DevOps

Transform abstract goals into concrete, actionable tasks through Socratic questioning and hierarchical decomposition. Use when users need to (1) break down complex projects into manageable parts, (2) clarify vague ideas into specific implementations, (3) generate systematic project structures, (4) explore multiple solution paths, (5) create task hierarchies for any domain (software, business, personal goals, research, construction). Triggers include requests to "break down", "decompose", "plan", "structure", "ideate", "brainstorm systematically", or transform ideas into actionable tasks.

Documentation wizard that intelligently maintains, updates, and generates accurate documentation. Uses Oracle knowledge, searches conversation history, and spawns focused research agents. No hallucinations - only facts with references. Integrates with oracle, summoner, and guardian.

Automatically check specific elements or code for accessibility issues when user asks if something is accessible or mentions WCAG compliance. Performs focused accessibility checks on individual components, forms, or pages. Invoke when user asks "is this accessible?", "WCAG compliant?", or shows code/elements asking about accessibility.

Pyright fast Python type checker from Microsoft with VS Code integration and strict type checking modes. Use when needing faster type checking than mypy, using VS Code with Pylance, or enforcing stricter type safety.

Generate customized language learning exercises based on vocabulary and grammar analysis. Use for creating practice materials, quizzes, and interactive learning content with bilingual support.

Translation and localization guidelines for KoboToolbox content from English to Arabic. Use when translating KoboToolbox materials including: (1) Academy courses and educational content, (2) User interface text and documentation, (3) Support articles, (4) Marketing materials, (5) Form building terminology, or (6) XLSForm technical terms. Covers tone, pronouns (tú/usted, tu/vous), gender-inclusive language, and official translations for brand terms and UI elements.

Guide for authoring output-styles that transform Claude's behavior and personality. Use when creating, writing, designing, building, reviewing, or improving output-styles, persona modes, or behavior modifications. Helps with style files, keep-coding-instructions decisions, persona design, and choosing between output-styles, agents, and skills. Expert in style best practices.

Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv. Covers fast dependency management, virtual environments, and modern project workflows.

This skill should be used when the user asks about "detecting tech stack", "identifying technologies", "project dependencies", "framework detection", "build tool discovery", or needs to automatically identify and document the technologies used in a project.

Update and maintain Memory Bank files (activeContext, progress, decisionLog). Triggers: MB, memory, 記憶, 進度, 更新記憶, update memory, 記錄進度, 更新上下文.

Framework evaluation criteria and deployment patterns for static site generators with GitHub Pages. Use when choosing SSG frameworks, configuring builds, or setting up GitHub Pages deployment.

Create responsive, mobile-first user interfaces that adapt seamlessly across all device sizes using modern CSS techniques and responsive design patterns. Use this skill when implementing layouts, breakpoints, fluid typography, responsive images, or any UI that needs to work across mobile, tablet, and desktop viewports. Apply this skill when using CSS media queries, container queries, responsive utility classes (Tailwind's sm:, md:, lg:), flexible grid/flexbox layouts, relative units (rem, em, vw, vh), or when optimizing touch interactions for mobile devices. This skill ensures mobile-first development approach, consistent breakpoint usage, proper viewport configuration, touch-friendly target sizes (44x44px minimum), readable typography across all screen sizes, and optimized performance on mobile networks with responsive images and lazy loading.

Expert guidance on dynasty fantasy football strategies, player valuation frameworks, roster construction, trade evaluation, and asset management. Use this skill when analyzing dynasty trades, evaluating player value, designing roster strategies, assessing competitive windows, or answering fantasy football domain questions. Covers VoR/VBD methodologies, aging curves, market inefficiencies, draft pick valuation, and win-now vs rebuild strategies.

Expert CRO advisor that analyzes landing pages, product funnels, UI/UX friction, and provides data-driven A/B test ideas to maximize conversions, sign-ups, trials, and retention. Use when optimizing conversion rates, analyzing funnels, designing experiments, improving CTAs, reducing drop-offs, or when user mentions conversion rate, CRO, landing page optimization, A/B testing, or funnel analysis.

Research and recommend optimal tech stacks for rapid MVP development. Analyzes requirements and recommends programming languages, frameworks, databases, AI models, APIs, services, and deployment platforms. Prioritizes developer experience, free tiers, type safety, and battle-tested solutions.

Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, Bun, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.

ADM2020 알루미늄 설계 매뉴얼(Specification, Commentary, Design Guide, Examples)을 검색하고 구조계산을 수행하며, 설계 워크플로우를 제공합니다. 알루미늄 구조설계, 6061-T6/6063-T5 합금, 템퍼 지정, 열영향부(HAZ), 좌굴상수, ASD 설계 관련 질문에 즉시 활성화되며, 공식 추출, 예제 매칭, 합금별 계산, 용어 설명, 기호 정의를 지원합니다.

Expert in 2000s-era music visualization (Milkdrop, AVS, Geiss) and modern WebGL implementations. Specializes in Butterchurn integration, Web Audio API AnalyserNode FFT data, GLSL shaders for audio-reactive visuals, and psychedelic generative art. Activate on "Milkdrop", "music visualization", "WebGL visualizer", "Butterchurn", "audio reactive", "FFT visualization", "spectrum analyzer". NOT for simple bar charts/waveforms (use basic canvas), video editing, or non-audio visuals.

Use when you need facts before making decisions. Triggers: starting a new task,unclear requirements, need to understand codebase, unsure what exists,"what do we have", "gather information", "look at", "find out".Do NOT use for interpretation or planning - that's ant-orient.

DevOps and server management for Skriptoteket on home server (hemma.hule.education). Branched skill covering deploy, database, users, CLI, security, network, DNS, and troubleshooting.