Skill UI

An advanced workflow orchestrator designed to perform multi-phase, deep-dive schema optimization on large datasets (e.g., BigQuery exports). It systematically analyzes schema structure, identifies unused or redundant fields, assesses potential impact, and generates a comprehensive, actionable report with recommended optimization strategies and estimated savings.

Structures prospective clinical study design: classify endpoints with surrogate flagging, estimate sample size and power for means, proportions and survival, and score phase-gate feasibility (GO / GO-WITH-CONDITIONS / REDESIGN / NO-GO) with named owners. Estimates only, never clinical fact.

A comprehensive skill designed for authors targeting the Journal of Clinical Oncology (JCO). It provides an exhaustive checklist covering the journal's high academic standards, required evidence depth (such as Phase III randomized controlled trials), appropriate study scope (solid tumors, biomarkers), mandatory formatting, and the latest submission guidelines. Use this tool to optimize your manuscript and improve its suitability for publication in a top-tier oncology journal.