Obscure Package Master

This skill allows you to ground yourself in the objective reality of a package's source code by generating a deterministic "grep map" and a local mirror of its source.

Trigger Scenarios

• You are working with a library that is not in your top-tier training set (e.g., NOT numpy, pandas, requests).
• You find yourself searching for basic API signatures or parameters for a library.
• You have a >= 5% uncertainty about a package's API behavior or structure.
• The package's documentation is sparse or confusing.

Instructions

When the trigger conditions are met, follow these steps to generate a grounded reference for the package:

1. Identify the Package & Version: Determine the package name and the exact version you need (e.g., from requirements.txt, pyproject.toml, or pip show).

2. Run the Generator: Execute the generate_mirror.py script to create a local skill for that specific package version.

   python3 <path_to_scripts>/generate_mirror.py <package> <version>