任务监督器：管理长期运行的智能体任务 - Openclaw Skills
作者：互联网
2026-04-03
AI教程
什么是 任务监督器？
任务监督器是一个专门设计的技能，用于处理需要较长执行时间的复杂多步操作。通过将标准的智能体交互转换为托管工作流，它确保了高延迟任务（如多领域研究、大规模部署或隔夜处理）能够可靠地处理而不会丢失进度。该技能是 Openclaw Skills 生态系统的核心组件，为智能体作为独立工作者运行提供了所需的自主性。
其核心在于状态持久化和透明度。它为每个大型任务创建结构化文档，将目标分解为可操作的步骤，并维护发现和错误的实时日志。这使得 AI 智能体能够从失败中恢复，从特定检查点恢复，并在任务的整个生命周期内让用户保持知情，而无需持续的人工监督。
下载入口:https://github.com/openclaw/skills/tree/main/skills/mashirops/task-supervisor
安装与下载
1. ClawHub CLI
从源直接安装技能的最快方式。
npx clawhub@latest install task-supervisor
2. 手动安装
将技能文件夹复制到以下位置之一
全局模式~/.openclaw/skills/
工作区
/skills/ 优先级：工作区 > 本地 > 内置
3. 提示词安装
将此提示词复制到 OpenClaw 即可自动安装。
请帮我使用 Clawhub 安装 task-supervisor。如果尚未安装 Clawhub，请先安装（npm i -g clawhub）。
任务监督器 应用场景
- 管理需要超过 20 分钟运行时间或 5 个以上独立步骤的复杂软件部署。
- 执行“隔夜”任务，用户需要在第二天早上在消息应用中收到摘要。
- 协调跨领域工作流，如同步进行网络研究、技术写作和云部署。
- 为使用子智能体完成模块化目标的多智能体工作流实现持久化状态。
- 跟踪涉及多个大型文档或数据集综合的研究项目的进度。
- 识别：智能体评估传入的请求，根据时间、步骤计数或特定的用户触发词（如“慢慢来”）来确定其是否符合“大型”任务的标准。
- 任务初始化：在 .tasks/ 目录中创建一个专用的 markdown 文件，使用短斜杠命名的 slug 进行持久化跟踪。
- 分解：高层目标在任务文件中被分解为带编号的步骤列表。
- 定时任务创建：通过 CLI 初始化一个后台定时任务（cron job），以触发向用户发送的定期状态报告。
- 执行与更新：智能体按顺序执行每个步骤，在每次操作后立即用时间戳和关键发现更新 markdown 复选框和日志。
- 报告：在设定的时间间隔，智能体读取任务文件并向用户发送简明摘要。
- 完成：所有步骤完成后，智能体生成最终结果摘要，将状态设置为完成，并删除报告定时任务。
任务监督器 配置指南
要将任务监督器集成到您的工作流中，请确保您的环境支持目录管理和定时任务调度。该技能在 Openclaw Skills 框架内运行，并使用标准 CLI 命令进行自动化。要手动为长期运行的任务初始化报告间隔，可以使用以下 bash 命令：
openclaw cron add "task-report-" r
--schedule "*/15 * * * *" r
--message "读取 .tasks/.md 并发送进度更新。包括：已完成步骤、当前步骤以及任何阻塞因素。" r
--once-complete
确保您的智能体对项目根目录中的 .tasks/ 文件夹具有读/写权限。
任务监督器 数据架构与分类体系
任务监督器技能使用整洁的、基于 markdown 的分类法组织数据，以实现最大程度的人机可读性：
| 组件 | 详情 |
|---|---|
| 存储路径 | .tasks/ |
| 文件格式 | 带有状态、开始时间和最后更新元数据的 Markdown (GFM) |
| 状态 | in_progress (进行中), paused (已暂停), done (完成), failed (失败) |
| 步骤跟踪 | GFM 复选框：[ ] (待处理), [x] (完成), [!] (失败) |
| 日志结构 | 包含 ISO 时间戳和技术摘要的时间顺序条目 |
| 元数据 | 包括估计步骤数和最终结果摘要 |
name: task-supervisor
description: Self-supervising long-running task manager with progress tracking and periodic status reports. Only activate for LARGE tasks — do NOT activate for quick or simple tasks. Activate when ALL of these are true: (1) Task has 5+ distinct steps OR estimated time >20 minutes, AND (2) at least one of: user says "take your time / do this overnight / finish by yourself / keep me posted", task requires sub-agents or cron jobs, task spans multiple tool calls across different domains (e.g. research + write + deploy). Do NOT activate for: single-step requests, quick searches, short code edits, simple Q&A, file reads, summarization of one document.
Task Supervisor
Manage long-running tasks with checkpoints, progress files, and periodic WhatsApp reports.
Is This a Large Task?
