kaggle SKILL.md skillA

kaggle from shepsci/kaggle-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add shepsci/kaggle-skill/kaggle@v3.0.1

Pins v3.0.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
shepsci/kaggle-skill
Path
skills/kaggle/SKILL.md
Versions recorded
10
Latest version
v3.0.1, committed Oct 3, 2026
First version recorded
Jul 3, 2026
Size
10,586 bytes
Repository stars
104
License
MIT

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.

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

# Kaggle

Kaggle for coding agents: competition research, running a competition
(status, submissions, scores), datasets, models, notebooks, discussions and
solution writeups, benchmarks, and badges.

This is an independent, unofficial project. It is not affiliated with,
endorsed by, or sponsored by Kaggle or Google.

Do not use this skill for generic machine learning, GPU, notebook, dataset,
model, benchmark, or data-science work unless the user ties the task to
Kaggle.

## Run a command

Everything is one command with a name:

```bash
python3 scripts/kaggle_skill.py <command> [arguments]
python3 scripts/kaggle_skill.py <command> --help
```

Paths in this file are relative to the skill folder, the one that holds this
`SKILL.md`. Run every command from the user's working directory as
`python3 <skill folder>/scripts/kaggle_skill.py <command>`, so that downloads
and records land in the user's project. Do not `cd` into the skill folder.

Output is short text by default. The read commands take `--json` for the
same content as JSON; `<command> --help` lists each command's options. A
long text (a page, a writeup) is cut with a note that says how to get the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add shepsci/kaggle-skill/kaggle@sha256:9cdbf8aa68c0ca8e

The line at the top of this page pins the label v3.0.1, 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_btmpftsry4httm74.svg)](https://markdownregistry.com/a/art_btmpftsry4httm74)

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

Versions

The registry has recorded 10 versions of this file, between Jul 3, 2026 and Oct 3, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
v3.0.1 latest2026-10-03 c67f632 10,586 BA view · diff
v3.1.02026-10-03 a62acd5 10,586 BA view · diff
v3.1.02026-10-03 9247499 10,532 BA view · diff
v3.1.02026-10-03 db21766 10,387 BA view · diff
v3.0.02026-10-02 9ffa5d2 10,301 BA view · diff
v2.5.02026-10-01 abe9a72 11,226 BB view · diff
git:20260704.256664c2026-07-04 256664c 8,489 BA view · diff
git:20260703.9b5e1082026-07-03 9b5e108 8,489 BA view · diff
git:20260703.a5e22972026-07-03 a5e2297 18,805 BA view · diff
git:20260703.afc59182026-07-03 afc5918 18,686 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 (10586 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

shepsci/kaggle-skill · 104 stars · license MIT · pushed 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_btmpftsry4httm74
GET https://markdownregistry.com/api/v1/resolve?ref=shepsci/kaggle-skill/kaggle
GET https://markdownregistry.com/api/v1/blob/9cdbf8aa68c0ca8ea3730ea24f5cb0f8488f0040574ea9a33e8fb6149b37b49c

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.

Other files named kaggle

kaggle SKILL.md skill
borda/ai-rig · plugins/codex-rig/skills/kaggle/SKILL.md · Build/extend grounded Kaggle Jupytext notebooks for training, EDA, inference, or resume workflows, grounding schema and…
git:20261021.7b6ff28 · audit A · 28 stars
kaggle SKILL.md skill
borda/ai-rig · plugins/cc_research/skills/kaggle/SKILL.md · Generate a Kaggle competition notebook as a Jupytext `# %%` Python script following the user's established ML research…
git:20261012.8e6b67e · audit A · 28 stars
kaggle SKILL.md skill
fmind/dot · skills/kaggle/SKILL.md · Operate Kaggle competitions, datasets, kernels, and submissions.
git:20261005.e9af7a2 · audit A · 12 stars

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