nutmeg-heal SKILL.md skillA

nutmeg-heal 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-heal@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/heal/SKILL.md
Versions recorded
6
Latest version
git:20261010.da11349, committed Oct 10, 2026
First version recorded
Mar 25, 2026
Size
4,917 bytes
Repository stars
55
License
none declared

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.

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

# Heal

Diagnose and fix broken football data pipelines. When a scraper or API call fails, figure out why and either fix it locally or report upstream.

## 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.
## 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.

## Diagnosis process

### 1. Identify the failure

Ask the user for the error message or behaviour. Common categories:

| Symptom | Likely cause |
|---------|-------------|
| HTTP 429 | Rate limited. Wait and retry with backoff, and slow down |
| HTTP 403 with a "challenge" (Cloudflare or similar) | Anti-bot protection is rejecting automated requests. Waiting and retrying will not fix it (see below) |
| HTTP 404 | URL/endpoint changed. Check if site restructured |
| Parse error (HTML) | Website redesigned. Scraper selectors need updating |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add withqwerty/nutmeg/nutmeg-heal@sha256:6952115000653738

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_odgipcmqkctqtfvt.svg)](https://markdownregistry.com/a/art_odgipcmqkctqtfvt)

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

Versions

The registry has recorded 6 versions of this file, between Mar 25, 2026 and Oct 10, 2026, about one every 40 days.

versioncommittedcommitsizeaudit
git:20261010.da11349 latest2026-10-10 da11349 4,917 BA view · diff
git:20260930.e84c2bd2026-09-30 e84c2bd 4,977 BA view · diff
git:20260329.b4a4e772026-03-29 b4a4e77 4,108 BA view · diff
git:20260327.afcf7442026-03-27 afcf744 4,113 BA view · diff
git:20260325.07b51412026-03-25 07b5141 3,881 BA view · diff
git:20260325.1f864412026-03-25 1f86441 3,874 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 (4917 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_odgipcmqkctqtfvt
GET https://markdownregistry.com/api/v1/resolve?ref=withqwerty/nutmeg/nutmeg-heal
GET https://markdownregistry.com/api/v1/blob/6952115000653738048fc2b3129f7b2a2c2695fc3e3289a784d99a4f5f9d3234

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.

More from withqwerty/nutmeg

CLAUDE.md CLAUDE.md file
withqwerty/nutmeg · CLAUDE.md
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withqwerty/nutmeg · skills/acquire/SKILL.md · Get football data: fetch, scrape or download from StatsBomb, Opta, FBref, Understat, SportMonks, Wyscout, Kaggle or any…
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nutmeg-analyse SKILL.md skill
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…
git:20261010.3c7d5af · audit A · 55 stars
nutmeg-brainstorm SKILL.md skill
withqwerty/nutmeg · skills/brainstorm/SKILL.md · Ideas for football data visualisations: chart types and designs for match reports, player profiles, dashboards and…
git:20261010.da11349 · audit A · 55 stars
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withqwerty/nutmeg · skills/compute/SKILL.md · Calculate derived football metrics and models. Use when the user wants to compute xG, xGOT, PPDA, passing networks…
git:20261008.9a530e2 · audit A · 55 stars
nutmeg-learn SKILL.md skill
withqwerty/nutmeg · skills/learn/SKILL.md · Explain football analytics concepts and provider documentation: what a metric means (xG, PPDA, xT), learning paths and…
git:20261010.da11349 · audit A · 55 stars
nutmeg SKILL.md skill
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…
git:20261013.f45c247 · audit A · 55 stars
nutmeg-research SKILL.md skill
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…
git:20261010.da11349 · audit A · 55 stars
nutmeg-review SKILL.md skill
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
nutmeg-store SKILL.md skill
withqwerty/nutmeg · skills/store/SKILL.md · Store and publish football data: databases, file formats, cloud storage, project layout, and sharing outputs…
git:20261010.da11349 · audit A · 55 stars
nutmeg-wrangle SKILL.md skill
withqwerty/nutmeg · skills/wrangle/SKILL.md · Clean, filter, reshape, join and convert football data, including missing values and large datasets. Use for any data…
git:20261013.8f51874 · audit A · 55 stars

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