Skill UI

This skill guides users on deploying OpenMed models completely on-device for maximum privacy and edge computing. It details running workflows using three backends: MLX (Apple Silicon), CoreML (iOS/macOS), and ONNX/WebGPU (cross-platform/browser). The process involves converting, optionally quantizing, and running models locally, ensuring PHI never leaves the host device.

A systematic methodology for resolving discrepancies between conceptual models (documentation, tests, diagrams, metrics) and actual observed behavior (live code execution or real data). This process mandates that observed reality (the 'territory') always overrules the theoretical map, ensuring system integrity and accurate knowledge updates.

A systematic methodology for solving complex, multi-domain, or high-stakes problems where a single mental model creates blind spots. This process guides users to select 2-3 complementary models, assign distinct roles, define a conflict rule, and synthesize findings into a single, decision-ready recommendation.

A rigorous method for authorized adversarial security review. It models the attacker, maps the entire attack surface (APIs, auth flows, data handling), and generates reports containing only findings with a concrete, reproducible exploit path and verified mitigation steps. Essential for pre-launch hardening and critical system reviews.

Adds existing Dataverse tables to Power Apps code apps with generated TypeScript models and services, or creates new Dataverse tables via API. Supports schema planning, dependency ordering, CRUD, and file/image uploads. Use when connecting to Dataverse or querying table data.

A skill that models AI educator Baoyu's approach to creating accessible AI content, systematic prompt engineering teaching (Level 1-10), tool reviews, open-source sharing, and daily knowledge updates. Ideal for writing tutorials, translating tech articles, and building AI knowledge bases without hype or anxiety.

Builds phase-based legal fee budgets, monitors WIP against budget, explains variance with root cause analysis, forecasts to complete, manages alternative fee arrangements (fixed/capped fees), models scope change financial impact, and supports realisation and write-off analysis for legal matters.

Edit and iterate on an existing generated Power Apps mobile app after /create-mobile-app. Update plans, data models, native capabilities, design, screens, generated code, and preview without restarting the entire project flow.

This skill helps classify AI systems under the EU AI Act (Regulation (EU) 2024/1689) to determine compliance obligations. It guides users through the decision tree from prohibited practices to high-risk categories, GPAI models, and role-specific responsibilities. Useful for assessing risk levels, mapping provider/deployer duties, and building compliance roadmaps. Includes DACH-specific regulatory considerations.

This comprehensive guide defines a structured, multi-stage workflow for generating, sourcing, and validating all visual game assets. It covers everything from establishing art direction and style guides to managing technical specifications (resolution, scale, compression), and integrating assets into game engines. Use this for planning sprites, UI elements, concept art, and 3D models to ensure visual consistency and production readiness.

A comprehensive companion tool for the foundational Deep Learning textbook. It indexes 20 chapters and provides a crucial delta layer, updating core concepts from 2016 to 2026 (e.g., Transformers, Diffusion Models). The tool features four deterministic utilities: a reading-path planner, a training-failure diagnostic, a capacity planner, and a parameter/FLOP calculator. Ideal for students and practitioners who need to study the theory, understand its modern relevance, and translate academic knowledge into actionable engineering decisions.

A comprehensive EQ development system based on Mayer-Salovey and Goleman models, covering self-awareness, self-management, social awareness, and relationship management. Provides scientific assessments (MSCEIT, EQ-i 2.0, TEIQue) and practical training methods for personal growth, workplace success, and leadership development.