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Kaggle Skill

por 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.

Por que usar

Principais recursos

Demo ao vivo

Como fica na prática

kaggle-skill.replay ▶ pronto
0/0

Instalação

Repositório do autor · Documentação oficial de Skills do Claude

Casos de uso

Usos do mundo real: Kaggle Skill

Pull a competition dataset, train a baseline, submit predictions

👤 Kagglers iterating fast ⏱ ~15 min intermediate

Quando usar: You want to get a first submission on the leaderboard quickly.

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

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

Armadilhas
  • 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.
Combine com: filesystem

Combinações

Combine com outros MCPs para 10× de alavancagem

kaggle-skill + filesystem

Pair with filesystem

Use this skill together with filesystem.✓ Copiado

Ferramentas

O que este MCP expõe

FerramentaEntradasQuando chamarCusto
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

Custo e limites

O que custa rodar

Cota de API
Kaggle rate limits apply
Tokens por chamada
Varies
Monetário
Free for public competitions
Dica
Cache downloads.

Segurança

Permissões, segredos, alcance

Armazenamento de credenciais: ~/.kaggle/kaggle.json with chmod 600
Saída de dados: kaggle.com

Solução de problemas

Erros comuns e correções

403 Forbidden on download

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

Verificar: Visit competition page
kaggle.json missing

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

Verificar: kaggle competitions list

Alternativas

Kaggle Skill vs. outros

AlternativaQuando usarTroca
Kaggle CLI directlyYou want raw CLINo agent integration

Mais

Recursos

📖 Leia o README oficial no GitHub

🐙 Ver issues abertas

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