Frontend Skills

Client-side web development. This page lists all 674 Frontend skills indexed from 86 repositories (updated 2026-10-26). Every skill is free and open source — open one for the install command, or filter the interactive catalog to Frontend.

  1. dont-make-me-think luongnv89/skills · score 95/100 (grade A)
    Review UI usability using Steve Krug's principles and produce a scannable report. Use for UX audits of screenshots, URLs, or code. Don't use for brand critique, WCAG audits, or backend/API review.
  2. competitor-analysis sickn33/antigravity-awesome-skills · score 94/100 (grade A)
    Research competitors with Browserbase discovery, enrichment lanes, screenshots, matrices, and HTML reports.
  3. obsess sickn33/antigravity-awesome-skills · score 94/100 (grade A)
    Perfectionist mode for one target: checked attempts on a UI detail or hot path, keeps the best version, stops on a budget. Only on explicit /obsess.
  4. ux-ax-review luongnv89/skills · score 94/100 (grade A)
    Review website/app UX for humans and AX for AI/search; produce an evidence-backed audit and improvement plan across usability, brand, access, speed, conversion and discoverability. Don't use for UI builds, SEO-only edits, or legal certification.
  5. viral-product-evaluator luongnv89/skills · score 94/100 (grade A)
    Review a product codebase and landing page against 32 viral principles and produce a Virality Score plus ranked fixes. Use to audit virality or prioritize growth. Don't use for SEO, ASO, copywriting, or code review.
  6. appstore-assets luongnv89/skills · score 93/100 (grade A)
    Generate App Store screenshots and header/search images for iPhone, iPad and Mac from a codebase or landing page, or re-render a set. Use when preparing a submission. Don't use for ASO keywords, review audits, icons, videos, or Google Play.
  7. frontend-design luongnv89/skills · score 93/100 (grade A)
    Build production-grade frontend interfaces with distinctive aesthetics and working code. Use for UI components, pages, or frontend features. Don't use for backend/API work or usability-only audits.
  8. github-pages-publish luongnv89/skills · score 93/100 (grade A)
    Publish or update a static site (gh-pages) on GitHub Pages via GitHub Actions in any repo: text or pre-built HTML in, workflow set up, live URL verified. Don't use for CI test pipelines, framework/SSG builds, or Netlify/Vercel hosting.
  9. ship luongnv89/skills · score 93/100 (grade A)
    Run a release end to end, autonomous by default: version bump everywhere, changelog, docs, landing page, tag, push, GitHub release, PyPI/npm. Use to ship, cut, or tag a release. Don't use for routine commits, pull requests, or marketplace publishing.
  10. user-test luongnv89/skills · score 93/100 (grade A)
    Test an app, API or CLI like a real user: launch it, try every feature or named ones, log bugs, perf and UX issues, auto-fix simple ones, report. Don't use for unit tests, E2E suite code, or design audits.
  11. codebase-modernizer luongnv89/skills · score 92/100 (grade A)
    Audit a stale, inherited, or messy codebase — deps, bugs, security, tests, CI, docs, UI/UX — then emit a phased, testable modernization plan. Read-only: plans upgrades, never applies them. Not for single-PR review, PRD-to-tasks, or UX-only audits.
  12. design-optimizer luongnv89/skills · score 92/100 (grade A)
    Optimize a website or app design in one run: capture the page once, audit usability, UX/AX, virality and agent readiness, merge overlaps into one prioritized report, apply fixes on opt-in. Don't use for one lens (dont-make-me-think, ux-ax-review).
  13. doc-manager luongnv89/skills · score 92/100 (grade A)
    Generate or update docs to match the code, citing each claim to path:line and asking on ambiguity; runbook docs also get a check-only validation script. Don't use for API-reference autogen (JSDoc/Sphinx), landing pages, or CLAUDE.md/AGENTS.md.
  14. landing-page-generator luongnv89/skills · score 92/100 (grade A)
    Write landing pages (PAS, AIDA, StoryBrand) from a brief or README, as HTML with privacy, terms, changelog, setup pages. Use for sales copy, hero sections, CTAs, README rewrites. Don't use for blogs, release notes, project docs, or coding mockups.
  15. logo-designer luongnv89/skills · score 92/100 (grade A)
    Generate professional SVG logos from project context: 7 brand variants plus a showcase HTML page. Use for product marks, wordmarks, icons, and favicons. Don't use for raster-only logos, illustrations, or full brand guidelines.
  16. product-launch luongnv89/skills · score 92/100 (grade A)
    Plan a product launch: pick best-fit sites from 50 (Product Hunt, HN, Reddit, directories) plus your own channels, then write posts, pitches and setup guides after approval. Never posts. Don't use for writing landing pages, ASO, ads, or release tags.
  17. tad-generator luongnv89/skills · score 92/100 (grade A)
    Generate a Technical Architecture Document (TAD) from a PRD. Use when asked to design system architecture or define how a product is built. Updates tad.md and reports GitHub links. Don't use for PRD authoring, sprint tasks, or code implementation.
  18. wjttc-builder sickn33/antigravity-awesome-skills · score 90/100 (grade A)
    PLAN and GENERATE WJTTC (Championship-Grade) test suites for any project. Analyzes the codebase, classifies components across the WJTTC five tiers (Brake · Engine · Aero · Tyre · Pit), writes a tiered test plan, and scaffolds executable test files.
  19. archify tt-a1i/archify · score 89/100 (grade B)
    Create validated architecture, workflow, sequence, data-flow, lifecycle/state, ERD, class, tree, timeline, and waterfall diagrams as explorable standalone HTML with dark/light themes, motion and image/SVG/WebM export. Accept requirements or Mermaid; inspect repository evidence for code-backed diagrams. Use when visualizing systems, API calls, pipelines, schemas, histories, timings, or everyday steps, parts, relationships and states. Also turn an answer into a one-page explainer, with the conclusion first, structured panels, native diagrams and charts, when the user asks for a page, an explainer or an answer to share (做成一页, 用页面讲), or proactively when the user's rules opt in with an [archify explainer: ...] line. Not for dashboards.
  20. github-pages-deployer Affitor/affiliate-skills · score 89/100 (grade B)
    Deploy affiliate content to GitHub Pages for free hosting. Triggers on: "deploy to GitHub Pages", "host on GitHub Pages", "free hosting for my affiliate site", "push to GitHub Pages", "GitHub Pages setup", "deploy my landing page to GitHub", "host my bio link on GitHub", "free affiliate website hosting", "github pages affiliate", "set up GitHub Pages for my site", "deploy HTML to GitHub", "free static hosting", "publish my affiliate page for free", "github pages custom domain".
  21. survey-generator sickn33/antigravity-awesome-skills · score 89/100 (grade B)
    Generate source-backed AI/ML survey paper artifacts with curated bibliographies and Fireworks/Kimi HTML rendering.
  22. production-audit sickn33/antigravity-awesome-skills · score 88/100 (grade B)
    Audit a shipped repo for production-readiness gaps across RLS, webhooks, secrets, grants, Stripe idempotency, mobile UX, and deployment health.
  23. seo-audit Affitor/affiliate-skills · score 88/100 (grade B)
    Audit affiliate blog posts and landing pages for SEO issues. Triggers on: "audit my blog post for SEO", "check my SEO", "SEO review", "improve my rankings", "SEO checklist", "on-page SEO audit", "keyword optimization check", "why isn't my page ranking", "SEO score", "content quality audit", "check my meta tags", "internal linking audit", "quick SEO wins".
  24. skill-finder Affitor/affiliate-skills · score 88/100 (grade B)
    Find the right Affitor skill for your goal. Triggers on: "which skill should I use", "find me a skill", "what skills are available", "help me choose a skill", "skill for SEO", "skill for email", "explore skills", "I'm new to Affitor", "what can Affitor do", "search skills", "skill for blog writing", "skill for landing pages", "skill for analytics".
  25. electron-drive-skill sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Launch the project's Electron app on a scratch profile and drive it: click, type, screenshot, run renderer or main-process code, read logs. Use to verify UI changes end to end.
  26. markstream-install sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, Next.js, and Vue 2 applications.
  27. vercel-deployments sickn33/antigravity-awesome-skills · score 87/100 (grade B)
    Deploy frontend and full-stack apps on Vercel with previews, edge functions,
  28. launch-check sickn33/antigravity-awesome-skills · score 86/100 (grade B)
    Bounded pre-launch audit of a live URL for AI-built apps: exposed secret keys, open Supabase/Firebase tables, security headers, phone layout, search and speed.
  29. pptx-deck-creation sickn33/antigravity-awesome-skills · score 86/100 (grade B)
    Create editable, production-ready PPTX decks with narrative planning, explicit layout specs, asset guidance, and quality checks.
  30. ab-test-generator Affitor/affiliate-skills · score 85/100 (grade B)
    Generate A/B test variants for affiliate content. Triggers on: "create A/B test", "test my headline", "optimize my CTA", "generate variants", "split test ideas", "improve click-through rate", "test my landing page copy", "headline alternatives", "CTA variations", "which version is better", "optimize conversions", "test my email subject line", "compare approaches".
  31. browser-bridge sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Inspect, control, and automate tasks in your real Microsoft Edge or Google Chrome browser via Chrome DevTools Protocol (CDP) with bilingual UI, native tab grouping, and self-healing daemon.
  32. convex-backend sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Build reactive backends with Convex functions, schema validation, auth
  33. ui-a11y sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Audit a component or page for accessibility issues and fix them
  34. uxkin-research sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Research how real products handle a screen, flow or visual style before designing it: search UXKIN's real iOS screens, user journeys and website design systems, compare several and report what they share.
  35. watch-igaming sickn33/antigravity-awesome-skills · score 85/100 (grade B)
    Reviews a video link or local screen recording from transcript and scene-change frames matched by timecode, then returns a review, QA table, UX audit, comparison or minutes.
  36. webinar-registration-page Affitor/affiliate-skills · score 85/100 (grade B)
    Build a webinar or live event registration page as a self-contained HTML file with countdown timer, speaker bio, agenda, and registration form. Triggers on: "build a webinar registration page", "create a webinar sign-up page", "event registration landing page", "live training registration page", "workshop sign-up page", "create a webinar page", "build an event page", "free webinar landing page", "live demo registration page", "online event page", "create a registration page for my webinar", "build a training event page".
  37. animated-github-profile sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Build high-impact, animated GitHub profile READMEs that play like mini-movies using pure SVG, CSS, and SMIL animations. Covers dark/light theme switching, swinging lanyard ID badges, tech orbits, local stat cards, and automated contribution graphs.
  38. anti-ui-slop sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Stop coding agents from shipping generic UI. Extend the product's design system, use UIZZE evidence only when useful, cover required states, and inspect the rendered result.
  39. cypress-skill sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Generates production-grade Cypress E2E and component tests in JavaScript or TypeScript. Supports local execution and TestMu AI cloud. Use when the user asks to write Cypress tests, set up Cypress, test with cy commands, or mentions \"Cypress\", \"cy.visit\", \"cy.get\", \"cy.intercept\".
  40. deed-page sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Publish an HTML file or static folder to a permanent public https://<slug>.deed.page/ URL with one curl request. No account; the first publish returns a token for updates.
  41. frontend-lighthouse sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Add a portable Lighthouse CI gate for production frontend builds with Core Web Vitals budgets, category floors, median runs, and CI artifacts.
  42. frontend-slides-frontend-slides sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch.
  43. marketplace-rbac-audit sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Audit multi-role marketplace authorization across roles, resource ownership, tenant boundaries, and order-state transitions; use when access rules need evidence, not UI assumptions.
  44. pro-launch sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Build an app or product from 0 to 1, taste-first, with phase gates: references, naming, style frames, UI loop, launch video, GTM and shipping. Use for 做产品, 起名, 找参考, UI 太丑, launch plans.
