Home / fmind / dot · skills/kaggle/SKILL.md · GitHub

kaggle skillA

kaggle is agent-read markdown (skill) from fmind/dot: Operate Kaggle competitions, datasets, kernels, models, and submissions..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Kaggle CLI

Use `kaggle` for competition, dataset, kernel, and model operations from the shell. The official Kaggle skills document every command and metadata file; this skill owns authentication, download scope, and the authority boundary around submissions and publications.

## Workflow

1. **Resolve the account**: `kaggle auth login` (OAuth) or `KAGGLE_API_TOKEN` in the environment; the legacy `~/.kaggle/kaggle.json` still works. Never run `kaggle auth print-access-token` during ordinary work.
1. **Read before writing**: `kaggle competitions list`, `kaggle competitions files <slug>`, `kaggle datasets files <owner>/<name>`, and `kaggle competitions submission-limits <slug> --json` cost nothing and reveal the rules in force.
1. **Download into an ignored directory**: accept the competition rules on the website first (the CLI returns 403 otherwise).

   ```bash
   kaggle competitions download <slug> -p data/
   kaggle datasets download <owner>/<name> -p data/ --unzip
   ```
…

Read the whole file at its exact version.

How to install

Latest version
mdr add fmind/dot/kaggle@git:20260920.d5fedf5
Exact content
mdr add fmind/dot/kaggle@sha256:2fcb15a03b87a11d

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wrancj4nfz4g5347.svg)](https://markdownregistry.com/a/art_wrancj4nfz4g5347)

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Versions

versioncommittedcommitsizeaudit
git:20260920.d5fedf5 latest2026-09-20 d5fedf5 3,274 BA view · diff
git:20260916.50d68102026-09-16 50d6810 3,099 BA view · diff
git:20260912.0ce18c02026-09-12 0ce18c0 3,151 BA view · diff
git:20260906.ede73252026-09-06 ede7325 3,079 BA view · diff
git:20260906.a4e0ec82026-09-06 a4e0ec8 3,230 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (3274 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

fmind/dot · 9 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wrancj4nfz4g5347
GET https://markdownregistry.com/api/v1/resolve?ref=fmind/dot/kaggle
GET https://markdownregistry.com/api/v1/blob/2fcb15a03b87a11dfb09b369b6326c6b7bbe6d036898fadf150cab3c1e9b323d

Your agent 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.

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Every file in fmind/dot

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