📦 TaskMaster — AI成本优化

v1.0.0

智能项目经理:自动拆分复杂任务,按难度匹配模型,并行调度子代理,实时跟踪进度与 token 开销,让研究、多步流程与日常任务高效低成本完成。

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jlwrow 头像by @jlwrow (SonnyW)
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最后更新
2026/2/26
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OpenClaw
安全
high confidence
NULL
评估建议
This skill appears internally coherent and implements what it claims: model triage, sub-agent spawn command generation, and local token-cost tracking. Before installing or running it, consider: 1) Integration is partially manual/stubbed — execute_task prints spawn commands rather than automatically calling sessions_spawn, and track_session_cost is not fully implemented; expect to supply platform session calls or finish integration. 2) Cost/log file (taskmaster-costs.json) will be created/updated...
详细分析 ▾
用途与能力
Name/description (task delegation, model selection, sub-agents, token tracking) match the included files and code. The Python code implements complexity analysis, model selection, spawn-command generation, and local cost logging consistent with the stated functionality. Use of Anthropic model identifiers is coherent with cost-optimization claims.
指令范围
SKILL.md and code stick to orchestration, model selection, spawn command generation, and cost tracking; they do not instruct reading unrelated system files or requesting unrelated credentials. However, several integration functions are stubs or designed for manual invocation (e.g., execute_task prints spawn commands and returns instructions rather than calling sessions_spawn directly; track_session_cost/session_status parsing is incomplete/truncated). Also the skill writes/updates a local JSON cost log (taskmaster-costs.json) which may contain task metadata; review whether that file could store sensitive task text before use.
安装机制
No install spec and no external downloads. The skill is instruction+code only and depends only on Python standard capabilities. There are no URLs, installers, or extracted archives that would execute arbitrary remote code during install.
凭证需求
The package declares no required environment variables, no credentials, and no config paths. The code expects OpenClaw platform functions (sessions_spawn, session_status) for integration but does not request unrelated secrets or cloud credentials.
持久化与权限
always:false (no forced inclusion). The skill writes a local cost log (taskmaster-costs.json) and returns spawn commands that include 'cleanup': 'keep' which may retain session artifacts until cleaned. The skill does not request system-wide privileges or alter other skills' config, but consider that saved logs may contain task descriptions or outputs.
安全有层次,运行前请审查代码。

运行时依赖

无特殊依赖

版本

latestv1.0.02026/2/2

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安装命令

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官方npx clawhub@latest install taskmaster
镜像加速npx clawhub@latest install taskmaster --registry https://cn.longxiaskill.com
数据来源ClawHub ↗ · 中文优化:龙虾技能库