  45. setup-matt-pocock-skills sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.
  46. ui-styling nextlevelbuilder/ui-ux-pro-max-skill · score 84/100 (grade B)
    Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design systems, creating responsive layouts, adding accessible components (dialogs, dropdowns, forms, tables), customizing themes and colors, implementing dark mode, generating visual designs and posters, or establishing consistent styling patterns across applications.
  47. ux-copy sickn33/antigravity-awesome-skills · score 84/100 (grade B)
    Generate UX microcopy (button labels, error messages, empty states, toasts) following a casual-but-polite voice and tone
  48. cantera K-Dense-AI/claude-scientific-skills · score 83/100 (grade B)
    Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement. Use for combustion kinetics, closed adiabatic ideal-gas constant-volume or constant-pressure ignition, temperature histories, or mechanism-specific ignition-delay comparisons.
  49. client-secret-exposure-audit sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Audit a deployed web app for secrets exposed to the browser: hardcoded API keys/tokens in JS, secrets in HTML meta/attributes/comments, publicly reachable source/config/deploy files, and header/CORS misconfig.
  50. frontend-ui-engineering sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts, managing state, or when the output needs to look and feel production-quality rather than AI-generated.
  51. jest-skill sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Generates Jest unit and integration tests in JavaScript or TypeScript. Covers mocking, snapshots, async testing, and React component testing. Use when user mentions \"Jest\", \"describe/it/expect\", \"jest.mock\", \"toMatchSnapshot\".
  52. product-showcase-page Affitor/affiliate-skills · score 83/100 (grade B)
    Build a single-product deep-dive showcase page as a self-contained HTML file. Triggers on: "build a product showcase page", "deep dive landing page for [product]", "create a product spotlight page", "product feature page", "single product page", "detailed page about [product]", "build a page showing everything about [product]", "create a long-form product page", "build a sales page for [product]", "product deep dive page", "make a feature breakdown page for [product]".
  53. prompt-engineer-toolkit alirezarezvani/claude-skills · score 83/100 (grade B)
    Turns marketing prompts into tested, versioned production assets: A/B prompt evaluation against structured test cases, immutable prompt version history with diffs, ready-to-use marketing prompt templates (ad copy, email campaigns, social posts, landing pages, SEO meta), and an LLM-governance playbook for marketing teams (claim discipline, disclosure rules, human-review gates). Use when a marketing team relies on AI-generated content and needs prompt quality to be measurable and safe — or when the user mentions 'prompt engineering,' 'improve my prompts,' 'prompt templates,' 'prompt versioning,' 'AI content workflow,' or 'AI governance for marketing.'
  54. ui-states sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Design and build the UI states agents forget: first use, empty, loading, error, offline, no results, long content, permission denied and success.
  55. ui-update sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Update StyleSeed engine in your project — analyzes what's outdated and updates safely
  56. unship sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Compare AI agent-made UI variants locally in a real app, then keep one and clean up unused temporary code.
  57. weaviate-cookbooks sickn33/antigravity-awesome-skills · score 83/100 (grade B)
    Build Weaviate AI apps from official cookbook blueprints for RAG, agentic RAG, data exploration, multimodal PDF search, async clients, and frontends.
  58. code-showcase-react-ui-patterns sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
  59. design-system sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Mechanical implementation invariants for frontend design: token architecture, typography hierarchy, loading order, FOUT prevention, chrome stability, motion timing, color semantics. Use with design when building components, pages, or design systems.
  60. expo-tailwind-setup sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Set up Tailwind CSS v4 in Expo with react-native-css and NativeWind v5 for universal styling
  61. expo-ui sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Build native UI with the @expo/ui package: real SwiftUI on iOS and Jetpack Compose on Android rendered from React in an Expo or React Native app.
  62. markstream-nuxt sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Integrate markstream-vue into Nuxt 3 or 4 with SSR-safe client boundaries, renderer modes, explicit CSS, and browser-only optional peers.
  63. post sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Make share-post image sets that look native: Xiaohongshu carousels, X images, covers, App Store poster layouts, real screenshots and faithful app-UI mocks. Use for 图文, 配图, 组图, 封面, 分享帖.
  64. squeeze-page-builder Affitor/affiliate-skills · score 82/100 (grade B)
    Build email capture landing pages (squeeze pages) as single self-contained HTML files. Triggers on: "build a squeeze page", "email capture page", "lead magnet page", "create an opt-in page", "build an email list page", "lead capture landing page", "create a freebie page", "build a page to collect emails", "opt-in landing page", "email signup page for [product/niche]", "create a lead magnet landing page", "build a page that captures emails before sending to affiliate offer".
  65. ux-audit sickn33/antigravity-awesome-skills · score 82/100 (grade B)
    Audit screens for UX issues using Nielsen's heuristics and modern mobile UX best practices
  66. api-and-interface-design sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.
  67. baoyu-infographic JimLiu/baoyu-skills · score 81/100 (grade B)
    Generate professional infographics with 21 layout types and 22 visual styles. Analyzes content, recommends layout×style combinations, and generates publication-ready infographics. Use when user asks to create "infographic", "信息图", "visual summary", "可视化", or "高密度信息大图".
  68. bio-link-deployer Affitor/affiliate-skills · score 81/100 (grade B)
    Create a Linktree-style bio link hub page as a single self-contained HTML file. Triggers on: "create a bio link page", "make a linktree", "link in bio page", "bio link", "link hub", "create my link page", "all my links on one page", "linktree alternative", "build a link page", "bio page for my affiliate links", "I need a link in bio", "make a page with all my links", "link aggregator page".
  69. bioservices K-Dense-AI/claude-scientific-skills · score 81/100 (grade B)
    Provides a Python interface to bioinformatics services including UniProt, KEGG, ChEMBL, Reactome, QuickGO, and UniChem. Used for cross-database protein annotation, pathway retrieval, chemical identifier mapping, and integrated biological data workflows with BioServices.
  70. build-ui sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Step-by-step workflow for UI work: read the project, follow the plan for the job (new screen, dashboard, polish, simplify, review), then render, fix and check again.
  71. fixing-motion-performance sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Audit and fix animation performance issues including layout thrashing, compositor properties, scroll-linked motion, and blur effects. Use when animations stutter, transitions jank, or reviewing CSS/JS animation performance.
  72. hig-technologies sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Review Apple-platform technology UX against HIG patterns for payments, health data, identity, Siri, AR, cloud sync, and shared experiences. Use for integration flow design, permission planning, and accessibility checks.
  73. imagen sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.
  74. improve-codebase-architecture sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
  75. landing-page-creator Affitor/affiliate-skills · score 81/100 (grade B)
    Build high-converting affiliate landing pages as single self-contained HTML files. Triggers on: "create a landing page for", "build a landing page", "product landing page", "affiliate landing page", "comparison page for", "vs page", "single product page", "conversion page", "sales page for affiliate", "landing page HTML", "build me a page for", "create a page to promote [product]", "I need a landing page", "make a page for [product]".
  76. liuguang-banlan-ui sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Builds two parameterized UI modes—流光溢彩白 (iridescent white) and 五彩斑斓黑 (colorful black)—with OKLCH, WebGL/CSS fallback, vision gating, screenshot QA, and total/per-color intensity reports. Use when a UI request names either mode or needs measured color parameters.
  77. markstream-angular sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Integrate the alpha markstream-angular renderer into Angular 20+ applications with standalone components, signals, safe HTML defaults, and optional peer features.
  78. markstream-react sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Integrate the beta markstream-react renderer into React 18+ or Next.js with correct client/server entrypoints, CSS, streaming state, and component overrides.
  79. markstream-svelte sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Integrate the beta markstream-svelte renderer into Svelte 5 or SvelteKit with runes, explicit CSS, smooth streaming, workers, and SSR-safe boundaries.
  80. markstream-vue sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Integrate markstream-vue into plain Vue 3 with renderer modes, code and DOM choices, streaming state, virtualization, optional peers, and scoped components.
  81. markstream-vue2 sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Integrate markstream-vue2 into Vue 2.6 or 2.7 with correct Composition API decisions, CSS, streaming state, optional peers, and scoped overrides.
  82. markstream-vue2-vite sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Integrate markstream-vue2 into Vue 2 plus Vite with bundled worker imports, CSS ordering, Composition API compatibility, and safe streaming defaults.
  83. native-data-fetching sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, and Expo Router data loaders (`useLoaderData`).
  84. rayden-use sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Build and maintain Rayden UI components and screens in Figma via Figma MCP with full design token enforcement
  85. scientific-visualization K-Dense-AI/claude-scientific-skills · score 81/100 (grade B)
    Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. Use it for figure design, multi-panel layouts, uncertainty and missing-data displays, color/contrast review, image metadata validation, and journal export planning.
  86. shadcn sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.
  87. slideops sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Turn a repository into a cited HTML slide deck and detect the day it drifts from the code. Citations record file, lines, and hash; a stdlib check reports CURRENT, MOVED, or CHANGED.
  88. styleseed-design-review sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Reviews UI/frontend code and tells you exactly why it \"looks AI-generated\" — then how to fix it.
  89. sveltekit sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework.
  90. tastegate sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Build or fix a frontend so it looks designed, not AI-generated, then prove it in a real browser: renders at phone and desktop width and fails on overlap, low contrast and AI-slop defaults.
  91. ui-motion sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Apply a named StyleSeed motion to a component — either one of the 5 personality seeds (Spring/Silk/Snap/Float/Pulse × entrance/exit/hover/press/layout) or a distinctive keyword move from the motion library (toggle-flip, toggle-curtain, reveal-blur, pop-in, shimmer, …).
  92. ui-score sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Score a UI file's design quality 0-100 against StyleSeed's design language — per-category breakdown, the worst offenders, and a prioritized fix list. A quantified version of /ss-review.
  93. ui-setup sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Interactive setup wizard — guides you step-by-step to configure the design system for your project
  94. write-design-md sickn33/antigravity-awesome-skills · score 81/100 (grade B)
    Write or update a project's DESIGN.md from the colors, type, spacing and components it really uses, with rules agents follow so new screens match.
  95. brand-guidelines sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Write copy following Sentry brand guidelines. Use when writing UI text, error messages, empty states, onboarding flows, 404 pages, documentation, marketing copy, or any user-facing content. Covers both Plain Speech (default) and Sentry Voice tones.
  96. byagent sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Publish agent-written Markdown or HTML as a shareable link with the byagent CLI, then read readers' line comments back, edit, republish to the same link and resolve them.
  97. ckw-design sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Frontend design entry point: direction, design system, visual philosophy. Use whenever building or touching the look of any web UI (components, pages, dashboards, React/Vue/HTML-CSS) or when the user says \"make this look better\", \"fix the spacing/layout\", or mentions styling, color, type, or polish.
  98. design-ux sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    UX / usability audit — heuristic evaluation of INTERACTIVE UIs (not just visual polish). Load with design when a UI \"feels off\", \"sucks to use\", is hard to learn, needs an instruction wall, or before shipping an interactive tool/editor/app.
  99. discord-automation sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.
  100. emil-design-eng sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Use when designing or reviewing polished product UI with Emil Kowalski-inspired animation, interaction, and component craft guidance.
  101. enhance-prompt sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.
  102. frontend-seo sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    A portable, framework-agnostic SEO system for any React or React Native-for-web frontend.
  103. infographics K-Dense-AI/claude-scientific-skills · score 80/100 (grade B)
    Creates and reviews infographics with Nano Banana 2 via OpenRouter. Use for statistical summaries, timelines, comparisons, processes, and visual explanations with supplied data or optional Sonar research. Supports ten layouts, eight style presets, reference images, and accessible palette starting points.
  104. latex-posters K-Dense-AI/claude-scientific-skills · score 80/100 (grade B)
    Creates research posters in LaTeX using beamerposter, tikzposter, or baposter. Use for conference posters, academic presentations, multi-column scientific layouts, figure integration, typography, compilation, and PDF preflight.
