Agentic Data Science Competition

「The agent doesn't just submit — it learns from failures, adapts strategies, and iterates autonomously.」

Core Philosophy

This skill distills practical patterns from real competition experience:

1. Agents as teammates — Not just tools, but collaborators that can research, debug, and iterate
2. Spec-driven development — Document before coding, delegate with clear constraints
3. Fail fast, learn faster — Early scores are misleading; systematic debugging wins
4. Automation where it matters — Cronjobs for monitoring, delegation for complex work

Quick Reference

When to Use This Skill