📦 Skill Orchestra — 智能体路由
v2.0.0基于显式能力/成本建模的技能感知智能体路由系统，准确率提升22.5%，成本仅为强化学习路由器的1/700，论文源arXiv:2602.19672。
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by @tobisamaa下载技能包
最后更新
2026/4/22
安全扫描
OpenClaw
安全
high confidenceThe skill's code and runtime instructions match its stated purpose (skill-aware routing) and do not request unexpected credentials or installs, though there are minor metadata/docs mismatches you should be aware of.
评估建议
This package appears to implement what it claims: local routing logic with no credential or network demands. Before installing: (1) confirm whether your platform provides the referenced 'model-router' skill or whether SKILL.md's dependency needs to be added (there is a mismatch with registry metadata), (2) review the included files for any unexpected network calls or os/env access (importing the module will execute its top-level code), and (3) if you plan to run it in production, test in a sandb...详细分析 ▾
⚠ 用途与能力
The skill's name, description, SKILL.md, and bundled Python code all implement skill-aware routing and competence/cost modeling, which is coherent. However there is a metadata mismatch: the registry summary lists no required skills/env, while SKILL.md metadata declares a dependency on a 'model-router' skill. Also SKILL.md contains PowerShell examples while the implementation is Python — a documentation/format inconsistency but not evidence of maliciousness.
✓ 指令范围
SKILL.md's runtime instructions describe routing logic and pattern-matching; they do not instruct the agent to read unrelated files, exfiltrate secrets, or call external endpoints. The included code implements routing, performance tracking, and selection logic without references to network or credential access.
✓ 安装机制
There is no install script or remote download. The bundle includes two local source files and a wrapper that loads them via importlib; no external URLs, package installs, or archive extraction are present.
✓ 凭证需求
The skill declares no required environment variables, credentials, or config paths and the code does not read environment/credential sources. No disproportionate secret access is requested.
✓ 持久化与权限
Flags are default (always: false, agent invocation allowed). The skill does not request permanent platform-wide privileges nor attempt to modify other skills' configurations; the wrapper registers a capability for discovery only.
安全有层次，运行前请审查代码。
运行时依赖
🖥️ OSmacOS · Linux · Windows
版本
latestv2.0.02026/2/28
SkillOrchestra v2.0.0 – Major Enhancement - Added routing cache, pattern learning, and predictive routing for smarter agent selection. - Improved accuracy by +22.5% while reducing learning cost by 700x compared to RL routers. - Introduced explicit modeling of agent competence and cost per skill, enabling interpretable, cost-effective routing. - Prevents routing collapse with built-in decision diversity safeguards. - Compatible with model-router; offers 4x routing speedup and 95% accuracy.
● 可疑
安装命令
点击复制官方npx clawhub@latest install skill-orchestra
镜像加速npx clawhub@latest install skill-orchestra --registry https://cn.longxiaskill.com镜像同步中