Machine Learning

Framework-agnostic brutalist web design system with Space Grotesk typography, purple/cyan/pink palette, bold offset shadows, and sharp borders. Use when building any web interface (HTML, React, Vue, Svelte, Astro, etc.) that needs neo-brutalist aesthetics with consistent design tokens, typography scale, and component patterns.

Evaluate WaveCap audio analysis and transcription accuracy. Use when the user wants to run regression tests, compare transcriptions against ground truth, calculate WER/CER metrics, or assess overall system quality.

Enforce WCAG 2.2 accessibility standards. Use when creating UI components, reviewing frontend code, or when accessibility issues are detected. Covers semantic HTML, ARIA, keyboard navigation, and color contrast.

Professional PlantUML theme collection with 5 curated color schemes optimized for software requirement analysis and enterprise architecture diagrams. Each theme provides comprehensive styling with colors, fonts, and visual identity suitable for different business contexts.

This skill should be used when users want to sync content from text.md files to gallery project index.html files. Trigger phrases include "sync markdown", "sync text.md", "update gallery content", or when users provide a gallery index.html path for content refresh.

Review HTML/CSS and React/TypeScript code for WCAG 2.1 Level AA accessibility compliance. Use when the user asks to review code for accessibility, check WCAG compliance, identify accessibility issues, or audit components/pages for a11y standards. Applicable for code reviews, component development, and accessibility testing.

Build single-file HTML tools following Simon Willison's patterns - self-contained HTML+JS+CSS applications optimized for LLM generation, no build step, CDN dependencies. Use when creating browser-based tools, utilities, or demos that should be (1) Self-contained in one HTML file, (2) Easy to distribute and host statically, (3) Quick to prototype with LLMs, (4) Client-side only with no server requirements. Ideal for data visualization, API explorers, format converters, debugging tools, and interactive demos.

Multi-specialist UI design and implementation team for cross-platform applications.Use when working on: (1) UI/UX design decisions - colors, layout, typography, accessibility,(2) Web implementation - HTML5, CSS, responsive design, (3) .NET desktop - WPF, WinUI 3, MAUI with XAML,(4) .NET web - Blazor Server/WASM/Hybrid components, (5) Python GUI - PyQt, Tkinter, Kivy, Streamlit.Triggers: UI design, color scheme, layout, component styling, accessibility, responsive design,XAML styling, Blazor components, CSS architecture, Python GUI, design system, design tokens.

Organize and normalize an Obsidian vault in a Zettelkasten, folder-first style. Use when asked to scan/analyze an Obsidian vault, generate Report.md and an executable Plan.md, normalize filenames (YYYYMMDD Title), merge YAML frontmatter (type/status/created/updated/tags/aliases/source), plan moves between top folders (00_Inbox/10_Literature/20_Permanent/30_Maps/40_Projects/90_Archive), fix wikilinks and markdown links after renames/moves, manage attachments in per-top-folder _assets, and apply changes with rollback via backups in 90_Archive/_organizer_backups.

Build responsive layouts that adapt seamlessly across devices using mobile-first design, fluid layouts, and standard breakpoints. Use this skill when implementing responsive designs, creating mobile-first layouts, defining breakpoint styles, working with responsive components and pages, using relative units (rem, em) instead of fixed pixels, implementing media queries, ensuring touch-friendly tap targets, optimizing images and assets for different screen sizes, maintaining readable typography across breakpoints, prioritizing content for smaller screens, testing UI across mobile, tablet, and desktop devices, or building fluid container layouts. Apply this skill when building responsive UI components, optimizing layouts for different screen sizes, or reviewing mobile and tablet user experiences.

Extract entities, properties, and relationships from UML class diagrams (images) and populate Neo4j graph database. Supports TMF-style diagrams, schema diagrams, and other UML class diagrams. Uses vision models for extraction and generates Cypher queries for Neo4j population.

Evaluation and reporting for code quality, performance, security, architecture, team processes, AI/LLM outputs, A/B tests, ROI analysis, and compliance. Scoring systems, benchmarking, dashboard creation, and multi-format report generation (PDF, HTML, Markdown, JSON).

Advanced Maximum Likelihood phylogenetics with model selection (AIC/BIC), tree search algorithms (NNI/SPR/TBR), and performance optimization (Numba/GPU)

Build computer vision solutions - image classification, object detection, and transfer learning

Use this skill when creating next-generation autopoietic Claude skills with enhanced Git-brain integration, adaptive error healing, and emergent pattern recognition. Self-improved version that learned from v1's deployment, optimized for the MONAD ecosystem with φ-tier indexing.

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Automatically generates comprehensive test suites (unit, integration, E2E) based on code and past testing patterns. Use when user says "write tests", "test this", "add coverage", or after fixing bugs to create regression tests. Eliminates testing friction for ADHD users.

Generates app_spec.txt specification files from codebases. Use when you need to create specification documents, analyze code structure, document project architecture, or generate comprehensive project overviews in XML format.

Create concise handover summary for seamless continuation in new chat session

Python package reorganization with pyproject.toml inside package directory