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Kaggle Skill

von shepsci · shepsci/kaggle-skill

Complete Kaggle integration — competition reports, dataset/model downloads, notebook execution.

A skill that wires Kaggle into Claude Code: list competitions, download datasets/models, submit predictions, fetch notebook executions, track badges. Works across Claude Code, Cursor, Codex, Gemini CLI through skills.sh.

Warum nutzen

Hauptfunktionen

Live-Demo

In der Praxis

kaggle-skill.replay ▶ bereit
0/0

Installation

Repository des Autors · Offizielle Dokumentation zu Claude Skills

Anwendungsfälle

Praxisnahe Nutzung: Kaggle Skill

Pull a competition dataset, train a baseline, submit predictions

👤 Kagglers iterating fast ⏱ ~15 min intermediate

Wann einsetzen: You want to get a first submission on the leaderboard quickly.

Voraussetzungen
  • Server/skill installed and authenticated — See repo README
Ablauf
  1. Pull data
    Use the Kaggle skill to download the latest version of competition 'titanic' to ./data.✓ Kopiert
    → Dataset downloaded; files listed
  2. Submit
    After my notebook runs, submit submission.csv with message 'baseline LR'.✓ Kopiert
    → Submission id + public score when scored

Ergebnis: A real submission on the leaderboard with one chat.

Fallstricke
  • Daily submission limits per competition — usually 5–10. The skill warns when you're close. — Daily submission limits per competition — usually 5–10. The skill warns when you're close.
Kombinieren mit: filesystem

Kombinationen

Mit anderen MCPs für 10-fache Wirkung

kaggle-skill + filesystem

Pair with filesystem

Use this skill together with filesystem.✓ Kopiert

Werkzeuge

Was dieses MCP bereitstellt

WerkzeugEingabenWann aufrufenKosten
list_competitions category, status Find active competitions 1 API call
download_dataset ref, version Pull a dataset locally Disk I/O
submit competition, file, message Submit predictions 1 API call

Kosten & Limits

Was der Betrieb kostet

API-Kontingent
Kaggle rate limits apply
Tokens pro Aufruf
Varies
Kosten in €
Free for public competitions
Tipp
Cache downloads.

Sicherheit

Rechte, Secrets, Reichweite

Credential-Speicherung: ~/.kaggle/kaggle.json with chmod 600
Datenabfluss: kaggle.com

Fehlerbehebung

Häufige Fehler und Lösungen

403 Forbidden on download

Accept the competition's rules on Kaggle first via the web UI. The CLI cannot accept rules.

Prüfen: Visit competition page
kaggle.json missing

Place your API token at ~/.kaggle/kaggle.json with chmod 600.

Prüfen: kaggle competitions list

Alternativen

Kaggle Skill vs. andere

AlternativeWann stattdessenKompromiss
Kaggle CLI directlyYou want raw CLINo agent integration

Mehr

Ressourcen

📖 Offizielle README auf GitHub lesen

🐙 Offene Issues ansehen

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