  105. macos-spm-app-packaging Dimillian/Skills · score 80/100 (grade B)
    Scaffold, build, and package SwiftPM-based macOS apps without an Xcode project. Use when you need a from-scratch macOS app layout, SwiftPM targets/resources, a custom .app bundle assembly script, or signing/notarization/appcast steps outside Xcode.
  106. markstream-install github/awesome-copilot · score 80/100 (grade B)
    Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, and Vue 2 applications. Use for package selection, minimal peer dependencies, CSS order, SSR boundaries, streaming mode, and renderer setup.
  107. msstore-cli github/awesome-copilot · score 80/100 (grade B)
    Microsoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked to configure Store credentials, list Store apps, check submission status, publish submissions, manage package flights, set up CI/CD for Store publishing, or integrate with Partner Center. Supports Windows App SDK/WinUI, UWP, .NET MAUI, Flutter, Electron, React Native, and PWA applications.
  108. pathway-enrichment K-Dense-AI/claude-scientific-skills · score 80/100 (grade B)
    Performs pathway and gene-set enrichment analysis on gene lists or ranked gene data and interprets the results. Used when the user has a set of genes (differentially expressed genes from PyDESeq2/Scanpy, CRISPR-screen hits, cluster marker genes, proteomics hits) and wants to know which biological pathways, GO terms, or gene sets are over-represented or enriched. Covers over-representation analysis (ORA / Enrichr / Fisher / hypergeometric), ranked Gene Set Enrichment Analysis (GSEA / preranked), single-sample scoring (ssGSEA/GSVA), and functional profiling via gseapy, g:Profiler, Enrichr libraries, MSigDB, GO, KEGG, Reactome, and WikiPathways — plus gene-ID mapping, choosing the right background universe, multiple-testing correction, redundancy reduction, dotplots/enrichment maps, and publication-ready tables. Use this for "pathway analysis", "enrichment analysis", "GO enrichment", "KEGG/Reactome pathways", "GSEA", "over-representation", "functional annotation", or "what pathways are my genes in".
  109. prototype sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.
  110. pycalphad K-Dense-AI/claude-scientific-skills · score 80/100 (grade B)
    Computes finite-temperature CALPHAD equilibria, phase fractions, and phase compositions from thermodynamic TDB databases using pycalphad. Use for alloy phase stability, equilibrium temperature sweeps, tie lines, lever-rule checks, or reproducible phase-fraction calculations with explicit components and mole-fraction conditions.
  111. shopify-development sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.
  112. tellurium K-Dense-AI/claude-scientific-skills · score 80/100 (grade B)
    Simulates biochemical kinetic models from SBML or Antimony with Tellurium and libRoadRunner, checks model units, compares deterministic parameter perturbations, and exports and replays SBML plus SED-ML COMBINE archives. Use for reaction-network time courses, kinetic parameters, concentration dynamics and reproducible simulation experiments; steady-state constraint-based metabolic flux analysis belongs to cobrapy.
  113. ui-page sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Scaffold a new mobile page/screen using the StyleSeed layout patterns
  114. ui-review sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Review UI code for design system compliance, accessibility, and best practices
  115. ux-feedback sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Add appropriate user feedback states (loading, success, error, empty) to a component or page
  116. vibe-code-cleanup sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Safe production cleanup and hardening for vibe-coded fullstack apps (Next.js, React, Node.js, etc.). Removes dead imports, unused files, and broken references without breaking routes or APIs.
  117. web-artifacts-builder sickn33/antigravity-awesome-skills · score 80/100 (grade B)
    Create React frontend artifacts and bundle a reviewed project into a shareable HTML file.
  118. anti-ui-slop github/awesome-copilot · score 79/100 (grade C)
    Stop coding agents from shipping generic UI. Use UIZZE''s 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate".
  119. bilig-workpaper sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Use formula-backed WorkPaper JSON and MCP tools for agent spreadsheet tasks without driving Excel or a browser UI.
  120. broken-link-finder sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Broken Link Finder. Use when working with page URL, HTML or a list of links.
  121. browser-automation sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Build reliable browser checks using observed UI state, semantic locators, bounded waits, isolated test data and explicit outcome verification.
  122. canonical-tag-checker sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Canonical Tag Checker. Use when working with HTML and page URL, or accessible page URL.
  123. code-showcase-core-components sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
  124. competitor-ad-intelligence sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Research public competitor ads, analyze creative patterns and landing pages, and produce an evidence-labeled strategic teardown.
  125. copywriting-psychologist sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Write or revise conversion copy using audience awareness, motivations, and credible proof when ads, landing pages, or sales messages feel generic.
  126. cro sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms.
  127. design-system nextlevelbuilder/ui-ux-pro-max-skill · score 79/100 (grade C)
    Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, component specs, strategic slide creation. Use for design tokens, systematic design, brand-compliant presentations.
  128. expo-brownfield sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Integrate Expo and React Native into an existing native iOS or Android app. Use when the user mentions brownfield, embedding React Native in a native app, AAR/XCFramework, or adding Expo to an existing Kotlin/Swift project. Covers both the isolated approach and the integrated approach.
  129. fixing-accessibility sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or reviewing WCAG compliance.
  130. fullstack-dev MiniMax-AI/skills · score 79/100 (grade C)
    Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app, building CRUD app, building real-time app, building chat app, Express + React, Next.js API, Node.js backend, Python backend, Go backend, designing service layers, implementing error handling, managing config/auth, setting up API clients, implementing auth flows, handling file uploads, adding real-time features (SSE/WebSocket), hardening for production. DO NOT TRIGGER when: pure frontend UI work, pure CSS/styling, database schema only.
  131. gpt-taste sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Use when generating elite GSAP-heavy frontend pages with strict AIDA structure, wide hero typography, and gapless bento grids.
  132. heading-analyzer sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Heading Analyzer. Use when working with HTML, Markdown or extracted headings.
  133. hunt-html-injection sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Hunt HTML Injection
  134. landing-page-generator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Generates high-converting Next.js/React landing pages with Tailwind CSS. Uses PAS, AIDA, and BAB frameworks for optimized copy/components (Heroes, Features, Pricing). Focuses on Core Web Vitals/SEO.
  135. lovable-cleanup sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Audits and strips Lovable scaffolding from Vite + React projects — removes lovable-tagger, swaps placeholder assets, prunes unused Radix deps, cleans generated docs, and neutralizes stale favicon/CDN caching so the codebase ships as yours.
  136. markstream-vue2-cli sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Integrate markstream-vue2 into Vue CLI or Webpack 4 with export-map-safe CSS, CDN worker fallbacks, and conservative code-block defaults.
  137. meta-tag-comparison-tool sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Meta Tag Comparison Tool. Use when working with HTML or extracted metadata from two or more labeled pages.
  138. mobile-friendly-test sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Mobile-Friendly Test. Use when working with accessible page or supplied screenshots and HTML.
  139. on-page-seo-audit-checker sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    On-Page SEO Audit Checker. Use when working with page URL or HTML and target reader task.
  140. screenshots sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.
  141. text-to-html-converter sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Text to HTML Converter. Use when working with plain text and optional structure preferences.
  142. ui-component sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Generate a new UI component following the StyleSeed design conventions
  143. uiverify-triage-visual-changes sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Triage a UI Verify visual regression build from your coding agent over MCP: sort changed screenshots into regressions, intended changes and noise, then accept baselines.
  144. ux-flow sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    Design user flows and navigation structure following proven UX patterns
  145. vibecode-production-qa-validator sickn33/antigravity-awesome-skills · score 79/100 (grade C)
    13-phase production QA for fullstack Next.js apps: build verification, SEO tags, OG images, favicon, route regression, API auth, page speed, lazy load, vulnerability scan, UI/UX cards, error boundaries, database, secure rendering, and cleanup.
  146. android-ui-journey-testing sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    XML-specified Android UI journey testing, interactive step execution, assertion verification, and JSON outcome reporting.
  147. astro sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.
  148. awt-e2e-testing sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    AI-powered E2E web testing — eyes and hands for AI coding tools. Declarative YAML scenarios, Playwright execution, visual matching (OpenCV + OCR), platform auto-detection (Flutter/React/Vue), learning DB. Install: npx skills add ksgisang/awt-skill --skill awt -g
  149. book-to-skill alirezarezvani/claude-skills · score 78/100 (grade C)
    Converts books, documentation folders, and source collections (PDF, EPUB, DOCX, HTML, Markdown, RST, AsciiDoc, RTF, MOBI/AZW) into structured agent skills — extracting named frameworks, principles, techniques, and anti-patterns into a master SKILL.md plus on-demand chapter files, a glossary, a patterns file, and a decision cheatsheet. Use when the user wants to study a document with an agent, apply an author's frameworks while working, turn internal docs or standards into a reusable knowledge base, or package a compiled book skill as a claude-skills plugin.
  150. codebase-to-wordpress-converter sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Expert skill for converting any codebase (React/HTML/Next.js) into a pixel-perfect, SEO-optimized, and dynamic WordPress theme.
  151. copywriting sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules.
  152. deterministic-design sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Measure rendered UI layout with reproducible spatial metrics and a separately assessed usability review; distinguish measurements from subjective judgments and user tests.
  153. distribute-skill-to-all-agents sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Distribute a skill across configured agent skill folders while respecting local symlink layouts.
  154. figma-automation sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.
  155. frontend-data-contracts sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    A portable, framework-agnostic discipline for type safety at the network edge of any React or React Native app.
  156. frontend-design-direction affaan-m/ECC · score 78/100 (grade C)
    Set an ECC-specific frontend design direction for production UI work. Use when building or improving websites, dashboards, applications, components, landing pages, visual tools, or any web UI that needs stronger product-specific design judgment.
  157. frontend-design-direction affaan-m/everything-claude-code · score 78/100 (grade C)
    Set an ECC-specific frontend design direction for production UI work. Use when building or improving websites, dashboards, applications, components, landing pages, visual tools, or any web UI that needs stronger product-specific design judgment.
  158. frontend-optimistic-mutations sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    A portable, framework-agnostic discipline for the write path of any React or React Native app using a query/cache layer.
  159. liteparse K-Dense-AI/claude-scientific-skills · score 78/100 (grade C)
    Local document and PDF parsing that returns spatial text with bounding boxes. Use for extracting text from PDFs, DOCX, Office files, and images; running OCR on scans; producing layout-preserved JSON for RAG; batch-ingesting folders of papers; or rendering pages to PNG for multimodal agents. Distinguishing capabilities are spatial text boxes, Markdown, page raster output, and local parsing with optional custom HTTP OCR.
  160. seo-competitor-pages sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Generate SEO-optimized competitor comparison and alternatives pages. Covers "X vs Y" layouts, "alternatives to X" pages, feature matrices, schema markup, and conversion optimization. Use when user says "comparison page", "vs page", "alternatives page", "competitor comparison", or "X vs Y".
  161. stitch-ui-design sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Expert guidance for crafting effective prompts in Google Stitch, the AI-powered UI design tool by Google Labs. This skill helps create precise, actionable prompts that generate high-quality UI designs for web and mobile applications.
  162. swiftui-ui-patterns sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Apply proven SwiftUI UI patterns for navigation, sheets, async state, and reusable screens.
  163. swiftui-view-refactor sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Refactor SwiftUI views into smaller components with stable, explicit data flow.
  164. ui-pattern sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Generate a composed UI pattern (card layout, list, form section, grid, etc.) using design system primitives
  165. ui-tokens sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    View, add, or modify design tokens in the StyleSeed design system
  166. xss-html-injection sickn33/antigravity-awesome-skills · score 78/100 (grade C)
    Execute comprehensive client-side injection vulnerability assessments on web applications to identify XSS and HTML injection flaws, demonstrate exploitation techniques for session hijacking and credential theft, and validate input sanitization and output encoding mechanisms.
