kaggle skillA
kaggle is agent-read markdown (skill) from borda/ai-rig: Generate a Kaggle competition notebook as a Jupytext `# %%` Python script following the user's established ML research style: PTL for DNN training, best-fit tool selection, EDA→Baseline→Train→Inference pipeline with per-stage lens cells, small single-purpose cells each carrying a why. Grounds data schema and submission format through the authenticated `kaggle` CLI (file listing, sample submission, leaderboard) rather than the login-walled competition page. Tuned to win (leakage-safe CV, metric-a.
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.
How to install
mdr add borda/ai-rig/kaggle@git:20260904.9c1cbe2mdr add borda/ai-rig/kaggle@sha256:31129c5ec427c738Pin 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.
[](https://markdownregistry.com/a/art_pghz32f3njym4j27)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260904.9c1cbe2 latest | 2026-09-04 | 9c1cbe2 | 26,546 B | A | view · diff |
| git:20260821.d979319 | 2026-08-21 | d979319 | 26,545 B | A | view · diff |
| git:20260817.8b6f78d | 2026-08-17 | 8b6f78d | 26,542 B | A | view · diff |
| git:20260811.90a3ec8 | 2026-08-11 | 90a3ec8 | 27,027 B | A | view · diff |
| git:20260808.a8a70fe | 2026-08-08 | a8a70fe | 19,912 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (26546 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
borda/ai-rig · 26 stars · license Apache-2.0 · pushed 2026-09-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pghz32f3njym4j27 GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/kaggle GET https://markdownregistry.com/api/v1/blob/31129c5ec427c73805eed38b7bc3f55899d403557842f510bba49e3b4b6d2344