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在 OpenClaw 中安装
/install task-orchestrator
功能描述
Intelligent task management and execution coordination officer. Automatically generates task lists, intelligently decomposes complex tasks, matches AI agents...
安全使用建议
This skill appears coherent and self-contained: the scripts operate on local JSON task files and do not contact external endpoints or request credentials. Before installing or running it, consider these practical precautions:
- Review the code locally (you already have full source) and run it in a sandbox or container if you are cautious.
- Be aware progress_monitor.py will overwrite the tasks JSON you point it at (it saves changes in place). Back up any important files before using the update action.
- The 'agent' names in references are placeholders for matching — they do not automatically call external agent services. If you adapt the skill to invoke external agents, you'll need to add credentials and networking; re-review for new risks then.
- If you plan to run these scripts on shared or production hosts, run them with a dedicated working directory to avoid accidental modification of other files.
No red flags were found in the included code or SKILL.md; confidence is high because all behavior is visible in the bundled source and it does not perform network I/O or request secrets.
功能分析
Type: OpenClaw Skill
Name: task-orchestrator
Version: 1.0.0
The 'task-orchestrator' skill bundle is a legitimate tool for decomposing complex goals into structured task trees and managing their execution. The included Python scripts (task_decomposer.py, priority_calculator.py, and progress_monitor.py) perform standard JSON processing and logic for task sorting and status tracking without any dangerous system calls, network activity, or obfuscation. The SKILL.md instructions are well-aligned with the stated purpose and do not contain any prompt-injection attempts or malicious directives.
能力评估
Purpose & Capability
The name/description (task orchestration, decomposition, agent matching, monitoring) aligns with the included Python scripts and reference documents. The files implement decomposition, priority scoring, and progress monitoring — capabilities expected for this purpose. Agent names referenced in mappings are labels for matching and do not imply external credential requirements.
Instruction Scope
SKILL.md instructs the agent to run the included scripts and operate on a tasks JSON (e.g., python3 scripts/task_decomposer.py --goal ... --output tasks.json). The runtime instructions reference only repository files and expected task output files. There are no instructions to read unrelated system files, environment variables, or transmit data externally.
Install Mechanism
There is no install spec — the skill is instruction-plus-local-scripts only. No downloads, package installs, or external installers are requested.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The included code does not access environment variables or external secrets. The set of declared/used resources is proportionate to the stated functionality.
Persistence & Privilege
The skill is not marked always:true and uses normal agent invocation. It does write/read its own task JSON files (progress_monitor updates the supplied tasks file), which is expected behavior for a local progress tracker and not a system-wide privilege escalation.
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 task-orchestrator - 安装完成后,直接呼叫该 Skill 的名称或使用
/task-orchestrator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
Initial release of Task Orchestrator.
- Automatically parses user goals and decomposes them into structured task trees.
- Matches tasks to the most suitable AI agents based on capability, load, and cost.
- Decides execution order using urgency, value, cost, and risk assessments.
- Monitors task progress in real time, detects anomalies, and retries failed tasks intelligently.
- Supports multi-agent collaboration and complex dependency handling.
- Includes scripts and resources for task decomposition, priority calculation, agent matching, and reporting.
元数据
常见问题
Task Orchestrator 是什么?
Intelligent task management and execution coordination officer. Automatically generates task lists, intelligently decomposes complex tasks, matches AI agents... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 83 次。
如何安装 Task Orchestrator?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install task-orchestrator」即可一键安装,无需额外配置。
Task Orchestrator 是免费的吗?
是的,Task Orchestrator 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Task Orchestrator 支持哪些平台?
Task Orchestrator 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 Task Orchestrator?
由 OpenLark(@openlark)开发并维护,当前版本 v1.0.0。
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