  167. zarr-python K-Dense-AI/claude-scientific-skills · score 78/100 (grade C)
    Stores and queries chunked N-D scientific arrays with Zarr-Python 3, including codecs, sharding, S3/GCS storage, and NumPy/Dask/Xarray integration. Use for array layout, bounded I/O, format migration, or scientific metadata preservation.
  168. angular-developer affaan-m/ECC · score 77/100 (grade C)
    Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS), testing, or CLI tooling.
  169. angular-developer affaan-m/everything-claude-code · score 77/100 (grade C)
    Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS), testing, or CLI tooling.
  170. anti-slop-design sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Autonomous Principal Design Technologist. Cures vibe-coded software from AI frontend slop using curated token archetypes and 7-axis quality gating.
  171. asc-subscription-localization rudrankriyam/app-store-connect-cli-skills · score 77/100 (grade C)
    Bulk-localize subscription, subscription-group, and in-app purchase display names across App Store locales using asc, including API 4.4.1 version-scoped v2 resources. Use when filling or updating subscription/IAP names and descriptions without App Store Connect UI work.
  172. cs-ux-researcher alirezarezvani/claude-skills · score 77/100 (grade C)
    UX research agent for research planning, persona generation, journey mapping, and usability test analysis. Use when product decisions need user evidence — e.g., planning interview scripts and recruiting criteria for a discovery study, or synthesizing usability-test sessions into prioritized findings and updated personas.
  173. curlshot sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Capture web page screenshots, PDFs and scrolling videos, or render HTML/Markdown to images, with the hosted CurlShot API.
  174. design-thinking sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Direction and intent for frontend design. Use with design when defining purpose, tone, domain, color world, and review bar; includes cross-domain lens from cinema, architecture, marketing, UX, automotive, industrial design.
  175. figma-create-design-system-rules openai/skills · score 77/100 (grade C)
    Generates custom design system rules for the user's codebase. Use when user says "create design system rules", "generate rules for my project", "set up design rules", "customize design system guidelines", or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.
  176. frontend-mobile-security-xss-scan sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Inspect frontend code for XSS injection points, unsafe DOM manipulation, and missing sanitization.
  177. frontend-observability sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    A portable, framework-agnostic field-side observability pattern for React or React Native integrations.
  178. frontend-slides sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files.
  179. frontend-ui-engineering addyosmani/agent-skills · score 77/100 (grade C)
    Builds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating components, implementing layouts, meeting WCAG accessibility requirements, managing state, or when the output needs to look and feel production-quality rather than AI-generated.
  180. hugging-face-gradio sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Build Gradio web UIs and demos in Python. Use when creating or editing Gradio apps, components, event listeners, layouts, or chatbots.
  181. infographic-generator Affitor/affiliate-skills · score 77/100 (grade C)
    Generate branded infographic specifications from any content or data. Outputs structured layout, copy, data visualization, and color scheme — ready to render as HTML/CSS, Satori, Canva, or any design tool. Use this skill when the user wants an infographic, data visual, social media image, comparison chart, stat card, or says "create an infographic for [content]", "make a visual for my LinkedIn post", "design an image for [topic]", "stat graphic for [data]", "comparison infographic", "branded image", "social media graphic", "infographic for [blog post]", "data visualization", "visual content", "image for my post", "LinkedIn carousel image", "feature comparison chart", "pricing table image".
  182. mailtrap-testing-with-sandbox sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Capture outbound email in Mailtrap Email Sandbox for development, staging, CI, HTML inspection, spam checks, and fake inbox tests.
  183. makepad-2-0-animation sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Makepad 2.0 guidance for animation; use when building or debugging Makepad UI code.
  184. makepad-font sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    CRITICAL: Use for Makepad font and text rendering. Triggers on: makepad font, makepad text, makepad glyph, makepad typography, font atlas, text layout, font family, font size, text shaping, makepad 字体, makepad 文字, makepad 排版, makepad 字形
  185. notebooklm alirezarezvani/claude-skills · score 77/100 (grade C)
    Browser automation skill for controlling Google's NotebookLM. Use when the user wants anything done in NotebookLM (e.g., 'open NotebookLM', 'check my [name] notebook', 'ask my notebook about X', 'add [source] to NotebookLM', 'generate a Video Overview from my notebook', 'use NotebookLM Studio'). Handles reading and querying notebooks, adding sources (URLs, text, files, YouTube links, synthesized content), generating Studio outputs (Audio/Video Overviews, Mind Maps, Reports incl. Briefing Doc/Study Guide/FAQ, Flashcards, Quiz, slide decks, infographics — discover the exact set from the live Studio panel; the UI evolves fast), and creating new notebooks. Requires browser automation environment — fails gracefully when unavailable.
  186. performance-optimization addyosmani/agent-skills · score 77/100 (grade C)
    Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core Web Vitals or load times need improvement, when N+1 query patterns need fixing, or when profiling reveals bottlenecks.
  187. rdkit K-Dense-AI/claude-scientific-skills · score 77/100 (grade C)
    Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.
  188. react-flow-architect sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management.
  189. senior-frontend sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.
  190. ship-gate alirezarezvani/claude-skills · score 77/100 (grade C)
    Pre-production audit that scans a codebase for security, database, deployment, code quality, AI/LLM, dependency, frontend, and observability issues. Intercepts deploy commands and blocks until critical items pass. Stack-agnostic. Use for "run ship gate", "am I ready to ship", "pre-launch audit", "can I deploy", "push to production", "go live checklist", "preflight check". Not for CI/CD setup or infra provisioning.
  191. sound-effects elevenlabs/skills · score 77/100 (grade C)
    Generate sound effects from text descriptions using ElevenLabs. Use when creating sound effects, generating audio textures, producing ambient sounds, cinematic impacts, UI sounds, or any audio that isn't speech. Supports looping, duration control, and prompt influence tuning.
  192. ui-ux-pro-max sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Comprehensive design guide for web and mobile applications. Use when designing new UI components or pages, choosing color palettes and typography, or reviewing code for UX issues.
  193. understand Egonex-AI/Understand-Anything · score 77/100 (grade C)
    Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
  194. unit-test-vue-pinia github/awesome-copilot · score 77/100 (grade C)
    Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores; mocking Pinia with createTestingPinia; applying Vue Test Utils patterns; and enforcing black-box assertions over implementation details.
  195. ux-persuasion-engineer sickn33/antigravity-awesome-skills · score 77/100 (grade C)
    Audit decision friction and propose clear, accessible UX flows when layout, defaults, or sequencing obstruct informed action.
  196. webapp-testing github/awesome-copilot · score 77/100 (grade C)
    Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
  197. asc-app-create-ui rudrankriyam/app-store-connect-cli-skills · score 76/100 (grade C)
    Create a new App Store Connect app record via browser automation. Use when there is no public API for app creation and you need an agent to drive the New App form.
  198. atlassian-templates alirezarezvani/claude-skills · score 76/100 (grade C)
    Atlassian Template and Files Creator/Modifier expert for creating, modifying, and managing Jira and Confluence templates, blueprints, custom layouts, reusable components, and standardized content structures. Use when building org-wide templates, custom blueprints, page layouts, and automated content generation.
  199. avalonia-zafiro-development sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.
  200. baoyu-xhs-images JimLiu/baoyu-skills · score 76/100 (grade C)
    Generates infographic image card series with 12 visual styles, 8 layouts, and 3 color palettes. Breaks content into 1-10 cartoon-style image cards optimized for social media engagement. Use when user mentions "小红书图片", "小红书种草", "小绿书", "微信图文", "微信贴图", "image cards", "图片卡片", baoyu-xhs-images, or wants social media infographic series.
  201. baseline-ui sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Quickly deslop UI code by fixing spacing, hierarchy, typography, and small layout issues. Use when the interface needs a fast cleanup or polish pass.
  202. c4-component sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships.
  203. core-components sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
  204. development sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Comprehensive web, mobile, and backend development workflow bundling frontend, backend, full-stack, and mobile development skills for end-to-end application delivery.
  205. diagram-design cathrynlavery/diagram-design · score 76/100 (grade C)
    Create branded architecture, architecture delta, IT current-state, flowchart, sequence, state machine, ER/data model, timeline, swimlane, quadrant, radar/spider, polar chart (polar/radial lollipop), loop/flywheel, nested, tree, org chart, layer stack, exploded axonometric, axonometric plan, Venn, pyramid/funnel, treemap and marimekko, heatmap, bar and dumbbell, waterfall, line (slopegraph, ridgeline, streamgraph, bump), Gantt and scatter charts (bubble, beeswarm), high-level, process, medallion, data flow, DP integration, DP security matrix, Sankey, fishbone, Wardley map, kanban, user journey, service blueprint, deployment, dependency graph, UML class, story map, or database schema diagrams as HTML/SVG/PNG, with .drawio, Mermaid, and .excalidraw import, plus lifecycle phase maps, block decomposition trees, and onboarding guidance.
  206. engineering-skills alirezarezvani/claude-skills · score 76/100 (grade C)
    Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevOps, security, AI/ML, data engineering, Playwright, Stripe, AWS, MS365 (stdlib-only Python tools). Use when browsing or choosing among engineering-team role skills — load only the one specialist SKILL.md you need, never bulk-load the bundle.
  207. fixing-metadata sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives.
  208. framework-migration-legacy-modernize sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex
  209. frontend-design sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Design and implement a distinctive frontend within the product’s existing brand, accessibility, performance and framework constraints.
  210. frontend-security-coder sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.
  211. frontend-slides zarazhangrui/frontend-slides · score 76/100 (grade C)
    Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.
  212. gbp-local-seo-intent sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Google Business Profile register: element, primary and supporting keywords, search intent, landing page, post dates, review rating and reply status, visibility and status. Use for local SEO.
  213. hig-components-layout sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Apple Human Interface Guidelines for layout and navigation components.
  214. makepad-2-0-events sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Makepad 2.0 guidance for events; use when building or debugging Makepad UI code.
  215. pitch-deck anthropics/financial-services · score 76/100 (grade C)
    Populates investment banking pitch deck templates with data from source files. Use when: user provides a PowerPoint template to fill in, user has source data (Excel/CSV) to populate into slides, user mentions populating or filling a pitch deck template, or user needs to transfer data into existing slide layouts. Not for creating presentations from scratch.
  216. radix-ui-design-system sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.
  217. rayden-code sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Generate React code with Rayden UI components using correct props, tokens, and premium layout patterns
  218. react-component-performance Dimillian/Skills · score 76/100 (grade C)
    Analyze and optimize React component performance issues (slow renders, re-render thrash, laggy lists, expensive computations). Use when asked to profile or improve a React component, reduce re-renders, or speed up UI updates in React apps.
  219. react-component-performance sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Diagnose slow React components and suggest targeted performance fixes.
  220. react-flow-node-ts sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Create React Flow node components following established patterns with proper TypeScript types and store integration.
  221. react-ui-patterns sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
  222. saas-scaffolder alirezarezvani/claude-skills · score 76/100 (grade C)
    Generates complete, production-ready SaaS project boilerplate including authentication, database schemas, billing integration, API routes, and a working dashboard using Next.js 14+ App Router, TypeScript, Tailwind CSS, shadcn/ui, Drizzle ORM, and Stripe. Use when the user wants to create a new SaaS app, start a subscription-based web project, scaffold a Next.js application, or mentions terms like starter template, boilerplate, new project, or wiring up auth and payments.
  223. senior-frontend alirezarezvani/claude-skills · score 76/100 (grade C)
    Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.
  224. slack-automation sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit.
  225. trpc-fullstack sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Build end-to-end type-safe APIs with tRPC — routers, procedures, middleware, subscriptions, and Next.js/React integration patterns.
