Machine Learning

Optimize SEO, metadata, structured data, and search engine visibility. Use this when the user asks about meta tags, Open Graph, Twitter Cards, Schema.org markup, sitemap.xml, robots.txt, social media previews, or improving search engine rankings.

Comprehensive F* proof-oriented programming for formal verification including dependent types, refinement types, effect system, SMT solver integration, tactic-based interactive theorem proving, and verified code extraction to OCaml, F#, C, WebAssembly, and Assembly

Convert documents (PPTX, PDF, DOCX, XLSX, images) to Markdown/JSON/HTML using IBM Docling. This skill should be used when user asks to convert, parse, or extract content from documents. Triggers on "convert pptx", "parse pdf", "extract from document", "конвертуй презентацію", "витягни з pdf".

Guide for testing EDS blocks using test.html files and the development server. Covers test file structure, EDS core integration, testing patterns, and debugging workflows for Adobe Edge Delivery Services blocks.

Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about model evaluation, deployment strategies, monitoring, data pipelines, feature engineering, cost optimization, or MLOps. Covers metrics, A/B testing, serving patterns, drift detection, and production best practices.

Guide and run a SharePoint audit locally. Collect inputs, confirm PowerShell 7.4+ and Python 3.10+ are available, call PowerShell with certificate auth via wrapper, parse audit.json, and render Markdown/HTML. Use only local shell commands.

Master modern frontend development, UI/UX design principles, responsive design, component architecture, and design systems. Includes HTML, CSS, JavaScript, TypeScript, React, Next.js, Vue, Angular, React Native, and UX/Design system fundamentals.

Use this skill for rigorous theoretical derivation with supercollider mode (G1-G7 simultaneous), diffusion reasoning, and synthesis engine. Applies enhanced Dokkado Protocol with generator hooks, meta-pattern recognition, and cognitive state awareness. Essential for MONAD-level framework development, cross-domain isomorphism detection, and resonant pattern synthesis. Evolution of reasoning-patterns with full gremlin-brain integration.

Generate sophisticated, executive-grade weekly intelligence briefs by synthesizing data from Asana, Gmail, and Google Drive into production-quality HTML dashboards suitable for board presentations and strategic decision-making.

将文章或内容转换为专业的中文可视化HTML网页。当需要生成HTML页面、制作可视化内容展示页、将Markdown或文本转换为网页时使用。

Optimize SvelteKit applications by leveraging SvelteKit's full-stack architecture for instant server-side rendering and progressive enhancement. Specialized in load functions, form actions, and SvelteKit's data loading patterns.Use when:- User reports slow initial page load with loading spinners- Page uses onMount + fetch for data fetching- Store patterns cause waterfall fetching- Need to improve SEO (content not in initial HTML)- Converting client-side data fetching to server-side load functions- Implementing progressive enhancement patternsTriggers: "slow loading", "optimize fetching", "SSR data", "SvelteKit optimization","remove loading spinner", "server-side fetch", "convert to load function", "progressive enhancement","data fetch lambat", "loading lama"

HTML-first form patterns with CSS-only validation. Use when building accessible forms with the form-field custom element, output element for messages, and native HTML5 validation.

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui)

Build web components using Custom Elements v1 API with Declarative Shadow DOM, attribute-driven state, handleEvent pattern, and zero DOM selection. Use when creating custom elements, extending built-in HTML elements, or implementing component-based architecture. NO querySelector, NO innerHTML, NO external libraries - pure web platform APIs only.

Enables Mini-Agent to integrate directly with VS Code Chat API for seamless AI assistance

Detect N+1 queries, analyze slow queries with EXPLAIN, identify missing indexes, and ensure safe online index migrations. Use when optimizing query performance, preventing performance regressions, or debugging slow endpoints. Complements database-migrations skill which covers index creation syntax.

This skill should be used when estimating development time for Jira tickets. It provides both manual and AI-assisted estimates with T-shirt sizes, story points, and phase-by-phase time breakdowns based on task type classification, complexity scoring, and project architecture (monolithic/serverless/frontend/fullstack/mobile/test_automation).

Creates reusable custom HTML elements using Web Components standards including Custom Elements, Shadow DOM, templates, and slots. Use when building framework-agnostic components, creating design systems, or when user mentions web components, custom elements, or shadow DOM.

Validate wavecapsdr.yaml configuration files for syntax errors, schema violations, and logical inconsistencies. Use when editing config, troubleshooting startup failures, or verifying recipe/preset definitions before deployment.

K-means clustering for customer segmentation and data grouping