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source-finder

Locate source code repositories for Python packages by analyzing PyPI metadata, project URLs, and code hosting platforms like GitHub, GitLab, and Bitbucket. Provides deterministic results with confidence levels.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
18
Hot score
87
Updated
March 20, 2026
Overall rating
C4.2
Composite score
4.2
Best-practice grade
B82.7

Install command

npx @skill-hub/cli install opendatahub-io-ai-helpers-source-finder

Repository

opendatahub-io/ai-helpers

Skill path: claude-plugins/python-packaging/skills/source-finder

Locate source code repositories for Python packages by analyzing PyPI metadata, project URLs, and code hosting platforms like GitHub, GitLab, and Bitbucket. Provides deterministic results with confidence levels.

Open repository

Best for

Primary workflow: Ship Full Stack.

Technical facets: Full Stack.

Target audience: everyone.

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: opendatahub-io.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install source-finder into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/opendatahub-io/ai-helpers before adding source-finder to shared team environments
  • Use source-finder for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

Original source / Raw SKILL.md

---
name: source-finder
description: Locate source code repositories for Python packages by analyzing PyPI metadata, project URLs, and code hosting platforms like GitHub, GitLab, and Bitbucket. Provides deterministic results with confidence levels.
allowed-tools: [Bash, WebSearch, WebFetch]
---

# Source Finder

Locates source code repositories for Python packages with confidence scoring.

## Usage

To find a source repository for a given package:

1. Run the finder script, for example:

```
# Find repository
$ ./scripts/finder.py requests

# Output structure:
{
  "url": "https://github.com/psf/requests",
  "confidence": "high",
  "method": "pypi_metadata_project_urls.Source",
  "package_name": "requests"
}
```

2. Parse the JSON output:

- `url`: Repository URL (or `null` if not found)
- `confidence`: `high`, `medium`, or `low`
- `method`: How the URL was found
- `package_name`: the package that was searched

3. If confidence is `low` or `url` is `null`, use WebSearch: `<package_name> python github repository`

4. Present results with confidence level clearly indicated

## Output Format

As a result, provide structured output including:

- Repository URL
- Confidence level (high/medium/low)
- Method used to find the repository
- Additional context or warnings
source-finder | SkillHub