  226. vercel-ai-sdk-expert sickn33/antigravity-awesome-skills · score 76/100 (grade C)
    Expert in the Vercel AI SDK. Covers Core API (generateText, streamText), UI hooks (useChat, useCompletion), tool calling, and streaming UI components with React and Next.js.
  227. webapp-testing warpdotdev/oz-skills · score 76/100 (grade C)
    Test local web applications with Playwright. Use when asked to verify frontend functionality, debug UI behavior, capture browser screenshots, or inspect browser logs.
  228. accesslint-audit sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Find and fix WCAG 2.2 accessibility issues. Two modes — report (sweep a codebase or page, produce a prioritized written report, no edits) and fix (audit→edit→verify loop on a target). Prefers direct-CDP live-DOM auditing; falls back to a browser-MCP composition or HTML-string audits.
  229. android-native-dev MiniMax-AI/skills · score 75/100 (grade C)
    Android native application development and UI design guide. Covers Material Design 3, Kotlin/Compose development, project configuration, accessibility, and build troubleshooting. Read this before Android native application development.
  230. archify-tuning tt-a1i/archify · score 75/100 (grade C)
    Improve Archify diagram accuracy, visual quality and complete authoring speed with fewer repairs. Use for generation experiments or evaluating changes to layout, routing, diagnostics, authoring instructions and acceptance rules against actual diagrams and agent traces.
  231. avalonia-viewmodels-zafiro sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
  232. azure-cosmos-java sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.
  233. baoyu-format-markdown JimLiu/baoyu-skills · score 75/100 (grade C)
    Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user asks to "format markdown", "beautify article", "add formatting", or improve article layout. Outputs to {filename}-formatted.md.
  234. cc-skill-coding-standards sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
  235. cc-skill-frontend-patterns sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
  236. competitor-alternatives alirezarezvani/claude-skills · score 75/100 (grade C)
    When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'switch from competitor,' or 'comparison content.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables.
  237. design-it sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Routes frontend design tasks to 48 specific UI styles. Triggers for websites, app screens, or UI components requesting a specific aesthetic.
  238. design-md sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
  239. design-philosophy sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Visual philosophy and art-direction for frontend. Use when creating high-concept work, campaigns, or when the user asks for a visual philosophy, manifesto, or unmistakable art-like aesthetic.
  240. earnings-preview-single anthropics/financial-services · score 75/100 (grade C)
    Generate a concise 4-5 page equity research earnings preview for a single company. Analyzes the most recent earnings transcript, competitor landscape, valuation, and recent news to produce a professional HTML report.
  241. epic-design alirezarezvani/claude-skills · score 75/100 (grade C)
    Build immersive, cinematic 2.5D interactive websites using scroll storytelling, parallax depth, text animations, and premium scroll effects — no WebGL required. Use this skill for any web design task: landing pages, product sites, hero sections, scroll animations, parallax, sticky sections, section overlaps, floating products between sections, clip-path reveals, text that flies in from sides, words that light up on scroll, curtain drops, iris opens, card stacks, bleed typography, and any site that should feel cinematic or premium. Trigger on phrases like "make it feel alive", "Apple-style animation", "sections that overlap", "product rises between sections", "immersive", "scrollytelling", or any scroll-driven visual effect. Covers 45+ techniques across 8 categories. Always inspects, judges, and plans assets before coding. Use aggressively for ANY web design task.
  242. figma-implement-design openai/skills · score 75/100 (grade C)
    Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user mentions "implement design", "generate code", "implement component", provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.
  243. fp-react sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Includes version-specific React examples; verify framework/client boundaries.
  244. frontend-architecture sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    A portable, framework-agnostic architecture style for any React or React Native frontend. Organizes apps into feature modules with page/screen directories, a strict server-state vs UI-state split, barrel-only cross-module imports, co-located styles, and clear component-promotion rules.
  245. frontend-dev MiniMax-AI/skills · score 75/100 (grade C)
    Full-stack frontend development combining premium UI design, cinematic animations, AI-generated media assets, persuasive copywriting, and visual art. Builds complete, visually striking web pages with real media, advanced motion, and compelling copy. Use when: building landing pages, marketing sites, product pages, dashboards, generating media assets (image/video/audio/music), writing conversion copy, creating generative art, or implementing cinematic scroll animations.
  246. frontend-ui-dark-ts sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    A modern dark-themed React UI system using Tailwind CSS and Framer Motion. Designed for dashboards, admin panels, and data-rich applications with glassmorphism effects and tasteful animations.
  247. generate alirezarezvani/claude-skills · score 75/100 (grade C)
    Generate Playwright tests. Use when user says "write tests", "generate tests", "add tests for", "test this component", "e2e test", "create test for", "test this page", or "test this feature".
  248. hig-components-system sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts.
  249. html-injection-testing sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Identify and exploit HTML injection vulnerabilities that allow attackers to inject malicious HTML content into web applications. This vulnerability enables attackers to modify page appearance, create phishing pages, and steal user credentials through injected forms.
  250. java-coding-standards affaan-m/ECC · score 75/100 (grade C)
    Java coding standards for Spring Boot and Quarkus services: naming, immutability, Optional usage, streams, exceptions, generics, CDI, reactive patterns, and project layout. Automatically applies framework-specific conventions. Use when writing or reviewing Java in a Spring Boot or Quarkus service.
  251. java-coding-standards affaan-m/everything-claude-code · score 75/100 (grade C)
    Java coding standards for Spring Boot and Quarkus services: naming, immutability, Optional usage, streams, exceptions, generics, CDI, reactive patterns, and project layout. Automatically applies framework-specific conventions. Use when writing or reviewing Java in a Spring Boot or Quarkus service.
  252. landing-page-generator alirezarezvani/claude-skills · score 75/100 (grade C)
    Generates high-converting landing pages as complete Next.js/React (TSX) components with Tailwind CSS. Creates hero sections, feature grids, pricing tables, FAQ accordions, testimonial blocks, and CTA sections using proven copy frameworks (PAS, AIDA, BAB). Outputs SEO meta tags, structured data, and performance-optimised code targeting Core Web Vitals (LCP under 1s, CLS under 0.1). Use when the user asks to create a landing page, marketing page, homepage, single-page site, lead capture page, campaign page, promo page, or conversion-optimised web page — or when they want to A/B test landing page variants or replace a static page with one designed to convert.
  253. markstream-custom-components sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Override Markstream node renderers and add trusted custom tags across Vue, React, Svelte, and Angular using scoped or renderer-local mappings.
  254. page-cro alirezarezvani/claude-skills · score 75/100 (grade C)
    When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says "CRO," "conversion rate optimization," "this page isn't converting," "improve conversions," or "why isn't this page working." For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.
  255. pdf openai/skills · score 75/100 (grade C)
    Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction.
  256. playwright openai/skills · score 75/100 (grade C)
    Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.
  257. ppt-editing-skill MiniMax-AI/skills · score 75/100 (grade C)
    Edit existing PowerPoint files or templates with XML-safe workflows. Use for template-based deck updates: analyze layouts, map content to slides, duplicate/reorder/delete slides safely, edit slide XML in parallel, clean orphaned assets, and repack validated PPTX output.
  258. product-research alirezarezvani/claude-skills · score 75/100 (grade C)
    Use when planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal (generative interviews vs usability test vs concept test vs validation), computing method-based saturation/sample size with an explicit confidence level, or synthesizing coded observations into insights while flagging single-source anecdotes. Never fabricates user insight; an insight requires recurrence across independent participants. Distinct from product-team/ux-researcher-designer (persona/journey artifacts), product-discovery (discovery-sprint planning), and experiment-designer (live A/B) — this is the research-ops method + insight-repository layer.
  259. react-patterns sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
  260. reverse-browser-automation sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Automate browsers (Playwright) and Windows desktop applications (UI automation) for reverse-engineering evidence collection, UI-driven workflows, and network observation during analysis.
  261. spline-3d-integration sickn33/antigravity-awesome-skills · score 75/100 (grade C)
    Use when adding interactive 3D scenes from Spline.design to web projects, including React embedding and runtime control API.
  262. ux-researcher-designer alirezarezvani/claude-skills · score 75/100 (grade C)
    UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use when conducting user research, creating personas, mapping user journeys, planning usability tests, or validating designs.
  263. vision-analysis MiniMax-AI/skills · score 75/100 (grade C)
    Analyze, describe, and extract information from images using the MiniMax vision MCP tool. Use when: user shares an image file path or URL (any message containing .jpg, .jpeg, .png, .gif, .webp, .bmp, or .svg file extension) or uses any of these words/phrases near an image: "analyze", "analyse", "describe", "explain", "understand", "look at", "review", "extract text", "OCR", "what is in", "what's in", "read this image", "see this image", "tell me about", "explain this", "interpret this", in connection with an image, screenshot, diagram, chart, mockup, wireframe, or photo. Also triggers for: UI mockup review, wireframe analysis, design critique, data extraction from charts, object detection, person/animal/activity identification. Triggers: any message with an image file extension (jpg, jpeg, png, gif, webp, bmp, svg), or any request to analyze/describ/understand/review/extract text from an image, screenshot, diagram, chart, photo, mockup, or wireframe.
  264. a11y-audit alirezarezvani/claude-skills · score 74/100 (grade C)
    Accessibility audit skill for scanning, fixing, and verifying WCAG 2.2 Level A and AA compliance across React, Next.js, Vue, Angular, Svelte, and plain HTML codebases. Use when auditing accessibility, fixing a11y violations, checking color contrast, generating compliance reports, or integrating accessibility checks into CI/CD pipelines.
  265. angular-state-management sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.
  266. apple-hig-expert alirezarezvani/claude-skills · score 74/100 (grade C)
    Audits and designs iOS/macOS/watchOS/visionOS interfaces against the Apple Human Interface Guidelines, including the Liquid Glass design language (announced WWDC25, shipped with iOS 26/macOS Tahoe, Sept 2025). Use when reviewing an Apple-platform mockup or app for HIG compliance, checking contrast or tap-target sizes, or designing native-feeling Apple UI (e.g., 'audit my iOS app against the HIG', 'is this text readable on Liquid Glass?').
  267. application-performance-performance-optimization sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
  268. baoyu-comic JimLiu/baoyu-skills · score 74/100 (grade C)
    Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and batch-capable image generation. Use when user asks to create "知识漫画", "教育漫画", "biography comic", "tutorial comic", or "Logicomix-style comic".
  269. bio-read-qc-fastp-workflow GPTomics/bioSkills · score 74/100 (grade C)
    Runs all-in-one FASTQ preprocessing with fastp in a single pass - adapter trimming via paired-end overlap analysis, quality/length filtering, 2-color poly-G removal, base correction, optional dedup/UMI/merge, and HTML/JSON reports. Use when preprocessing bulk Illumina data and wanting one fast tool instead of separate Cutadapt, Trimmomatic, and FastQC steps. For precise small-RNA/amplicon adapters use adapter-trimming; for molecule-accurate UMI dedup use umi-processing.
  270. bio-single-cell-scatac-analysis GPTomics/bioSkills · score 74/100 (grade C)
    Analyze single-cell ATAC-seq with Signac/ArchR (R) and SnapATAC2 (Python alternative). Use when processing scATAC fragments, choosing a framework, calling consensus peaks, running TF-IDF/LSI while diagnosing the depth component, scoring chromVAR motif deviations against GC-matched backgrounds, detecting homotypic vs heterotypic doublets, or deciding whether to binarize the count matrix.
  271. brainstorming obra/superpowers · score 74/100 (grade C)
    You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
  272. building-native-ui sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
  273. chatgpt-apps openai/skills · score 74/100 (grade C)
    Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or CSP or domain settings, or produce a docs-aligned project scaffold. Prefer a docs-first workflow by invoking the openai-docs skill or OpenAI developer docs MCP tools before generating code.
