Skill UI

A comprehensive tool designed to systematically plan ablation studies for machine learning research papers. It guides the process by having an AI (Codex) simulate a rigorous reviewer, identifying necessary experiments to isolate component contributions and answer critical research questions. It also includes a feasibility review step to manage compute resources and implementation complexity.

QuTiP is a powerful Python library designed for simulating and analyzing quantum mechanical systems. It provides comprehensive tools to model both closed (unitary) and open (dissipative) quantum dynamics. Users can study complex phenomena like decoherence, quantum optics, and master equations. The library supports various time evolution solvers, calculating entanglement, entropy, and visualizing quantum states on the Bloch sphere or in phase space. Ideal for theoretical physics research and academic simulations.

A structured skill for creating single-file, horizontal-swipe HTML decks. Ideal for product overviews, pitch decks, and study materials when a clean, minimalist aesthetic is required. The workflow emphasizes mastering slide rhythm and adhering to design tokens for professional results.

A comprehensive toolkit for structuring prospective clinical study designs. It assists in selecting and classifying primary/secondary endpoints, estimating sample size and power for various designs (means, proportions, survival), and scoring overall study plan feasibility (GO/NO-GO). All outputs are estimates routed to specified human experts (clinicians, biostatisticians, regulatory owners), never presented as final facts or regulatory submissions.

This skill generates detailed, structured research protocols for various academic, clinical, or market research studies. It ensures all critical components—such as objectives, study design, participant criteria, methodology, data management, statistical analysis plan, and ethical considerations—are comprehensively documented, providing a robust framework for any scientific investigation.