elo-engineering

Official

Build and tune sports Elo rating systems efficiently.

AuthorPuckAPI
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill enables users to construct, optimize, and export multiple Elo rating variants for sports teams, facilitating predictive modeling and analysis.

Core Features & Use Cases

  • Rating System Construction: Develop multi-variant Elo models, including standard, fading, form, component, and flat-K Elo.
  • Data Integration: Utilize historical game results and team stats to build and calibrate ratings.
  • Use Case: A sports analyst wants to evaluate team strength over multiple seasons, incorporating recency effects and offensive/defensive components for enhanced predictions.

Quick Start

Build Elo ratings for NHL teams using recent game data and assess team strengths as of the latest season.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: elo-engineering
Download link: https://github.com/PuckAPI/claude-sports-analytics/archive/main.zip#elo-engineering

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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