nurfaiz0909/kaggle-skill

๐Ÿ“Š Kaggle ์ž‘์—…์„ ๊ด€๋ฆฌํ•ฉ๋‹ˆ๋‹ค: ๊ณ„์ • ์„ค์ •, ๋ฐ์ดํ„ฐ์…‹, ๋Œ€ํšŒ, ๋…ธํŠธ๋ถ, ์ œ์ถœ, ๋ฐฐ์ง€๋ฅผ ํ•˜๋‚˜์˜ OpenClaw ํ˜ธํ™˜ ์Šคํ‚ฌ๋กœ ํ†ตํ•ฉํ•ฉ๋‹ˆ๋‹ค.

kaggle-skill๋ž€ ๋ฌด์—‡์ธ๊ฐ€์š”?

์ด ์Šคํ‚ฌ์€ Kaggle ํ”Œ๋žซํผ์„ ์œ„ํ•œ ํฌ๊ด„์ ์ธ ๋„๊ตฌ๋กœ, ๊ณ„์ • ์„ค์ •, ๋ฐ์ดํ„ฐ์…‹ ๊ฒ€์ƒ‰ ๋ฐ ๋‹ค์šด๋กœ๋“œ, ๋Œ€ํšŒ ์ฐธ์—ฌ, ๋…ธํŠธ๋ถ ๊ด€๋ฆฌ, ๊ฒฐ๊ณผ ์ œ์ถœ, ๋ฐฐ์ง€ ์ถ”์  ๋“ฑ ๋ชจ๋“  ์ฃผ์š” Kaggle ์ž‘์—…์„ ํ•˜๋‚˜์˜ ํ†ตํ•ฉ๋œ ์ธํ„ฐํŽ˜์ด์Šค๋กœ ์ฒ˜๋ฆฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. OpenClaw ํ˜ธํ™˜ ์Šคํ‚ฌ๋กœ ์„ค๊ณ„๋˜์–ด ๋‹ค์–‘ํ•œ AI ์—์ด์ „ํŠธ ํ™˜๊ฒฝ(์˜ˆ: Claude Code, Cursor)์—์„œ ์ผ๊ด€๋œ ๋ฐฉ์‹์œผ๋กœ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ฐœ๋ฐœ์ž์™€ ๋ฐ์ดํ„ฐ ์‚ฌ์ด์–ธํ‹ฐ์ŠคํŠธ๋Š” ์ด ์Šคํ‚ฌ์„ ํ†ตํ•ด Kaggle API๋ฅผ ์ง์ ‘ ํ˜ธ์ถœํ•˜๋Š” ๋ณต์žกํ•จ ์—†์ด ์ž์—ฐ์–ด ๋ช…๋ น์œผ๋กœ Kaggle ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•  ์ˆ˜ ์žˆ์–ด ์ƒ์‚ฐ์„ฑ์„ ํฌ๊ฒŒ ํ–ฅ์ƒ์‹œํ‚ต๋‹ˆ๋‹ค. Kaggle ์ปค๋ฎค๋‹ˆํ‹ฐ์˜ ๊ฒฝ์Ÿ๊ณผ ํ˜‘์—…์„ ํšจ์œจ์ ์œผ๋กœ ๊ด€๋ฆฌํ•˜๊ณ ์ž ํ•˜๋Š” ์‚ฌ์šฉ์ž์—๊ฒŒ ์ด์ƒ์ ์ž…๋‹ˆ๋‹ค.

์ง€์› ๋Œ€์ƒ~Claude Code~Codex CLI~Cursor
npx skills add nurfaiz0909/kaggle-skill

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์ฆ๊ฒจ ์‚ฌ์šฉํ•˜๋Š” AI์—๊ฒŒ ๋ฌผ์–ด๋ณด๊ธฐ

์ด ์—์ด์ „ํŠธ ์Šคํ‚ฌ์ด ๋ฏธ๋ฆฌ ๋กœ๋“œ๋œ ์ƒˆ ์ฑ„ํŒ…์„ ์—ฝ๋‹ˆ๋‹ค.

๋ฌธ์„œ

kaggle-skill์€(๋Š”) ๋ฌด์—‡์„ ํ•˜๋‚˜์š”?

๐Ÿ“Š Kaggle ์ž‘์—…์„ ๊ด€๋ฆฌํ•ฉ๋‹ˆ๋‹ค: ๊ณ„์ • ์„ค์ •, ๋ฐ์ดํ„ฐ์…‹, ๋Œ€ํšŒ, ๋…ธํŠธ๋ถ, ์ œ์ถœ, ๋ฐฐ์ง€๋ฅผ ํ•˜๋‚˜์˜ OpenClaw ํ˜ธํ™˜ ์Šคํ‚ฌ๋กœ ํ†ตํ•ฉํ•ฉ๋‹ˆ๋‹ค.

๊ธฐ๋Šฅ

  • ๊ณ„์ • ์„ค์ •: Kaggle ๊ณ„์ • ์ธ์ฆ ๋ฐ ์„ค์ • ๊ด€๋ฆฌ
  • ๋ฐ์ดํ„ฐ์…‹: ๋ฐ์ดํ„ฐ์…‹ ๊ฒ€์ƒ‰, ๋‹ค์šด๋กœ๋“œ ๋ฐ ์—…๋กœ๋“œ
  • ๋Œ€ํšŒ: ๋Œ€ํšŒ ๋ชฉ๋ก ์กฐํšŒ ๋ฐ ์ฐธ์—ฌ
  • ๋…ธํŠธ๋ถ: ๋…ธํŠธ๋ถ ์ƒ์„ฑ, ์‹คํ–‰ ๋ฐ ๊ด€๋ฆฌ
  • ์ œ์ถœ: ๋Œ€ํšŒ ์ œ์ถœ ๋ฐ ๊ฒฐ๊ณผ ํ™•์ธ
  • ๋ฐฐ์ง€: ํš๋“ํ•œ ๋ฐฐ์ง€ ๋ฐ ํ”„๋กœํ•„ ์ •๋ณด ์กฐํšŒ

์‚ฌ์šฉ ๋ฐฉ๋ฒ•

์ด ์Šคํ‚ฌ์€ OpenClaw ํ˜ธํ™˜ AI ์—์ด์ „ํŠธ์—์„œ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ธฐ๋ณธ ๋ช…๋ น์–ด ํ˜•์‹์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค:

kaggle <์ž‘์—…> [์˜ต์…˜]

์˜ˆ์‹œ

  • ๋ฐ์ดํ„ฐ์…‹ ๊ฒ€์ƒ‰: kaggle datasets search -q "python"
  • ๋Œ€ํšŒ ๋ชฉ๋ก: kaggle competitions list
  • ๋…ธํŠธ๋ถ ์‹คํ–‰: kaggle notebooks run <notebook_id>

์„ค์ •

Kaggle API๋ฅผ ์‚ฌ์šฉํ•˜๋ ค๋ฉด API ํ‚ค๊ฐ€ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค. ๋‹ค์Œ ํ™˜๊ฒฝ ๋ณ€์ˆ˜๋ฅผ ์„ค์ •ํ•˜์„ธ์š”:

export KAGGLE_USERNAME=<your_username>
export KAGGLE_KEY=<your_api_key>

์ž์„ธํ•œ ๋‚ด์šฉ์€ Kaggle API ๋ฌธ์„œ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”.

๊ด€๋ จ ์Šคํ‚ฌ