Before doing anything else, mentally check:
| Signal | Large? |
|---|---|
| Steps ≥ 5 OR time > 20 min | ? Yes |
| User says "take your time / overnight / keep me posted" | ? Yes |
| Needs sub-agent + cron + multiple domains | ? Yes |
| Single tool call, quick search, short edit, Q&A | ? No — skip this skill entirely |
| "Help me write X" (one doc, one sitting) | ? No |
| "Search for Y and summarize" (few minutes) | ? No |
If not large → respond normally, skip task files and crons entirely.
On Task Start
When you receive a large task, immediately:
- Create a task file at
.tasks/(use kebab-case slug).md - Decompose the task into numbered steps
- Spawn a reporter cron to send progress updates
- Begin execution, updating the file after each step
Task File Format
# Task:
**Started**: <ISO timestamp>
**Status**: in_progress | paused | done | failed
**Estimated Steps**: N
**Last Updated**: <ISO timestamp>
## Steps
- [ ] 1. First step
- [ ] 2. Second step
- [x] 3. Completed step ? (2026-03-02T22:05:00+08:00)
- [!] 4. Failed step — <error summary>
## Log
### Step 3 — 2026-03-02T22:05:00+08:00
Result or notes here.
### Error — 2026-03-02T22:07:00+08:00
What failed and how it was handled.
## Result
(Fill when done — final summary for the user)
</CODE></PRE>
<H2 id=during-execution>During Execution</H2>
<P>After <STRONG>every step</STRONG> (success or failure):</P>
<UL>
<LI>Update the checkbox in Steps (<CODE>[x]</CODE> done, <CODE>[!]</CODE> failed)</LI>
<LI>Append a Log entry with timestamp and key findings</LI>
<LI>Update <CODE>Last Updated</CODE> timestamp</LI></UL>
<P>On failure:</P>
<UL>
<LI>Mark step <CODE>[!]</CODE> with error summary</LI>
<LI>Try an alternative approach if obvious</LI>
<LI>If truly stuck, set Status to <CODE>paused</CODE> and note what's needed</LI></UL>
<H2 id=progress-reporting-cron>Progress Reporting (Cron)</H2>
<P>At task start, spawn a cron reporter using <CODE>exec</CODE>:</P><PRE><CODE class=language-bash>openclaw cron add "task-report-<SLUG>" r
--schedule "*/15 * * * *" r
--message "Read .tasks/<SLUG>.md and send a Feishu message to the user with progress update. Include: completed steps, current step, blockers if any. Keep it under 5 sentences. Remove this cron when Status=done or Status=failed." r
--once-complete
</CODE></PRE>
<P>Adjust interval based on task scope:</P>
<UL>
<LI>Quick task (<30 min): every 10 min</LI>
<LI>Medium task (30 min–2 hr): every 15 min </LI>
<LI>Long task (>2 hr): every 30 min</LI></UL>
<H2 id=on-task-completion>On Task Completion</H2>
<OL>
<LI>Fill in <CODE>## Result</CODE> section with a clear summary</LI>
<LI>Set <CODE>Status: done</CODE></LI>
<LI>Send a final Feishu message: task name, what was accomplished, any caveats</LI>
<LI>Remove the progress cron</LI></OL>
<H2 id=on-task-failure--getting-stuck>On Task Failure / Getting Stuck</H2>
<OL>
<LI>Set <CODE>Status: paused</CODE></LI>
<LI>Document exactly what was tried and what's blocked</LI>
<LI>Send Feishu message alert immediately (don't wait for cron)</LI>
<LI>Do NOT silently stop — always notify</LI></OL>
<H2 id=resuming-a-paused-task>Resuming a Paused Task</H2>
<P>When asked to continue a task:</P>
<OL>
<LI>Read <CODE>.tasks/<SLUG>.md</CODE></LI>
<LI>Find the last completed step</LI>
<LI>Continue from there</LI>
<LI>Re-spawn reporter cron if needed</LI></OL>
<H2 id=multi-task-awareness>Multi-Task Awareness</H2>
<P>If multiple tasks are running, maintain separate files per task. On heartbeat, check <CODE>.tasks/</CODE> for any <CODE>in_progress</CODE> tasks and include a brief status in heartbeat responses.</P>
<H2 id=quick-reference>Quick Reference</H2>
<DIV class=table-scroll-wrapper>
<TABLE>
<THEAD>
<TR>
<TH>Situation</TH>
<TH>Action</TH></TR></THEAD>
<TBODY>
<TR>
<TD>Task assigned</TD>
<TD>Create file, decompose, spawn cron, start</TD></TR>
<TR>
<TD>Step done</TD>
<TD>Update <CODE>[x]</CODE>, append log</TD></TR>
<TR>
<TD>Step failed</TD>
<TD>Mark <CODE>[!]</CODE>, try alternative, log error</TD></TR>
<TR>
<TD>Truly stuck</TD>
<TD>Set <CODE>paused</CODE>, WhatsApp alert immediately</TD></TR>
<TR>
<TD>Task complete</TD>
<TD>Fill Result, set <CODE>done</CODE>, final message, remove cron</TD></TR>
<TR>
<TD>Asked for update</TD>
<TD>Read task file, summarize current state</TD></TR></TBODY></TABLE></DIV>
</div>
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