技能 GitHub Project & Contributor Finder API Skill
📦

GitHub Project & Contributor Finder API Skill

中风险 🌐 网络访问🔑 环境变量⚙️ 外部命令

Find GitHub Contributors and Project Details

Finding qualified developers and project details on GitHub manually requires extensive searching. This skill searches repositories by keywords, stars, and dates to automatically extract contributor profiles and contact information.

支持: Claude Codex Code(CC)
⚠️ 63 差
1

下载技能 ZIP

2

在 Claude 中上传

前往 设置 → 功能 → 技能 → 上传技能

3

开启并开始使用

测试它

正在使用“GitHub Project & Contributor Finder API Skill”。 Find GitHub repositories about browser automation with at least 500 stars updated after 2025-01-01

预期结果:

  • Repository: Puppeteer (URL: github.com/puppeteer/puppeteer, 85000 stars, Owner: Google)
  • Contributors: [{name: 'Jane Smith', bio: 'Developer at Google', website: 'janesmith.dev', twitter: '@janesmith'}],
  • Repository: Playwright (URL: github.com/microsoft/playwright, 78000 stars, Owner: Microsoft)

正在使用“GitHub Project & Contributor Finder API Skill”。 Search for machine learning repositories with 1000+ stars and extract contributor profiles

预期结果:

  • Found 5 repositories matching criteria
  • Top contributors: [Alex Chen (TensorFlow), Maria Garcia (PyTorch), James Wilson (scikit-learn)]
  • Contact extraction complete. 15 contributor profiles retrieved including bio, website, and Twitter.

正在使用“GitHub Project & Contributor Finder API Skill”。 Find React component libraries with 2000+ stars and get owner contact info

预期结果:

  • Discovered popular React libraries: Material-UI, Chakra UI, Ant Design
  • Owner profiles retrieved with social links for partnership outreach

安全审计

中风险
v1 • 4/28/2026

Risk factors confirmed: network access to external API, environment variable for API credentials. External commands are benign shell invocations for running Python scripts. No malicious intent detected. Code is legitimate API client for GitHub project/contributor data retrieval service.

2
已扫描文件
250
分析行数
8
发现项
1
审计总数

高风险问题 (1)

scripts/github_project_contributor_finder_api.py:115-116scripts/github_project_contributor_finder_api.py:121
Environment Variable Access for API Credentials
Script reads BROWSERACT_API_KEY from environment variables. This is standard practice for API key management and is appropriate for this skill. The key is used solely for authenticating to the BrowserAct service.
低风险问题 (4)
SKILL.md:60-66
External Command Execution for Python Script Invocation
SKILL.md documents shell commands to run Python scripts. These are benign invocations for legitimate API client execution, not arbitrary command injection. No user input concatenation into shell commands detected.
scripts/github_project_contributor_finder_api.py:38-41scripts/github_project_contributor_finder_api.py:65-68scripts/github_project_contributor_finder_api.py:93-96
Network Access to External API Service
Python script makes HTTP requests to BrowserAct API endpoint. This is the intended purpose of the skill - retrieving GitHub project and contributor data via a third-party service.
SKILL.md:22SKILL.md:100
Hardcoded URLs for Documentation Links
SKILL.md contains hardcoded URLs for BrowserAct documentation and pricing pages. These are informational links for user guidance, not dangerous network destinations.
scripts/github_project_contributor_finder_api.py:48-49scripts/github_project_contributor_finder_api.py:50-51
System Reconnaissance Pattern in Error Messages
Script checks for specific error strings in API responses. This is standard error handling and diagnostics, not system reconnaissance.

