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在 OpenClaw 中安装
/install pans-github-scout
功能描述
扫描 GitHub 寻找潜在 AI 公司客户。支持按 AI/ML repos、大模型项目、训练代码 等维度搜索，筛选 star 数、活跃度、公司规模，输出 CSV 或 JSON 格式线索列表。 触发词：GitHub扫描, AI公司线索, 客户发现, github scout, AI startup discove...
安全使用建议
This skill appears to do what it says: query the GitHub API for AI/ML repositories and export candidate leads. Before installing or running it: (1) Review the script yourself (it's included) and run it in a controlled environment; (2) If you supply a GITHUB_TOKEN, prefer a token scoped for read-only public-repo access (no write/admin scopes); (3) be aware SKILL.md lists the 'requests' package although the script uses urllib — you likely don't need requests; (4) the script relies on network access to api.github.com only and does not exfiltrate data elsewhere, but verify that for your risk tolerance; (5) there are some small coding issues (e.g., mismatch of imports/dependencies) that could cause runtime errors — test on sample runs before trusting outputs.
功能分析
Type: OpenClaw Skill
Name: pans-github-scout
Version: 1.0.0
The skill is a legitimate tool designed to search GitHub for AI/ML-related repositories and organizations to generate business leads. The Python script (scripts/scout.py) uses standard libraries to interact with the GitHub API, correctly handles authentication via environment variables, and performs data filtering and export functions as described in the documentation (SKILL.md). No malicious patterns, data exfiltration, or prompt injection attempts were found.
能力评估
Purpose & Capability
Name/description, SKILL.md usage examples, and the included scripts/scout.py all align: the tool queries the GitHub API for AI/ML-related repositories and filters/exports leads. Minor inconsistency: SKILL.md lists the 'requests' dependency but the script uses urllib (no requests import), which is an unnecessary/incorrect dependency declaration but not malicious.
Instruction Scope
Runtime instructions only instruct running the included Python script to call api.github.com and export results to CSV/JSON. The script only accesses GitHub API endpoints and an optional GITHUB_TOKEN environment variable; it does not read or transmit other local files or contact unknown external endpoints.
Install Mechanism
No install spec (instruction-only with a bundled script) — low-risk. The package does not attempt to download or execute external archives. Note: SKILL.md lists a dependency ('requests') that the script does not use; this is an inconsistency but not an install risk.
Credentials
No required credentials declared. The script optionally reads GITHUB_TOKEN (expected for higher rate limits). No other secrets or unrelated environment variables are requested.
Persistence & Privilege
always:false and the skill does not modify other skills or system configuration. It does not request permanent presence or elevated platform privileges.
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 pans-github-scout - 安装完成后，直接呼叫该 Skill 的名称或使用
/pans-github-scout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 pans-github-scout.
- Scan GitHub for potential AI company leads, focusing on AI/ML repositories, large model projects, and training code.
- Filter by stars, activity, and company size.
- Export results as CSV or JSON.
- Command-line interface with search, filter, and export options.
元数据
常见问题
Pans Github Scout 是什么？
扫描 GitHub 寻找潜在 AI 公司客户。支持按 AI/ML repos、大模型项目、训练代码 等维度搜索，筛选 star 数、活跃度、公司规模，输出 CSV 或 JSON 格式线索列表。 触发词：GitHub扫描, AI公司线索, 客户发现, github scout, AI startup discove... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 62 次。
如何安装 Pans Github Scout？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install pans-github-scout」即可一键安装，无需额外配置。
Pans Github Scout 是免费的吗？
是的，Pans Github Scout 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Pans Github Scout 支持哪些平台？
Pans Github Scout 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 Pans Github Scout？
由 dashiming（@dashiming）开发并维护，当前版本 v1.0.0。
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