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在 OpenClaw 中安装
/install subagent-orchestrator-whhh
功能描述
将复杂大型任务拆解为多个子任务,通过 Subagent 并行/串行执行,三文件持久化防丢失,Main Agent 统筹整合。适用于任何需要多步骤、多信息源、长时间运行的任务,也适用于即将超出上下文窗口时的任务分流。触发词:任务分工、子任务编排、多agent协作、上下文溢出、任务分流、context快满了。
安全使用建议
This skill is coherent with its purpose but will perform persistent and powerful actions at runtime: it will create and read files under ~/.openclaw/workspace/tasks, run simple shell checks (ls/mkdir), spawn subagent sessions (including passing full task context), and may schedule periodic cleanup via cron. Before installing or enabling: (1) Confirm you trust the agent to create/modify files in your home directory and to execute basic shell commands. (2) Review or sandbox the workspace path (~/.openclaw/workspace/tasks) so only expected files are written. (3) Monitor any cron entries the agent may create and remove them if undesired. (4) Ensure no sensitive credentials are stored in referenced files or in task parameters passed to subagents. (5) If you want to restrict persistence, require explicit user confirmation before the skill writes files or schedules cron jobs (the SKILL.md already requires confirmation for nested spawning).
功能分析
Type: OpenClaw Skill
Name: subagent-orchestrator-whhh
Version: 1.3.0
The skill is a complex task orchestrator that uses subagents and a three-file persistence system to manage long-running tasks and mitigate context window limits. It is classified as suspicious due to high-risk capabilities, specifically the inclusion of a 'Daily Session Cleanup' feature in SKILL.md that uses the `cron` tool to schedule the execution of a shell script (~/scripts/scan_sessions.sh) and perform automated file deletions. While these actions are aligned with the stated purpose of system maintenance and require user confirmation, the combination of persistence via cron, shell execution, and automated data removal represents a significant attack surface without clear safeguards for the external script's content.
能力评估
Purpose & Capability
Name/description describe splitting large tasks and orchestrating subagents; the SKILL.md explicitly requires spawning sessions, reading/writing task/state/data files, and coordinating subagents. The declared runtime tools (sessions_spawn, sessions_send, sessions_list, write, read, exec, cron, sessions_yield, subagents) are consistent with an orchestrator and proportionate to the described functionality.
Instruction Scope
Instructions direct the agent to create/read/write files under ~/.openclaw/workspace/tasks, verify presence of other skills' SKILL.md, run simple shell checks (ls/mkdir), spawn subagents with detailed task parameters, and optionally schedule cleanup (cron). These actions are coherent with preventing context loss and coordinating subagents, but they give the agent filesystem and command-execution capability — review whether you want an installed skill to perform these operations automatically.
Install Mechanism
Instruction-only skill with no install spec and no code files; nothing is downloaded or written by an installer. This minimizes supply-chain/install risk.
Credentials
The skill requests no environment variables or credentials. The only privileges implied are the runtime tools (read/write/exec/subagents/cron) declared in metadata, which are justified by the orchestration behavior described.
Persistence & Privilege
always:false (not force-included). The skill will write persistent files under the user's home (~/.openclaw/workspace/tasks) and may create cron tasks for session cleanup per its changelog; these are reasonable for its purpose but are persistent side effects you should expect and review. The skill does not request elevated system-wide configuration changes beyond file creation and optional cron scheduling, and it requires confirmation before nested spawns per its own rules.
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 subagent-orchestrator-whhh - 安装完成后,直接呼叫该 Skill 的名称或使用
/subagent-orchestrator-whhh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
v1.3.0
v1.3.0: 结构化Return协议(autopilot/done/blocked/need_user)+Anti-Drop-Guard+交付验证+按需Memory固化,达尔文第2轮87.8→90.1
v1.2.0
v1.2.0: token节流+失败5次暂停+Phase2确认节点+资源整合优化,达尔文优化82.6→87.8
元数据
常见问题
subagent-orchestrator (汪哈哈版) 是什么?
将复杂大型任务拆解为多个子任务,通过 Subagent 并行/串行执行,三文件持久化防丢失,Main Agent 统筹整合。适用于任何需要多步骤、多信息源、长时间运行的任务,也适用于即将超出上下文窗口时的任务分流。触发词:任务分工、子任务编排、多agent协作、上下文溢出、任务分流、context快满了。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 59 次。
如何安装 subagent-orchestrator (汪哈哈版)?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install subagent-orchestrator-whhh」即可一键安装,无需额外配置。
subagent-orchestrator (汪哈哈版) 是免费的吗?
是的,subagent-orchestrator (汪哈哈版) 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
subagent-orchestrator (汪哈哈版) 支持哪些平台?
subagent-orchestrator (汪哈哈版) 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 subagent-orchestrator (汪哈哈版)?
由 whhh1994(@whhh1994)开发并维护,当前版本 v1.3.0。
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