  274. cloud-monitoring-chart-generation google/skills · score 74/100 (grade C)
    Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cloud from resolved PromQL or ListTimeSeries queries. Use when: - Generating valid google.monitoring.dashboard.v1.Widget textprotos, containing PrometheusQuery or TimeSeriesFilter datasets, for use with the Cloud Monitoring Dashboards API, gcloud CLI, or declarative dashboard definitions. - Synthesizing Server-Driven UI (SDUI) widget titles, axis labels, and plot types for Prometheus or ListTimeSeries queries. Don't use for: - Metric discovery or PromQL query generation. For those tasks, use the cloud-monitoring-metric-selection or cloud-monitoring-promql-query skills.
  275. contract-first affaan-m/ECC · score 74/100 (grade C)
    Coordinate frontend/backend or service-to-service work through one authoritative machine-checkable contract (OpenAPI, AsyncAPI, Protocol Buffers, or JSON Schema), with generated consumer types and contract-verified integration. Use when parallel consumer and provider work must evolve an API or event schema without field drift, mock/production shape mismatch, or one side silently redefining the interface.
  276. contract-first affaan-m/everything-claude-code · score 74/100 (grade C)
    Coordinate frontend/backend or service-to-service work through one authoritative machine-checkable contract (OpenAPI, AsyncAPI, Protocol Buffers, or JSON Schema), with generated consumer types and contract-verified integration. Use when parallel consumer and provider work must evolve an API or event schema without field drift, mock/production shape mismatch, or one side silently redefining the interface.
  277. design-consultation garrytan/gstack · score 74/100 (grade C)
    Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and generates font+color preview... (gstack)
  278. design-theme-guide sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Design-token register: colour, typography, spacing and radius tokens with light and dark values, contrast ratio and WCAG level. Use for design system documentation.
  279. expo-ui-swift-ui sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Build iOS-native Expo SDK 55 UI with SwiftUI views/modifiers, Host/RNHostView embedding and native rebuild prerequisites.
  280. figma-code-connect-components openai/skills · score 74/100 (grade C)
    Connects Figma design components to code components using Code Connect mapping tools. Use when user says "code connect", "connect this component to code", "map this component", "link component to code", "create code connect mapping", or wants to establish mappings between Figma designs and code implementations. For canvas writes via `use_figma`, use `figma-use`.
  281. flutter-dev MiniMax-AI/skills · score 74/100 (grade C)
    Flutter cross-platform development guide covering widget patterns, Riverpod/Bloc state management, GoRouter navigation, performance optimization, and platform-specific implementations. Includes const optimization, responsive layouts, testing strategies, and DevTools profiling. Use when: building Flutter apps, implementing state management (Riverpod/Bloc), setting up GoRouter navigation, creating custom widgets, optimizing performance, writing widget tests, cross-platform development.
  282. frontend-dev-guidelines sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    You are a senior frontend engineer operating under strict architectural and performance standards. Use when creating components or pages, adding new features, or fetching or mutating data.
  283. frontend-developer sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture.
  284. hig-components-content sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Apple Human Interface Guidelines for content display components.
  285. hig-components-controls sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Choose and review Apple selection and input controls: toggles, segmented controls, sliders, pickers, steppers, text fields, labels and keyboard behavior.
  286. hig-components-dialogs sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views.
  287. hig-components-search sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Apple HIG guidance for navigation-related components including search fields, page controls, and path controls.
  288. hig-components-status sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings.
  289. impeccable pbakaus/impeccable · score 74/100 (grade C)
    Use when the user wants to design, redesign, shape, critique, audit, polish, simplify, harden, animate, or otherwise improve a frontend interface: websites, landing pages, dashboards, product UI, components, forms, settings, onboarding, empty states, and native iOS or Android screens. Handles UX review, hierarchy, layout, typography, color, motion, UX copy, accessibility, responsive behavior, edge cases, and capturing or documenting design systems (DESIGN.md, tokens). Also for making bland UI bolder, loud UI quieter, or ambitious visual effects. Not for backend-only or non-UI tasks.
  290. makepad-2-0-widgets sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Makepad 2.0 guidance for widgets; use when building or debugging Makepad UI code.
  291. migrate-to-rust google/skills · score 74/100 (grade C)
    Clones, analyzes, plans, and migrates legacy codebases (C++, Fortran, Java, Python, C, Shell) from a GitHub URL or local directory to a modern, high-performance, deterministic, 100% Safe Rust architecture, tracking live telemetry across every task bucket, test failure/fix cycle, and Profile-Guided Optimization (PGO) stage, and producing a first-person AI storytelling report and interactive HTML infographic. Use when migrating a GitHub repository or local codebase to Rust, porting legacy C++, Fortran, Python, or Java workloads to memory-safe Rust, designing Struct-of-Arrays (SoA) or SIMD Rust architectures, or optimizing Rust ports with LLVM PGO. Don't use for unrelated non-Rust refactoring or single-line syntax questions.
  292. mobile-design sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Design and review iOS, Android, React Native or Flutter interfaces for touch, accessibility, navigation, offline behavior and measured performance. Use for mobile app UI work; not a mobile compliance certification.
  293. mobile-developer sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization.
  294. oo-component-documentation github/awesome-copilot · score 74/100 (grade C)
    Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.
  295. pdf-conversion-router sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Use when converting a PDF into another format such as Markdown, HTML, text, JSON, DOCX, or structured notes and the agent must choose the best extraction route, settings, and cleanup strategy for maximum fidelity and readability.
  296. pi-agent K-Dense-AI/claude-scientific-skills · score 74/100 (grade C)
    Builds with and operates Pi, the minimal terminal coding harness. Use for installing Pi, configuring providers/models/settings/environment variables, creating Pi skills/extensions/packages/themes/prompt templates, embedding Pi through the SDK, integrating over RPC or JSON event streams, parsing sessions, running local models through the llama.cpp router, developing custom Pi providers and TUI components, or using ecosystem packages such as pi-subagents (delegation/orchestration), pi-mcp-adapter (MCP servers), pi-interview (interactive forms), and pi-web-access (web search, fetching, video understanding).
  297. pinecone-rag github/awesome-copilot · score 74/100 (grade C)
    Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic search, build a retrieval-augmented generation system, store agent memory across sessions, implement hybrid search, or connect an LLM to a searchable knowledge base — even if they don't say "Pinecone" explicitly. Also use when the user asks about vector databases for RAG, namespace isolation for multi-tenant agents, embedding pipelines, or scaling a knowledge base beyond what local storage can handle. DO NOT use for local-only vector stores (Chroma, FAISS, pgvector) or pure keyword search with no semantic component.
  298. plugin-structure Galaxy-Dawn/claude-scholar · score 74/100 (grade C)
    This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
  299. power-platform-architect github/awesome-copilot · score 74/100 (grade C)
    Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js diagrams.
  300. product-skills alirezarezvani/claude-skills · score 74/100 (grade C)
    Use when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive teardown, analytics, experiments, discovery, roadmaps, spec-to-repo, landing pages, SaaS scaffolding) or the 4 standalone product-team plugins (user stories, Apple HIG, code-to-PRD, research summarizer). Triggers on 'help me prioritize', 'plan a product experiment', 'we ship features nobody uses', 'run the discovery loop', 'is our OST sound'. Forks context to route to one sub-skill via a deterministic signal router and returns a digest; can also drive a continuous-discovery loop (Torres cadence tracker + OST linter as machine gates) or a full goal→plan→execute→verify→close run through the repo-wide agent-harness. Distinct from project-management (how to deliver vs what to build), marketing/landing (from-scratch pages), and engineering/agent-harness (the generic loop engine this orchestrator plugs into).
  301. react-nextjs-development sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns.
  302. swiftui-ui-patterns Dimillian/Skills · score 74/100 (grade C)
    Best practices and example-driven guidance for building SwiftUI views and components, including navigation hierarchies, custom view modifiers, and responsive layouts with stacks and grids. Use when creating or refactoring SwiftUI UI, designing tab architecture with TabView, composing screens with VStack/HStack, managing @State or @Binding, building declarative iOS interfaces, or needing component-specific patterns and examples.
  303. threejs-audio-generator majidmanzarpour/threejs-game-skills · score 74/100 (grade C)
    Generate, convert, clean, and integrate audio for Three.js browser games with ElevenLabs: sound effects, looping ambience, music tracks and loops (menu, gameplay, boss, victory/defeat stingers), UI sounds, impact/weapon/vehicle audio, creature and boss stingers, announcer and dialogue TTS, voice conversion from a scratch performance, voice cleanup, audio manifests, and Web Audio integration.
  304. ui-from-screenshot sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Turn a screenshot or mockup into matching UI with the project's own components, then compare the result side by side with the image and fix the differences.
  305. ui-lint sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Quick automated lint — detects common design system violations in seconds
  306. ui-screenshots github/awesome-copilot · score 74/100 (grade C)
    Capture screenshots of web apps during development using Playwright and PIL. Supports full-page captures, interactive states, and an iterate-on-crop workflow that avoids slow re-screenshots.
  307. ui-skills sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Opinionated, evolving constraints to guide agents when building interfaces
  308. ui-to-vue affaan-m/ECC · score 74/100 (grade C)
    Use when the user has UI screenshots or design exports that need batch conversion into Vue 3 components, especially with Vant, Element Plus, or Ant Design Vue.
  309. ui-to-vue affaan-m/everything-claude-code · score 74/100 (grade C)
    Use when the user has UI screenshots or design exports that need batch conversion into Vue 3 components, especially with Vant, Element Plus, or Ant Design Vue.
  310. ui-visual-validator sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification.
  311. uxui-principles sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Evaluate interfaces against 168 research-backed UX/UI principles, detect antipatterns, and inject UX context into AI coding sessions.
  312. webapp-testing Galaxy-Dawn/claude-scholar · score 74/100 (grade C)
    Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
  313. wiki-qa sickn33/antigravity-awesome-skills · score 74/100 (grade C)
    Answer repository questions grounded entirely in source code evidence. Use when user asks a question about the codebase, user wants to understand a specific file, function, or component, or user asks \"how does X work\" or \"where is Y defined\".
  314. angular-migration sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration.
  315. angular-ui-patterns sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
  316. api-and-interface-design addyosmani/agent-skills · score 73/100 (grade C)
    Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.
  317. artifacts-builder ComposioHQ/awesome-claude-skills · score 73/100 (grade C)
    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.
  318. baoyu-post-to-wechat JimLiu/baoyu-skills · score 73/100 (grade C)
    Posts content to WeChat Official Account (微信公众号) via API or Chrome CDP. Supports article posting (文章) with HTML, markdown, or plain text input, and image-text posting (贴图, formerly 图文) with multiple images. Markdown article workflows default to converting ordinary external links into bottom citations for WeChat-friendly output. Use when user mentions "发布公众号", "post to wechat", "微信公众号", or "贴图/图文/文章".
  319. bio-pathway-reactome GPTomics/bioSkills · score 73/100 (grade C)
    Tests a gene list or ranked gene vector for over-representation or coordinated shifts in Reactome's curated, peer-reviewed, reaction-level pathways using ReactomePA's enrichPathway (ORA) and gsePathway (GSEA), reading the local reactome.db so a run is reproducible given the Bioconductor release. Covers why Reactome's atomic unit is the REACTION and pathways are nested containers so a parent and child enrich on the same genes and double-count one signal, why only human is curated and every other species is orthology-inferred, why enrichPathway has NO keyType argument and returns nothing unless genes are ENTREZ (bitr first), and why viewPathway draws a LOCAL reaction network from a pathway NAME. Use when reaction-level granularity, peer-reviewed curation, or an offline-reproducible database is wanted; for comparative multi-sample or multi-omics analysis use ReactomeGSA. The DE list comes from differential-expression; plots from enrichment-visualization.
