How does the skill determine the repository URL?

It primarily checks PyPI metadata for verified project URLs and then validates those links against known code hosting platforms like GitHub.

Is the output machine-readable?

Yes, the skill generates structured JSON output containing the URL, confidence level, discovery method, and package name.

What happens if a repository isn't listed in PyPI metadata?

The skill utilizes a fallback web search method to find the most likely official repository and assigns a corresponding confidence level to the result.

Can I use this for security audits?

Absolutely. It is an ideal tool for quickly navigating to the source code of dependencies to perform security reviews or verify package integrity.

Which hosting platforms are supported?

The tool is designed to identify and verify repositories hosted on GitHub, GitLab, and Bitbucket.

Python Source Finder

Name: Python Source Finder
Author: opendatahub-io

byopendatahub-io

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开发者工具

Locates the source code repositories for Python packages by analyzing PyPI metadata and major code hosting platforms.

This skill enables Claude to deterministically find the source code repositories for any Python package listed on PyPI. By analyzing package metadata, project URLs, and performing targeted searches across GitHub, GitLab, and Bitbucket, it provides a reliable URL accompanied by a confidence score. It is particularly useful for developers who need to audit dependency code, check implementation details, or contribute to upstream projects without the friction of manual searching.

主要功能

01Multi-platform support for GitHub, GitLab, and Bitbucket

02Structured JSON output for programmatic integration

03Fallback web search mechanism for obscure or undocumented packages

0412 GitHub stars

05Deterministic results with high, medium, and low confidence levels

06Automated PyPI metadata analysis for repository discovery

使用场景

01Auditing the source code of a dependency before installation

02Researching implementation patterns within specific Python libraries

03Finding official repositories to report bugs or submit pull requests

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add opendatahub-io/ai-helpers python-packaging-source-finder

For use in Claude.ai and ChatGPT

Download Skill