Data & AI

Guide Alfred to provide non-intrusive proactive suggestions based on risk detection, optimization patterns, and learning opportunities

Dynamic task distribution, work-stealing algorithms, queue management, and adaptive load balancing. Use for optimizing task execution across agents, preventing overload, and maximizing throughput.

Create technical design documents for ABP Framework features including API contracts, database schemas, and architecture decisions. Use when: (1) designing REST APIs, (2) planning database schemas, (3) creating technical specifications, (4) documenting architecture decisions (ADRs).

Kalshi prediction market data (prices, odds, orderbooks, trades). Use for prediction markets, Kalshi, betting odds, election and sports betting, market forecasts. Provides real-time market data, event series information, and comprehensive trading analytics.

Master orchestration skill for ProSWARM Neural MCP - ALWAYS use this for complex tasks requiring decomposition, planning, or parallel execution. Leverages 70+ specialized neural models for instant task classification and orchestration with 84.8% SWE-Bench accuracy. Use when user asks to solve problems, fix bugs, implement features, or any multi-step task. PRIMARY workflow engine for ALL development work.

Apply targeted fixes to failing artifacts based on validation issues. Improves hook density, singability, rhyme tightness, section completeness, and profanity compliance with minimal changes. Use after VALIDATE fails (≤3 iterations) to address specific quality issues before re-composing.

Empirical validation workflow for blockchain data collection pipelines before production implementation. Use when validating data sources, testing DuckDB integration, building POC collectors, or verifying complete fetch-to-storage pipelines for blockchain data.

Run a senior-level Java/Spring backend live-coding interview practice, guiding the user with Socratic prompts, strict code review (readability, edge cases, data structures), and staged hints without giving direct answers.

Use this skill when users want to scrape web content and convert it to clean Markdown or PDF. Handles workflows like "Save this webpage as PDF", "Fetch this article", "抓取网页内容", or "转换为PDF". Supports crawl4ai for general web scraping and Playwright-based WeChat (微信公众号) article fetching with anti-bot bypass. Automatically converts to PDF by default unless user specifies Markdown-only.

Builds full-stack applications with SolidStart, combining Solid's fine-grained reactivity with server functions and multiple rendering modes. Use when creating SolidJS applications with SSR/SSG, server functions, or when user mentions SolidStart or Solid meta-framework.

Use this skill in the scenario of intelligent agent application development.

Comprehensive guide for the Cloudflare Agents SDK - build AI-powered autonomous agents on Workers + Durable Objects.Use when: building AI agents, creating stateful agents with WebSockets, implementing chat agents with streaming, scheduling tasks with cron/delays, running asynchronous workflows, building RAG (Retrieval Augmented Generation) systems with Vectorize, creating MCP (Model Context Protocol) servers, implementing human-in-the-loop workflows, browsing the web with Browser Rendering, managing agent state with SQL, syncing state between agents and clients, calling agents from Workers, building multi-agent systems, or encountering Agent configuration errors.Prevents 15+ documented issues: migrations not atomic, missing new_sqlite_classes, Agent class not exported, binding name mismatch, global uniqueness gotchas, WebSocket state handling, scheduled task callback errors, state size limits, workflow binding missing, browser binding required, vectorize index not found, MCP transport confusion, authentic

Master monetization models, pricing strategies, and growth tactics. Learn to build sustainable business models and optimize plugin revenue.

pandas DataFrames, data cleaning, statistical analysis

Enhanced docs generation with AI-powered features. Enhanced with Context7 MCP for up-to-date documentation.

효과적인 SKILL을 제작하기 위한 가이드입니다. 특화된 지식, 워크플로우 또는 도구 통합을 통해 Claude의 기능을 확장하는 새로운 SKILL을 생성하거나 기존 SKILL을 업데이트하려는 경우 이 SKILL을 사용하세요.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

ALWAYS use this skill for ANY Svelte component styling, design, or UI work. Svelte 5 UI design system using Tailwind CSS 4, Skeleton Labs design tokens/presets/Tailwind Components, and Bits UI headless components. Covers class composition, color systems, interactive components, forms, overlays, and all visual design.

Load when analyzing performance metrics, creating reports, setting up tracking,evaluating growth experiments, or any task involving data-driven decision makingfor content and audience growth. Contains KPIs, benchmarks, and reporting frameworks.

PocketFlow framework for building LLM applications with graph-based abstractions, design patterns, and agentic coding workflows