Nutmeg Review
withqwerty/nutmegReview 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.
At a glance
/plugin marketplace add withqwerty/nutmeg
/plugin install nutmeg-review
Setup, runtime and requirements describe withqwerty/nutmeg, the repo this skill ships in.
Also in withqwerty/nutmeg
View the repoFootball data analytics — the single entry point. Use whenever the user mentions football data, xG, expected goals, match analysis, player s...
Fetch, scrape, or download football data from any source. Also handles API key setup and credential management. Use when the user wants to g...
Explore, interpret, and draw conclusions from football data. Use when the user wants to analyse match events, compare teams or players, unde...
Brainstorm football data visualisations and chart designs. Use when the user wants ideas for how to visualise football data, needs inspirati...
Calculate derived football metrics and models. Use when the user wants to compute xG, xGOT, PPDA, passing networks, expected threat, possess...
Fix broken data scrapers and pipelines. Use when data acquisition fails, a scraper breaks, an API returns errors, or data format has changed...
Learn about football analytics concepts and explore provider documentation. Use when the user asks what a metric means (xG, PPDA, expected t...
Choose how and where to store football data. Use when the user asks about database choices, file formats, cloud storage, data pipelines, or...
Transform, filter, reshape, join, and manipulate football data. Use when the user needs to clean data, merge datasets, convert between forma...