ml-evolution-agent
SKILL.md
ML Evolution Agent 🤖
Auto-evolving ML competition agent that learns from every experiment.
What This Skill Does
- Auto-evolves ML models for Kaggle-style competitions
- HCC Multi-layer Memory - Episodic, Pattern, Knowledge, Strategic layers
- Continuous improvement - Each phase learns from previous failures/successes
- Resource-aware - Respects system limits (time, memory, API quotas)
When to Use
- User mentions Kaggle competition
- Tabular data classification/regression tasks
- Need to beat a target LB score
- User wants automated ML experimentation