nutmeg-learn SKILL.md skillA

nutmeg-learn from withqwerty/nutmeg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add withqwerty/nutmeg/nutmeg-learn@git:20261010.da11349

Pins git:20261010.da11349 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
withqwerty/nutmeg
Path
skills/learn/SKILL.md
Versions recorded
9
Latest version
git:20261010.da11349, committed Oct 10, 2026
First version recorded
Mar 25, 2026
Size
9,108 bytes
Repository stars
55
License
none declared

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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Learn

Teach football analytics concepts, recommend resources, provide a learning path, and answer questions about data provider documentation — all adapted to the user's level.

## Accuracy

Read and follow `${CLAUDE_PLUGIN_ROOT}/docs/accuracy-guardrail.md` before answering any question about provider-specific facts (IDs, endpoints, schemas, coordinates, rate limits). Always use `search_docs` — never guess from training data.

When the user asks what a metric means, read its football-docs metric card with `get_metric` (`list_metrics` shows the cards) and explain that variants exist, naming their IDs; use `search_docs` for metrics without a card.

## First: check profile

Read `.nutmeg.user.md`. If it doesn't exist, continue with sensible defaults (Python and pandas, intermediate level) and suggest running `/nutmeg` setup at the end.

## Glossary of core concepts

The glossary is in `${CLAUDE_PLUGIN_ROOT}/docs/glossary.md`: chance quality (xG, npxG, xGOT, xA, xT), possession and
pressing (PPDA, high press, counterpressure, build-up, possession value), passing, shooting and defensive terms,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add withqwerty/nutmeg/nutmeg-learn@sha256:33e47e1d5ba2c7da

The line at the top of this page pins the label git:20261010.da11349, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5flgw3sc626osc7n.svg)](https://markdownregistry.com/a/art_5flgw3sc626osc7n)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Mar 25, 2026 and Oct 10, 2026, about one every 25 days.

versioncommittedcommitsizeaudit
git:20261010.da11349 latest2026-10-10 da11349 9,108 BA view · diff
git:20261009.a7751512026-10-09 a775151 9,389 BA view · diff
git:20261008.9a530e22026-10-08 9a530e2 9,166 BA view · diff
git:20261001.326174d2026-10-01 326174d 8,774 BA view · diff
git:20260930.e84c2bd2026-09-30 e84c2bd 10,535 BA view · diff
git:20260511.2661d3d2026-05-11 2661d3d 9,655 BA view · diff
git:20260329.b4a4e772026-03-29 b4a4e77 8,788 BA view · diff
git:20260327.afcf7442026-03-27 afcf744 6,638 BA view · diff
git:20260325.07b51412026-03-25 07b5141 6,405 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9108 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

withqwerty/nutmeg · 55 stars · license none declared · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5flgw3sc626osc7n
GET https://markdownregistry.com/api/v1/resolve?ref=withqwerty/nutmeg/nutmeg-learn
GET https://markdownregistry.com/api/v1/blob/33e47e1d5ba2c7da185d8eaa1b38ca61a8bc979f156a02a88b201182ecf96adb

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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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…
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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…
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withqwerty/nutmeg · skills/review/SKILL.md · Review football data code and visualisations for correctness. Use after building a chart, data pipeline, or analysis…
git:20261008.9a530e2 · audit A · 55 stars
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withqwerty/nutmeg · skills/store/SKILL.md · Store and publish football data: databases, file formats, cloud storage, project layout, and sharing outputs…
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