DanielTomaro13/sportsdata-agents

prediction-markets

How to read prediction markets (Kalshi, Polymarket) — price-as-probability, resolution rules before any comparison, fees/spread, and comparing exchange contracts to book odds honestly.

لغة النص الأصلي: الإنجليزية

reading-a-racecard

How to read a racecard honestly — barrier/weight/form/scratchings, converting prices to fair probability (overround/vig), cross-book best price, and exotics.

لغة النص الأصلي: الإنجليزية

dfs-lineup-building

DFS lineup workflow — site rules first, projections with stated sources, deterministic optimisation via optimize_lineup, stacking/ownership as explicit judgment.

لغة النص الأصلي: الإنجليزية

backtest-design

How to design and read backtests honestly — lookahead/leakage traps, point-in-time discipline, multiple comparisons, CLV vs ROI, sample size.

لغة النص الأصلي: الإنجليزية

build-a-h2h-model

Worked example of model_development for match-winner (h2h/moneyline) markets — ratings + logistic regression, home advantage, draw handling.

لغة النص الأصلي: الإنجليزية

build-a-totals-model

Worked example of model_development for totals (over/under) markets — scoring-process baseline, pace adjustment, holdout evaluation.

لغة النص الأصلي: الإنجليزية

model-development

The general model-building method for ANY market — framing, sample-size discipline, feature selection (user priors + data-driven), baselines, leakage-safe validation, calibration, persistence.

لغة النص الأصلي: الإنجليزية

quant-concepts

Working definitions of the core quant concepts — Brier, log-loss, calibration, logistic regression, gradient boosting/XGBoost, regularization, walk-forward CV, CLV — and when each tool fits.

لغة النص الأصلي: الإنجليزية

reading-line-movement

Interpreting captured line movement — steam vs drift, why the close is the benchmark, and how movement context changes a value report.

لغة النص الأصلي: الإنجليزية

calibrate-probabilities

How to evaluate and fix probability calibration — holdout discipline, Brier/log-loss reading, Platt-style rescaling.

لغة النص الأصلي: الإنجليزية

book-navigation

Verified bookmaker entry points (competition/event ids) for cross-book price lookups, starting with AFL.

لغة النص الأصلي: الإنجليزية

compare-odds

Cross-bookmaker comparison workflow — find the same selection at every book, surface the best price, and flag value.

لغة النص الأصلي: الإنجليزية

vig-removal

Remove the bookmaker margin (vig/overround) to estimate fair probabilities and spot value.

لغة النص الأصلي: الإنجليزية