风险因素

🌐 网络访问 (8)
scripts/github_project_contributor_finder_api.py:38 scripts/github_project_contributor_finder_api.py:65 scripts/github_project_contributor_finder_api.py:93 scripts/github_project_contributor_finder_api.py:15 scripts/github_project_contributor_finder_api.py:51 scripts/github_project_contributor_finder_api.py:119 SKILL.md:22 SKILL.md:100
🔑 环境变量 (11)
scripts/github_project_contributor_finder_api.py:115 scripts/github_project_contributor_finder_api.py:115 scripts/github_project_contributor_finder_api.py:18 scripts/github_project_contributor_finder_api.py:23 scripts/github_project_contributor_finder_api.py:115 scripts/github_project_contributor_finder_api.py:115 scripts/github_project_contributor_finder_api.py:116 scripts/github_project_contributor_finder_api.py:121 scripts/github_project_contributor_finder_api.py:130 SKILL.md:4 SKILL.md:20
⚙️ 外部命令 (41)
SKILL.md:20 SKILL.md:28 SKILL.md:30 SKILL.md:30 SKILL.md:30 SKILL.md:31 SKILL.md:34 SKILL.md:36 SKILL.md:36 SKILL.md:37 SKILL.md:40 SKILL.md:41 SKILL.md:42 SKILL.md:42 SKILL.md:43 SKILL.md:46 SKILL.md:47 SKILL.md:48 SKILL.md:48 SKILL.md:49 SKILL.md:52 SKILL.md:54 SKILL.md:54 SKILL.md:55 SKILL.md:60-66 SKILL.md:66-69 SKILL.md:69-79 SKILL.md:79-80 SKILL.md:80-81 SKILL.md:81-82 SKILL.md:82-83 SKILL.md:83-86 SKILL.md:86-87 SKILL.md:87-88 SKILL.md:88-89 SKILL.md:89-90 SKILL.md:90-91 SKILL.md:91-97 SKILL.md:97-98 SKILL.md:98 SKILL.md:98-101
审计者: claude

质量评分

45
架构
100
可维护性
87
内容
50
社区
47
安全
65
规范符合性

你能构建什么

Tech Recruiter Building Candidate Pipeline

Recruiters search for developers who contribute to popular projects in specific domains like machine learning or web frameworks. Extract contact information to reach out with job opportunities.

Developer Outreach for Tool Marketing

Marketing teams find active contributors to repositories related to their developer tools product. Collect email addresses and social profiles for targeted campaigns.

Open Source Project Discovery

Developers and researchers find trending repositories in their area of interest by filtering on keywords and star counts. Discover projects to contribute to or learn from.

试试这些提示

Find Popular Repositories by Topic 
Find GitHub repositories related to {topic} with at least {min_stars} stars that were updated after {date}
Get Contributor Contact Information 
Search for GitHub repositories about {topic} and extract contact information for the top contributors including their personal websites and Twitter accounts
Build Lead List for Developer Tools 
Find repositories related to {tech_stack} that have been updated recently. For each repository, get the top 3 contributors with their profile URLs and bios
Research Active Contributors in Domain 
Search GitHub for {domain} projects with {min_stars}+ stars updated after {date}. Get detailed profiles including their other repositories, personal websites, and social media

最佳实践

  • Set the BROWSERACT_API_KEY environment variable before using this skill
  • Use specific keywords and higher star counts to get more relevant and high-quality repository results
  • Check the status logs during execution; the task may take several minutes depending on pagination settings

避免

  • Do not use overly broad keywords without star filters; this returns too many low-quality results
  • Do not set extremely high pagination counts on first run; start with page_turns=1 to verify results
  • Do not ignore API key errors; an invalid or expired key will prevent any data retrieval

常见问题

How do I get a BrowserAct API key?
Visit https://www.browseract.com/reception/integrations to create an account and generate your API key. Set it as the BROWSERACT_API_KEY environment variable.
What happens if my API key is invalid?
The script will output an 'Invalid authorization' error. Do not retry; instead provide a valid API key or check if your subscription is active.
How long does the search take?
Execution time depends on the number of pages and items per page. A single page with 5 items typically takes 1-3 minutes. Monitor status logs for progress.
Can I search without specifying minimum stars?
Yes, the stars parameter defaults to 100 if not specified. However, using higher star counts helps filter for more established and valuable repositories.
What data is extracted for each contributor?
The skill extracts: GitHub username, profile URL, bio, summary of their other repositories, personal website link, and Twitter handle if available.
Is there a limit on how many results I can retrieve?
The limit depends on your BrowserAct subscription plan. Higher pagination and date limits per page will process more results but may hit rate limits or concurrent task restrictions.

开发者详情

许可证

MIT

仓库

https://github.com/browser-act/skills/tree/main/solutions/lead-generation/github-project-contributor-finder-api-skill

引用

main

文件结构

📁 scripts/

📄 github_project_contributor_finder_api.py

📄 SKILL.md