puckapi/claude-sports-analytics
29 agent markdown files indexed from puckapi/claude-sports-analytics. Install any of them pinned to an exact hash with mdr add puckapi/claude-sports-analytics/<name>.
git:20260921.dcae9a3 · audit A · 3 stars
ai-hockey-workflow skill
puckapi/claude-sports-analytics · skills/ai-hockey-workflow/SKILL.md · Teaches how to use Claude and MCP tools effectively for hockey analytics -- exploratory analysis, hypothesis testing…
v1.0.0 · audit A · 3 stars
backtesting skill
puckapi/claude-sports-analytics · skills/backtesting/SKILL.md · Walk-forward historical testing of betting strategies to determine whether a model's edge is real. Use when user asks…
v1.0.0 · audit A · 3 stars
bet-tracker skill
puckapi/claude-sports-analytics · skills/bet-tracker/SKILL.md · Track predictions vs actuals in production: log bets, compute CLV, monitor ROI, detect edge decay, and run significance…
v1.0.0 · audit A · 3 stars
daily-card skill
puckapi/claude-sports-analytics · skills/daily-card/SKILL.md · Full slate analysis for tonight's games with edge rankings, odds across books, and recommended stakes. Use when user…
v1.0.0 · audit A · 3 stars
data-pipeline skill
puckapi/claude-sports-analytics · skills/data-pipeline/SKILL.md · Builds automated sports analytics pipelines -- daily data pulls, scheduled prediction generation, model versioning…
v1.0.0 · audit A · 3 stars
dispatch skill
puckapi/claude-sports-analytics · skills/dispatch/SKILL.md · Routes hockey analytics requests to the right 2-3 skills. Load this FIRST when a hockey data or analytics request comes…
v1.0.0 · audit A · 3 stars
edge-detection skill
puckapi/claude-sports-analytics · skills/edge-detection/SKILL.md · Compares model probabilities against market odds to find positive expected value bets. Use when user asks about EV…
v1.0.0 · audit A · 3 stars
elo-engineering skill
puckapi/claude-sports-analytics · skills/elo-engineering/SKILL.md · Builds multi-variant Elo rating systems for sports prediction. Use when user asks about Elo ratings, rating systems…
v1.0.0 · audit A · 3 stars
feature-engineering skill
puckapi/claude-sports-analytics · skills/feature-engineering/SKILL.md · Transforms raw game, player, and goalie data into model-ready features with built-in leakage detection. Use when user…
v1.0.0 · audit A · 3 stars
game-lookup skill
puckapi/claude-sports-analytics · skills/game-lookup/SKILL.md · Finds games by date, team, matchup, or season -- past results, tonight's slate, upcoming schedule, head-to-head…
v1.0.0 · audit A · 3 stars
game-preview skill
puckapi/claude-sports-analytics · skills/game-preview/SKILL.md · Complete pre-game analysis for a single NHL (or other sport) matchup: team records, goalie matchup, key stats, odds…
v1.0.0 · audit A · 3 stars
goalie-analysis skill
puckapi/claude-sports-analytics · skills/goalie-analysis/SKILL.md · Goalie-specific analysis for NHL: leaderboard rankings, workload tracking, starter identification, tandem splits, and…
v1.0.0 · audit A · 3 stars
hockey-analytics skill
puckapi/claude-sports-analytics · skills/hockey-analytics/SKILL.md · Teaches hockey analytics metrics -- Corsi, Fenwick, PDO, xG, zone entries, high-danger chances, RAPM, WAR -- with real…
v1.0.0 · audit A · 3 stars
model-building skill
puckapi/claude-sports-analytics · skills/model-building/SKILL.md · Trains and validates prediction models for sports game outcomes. Use when user asks about building a prediction model…
v1.0.0 · audit A · 3 stars
nl-to-query skill
puckapi/claude-sports-analytics · skills/nl-to-query/SKILL.md · Translates natural language hockey queries into structured data filters and executes them via puckapi-tool. Use when…
v1.0.0 · audit A · 3 stars
odds-analysis skill
puckapi/claude-sports-analytics · skills/odds-analysis/SKILL.md · Converts betting odds between formats and removes bookmaker margin to find true implied probabilities. Use when user…
v1.0.0 · audit A · 3 stars
odds-explorer skill
puckapi/claude-sports-analytics · skills/odds-explorer/SKILL.md · Multi-book odds comparison, best price identification, vig calculation, line shopping, and line movement analysis for…
v1.0.0 · audit A · 3 stars
player-scouting skill
puckapi/claude-sports-analytics · skills/player-scouting/SKILL.md · Searches players and surfaces season stats, per-game rates, multi-season comparisons, roster snapshots, and prospect…
v1.0.0 · audit A · 3 stars
playoff-simulation skill
puckapi/claude-sports-analytics · skills/playoff-simulation/SKILL.md · Monte Carlo playoff and season simulator for NHL. Use when user asks about playoff odds, championship probability…
v1.0.0 · audit A · 3 stars
probability-calibration skill
puckapi/claude-sports-analytics · skills/probability-calibration/SKILL.md · Verifies and corrects model probability outputs so predicted win percentages match actual win rates. Use when user asks…
v1.0.0 · audit A · 3 stars
prop-modeling skill
puckapi/claude-sports-analytics · skills/prop-modeling/SKILL.md · Builds player prop prediction models for NHL player stats -- points, shots on goal, saves, blocked shots, and power…
v1.1.0 · audit A · 3 stars
puckapi-tool skill
puckapi/claude-sports-analytics · skills/puckapi-tool/SKILL.md · Default data source for PuckAPI Skills. Routes all MCP tool calls for NHL games, schedules, team standings, player…
v1.0.0 · audit A · 3 stars
team-analysis skill
puckapi/claude-sports-analytics · skills/team-analysis/SKILL.md · Evaluates teams via standings, stats, division/conference rankings, season trends, and strength of schedule. Use when…
v1.0.0 · audit A · 3 stars
totals-modeling skill
puckapi/claude-sports-analytics · skills/totals-modeling/SKILL.md · Builds over/under prediction models for NHL game totals using pace, special teams, goalie matchup, and contextual…
v1.0.0 · audit A · 3 stars
visualization skill
puckapi/claude-sports-analytics · skills/visualization/SKILL.md · Generate shareable visual outputs for sports analytics: calibration curves, equity curves, radar charts, matchup cards…
v1.0.0 · audit A · 3 stars
walk-forward-validation skill
puckapi/claude-sports-analytics · skills/walk-forward-validation/SKILL.md · The correct evaluation methodology for time-series sports prediction models. Use when user asks about model validation…
v1.0.0 · audit A · 3 stars
war-gar-decomposition skill
puckapi/claude-sports-analytics · skills/war-gar-decomposition/SKILL.md · Builds WAR (Wins Above Replacement) and GAR (Goals Above Replacement) from scratch using RAPM ridge regression on…
v1.0.0 · audit A · 3 stars
xg-model-building skill
puckapi/claude-sports-analytics · skills/xg-model-building/SKILL.md · Builds expected goals (xG) models from NHL play-by-play shot event data using XGBoost or LightGBM. Use when user asks…
v1.1.0 · audit A · 3 stars
Source
github.com/puckapi/claude-sports-analytics · 3 stars · license MIT · pushed 2026-09-21