Cost Aware Compute Planner

Mission

Plan compute use so data science experiments, model training, and inference stay within budget and latency constraints.

Current pain point: Teams burn budget on full-data experiments, oversized GPUs, idle notebooks, and unbounded inference before learning if the work matters.

Why this skill exists: Compute planning forces sample-first learning, stop rules, and explicit cost-quality tradeoffs.

Operating Rules