Machine Learning

Use when creating, testing, iterating, or managing Claude Code skills. Handles skill scaffolding, git versioning, symlink management, auto-discovery testing, and quality assurance. Triggered by requests to create new skills, improve existing skills, test skill loading, or manage skill infrastructure.

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.

Garante padrões de código HTML limpo, semântico e consistente. Use quando criar ou modificar arquivos HTML, estruturar páginas, ou o usuário mencionar HTML, tags, atributos, ou estrutura de código.

Add configuration parameters following BobTheSkull's full-stack pattern (BobConfig.py, config_manager.py, HTML templates, JavaScript). Use when adding new config parameters, settings, or configuration options to Bob The Skull project.

Use for implements GitHub Actions yml/yaml files

This skill should be used when working with SLICOT (Subroutine Library In Control Theory) routines, translating Fortran 77 to C, parsing SLICOT HTML documentation, creating test cases from SLICOT examples, understanding SLICOT data formats, or planning translation priorities using dependency analysis tools.

Reproduce research papers into working code. Use when user wants to implement ML/AI papers, reproduce experiments, extract algorithms from PDFs, or convert research into executable code. Handles multiple interconnected papers with multi-agent extraction, equation verification, and benchmark validation.

Generate professional HTML presentation slides from Markdown files or raw content. Use when creating presentations, slide decks, or when asked to make slides. Fully automated workflow - Markdown analysis → Layout selection → HTML generation → Thumbnail generation → Surge deployment. Supports 16 layouts, Chart.js graphs, and interactive features.

Use AI to merge individual page HTML files into a unified chapter document. Creates continuous document format for improved reading experience and semantic consistency.

Naive Bayes classifier for probabilistic classification

Automatically assist with Pandoc document conversions when user mentions converting markdown to PDF/DOCX/HTML or other formats. Validate YAML frontmatter, check dependencies (bibliography, images), and provide format-specific conversion guidance. Use when user asks about citations, academic papers, presentations, or document generation from markdown.

Optimize CoreML models for iOS and macOS deployment. Covers quantization, palettization, pruning, Neural Engine targeting, compute unit selection, and performance profiling. Use when converting ML models to CoreML, optimizing model size/latency, debugging Neural Engine issues, or benchmarking on-device inference.

Protocol for pausing project work to enhance ~/.claude infrastructure when generalizable patterns are detected, then seamlessly resuming project context.

创建高端、获奖级别的落地页设计。当用户需要为公司、产品或服务创建落地页、营销页面、产品介绍页时使用。支持多种美学风格，生成单文件 HTML 页面，避免常见的 AI 风格设计陷阱。

Refactor HTML/TSX files to use existing UI components, DaisyUI classes, and semantic colors. Use when (1) refactoring React/TSX page components to use reusable UI components, (2) replacing raw HTML elements with component library equivalents, (3) converting primitive Tailwind colors to semantic DaisyUI colors, (4) extracting repeated styling patterns into components.

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.

Reusable HTML page patterns and component blocks. Use when building common page types like FAQs, product listings, press releases, or other structured content.

Comprehensive Confluence documentation management. Use when asked to"upload to Confluence", "download Confluence pages", "convert Markdownto Wiki Markup", "sync documentation to Confluence", "search Confluence","create Confluence page", "update Confluence page", "export Confluence","publish to Confluence", or "Confluence CQL query". Handles Wiki Markupconversion, Mermaid/PlantUML diagrams, image handling, large documentuploads without size limits, and Git-to-Confluence sync with mark CLI.

AI-powered enterprise Claude Code hooks orchestrator with intelligent automation, predictive maintenance, ML-based optimization, and Context7-enhanced workflow patterns. Use when designing smart hook systems, implementing AI-driven automation, optimizing hook performance with machine learning, or building enterprise-grade workflow orchestration with automated compliance and monitoring.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.