github-repository-analysis

name	GitHub Repository Analysis
description	Analyzes a github repository to extract key features, innovation score, and categorization.
category	Code Analysis
tags	["github","code","repository"]
version	1.0.0

GitHub Repository Analysis Skill

Objective

To extract high-quality, normalized information from a GitHub repository README and source structure to classify the tool effectively into the Borg Atlas.

Triggers

This skill activates whenever a github.com URL is passed into the pipeline.

Execution Strategy

1. Fetch & Clean: Retrieve the README.md. Strip out badges, contributor lists, and table of contents to focus on the core descriptions.
2. Feature Extraction: Do not just list "Open Source". Extract the core architectural features (e.g. "Uses AST parsing for deterministic type generation", "Implements zero-copy memory buffers").
3. Innovation Scoring:
   • Baseline = 5.
   • If it implements a completely novel algorithm not seen in other repos -> +2
   • If it is a wrapper around an existing tool without new features -> -2

Prompt Modifiers for LLM

• Focus on: stars, language, last commit date, README quality
• Extract: primary use case, key dependencies, API surface
• Prioritize: how this differs from alternatives in the same space

Output Schema

Ensure output complies with the standard atlas entry JSON structure.