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Install in OpenClaw
/install pans-github-scout
Description
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...
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pans-github-scout - After installation, invoke the skill by name or use
/pans-github-scout - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Pans Github Scout?
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... It is an AI Agent Skill for Claude Code / OpenClaw, with 62 downloads so far.
How do I install Pans Github Scout?
Run "/install pans-github-scout" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pans Github Scout free?
Yes, Pans Github Scout is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pans Github Scout support?
Pans Github Scout is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pans Github Scout?
It is built and maintained by dashiming (@dashiming); the current version is v1.0.0.
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