  320. code-to-prd alirezarezvani/claude-skills · score 73/100 (grade C)
    Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to produce business-readable documentation detailed enough for engineers or AI agents to fully reconstruct every page and endpoint. Works with frontend frameworks (React, Vue, Angular, Svelte, Next.js, Nuxt), backend frameworks (NestJS, Django, Express, FastAPI), and fullstack applications. Use when users mention: generate PRD, reverse-engineer requirements, code to documentation, extract product specs from code, document page logic, analyze page fields and interactions, create a functional inventory, write requirements from an existing codebase, document API endpoints, or analyze backend routes.
  321. context7-auto-research sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Automatically fetch latest library/framework documentation for Claude Code via Context7 API. Use when you need up-to-date documentation for libraries and frameworks or asking about React, Next.js, Prisma, or any other popular library.
  322. copywriting alirezarezvani/claude-skills · score 73/100 (grade C)
    When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says \"write copy for,\" \"improve this copy,\" \"rewrite this page,\" \"marketing copy,\" \"headline help,\" or \"CTA copy.\" For email copy, see email-sequence. For popup copy, see popup-cro.
  323. cs-cto-advisor alirezarezvani/claude-skills · score 73/100 (grade C)
    Technical leadership advisor for CTOs covering technology strategy, team scaling, architecture decisions, and engineering excellence. Use when a CTO or technical founder needs company-level technology judgment — e.g., deciding build-vs-buy for a core platform component, or planning how to scale the engineering org from 5 to 30 engineers without losing delivery velocity.
  324. dependency-auditor alirezarezvani/claude-skills · score 73/100 (grade C)
    Audit and manage dependencies across multi-language projects. Identifies vulnerabilities, license conflicts, transitive dependency risks, and safe-upgrade paths. Use when auditing third-party packages before release, investigating a CVE, planning a major version bump, or running a license-compliance review. Examples: 'audit our npm dependencies', 'do we have GPL contamination', 'plan the upgrade to React 19'.
  325. design nextlevelbuilder/ui-ux-pro-max-skill · score 73/100 (grade C)
    Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini, Atlas Cloud, or MuAPI AI), corporate identity program (50 deliverables, CIP mockups), HTML presentations (Chart.js), banner design (22 styles, social/ads/web/print), icon design (15 styles, SVG, Gemini 3.1 Pro), social photos (HTML→screenshot, multi-platform). Actions: design logo, create CIP, generate mockups, build slides, design banner, generate icon, create social photos, social media images, brand identity, design system. Platforms: Facebook, Twitter, LinkedIn, YouTube, Instagram, Pinterest, TikTok, Threads, Google Ads.
  326. experimental-design K-Dense-AI/claude-scientific-skills · score 73/100 (grade C)
    Designs experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. Use whenever someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification, controls, factorial or fractional-factorial designs, design of experiments (DOE), screening many factors, response-surface optimization, crossover or repeated-measures or split-plot designs, cluster/group randomization, Latin squares, plate layouts, batch/run-order effects, replication vs. pseudoreplication, or sequential/adaptive/group-sequential designs. Trigger even for informal phrasings like "how should I set up this experiment", "how do I avoid confounding", "what's the best way to test these 6 factors", or "assign these mice to conditions". For computing the sample size or power once the design is chosen, use statistical-power; for analyzing data already collected, use statistical-analysis.
  327. expo-ui-jetpack-compose sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Build Android-native Expo SDK 55 UI with Jetpack Compose views/modifiers, Host sizing and platform-specific integration.
  328. fp-ts-react sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Includes version-specific React patterns requiring project verification.
  329. imagegen openai/skills · score 73/100 (grade C)
    Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG/vector/code-native assets, extending an established icon or logo system, or building the visual directly in HTML/CSS/canvas.
  330. latchshot-page-capture github/awesome-copilot · score 73/100 (grade C)
    Use this skill when a user needs a screenshot, website thumbnail, full-page capture, or PDF of a public HTTP(S) webpage saved as a local artifact through Latchshot, including report, QA, archive, and social-preview workflows. Do not use it for private or authenticated pages, raw HTML, scraping or extraction, arbitrary browser actions, CAPTCHA or anti-bot bypass, or local-file capture.
  331. macos-golden-gate-design github/awesome-copilot · score 73/100 (grade C)
    Design, implement, review, or refactor native macOS 27 Golden Gate interfaces in SwiftUI or AppKit. Use when a Mac app must match Apple''s current macOS 27 UI kit and restrained Liquid Glass language: integrated windows, full-height sidebars, native toolbars, flat lists, tables, and forms, clear pane boundaries, accessible materials, and removal of unnecessary nested cards, framed panels, or glassmorphism. Also use for Figma macOS 27 design-to-code work and audits of interfaces that feel too boxed.
  332. makepad-2-0-dsl sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Makepad 2.0 guidance for dsl; use when building or debugging Makepad UI code.
  333. playwright-interactive openai/skills · score 73/100 (grade C)
    Persistent browser and Electron interaction through `js_repl` for fast iterative UI debugging.
  334. react-best-practices sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Comprehensive performance optimization guide for React and Next.js applications, adapted from Vercel’s published guidance. Use when writing new React components or Next.js pages, implementing data fetching (client or server-side), or reviewing code for performance issues.
  335. redesign-existing-projects sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Use when upgrading existing websites or apps by auditing generic UI patterns and applying premium design fixes without rewrites.
  336. sendblue-api sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Send and receive iMessage, SMS, and RCS from application code via the Sendblue HTTP API — text, media, group messages, send styles, reactions, typing indicators, status callbacks, and inbound webhooks.
  337. senior-fullstack alirezarezvani/claude-skills · score 73/100 (grade C)
    Fullstack development toolkit with project scaffolding for Next.js, FastAPI, MERN, and Django stacks, code quality analysis with security and complexity scoring, and stack selection guidance. Use when the user asks to "scaffold a new project", "create a Next.js app", "set up FastAPI with React", "analyze code quality", "audit my codebase", "what stack should I use", "generate project boilerplate", or mentions fullstack development, project setup, or tech stack comparison.
  338. seo-aeo-landing-page-writer sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Writes or improves conversion-focused landing pages for products, services, and offers with practical SEO and AEO structure.
  339. shopify-apps sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Expert patterns for Shopify app development including Remix/React
  340. ui-skills-root sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Use before UI-related work to select the smallest useful UI Skills context through the ui-skills CLI.
  341. unity-ecs-patterns sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Production patterns for Unity's Data-Oriented Technology Stack (DOTS) including Entity Component System, Job System, and Burst Compiler.
  342. use-dom sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.
  343. web-artifacts-builder anthropics/skills · score 73/100 (grade C)
    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.
  344. web-project-brainstorming sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Masterclass framework for brainstorming web development projects and page designs. Outlines structural phases for concept, UX flow, styling aesthetics, technical architecture, and SEO.
  345. webapp-testing ComposioHQ/awesome-claude-skills · score 73/100 (grade C)
    Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
  346. webapp-testing anthropics/skills · score 73/100 (grade C)
    Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
  347. wiki-vitepress sickn33/antigravity-awesome-skills · score 73/100 (grade C)
    Transform generated wiki Markdown files into a polished VitePress static site with dark theme and interactive Mermaid diagrams. Use when user asks to \"build a site\" or \"package as VitePress\", user runs the /deep-wiki, or user wants a browsable HTML output from generated wiki pages.
  348. winmd-api-search github/awesome-copilot · score 73/100 (grade C)
    Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values).
  349. winui-app openai/skills · score 73/100 (grade C)
    Bootstrap, develop, and design modern WinUI 3 desktop applications with C# and the Windows App SDK using official Microsoft guidance, WinUI Gallery patterns, Windows App SDK samples, and CommunityToolkit components. Use when creating a brand new app, preparing a machine for WinUI, reviewing, refactoring, planning, troubleshooting, environment-checking, or setting up WinUI 3 XAML, controls, navigation, windowing, theming, accessibility, responsiveness, performance, deployment, or related Windows app design and development work.
  350. algorithmic-art sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms).
  351. android_ui_verification sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Automated end-to-end UI testing and verification on an Android Emulator using ADB.
  352. arize-link github/awesome-copilot · score 72/100 (grade C)
    Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable URLs for sharing Arize resources with team members. Use when the user wants to link to or open a trace, span, session, dataset, evaluator, or annotation config in the Arize UI.
  353. avalonia-layout-zafiro sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
  354. baoyu-markdown-to-html JimLiu/baoyu-skills · score 72/100 (grade C)
    Converts Markdown to styled HTML with WeChat-compatible themes. Supports code highlighting, math, Mermaid (rendered to PNG via headless Chrome), PlantUML, footnotes, alerts, infographics, and optional bottom citations for external links. Use when user asks for "markdown to html", "convert md to html", "md 转 html", "微信外链转底部引用", or needs styled HTML output from markdown.
  355. batch-script-progress github/awesome-copilot · score 72/100 (grade C)
    Design and verify runtime output when creating or modifying Python, PowerShell, or Node.js scripts that process multiple files, records, or API requests. Use for batch scripts, bulk operations, silent long-running loops, progress reporting, per-item failures, final counts, stdout separation, or exit-status consistency. Not for UI progress bars, monitoring infrastructure, or progress updates in the AI conversation.
  356. bevy-ecs-expert sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.
  357. bio-workflows-methylation-pipeline GPTomics/bioSkills · score 72/100 (grade C)
    Orchestrates the end-to-end bisulfite/EM-seq methylation pipeline from FASTQ to differentially methylated regions, chaining Trim Galore/fastp QC, Bismark alignment + deduplication, methylation calling, methylKit coverage-filtering/normalization, and selection-aware DMR detection (dmrseq/DSS). Use when gating the run on bisulfite conversion (lambda + pUC19 controls) BEFORE any beta value, committing the genome build + library directionality once, keeping mate-overlap deduplicated (--no_overlap), M-bias-trimming from the plot, filtering coverage before testing, choosing a count model (beta-binomial/DSS) over a bare-beta t-test, or using a region-selection-aware FDR (dmrseq/DSS) rather than raw methylKit tiles. Hands mechanism to the methylation-analysis component skills; not a re-teach of any single step.
  358. browser-qa affaan-m/ECC · score 72/100 (grade C)
    Run automated post-deploy UI verification with a browser automation MCP (claude-in-chrome, Playwright, or Puppeteer): console-error and Core Web Vitals smoke checks, form and auth-flow interaction tests, screenshot visual regression across three breakpoints, and axe-core accessibility audits ending in a SHIP / DO-NOT-SHIP verdict. Use when testing a deployed feature on staging or preview, before shipping frontend changes, reviewing a frontend PR, or checking responsive layout and accessibility.
  359. browser-qa affaan-m/everything-claude-code · score 72/100 (grade C)
    Run automated post-deploy UI verification with a browser automation MCP (claude-in-chrome, Playwright, or Puppeteer): console-error and Core Web Vitals smoke checks, form and auth-flow interaction tests, screenshot visual regression across three breakpoints, and axe-core accessibility audits ending in a SHIP / DO-NOT-SHIP verdict. Use when testing a deployed feature on staging or preview, before shipping frontend changes, reviewing a frontend PR, or checking responsive layout and accessibility.
  360. browser-tools badlogic/pi-skills · score 72/100 (grade C)
    Interactive browser automation via Chrome DevTools Protocol. Use when you need to interact with web pages, test frontends, or when user interaction with a visible browser is required.
  361. design-html garrytan/gstack · score 72/100 (grade C)
    Design finalization: generates production-quality Pretext-native HTML/CSS. (gstack)
  362. design-system alirezarezvani/claude-skills · score 72/100 (grade C)
    Captures the user's brand identity once via a 10-question onboarding wizard (primary/accent HEX + heading + body Google Fonts + design style editorial/technical/minimal/playful + default output directory + syntax theme + TOC behavior + optional logo/company), validates body-text and link contrast against WCAG 2.2 AA, derives 12 CSS custom properties in HSL space, and stores the result for every markdown-html converter to consume. Use before any markdown-html conversion. Triggers on first-run onboarding ("set up the brand", "configure markdown-html", "run onboarding"), on explicit reset ("reset the design system", "re-onboard"), and is checked by every converter via config_loader.py before rendering. Refuses to save if body-text contrast fails AA 4.5:1 or the output dir isn't writable. Precedence is project (./.markdown-html/), then global (~/.config/markdown-html/), then built-in defaults; MARKDOWN_HTML_NO_CONFIG=1 bypasses.
