---
name: kaggle-workflow
description: Guide through complete Kaggle competition workflow from TODO updates to submission. Use PROACTIVELY when user starts new experiments, prepares submissions, or asks about competition workflow. Keywords: Kaggle, 提出, submission, workflow, ワークフロー, コンペ
---

## When to Use (PROACTIVE)

This skill should be activated automatically when:

- User starts a new Kaggle competition
- User prepares for submission
- User asks about competition workflow
- User mentions: "Kaggle", "提出", "submission", "ワークフロー"
- User needs guidance on experiment → submission pipeline

## What This Skill Does

Provides end-to-end Kaggle competition workflow:

- TODO.md management best practices
- Training → Trackio → Evaluation pipeline
- Submission notebook preparation
- Cross-validation strategies
- Experiment documentation patterns

## How to Use

Refer to `submission-guide.md` for:

- Complete workflow from start to submission
- TODO.md integration with experiments
- Submission notebook checklist
- Cross-validation best practices
- Experiment documentation templates