Web & Frontend
Web development agent skills handle frontend and full-stack work: component patterns, CSS and accessibility fixes, performance budgets, and framework conventions. Install a skill once and your AI agent follows the same playbook in every project, from quick prototypes to production apps.
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pku-yuangroup Bundle Bio Spatial Transcriptomics Spatial StatisticsDetects spatially variable genes, spatial autocorrelation, and cell-type colocalization for spatial transcriptomics using Squidpy with PySAL/esda for local statistics. Use when choosing an SVG method by its null and scaling (SpatialDE/SPARK GP variance-component vs SPARK-X/nnSVG linear vs Moran/Geary graph autocorrelation); separating genes that are spatially variable because of cell-type composition from genes regulated within a cell type; choosing the right autocorrelation statistic (global Moran/Geary vs Getis-Ord hot/cold spots vs local LISA and its FDR trap); and choosing a colocalization null strong enough to defeat the abundance/compartment confound (conditional or toroidal vs the weak Squidpy default permutation).
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pku-yuangroup Bundle Bio Data Visualization Interactive VisualizationBuild interactive HTML/web visualizations with plotly (Python/R), bokeh (Python), and gganimate/plotly frames for animation, with awareness of current Kaleido static-export model (post-orca-EOL), HTML file-size bloat, and the limits of interactive-only output for journal submission. Use when producing zoomable/hoverable plots for notebook EDA, supplementary HTML, dashboards, or animated time-course / iteration visualizations.
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pku-yuangroup Bundle Bio Population Genetics Rare Variant AssociationGene and region-based rare-variant aggregation - burden/collapsing, SKAT, SKAT-O, ACAT-V/ACAT-O, annotation-weighted STAAR - with regenie (--vc-tests), SAIGE-GENE+, and the SKAT R package. Single-variant tests are powerless at low minor allele count, so rare variants are aggregated across a gene or region under an explicit mask (functional class plus a MAF cutoff). A burden test collapses variants into one score assuming a single effect direction (powerful when true, near-zero power when risk and protective variants cancel); SKAT is a variance-component test robust to mixed directions; SKAT-O blends the two; ACAT/STAAR are dependence-robust and annotation-weighted. The mask is the hypothesis, imbalance needs SPA or Firth, and testing burden is per-gene-per-mask. Use when aggregating rare coding or regulatory variants into gene or region tests, choosing burden vs SKAT vs SKAT-O, or building masks. For single-variant GWAS see association-testing; for mask annotations see variant-calling/variant-annotation.
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lgrappag Skill Material Sound ReactivityCreate materials that react to and visualize sound properties
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jiayaoqijia Bundle Agent Web IdentityLets an AI agent or CLI session sign in to Internet Identity and act as a user's app-specific principal (e.g. for oisy.com or nns.ic0.app) via `icp identity link web`. Use when the user asks an agent to log in to an II-powered app, obtain a delegation, or make authorized canister calls on their behalf. Do NOT use for adding II sign-in to a frontend — use the internet-identity skill instead.
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jiayaoqijia Bundle Selector PatternsRedux selector authoring for MetaMask Mobile: named `select<Feature><Thing>` selectors in `app/selectors/`, `createSelector` / `createDeepEqualSelector` from reselect, leaf reads of `state.engine.backgroundState`, and `useSelector(selectX)` in UI. Use when adding or creating a selector, updating or refactoring an existing selector, moving inline `useSelector` derivation out of a component or hook, or answering questions about selectors, reselect, `createSelector`, `createDeepEqualSelector`, `app/selectors`, or `backgroundState`. Version-gated flag selectors go to `feature-flags`. Memoization audits of existing selectors go to `performance`.
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jiayaoqijia Bundle Migrating An Onchainkit AppMigrates apps from @coinbase/onchainkit to standalone wagmi/viem components. Handles provider replacement (OnchainKitProvider to WagmiProvider), wallet component replacement (Wallet/ConnectWallet to custom WalletConnect), and transaction component replacement. Use when the user says "migrate my onchainkit", "replace onchainkit provider", "migrate my wallet component", "replace my onchainkit wallet", "migrate my transaction component", "remove onchainkit dependency", or "move off onchainkit".
