Updated 2d ago
by withqwerty
nutmeg
Football data analytics toolkit for Claude Code. Covers Opta, StatsBomb, Wyscout, SportMonks, and free sources.
67 GitHub stars (67)
+15 in 30 days
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- 11 skills (11 skills found in its SKILL.md files)
- 5 forks (5 forks)
- 2d ago last update (Last updated 2d ago)
Install
Skills CLI
npx skills add withqwerty/nutmeg
Asks which skills and agents to install. Just one: npx skills add withqwerty/nutmeg --skill nutmeg-acquire — add -g for every project.
Claude Code
git clone https://github.com/withqwerty/nutmegcp -r "nutmeg/skills/acquire" ~/.claude/skills/
Copies the nutmeg-acquire skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add withqwerty/nutmeg
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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nutmeg-acquire
Get football data: fetch, scrape or download from StatsBomb, Opta, FBref, Understat, SportMonks, Wyscout, Kaggle or any source, and set up API keys and access. Use when the user wants data, or asks what is free and what is paid.
skills/acquire/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-analyse
Explore and interpret football data, and judge players or teams from stats: rankings, 'who is the best', 'is he a poor finisher', comparisons, headlines and social posts about stats. Use for match events, team and player comparisons and tactical patterns, at the user's level.
skills/analyse/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-brainstorm
Ideas for football data visualisations: chart types and designs for match reports, player profiles, dashboards and other graphics, with real-world examples. Use when the user wants options for how to show their data.
skills/brainstorm/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-compute
Calculate derived football metrics and models. Use when the user wants to compute xG, xGOT, PPDA, passing networks, expected threat, possession value, pressing intensity, or any derived football statistic from raw data.
skills/compute/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-heal
Fix broken football data scrapers and pipelines: failed requests, API errors, changed formats. Also drafts upstream issues or PRs when the bug is in a dependency such as soccerdata or kloppy.
skills/heal/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-learn
Explain football analytics concepts and provider documentation: what a metric means (xG, PPDA, xT), learning paths and resources, and provider details such as qualifier IDs, coordinate systems, event types, schemas, ID schemes, coverage, or comparing providers.
skills/learn/ on GitHub (opens in a new tab)SKILL.md -
nutmeg
Football data analytics entry point. Use for any task with football data: xG, match or player stats, scouting, shot maps, scraping FBref, Understat or Transfermarkt, judging players or teams from stats. Routes to the right nutmeg skill and handles first-time setup.
skills/nutmeg/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-research
Run football analysis as a research project that shows its work: a question, a plan with reasons, a claim ledger tying every number to evidence. Use for work to publish or decide on (shortlists, match or opposition reports, memos, charts, threads) or when sourced numbers are asked for.
skills/research/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-review
Review football data code and visualisations for correctness. Use after building a chart, data pipeline, or analysis. Dispatches specialised reviewers for data correctness, chart conventions, visual inspection, and interactive edge cases.
skills/review/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-store
Store and publish football data: databases, file formats, cloud storage, project layout, and sharing outputs (Streamlit, Observable, GitHub Pages).
skills/store/ on GitHub (opens in a new tab)SKILL.md -
nutmeg-wrangle
Clean, filter, reshape, join and convert football data, including missing values and large datasets. Use for any data manipulation on football data.
skills/wrangle/ on GitHub (opens in a new tab)SKILL.md
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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