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Sports Data HQ
Free and open source

30 skills for sports analytics

Claude Code skills that teach Claude how to build prediction models, analyze odds, and track performance. Install in one command. Data via Sports Data HQ.

# Install the plugin
$ claude plugin add noahowsh/claude-sports-analytics

# Then ask Claude anything
$ claude "Build me an Elo rating system for the NHL"
30
skills
8
categories
10K+
lines of methodology
01

Data Exploration

Find games, compare teams, scout players, check odds.

game-lookup

Find games by date, team, season. Scores and schedule.

team-analysis

Standings, stats, strength of schedule, rankings.

player-scouting

Player search, stats, comparison, NHLe translation.

goalie-analysis

GSAA, xSV%, high-danger save%, workload tracking.

odds-explorer

Multi-book odds comparison, line movement detection.

nl-to-query

Natural language to structured data queries.

game-preview

Full game preview: matchup, goalie, trends, odds.

02

Hockey Analytics

Understand and build the metrics that matter.

hockey-analytics

Corsi, Fenwick, xG, PDO, RAPM, WAR definitions and context.

xg-model-building

Build an expected goals model from play-by-play shot data.

03

Methodology

Feature engineering, model training, validation, calibration.

feature-engineering

Rolling windows, shift(1) leakage detection, feature catalogs.

walk-forward-validation

Temporal cross-validation. Refuses k-fold on time series.

model-building

LR to RF to XGBoost ladder. Hard-vote ensemble.

elo-engineering

5 Elo variants with per-sport tuning configs.

probability-calibration

Platt scaling, isotonic regression, Brier score decomposition.

odds-analysis

4 devigging methods (power, multiplicative, Shin, worst-case).

data-pipeline

GitHub Actions automation, SQLite schema, credit budgeting.

04

Betting

Find edges, size bets, track performance honestly.

edge-detection

EV calculation, Kelly criterion sizing, CLV tracking.

backtesting

Walk-forward historical strategy simulation.

daily-card

Full slate analysis with edge rankings. Requires your model.

bet-tracker

Log predictions, track CLV, test statistical significance.

visualization

Calibration plots, edge charts, player cards, correlation matrices.

05

Sport-Specific Models

Specialized prediction models for specific bet types.

totals-modeling

Over/under prediction. Pace metrics, Poisson, under bias.

prop-modeling

Player prop projections. TOI-first architecture, SGP correlation.

war-gar-decomposition

RAPM ridge regression, component GAR, contract surplus.

playoff-simulation

Monte Carlo season and bracket simulation.

06

NFL Analytics

EPA, play-by-play, fourth down decisions. Free data via nflfastR.

epa-situational-query

nflfastR play-by-play queries. 372 columns, free data.

fourth-down-decision

EV framework with conversion and field goal tables.

07

Workflow

Prompt patterns, hypothesis testing, skill routing.

ai-sports-workflow

4 workflow patterns for hypothesis testing with Claude.

dispatch

Routes requests to the right 2-3 skills automatically.

08

Infrastructure

MCP tool routing, credit tracking, data source management.

sportsdatahq-tool

Routes all MCP tool calls. 12 endpoints, credit tracking, BYOD support.

Open source methodology. Production-ready data.

The skills are free forever. When you need real data, Sports Data HQ is ready. Start with 500 credits on us.