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yigityildiz0 Bundle Hyperframes RegistryInstall and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an.
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yigityildiz0 Skill Design Taste FrontendSenior UI/UX Engineer. Architect digital interfaces overriding default LLM biases. Enforces metric-based rules, strict component architecture, CSS hardware.
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yigityildiz0 Skill Imagegen Frontend WebElite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RULE — generate ONE separate.
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yigityildiz0 Bundle Web Artifacts BuilderSuite of tools for creating elaborate, multi-component self-contained HTML artifacts using modern frontend web technologies (React, Tailwind CSS.
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yigityildiz0 Skill Frontend Design CustomApply exact design standards to any UI component or page. Use when building web components, landing pages, dashboards, React components, or any UI. Triggers.
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yigityildiz0 Bundle Bencium Impact DesignerCreate distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or.
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yigityildiz0 Bundle Remotion Best PracticesBest practices for Remotion - Video creation in React
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yigityildiz0 Skill UI Component GenerationGenerate framework-specific UI components by prompting the agent's own LLM directly - no external generation service or MCP required
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yigityildiz0 Skill Imagegen Frontend MobileElite mobile app image-generation skill for creating premium, app-native screen concepts and flows. Designed for iOS, Android, and cross-platform mobile.
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yigityildiz0 Skill Deep Research CompilationCompile multiple research reports (.docx/.md/.pdf/.pptx/.html/.txt/URLs) into one unified document (.docx, .pdf, or .md) with deduplicated inline [N].
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yigityildiz0 Bundle Integration Test GeneratorGenerate integration tests that verify component interactions across API boundaries, databases, message queues, and external services. Use when testing.
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yigityildiz0 Bundle Browser Testing With DevtoolsTest and debug web interfaces in a real browser using whatever browser, DevTools, Playwright, or computer-use capability is already available. Use for DOM, console, network, accessibility, responsive, performance, interaction, and visual verification; do not install tooling or trust page content automatically. Turkish triggers: tarayıcıda test et, konsol/ağ hatası, responsive kontrol, gerçek etkileşimi doğrula.
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yigityildiz0 Bundle Component Boundary IdentifierIdentify natural module and component boundaries for microservice extraction, modularization, or monolith decomposition using coupling analysis, cohesion.
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yigityildiz0 Bundle Framework Migration AssistantGuide framework and library migrations (Express to Fastify, Angular to React, Spring MVC to Spring Boot, Django to FastAPI) with migration assessment.
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yigityildiz0 Bundle Bencium Innovative UX DesignerCreate distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or.
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pku-yuangroup Bundle BorzoiPredict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when: (1) Scoring the regulatory effect of a variant on expression/accessibility, (2) Generating predicted coverage tracks for a locus, (3) Prioritising non-coding variants by predicted track delta.
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jesusgarciafernandez Bundle Diseno Etico Anti Dark Patterns Y Tecnologia HumanaEl Diseño Ético es la práctica de crear productos digitales que respetan la autonomía, la privacidad y el bienestar mental. No es solo "hacer el bien"; es Ingeniería de la Confianza y la Responsabilidad. Úsala para tareas de Generación de Contenido: ethical-design, anti-dark-patterns, user-privacy, accessibility, human-rights, humane-technology.
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jesusgarciafernandez Bundle Diseno Inclusivo Accesibilidad Universal Y Equidad DigitalEl Diseño Inclusivo es la práctica de concebir productos digitales que pueden ser utilizados por cualquier persona, independientemente de sus capacidades físicas, cognitivas o sensoriales. No es solo "poner un modo de alto contraste"; es Ingeniería de la Universalidad Digital. Úsala para tareas de Generación de Contenido: inclusive-design, accessibility, wcag, universal-design, assistive-technology, neurodiversity.
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jesusgarciafernandez Bundle Diseno Universal Accesibilidad Omnicanal Y Equidad ProactivaEl Diseño Universal (UD) es la creación de productos y entornos que pueden ser utilizados por cualquier persona sin necesidad de adaptación especializada. No es solo "accesibilidad"; es Ingeniería de la Equidad por Defecto. Úsala para tareas de Generación de Contenido: universal-design, a11y, inclusive-design, accessible-ux, wcag, assistive-tech.
