Agent skill · Data · shepsci

kaggle agent skill by shepsci

Handles Kaggle tasks when explicitly requested, covering competitions, datasets, models, notebooks, forums, benchmarks, hackathons, badges, and account setup.

View on GitHub Read SKILL.md

At a glance

Publisher	shepsci
Repository	github.com/shepsci/kaggle-skill
Category	Data, Analytics and Databases
License	MIT
Last commit	October 3, 2026 (repository)
SKILL.md	183 lines, 1,456 words
Bundled files	88 files, including scripts
Quality score	90/100 · A Passes all seven graded checks
Security scan	Not scanned
README badge	Get the badges for this listing

Before you install

Read from the skill's files at the directory's October 19, 2026 snapshot: what ships with it, what its code reads, and the terms it is published under.

Bundled scripts: 52 script files (52 Python). Your agent may run them, so read them first.
Environment variables its scripts read: KAGGLE_API_TOKEN, KAGGLE_MCP_TOKEN, KAGGLE_TOKEN. Check SKILL.md for which ones it needs.
Network: its scripts use an HTTP client or a cloud SDK, and name www.kaggle.com.
MCP: SKILL.md mentions an MCP server.
Tool permissions requested: Read Grep Glob (the allowed-tools field of SKILL.md).
License: MIT, an open-source or open-content license.

Install kaggle

The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.

Skills CLI

npx skills add https://github.com/shepsci/kaggle-skill/tree/main/skills/kaggle

Claude Code, project-level copy

tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/shepsci/kaggle-skill.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"skills/kaggle .claude/skills/
rm -rf "$tmp"

Codex installer

python3 ~/.codex/skills/.system/skill-installer/scripts/install-skill-from-github.py \
    --repo shepsci/kaggle-skill \
    --path skills/kaggle

shepsci/kaggle-skill is third-party code. Read SKILL.md and any bundled scripts before you install it.

How the author describes it

Unified Kaggle skill. Use when the user explicitly mentions Kaggle, kaggle.com, a Kaggle URL, Kaggle competitions, Kaggle datasets/models/notebooks, Kaggle forums/discussions/writeups, Kaggle benchmarks, hackathons hosted on Kaggle, Kaggle badges, or Kaggle account setup. Do not use for generic ML, GPU/TPU, notebook, dataset, benchmark, or data-science tasks unless the user clearly ties them to Kaggle.

From the description field of SKILL.md. Agents read this line to decide when to load the skill.

Compatibility, from SKILL.md

Compatibility	Python 3.11+. Public reads need nothing else. Downloads, submissions, notebooks and publishing need the pip packages kaggle>=2.2.4 and kagglehub>=1.0.2. Optional: kaggle-benchmarks>=0.6 for writing…

Sections in SKILL.md

Run a command
Pick the command
Before any action that changes the account
Reading the output
Credentials
Exit codes
References

Files in the skill folder

SKILL.md
modules/README.md
modules/badges/README.md
modules/badges/references/badge-catalog.md
modules/badges/scripts/badge_registry.py
modules/badges/scripts/badge_tracker.py
modules/badges/scripts/orchestrator.py
modules/badges/scripts/phase_1_instant_api.py
modules/badges/scripts/phase_2_competition.py
modules/badges/scripts/phase_3_pipeline.py
modules/badges/scripts/phase_4_browser.py
modules/badges/scripts/phase_5_streaks.py
modules/badges/scripts/templates/README_dataset.md
modules/badges/scripts/templates/dataset-metadata.json
modules/badges/scripts/templates/kernel-metadata.json
modules/badges/scripts/templates/model-instance-metadata.json
modules/badges/scripts/templates/model-metadata.json
modules/badges/scripts/templates/python_notebook.ipynb
modules/badges/scripts/templates/r_notebook.ipynb
modules/badges/scripts/templates/submission_titanic.csv
modules/badges/scripts/templates/utility_script.py
modules/badges/scripts/utils.py
modules/benchmarks/README.md
modules/benchmarks/references/benchmark-endpoints.md

Showing 24 of 88 files. Browse the folder on GitHub.

Suede Skill Check: 90/100 · A

Report snapshot · October 19, 2026 · graded-v2

The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.

Source revision: a47bff9830af. Report version b5b4b8058aea. Badge URLs follow the latest listing; save the report to keep this version.

Download report · Request a fresh review

What to review next

Example request: 0 of 3 points. 3 when the description quotes an example request (3–60 characters in quotation marks).
Reference files: 0 of 3 points. 3 when the skill folder ships a references/, reference/ or docs/ folder.

Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.

kaggle passes the required frontmatter check and all seven graded checks, which cover the SKILL.md format, a declared license and a commit in the last year. Those checks earn 56 of the score’s points; the rest come from description quality, instruction depth, bundled files, maintenance and curated-list citations. How the score works.

See the checks and points

Check	Result
Frontmatter parses and declares a name and a description	Pass
Name uses lowercase letters, digits and hyphens, 64 characters or fewer	Pass
Name matches the skill's folder name	Pass
Description is between 50 and 1,024 characters	Pass
Description says when an agent should use the skill	Pass
SKILL.md body is 500 lines or fewer	Pass
A license is declared in the frontmatter or the repository	Pass
Repository has a commit in the last 12 months	Pass

Score component	Points
Structural checks	56 of 56
Description length	5 of 5
Boundary clause	4 of 4
Example request	0 of 3
Instruction depth	7 of 7
Reference files	0 of 3
Bundled scripts	2 of 2
Recent maintenance	9 of 9
Curated-list citations	3 of 7
Tool permissions declared	2 of 2
Compatibility declared	2 of 2

Two badges for kaggle

Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer.

Markdown

[![Suede Skill Check: 90/100](https://skills.suedeai.ai/directory/shepsci/kaggle-skill/kaggle/score.svg)](https://skills.suedeai.ai/directory/shepsci/kaggle-skill/kaggle/)
[![Suede Skill Check: Grade A](https://skills.suedeai.ai/directory/shepsci/kaggle-skill/kaggle/badge.svg)](https://skills.suedeai.ai/directory/shepsci/kaggle-skill/kaggle/)

HTML

<a href="https://skills.suedeai.ai/directory/shepsci/kaggle-skill/kaggle/"><img src="https://skills.suedeai.ai/directory/shepsci/kaggle-skill/kaggle/score.svg" alt="Suede Skill Check: 90/100" width="160" height="175"></a>
<a href="https://skills.suedeai.ai/directory/shepsci/kaggle-skill/kaggle/"><img src="https://skills.suedeai.ai/directory/shepsci/kaggle-skill/kaggle/badge.svg" alt="Suede Skill Check: Grade A" width="160" height="175"></a>

Suede Certified on the shield refers to this published structural quality check. Security scan: not scanned. Read the methodology.

Limited-time feature offer: display either the numeric or letter badge in your repository or skill README (both also qualify), then request badge verification. Eligible skills scoring 80–99 can receive a featured placement after Suede verifies at least one valid badge linked to the skill’s listing. Suede has not announced an end date.

Where this skill is cited

shepsci/kaggle-skill appears in 2 curated lists: BehiSecc/awesome-claude-skills, heilcheng/awesome-agent-skills.

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