GitHub Ingestion & Repo Analytics (Frontend)

Ledger AI features a secure client-side repository analysis widget that queries GitHub REST APIs on candidate profile decryption.

📊 1. Repository Telemetry Grid

Language Usage Stack Bar:
- Loops through candidate repositories, aggregates source file sizes, and computes coding language percentages.
- Renders a multi-colored bar representing language distribution (e.g. JavaScript, Python, Rust) with tooltips.
Commit Activity Pulse Graph:
- Visualizes candidate developer commits over a 90-day span.
- Formatted as a 14x7 contribution density grid using opacities of brand-tailored cyan (#00f0ff).
Interactive Node Graph (Collaborator Network):
- (Optionally enabled) Renders collaborator graphs illustrating candidate team workflows.

AI Quality Evaluation:
- Parses candidate repos to generate a summary card measuring code quality:
  - Readability Index: Measures spacing, descriptive nomenclature, and structure.
  - Modularity Rating: Gauges functions and object separations.
  - Plagiarism Badge: Detects duplicate templates (flags 0% plagiarism for original work).
  - Security Checks: Highlights sensitive configuration file leaks.