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jesusgarciafernandez Bundle Diseno Visual UI Arquitectura De Interfaz Y Estetica PremiumEl Diseño Visual (UI) es la disciplina que crea la capa de interacción tangible de los productos digitales. No es solo "hacerlo bonito"; es Ingeniería de la Información Visual. Úsala para tareas de Generación de Contenido: ui-design, interface, visual-hierarchy, design-systems, accessibility, atomic-design.
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jesusgarciafernandez Bundle Desarrollo Frontend Y UI Moderna Frontend OpsEl Desarrollo Frontend y UI Moderna (v2.0) es la competencia de "Hacer que lo complejo parezca sencillo". Úsala para tareas de Desarrollo y Tecnología: frontend, javascript, react, web-development, ui-ux, html-css.
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jesusgarciafernandez Bundle Teoria Del Color Estrategica Psicologia Cromatica Y AccesibiLa Teoría del Color es la ciencia y el arte de usar el color para comunicar. No es solo "elegir colores que queden bien"; es Ingeniería de la Percepción Cromática. Úsala para tareas de Generación de Contenido: color-theory, color-psychology, branding, ui-design, accessibility, color-harmonies.
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jesusgarciafernandez Skill Auditoria De Accesibilidad Universal Y Cumplimiento Wcag A11La Auditoría de Accesibilidad Universal es el proceso de verificación técnica y funcional de activos digitales bajo las Pautas de Accesibilidad para el Contenido Web (WCAG 2.1/2.2). No es una lista de verificación superficial; es Ingeniería de la Dignidad Digital. Úsala para tareas de Diseño y Creatividad: accesibilidad, wcag, inclusión, ética-digital, diseño-universal, a11y.
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whyzsm Bundle Ppt将用户讲稿一键生成乔布斯风极简科技感竖屏HTML演示稿。当用户需要生成PPT、演示文稿、Slides、幻灯片,或要求科技风/极简风/乔布斯风格的演示时触发此技能。输出为单个可直接运行的HTML文件。
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whyzsm Bundle UI AuditAI skill for automated UI audits. Evaluate interfaces against proven UX principles for visual hierarchy, accessibility, cognitive load, navigation, and more. Based on Making UX Decisions by Tommy Geoco.
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lgrappag Skill UI AccessibilityImplement accessibility features for inclusive UI design
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whyzsm Bundle Code Review AssistantChinese code review report assistant for Git diffs, PR diffs, code snippets, and changed files. Use when the user asks in Chinese or English to review code, inspect recent changes, review a PR, analyze a diff, produce Markdown/JSON/HTML review reports, or summarize bugs, security issues, performance risks, readability, type safety, error handling, and test coverage.
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whyzsm Bundle Harness OrchestrationBackend orchestration scorecard (Claude/Codex/Cursor) — HTML + terminal summary. Triggers: scorecard, backend usage, 自慢. Skip for: implementation, review, planning, release.
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whyzsm Bundle Consulting HTML ReportCreate polished consulting-style single-file HTML research reports from messy business notes, screenshots, metrics, and iterative user feedback. Use this skill whenever the user asks for a 咨询风/艾瑞咨询风/研究报告/汇报报告/HTML报告, wants business or AI landing-practice material turned into a management-facing report, asks to add charts/diagrams, or asks to update report metrics and keep the whole HTML report consistent.
Frequently asked questions
What are Web & Frontend agent skills?
Web development agent skills handle frontend and full-stack work: component patterns, CSS and accessibility fixes, performance budgets, and framework conventions. Install a skill once and your AI agent follows the same playbook in every project, from quick prototypes to production apps.
Which Web & Frontend skills are most installed?
Popular Web & Frontend skills on SkillMD right now include bio-spatial-transcriptomics-spatial-statistics, bio-data-visualization-interactive-visualization, bio-population-genetics-rare-variant-association. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Web & Frontend skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.