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在 OpenClaw 中安装
/install task-extractor
功能描述
Extract, track, and verify completion of multiple tasks from a single user message. Use when any message contains 3+ actionable items, a prompt dump with mix...
安全使用建议
This skill is coherent but potentially dangerous in practice because it instructs the agent to act without asking follow-up confirmation, spawn sub-agents, and perform external checks. Before installing: (1) decide whether you want the agent to automatically perform actions generated from user messages — if not, disable autonomous invocation or modify the skill to require confirmation for anything beyond harmless 'QUICK' reads; (2) run the skill in a sandboxed workspace to contain file writes (TASK_QUEUE.md); (3) ensure credentials your agent has access to are minimised (the skill doesn't declare which creds it needs); (4) consider editing SKILL.md to require explicit user confirmation for destructive or privileged tasks and to enumerate any needed credentials/APIs; (5) monitor sub-agent activity and logs when the skill first runs. If you lack those controls, treat this skill as higher-risk.
功能分析
Type: OpenClaw Skill
Name: task-extractor
Version: 1.0.0
The 'task-extractor' skill is a workflow management tool designed to help an AI agent track and execute multiple tasks from a single user message. It uses a 'TASK_QUEUE.md' file in the workspace to maintain state and provides a structured reporting format for the user. While it encourages a proactive 'don't interrogate, just do' approach (referred to as 'Ryan's rule' in SKILL.md), this is a common design pattern for autonomous agents to reduce conversational overhead and does not exhibit malicious intent, data exfiltration, or unauthorized execution capabilities.
能力评估
Purpose & Capability
Name and description match the SKILL.md: extraction, queueing, and verification of multi-item user messages. Writing TASK_QUEUE.md in a workspace and tracking artifacts is coherent with the stated purpose; no unrelated environment variables, binaries, or installs are requested.
Instruction Scope
The instructions explicitly tell the agent to execute tasks automatically ('Ryan's rule: don't interrogate, just do'), prioritize and run tasks, spawn sub-agents, and verify completion via external checks (file existence, API 200, deploy URL). This gives the skill broad runtime powers (file writes, network calls, potentially destructive operations) without requiring user confirmation and with an activation rule of 'if uncertain, activate', increasing risk of unintended actions.
Install Mechanism
Instruction-only skill with no install spec and no code files — low installation risk (nothing is downloaded or written by an installer).
Credentials
No credentials or env vars are declared (appropriate for an extraction/tracking tool). However, the verification and execution steps imply API calls, deployments, or other actions that may require credentials; the skill neither requests nor documents required credentials and may therefore end up using whatever credentials the agent already has access to — this is a gap and a potential risk.
Persistence & Privilege
The skill writes and updates workspace/TASK_QUEUE.md (expected). It can spawn sub-agents and rely on asynchronous completion events; it is not set to always:true. Combined with the 'do not ask' rule, the ability to autonomously perform and verify tasks increases blast radius, but the skill does not change other skills or system-wide configs.
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-extractor - 安装完成后,直接呼叫该 Skill 的名称或使用
/task-extractor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
First release. Prevents dropped tasks from multi-item prompts. Extract → receipt → execute → reconcile → verify.
元数据
常见问题
Task Extractor 是什么?
Extract, track, and verify completion of multiple tasks from a single user message. Use when any message contains 3+ actionable items, a prompt dump with mix... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 91 次。
如何安装 Task Extractor?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install task-extractor」即可一键安装,无需额外配置。
Task Extractor 是免费的吗?
是的,Task Extractor 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Task Extractor 支持哪些平台?
Task Extractor 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 Extractor?
由 KairoKid(@dodge1218)开发并维护,当前版本 v1.0.0。
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