何安装 Autonomous Organization？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install autonomous-organization」即可一键安装，无需额外配置。
Autonomous Organization 是免费的吗？
是的，Autonomous Organization 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Autonomous Organization 支持哪些平台？
Autonomous Organization 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Autonomous Organization？
由 xeonai44（@xeonai44）开发并维护，当前版本 v1.0.0。
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