withqwerty/nutmeg · skills/acquire/SKILL.md · Get football data: fetch, scrape or download from StatsBomb, Opta, FBref, Understat, SportMonks, Wyscout, Kaggle or any…
withqwerty/nutmeg · skills/analyse/SKILL.md · Explore and interpret football data, and judge players or teams from stats: rankings, 'who is the best', 'is he a poor…
withqwerty/nutmeg · skills/brainstorm/SKILL.md · Ideas for football data visualisations: chart types and designs for match reports, player profiles, dashboards and…
withqwerty/nutmeg · skills/compute/SKILL.md · Calculate derived football metrics and models. Use when the user wants to compute xG, xGOT, PPDA, passing networks…
withqwerty/nutmeg · skills/heal/SKILL.md · Fix broken football data scrapers and pipelines: failed requests, API errors, changed formats. Also drafts upstream…
withqwerty/nutmeg · skills/learn/SKILL.md · Explain football analytics concepts and provider documentation: what a metric means (xG, PPDA, xT), learning paths and…
withqwerty/nutmeg · skills/nutmeg/SKILL.md · Football data analytics entry point. Use for any task with football data: xG, match or player stats, scouting, shot…
withqwerty/nutmeg · skills/research/SKILL.md · Run football analysis as a research project that shows its work: a question, a plan with reasons, a claim ledger tying…
withqwerty/nutmeg · skills/review/SKILL.md · Review football data code and visualisations for correctness. Use after building a chart, data pipeline, or analysis…
withqwerty/nutmeg · skills/store/SKILL.md · Store and publish football data: databases, file formats, cloud storage, project layout, and sharing outputs…
withqwerty/nutmeg · skills/wrangle/SKILL.md · Clean, filter, reshape, join and convert football data, including missing values and large datasets. Use for any data…