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Skill Combo Recommender

作者 utopiabenben · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
154
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在 OpenClaw 中安装
/install skill-combo-recommender
功能描述
Recommend optimal skill combinations and workflows for user tasks, offering usage examples and preset workflows to optimize project execution.
安全使用建议
This skill appears coherent and implements a local recommender. Before installing: (1) review install.sh to ensure you are comfortable with it copying files to ~/.openclaw/skills and creating a symlink in ~/.local/bin; (2) scan the full source (source/skill_combo_recommender.py) for any network calls, telemetry, or subprocess calls if you want extra assurance—current excerpts show only local data structures; (3) be aware that the recommender lists other skills (e.g., proxy managers) which themselves may perform sensitive actions—install and run those only if you trust them; and (4) if you see claims about "learning user behavior" or telemetry in a later version, verify where that data is stored/sent before enabling such features.
功能分析
Type: OpenClaw Skill Name: skill-combo-recommender Version: 1.0.0 The skill is a recommendation engine designed to suggest combinations of other OpenClaw skills and workflows based on user-provided tasks. The core logic in `source/skill_combo_recommender.py` uses static dictionaries and keyword matching to calculate relevance scores, and the `install.sh` script performs standard local installation procedures without any suspicious network or file system activity. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found.
能力评估
Purpose & Capability
The name/description match the included Python implementation: a local SKILLS database, WORKFLOWS, keyword mappings, and CLI behaviors for recommending skill combinations. The listed example recommendations (content, video, data workflows) align with the skill's stated purpose. The presence of skills like a proxy manager is part of the catalog and makes sense for a recommender that lists third‑party skills, even if some of those recommended skills have potentially sensitive functionality themselves.
Instruction Scope
SKILL.md contains only recommendation logic, CLI usage examples, and instructions for extending the local skill/workflow databases. It does not instruct the agent to read unrelated system files or to exfiltrate data. It does mention possible future features (e.g., "record user choices" for learning), but that is only a roadmap item, not an instruction that will run now.
Install Mechanism
There is an install.sh that copies files into the user's ~/.openclaw/skills and optionally creates a symlink in ~/.local/bin; this is a normal user-space install. Note: the repository metadata summary earlier said "instruction-only", which is inconsistent with the presence of install.sh and a declared entrypoint in skill.json. The install script performs only local file operations and no network downloads.
Credentials
The skill requests no environment variables or credentials and only requires python3 (declared in skill.json). That is proportional to a local CLI recommender. No secrets or unrelated credentials are requested.
Persistence & Privilege
The skill does not set always:true and does not request elevated system privileges. The installer writes to user-owned directories (~/.openclaw/skills and optionally ~/.local/bin), which is standard for user-space tools.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install skill-combo-recommender
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /skill-combo-recommender 触发
  4. 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
智能推荐技能组合和工作流程,支持28个技能和6个预设工作流
元数据
Slug skill-combo-recommender
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Skill Combo Recommender 是什么?

Recommend optimal skill combinations and workflows for user tasks, offering usage examples and preset workflows to optimize project execution. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 154 次。

如何安装 Skill Combo Recommender?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install skill-combo-recommender」即可一键安装,无需额外配置。

Skill Combo Recommender 是免费的吗?

是的,Skill Combo Recommender 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Skill Combo Recommender 支持哪些平台?

Skill Combo Recommender 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 Skill Combo Recommender?

由 utopiabenben(@utopiabenben)开发并维护,当前版本 v1.0.0。

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