mirannonarbitrable290/agentic-kaggle-skill · SKILL.md

agentic-data-science-competition skillA

agentic-data-science-competition is agent-read markdown (skill) from mirannonarbitrable290/agentic-kaggle-skill: AI Agent-driven Kaggle competition workflow. Learn from real competition experience: score stabilization patterns, submission troubleshooting, kernel workflows, GPU task delegation, and the spec-driven development approach that achieved top leaderboard positions. Use when: working on any Kaggle competition, analyzing submission failures, setting up automated pipelines, or replicating top notebook solutions..

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

Latest version
mdr add mirannonarbitrable290/agentic-kaggle-skill/agentic-data-science-competition@v1.0.0
Exact content
mdr add mirannonarbitrable290/agentic-kaggle-skill/agentic-data-science-competition@sha256:d915c4879cedc627

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_uenk2elznuexa2vl.svg)](https://markdownregistry.com/a/art_uenk2elznuexa2vl)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-05-05 78eb7b2 9,998 BA view · diff
v1.0.02026-05-02 67ddd0b 9,426 BA view · diff
v1.0.02026-05-01 af992d1 9,416 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 (9998 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

mirannonarbitrable290/agentic-kaggle-skill · 7 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uenk2elznuexa2vl
GET https://markdownregistry.com/api/v1/resolve?ref=mirannonarbitrable290/agentic-kaggle-skill/agentic-data-science-competition
GET https://markdownregistry.com/api/v1/blob/d915c4879cedc62780d1cda5dbc672e615431d16297a1b6402889eaff28ce5f6

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.