  363. discord-reader himself65/finance-skills · score 72/100 (grade C)
    Read Discord for financial research through opencli connected to the Discord desktop app: servers, channels, members, recent messages in the active channel, and message search. Use this skill whenever the user wants to check their Discord, list servers or channels, read or search messages in trading, crypto, or market communities, or gauge what a Discord community is saying about a ticker or coin. Read-only: it cannot send, react to, edit, or delete messages.
  364. foundry-agentic-loop github/awesome-copilot · score 72/100 (grade C)
    Build agentic solutions on Microsoft Foundry, GitHub and Azure: hosted agents, toolbox tools and skills, Foundry IQ grounding and a React/FastAPI app. Three modes: rapid prototyping in an existing Foundry project; spec-driven development (SDD), where the foundry-agentic-loop-workflow runs Specify, Implement, Verify and Deploy to create the Foundry project and deploy with azd, or one phase runs alone; and Improve, which refines this skill and the workflow from past runs. Use for Agentic Loop requests and canvas actions, or end-to-end agent solutions from architecture to Azure deployment. Not for isolated Azure administration or unrelated UI edits.
  365. frontend-slides affaan-m/ECC · score 72/100 (grade C)
    Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.
  366. frontend-slides affaan-m/everything-claude-code · score 72/100 (grade C)
    Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.
  367. html-to-image-automation ComposioHQ/awesome-claude-skills · score 72/100 (grade C)
    Automate Html To Image tasks via Rube MCP (Composio). Always search tools first for current schemas.
  368. human-gate alirezarezvani/claude-skills · score 72/100 (grade C)
    Runs the human-verification lane of an agent loop, and proves review happened before work is called done. Builds a single-file HTML review page, collects batched feedback as a structured artifact instead of chat prose, and runs a gate that refuses to close while a BLOCKER is open, the reviewer is unnamed, or nobody has reviewed at all. Use when a plan, spec, RFC, report, landing page, migration, or any irreversible action needs human sign-off before shipping, or on requests such as 'get sign-off', 'have someone check this', 'hold until reviewed', 'needs approval first'. NOT for making AI text sound human (use content-humanizer or behuman). NOT for reviewing code diffs (use md-review or code-reviewer).
  369. iconsax-library sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Extensive icon library and AI-driven icon generation skill for premium UI/UX design.
  370. magic-animator sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    AI-powered animation tool for creating motion in logos, UI, icons, and social media assets.
  371. makepad-layout sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    CRITICAL: Use for Makepad layout system. Triggers on: makepad layout, makepad width, makepad height, makepad flex, makepad padding, makepad margin, makepad flow, makepad align, Fit, Fill, Size, Walk, "how to center in makepad", makepad 布局, makepad 宽度, makepad 对齐, makepad 居中
  372. owasp-audit briiirussell/cybersecurity-skills · score 72/100 (grade C)
    Audit application source code against the OWASP Top 10 (2021) vulnerability categories — broken access control, cryptographic failures, injection, insecure design, security misconfiguration, vulnerable components, authentication failures, data integrity, logging failures, SSRF. Use when the user mentions 'OWASP,' 'OWASP Top 10,' 'security audit,' 'security review,' 'secure code review,' 'code security review,' 'vulnerability audit,' 'find vulnerabilities,' 'appsec review,' 'application security audit,' 'check for security issues,' 'broken access control,' 'IDOR,' 'SQL injection,' 'XSS,' 'SSRF,' or wants to check their codebase for common security weaknesses.
  373. quarkus-application-development github/awesome-copilot · score 72/100 (grade C)
    Write Quarkus application code: REST with Quarkus REST, validation, exception mappers, OpenAPI, configuration, CDI (ArC), Hibernate ORM with Panache, Mutiny and virtual threads, Reactive Messaging with Kafka, OIDC security, health, metrics, OpenTelemetry, fault tolerance, REST Client, scheduler and cache. Use when implementing or changing features in an existing Quarkus project.
  374. react-container-presentation-component github/awesome-copilot · score 72/100 (grade C)
    Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then scaffold files that follow this repository's TypeScript, Storybook, and SCSS conventions. Use when the user explicitly asks for a Container/Presentation-based component or runs /react-container-presentation-component.
  375. react-native-patterns affaan-m/ECC · score 72/100 (grade C)
    React Native and Expo app patterns — Expo Router navigation, state separation (server/client/route/form), TanStack Query data fetching with Zod, performant lists, NativeWind/StyleSheet styling, native APIs, and secure storage. Use when building or editing React Native / Expo screens, components, navigation, or data layers.
  376. react-native-patterns affaan-m/everything-claude-code · score 72/100 (grade C)
    React Native and Expo app patterns — Expo Router navigation, state separation (server/client/route/form), TanStack Query data fetching with Zod, performant lists, NativeWind/StyleSheet styling, native APIs, and secure storage. Use when building or editing React Native / Expo screens, components, navigation, or data layers.
  377. react-patterns affaan-m/ECC · score 72/100 (grade C)
    React 18/19 patterns including hooks discipline, server/client component boundaries, Suspense + error boundaries, form actions, data fetching, state management decision trees, and accessibility-first composition. Use when writing or reviewing React components.
  378. react-patterns affaan-m/everything-claude-code · score 72/100 (grade C)
    React 18/19 patterns including hooks discipline, server/client component boundaries, Suspense + error boundaries, form actions, data fetching, state management decision trees, and accessibility-first composition. Use when writing or reviewing React components.
  379. react-state-management sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
  380. scala-pro sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.
  381. ui-demo affaan-m/ECC · score 72/100 (grade C)
    Record polished UI demo videos using Playwright. Use when the user asks to create a demo, walkthrough, screen recording, or tutorial video of a web application. Produces WebM videos with visible cursor, natural pacing, and professional feel.
  382. ui-demo affaan-m/everything-claude-code · score 72/100 (grade C)
    Record polished UI demo videos using Playwright. Use when the user asks to create a demo, walkthrough, screen recording, or tutorial video of a web application. Produces WebM videos with visible cursor, natural pacing, and professional feel.
  383. vercel-react-view-transitions sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Guide React and Next.js view transitions, shared element animations, route transitions, transition types, and reduced-motion-safe UI state animation.
  384. zod-validation-expert sickn33/antigravity-awesome-skills · score 72/100 (grade C)
    Expert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form, Next.js, and tRPC.
  385. 3d-web-experience sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Use when building or debugging web 3D scenes, product configurators or portfolios with Three.js, React Three Fiber or Spline; review assets, loading, controls, fallbacks and performance.
  386. acreadiness-assess github/awesome-copilot · score 71/100 (grade C)
    Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc readiness` and hands off rendering to the @ai-readiness-reporter custom agent. Supports policies (--policy) for org-specific scoring. Use when asked to assess, audit, or score the AI readiness of a repo.
  387. angular sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.
  388. animate emilkowalski/skills · score 71/100 (grade C)
    Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what purpose, which tool, which properties, which curve and duration, how it interrupts, how it exits. Writes the implementation. Use when asked to animate something, add motion, make a component feel alive, or build a transition. For critiquing existing motion use review-animations; for auditing a whole codebase use improve-animations.
  389. bio-workflows-cnv-pipeline GPTomics/bioSkills · score 71/100 (grade C)
    Orchestrates the copy-number pipeline from BAM to segmented, integer-called, annotated CNVs, forking on germline-vs-somatic - CNVkit (somatic exome/panel: coverage -> assay-matched reference/PoN -> fix -> segment -> purity/ploidy-aware call), GATK gCNV (germline rare-CNV cohort), and allele-specific callers (ASCAT/FACETS/PURPLE) for purity/ploidy. Use when committing the build + target/access BED + PoN once (assay-matched), building the reference from normals BEFORE segmenting, fitting purity/ploidy BEFORE integer calls in tumors, centering on the true (non-diploid) mode before GISTIC2 recurrence, or routing cfDNA to ichorCNA. Hands mechanism to the copy-number component skills; not a re-teach of any single step.
  390. bio-workflows-liquid-biopsy-pipeline GPTomics/bioSkills · score 71/100 (grade C)
    Orchestrates the cell-free DNA / liquid-biopsy pipeline from plasma sequencing to tumor monitoring, forking tumor-naive (screening) vs tumor-informed (MRD), and chaining pre-analytic QC, UMI/duplex error-suppression (fgbio), fragment QC, ichorCNA tumor fraction (sWGS) or VarDict low-VAF calling (panel), CHIP subtraction against matched WBC, optional fragmentomics/methylation, and longitudinal tracking. Use when treating pre-analytics as the irreversible sensitivity ceiling (tube/time-to-plasma/hemolysis), running error-suppression BEFORE calling (single-strand consensus does not remove deamination; only duplex does), reporting a VAF only with input genome-equivalents (TF ~ 2x VAF only for clonal-het-diploid), subtracting CHIP before reporting somatic, or keeping tube/panel/pipeline identical across a longitudinal MRD series. Hands mechanism to the liquid-biopsy component skills; not a re-teach of any single step.
  391. bio-workflows-rnaseq-to-de GPTomics/bioSkills · score 71/100 (grade C)
    Orchestrates the end-to-end bulk RNA-seq differential-expression pipeline from FASTQ to an annotated DE gene table, chaining fastp QC/trim, Salmon (decoy-aware) or STAR+featureCounts quantification, tximport gene-level collapse, DESeq2/edgeR/limma-voom testing, apeglm shrinkage, and VST-based visualization. Use when committing the reference release and gene-ID namespace once for the whole run, sequencing steps in the defensible order (tximport before DE, raw counts into the model, VST only for viz/clustering), choosing alignment-free vs align-then-count and the DE engine, setting strandedness correctly, keeping batch in the design instead of correcting-then-testing, or handing the signed ranking statistic to downstream enrichment. Hands mechanism to the component skills; not a re-teach of any single step.
  392. bio-workflows-splicing-pipeline GPTomics/bioSkills · score 71/100 (grade C)
    Orchestrates the end-to-end bulk short-read alternative-splicing pipeline from FASTQ to differential splicing, chaining fastp QC, cohort-consistent STAR 2-pass alignment (one shared junction DB), junction QC, event-level differential splicing (rMATS-turbo + leafcutter, optional MAJIQ V3), parallel isoform-level DTU (Salmon -> tximport dtuScaledTPM -> DRIMSeq/DEXSeq -> stageR), and sashimi visualization. Use when committing the annotation GTF and a shared 2-pass junction database for the whole cohort, keeping the analysis at splice-aware resolution (never collapsing to gene), choosing event-level vs isoform-level DTU and reconciling them, applying the stageR two-stage gene->transcript FDR, or off-ramping to splice-variant / outlier / long-read / single-cell splicing. Hands mechanism to the alternative-splicing component skills; not a re-teach of any single step.
  393. click-path-audit affaan-m/ECC · score 71/100 (grade C)
    Trace every user-facing button/touchpoint through its full state change sequence to find bugs where functions individually work but cancel each other out, produce wrong final state, or leave the UI in an inconsistent state. Use when: systematic debugging found no bugs but users report broken buttons, or after any major refactor touching shared state stores.
  394. click-path-audit affaan-m/everything-claude-code · score 71/100 (grade C)
    Trace every user-facing button/touchpoint through its full state change sequence to find bugs where functions individually work but cancel each other out, produce wrong final state, or leave the UI in an inconsistent state. Use when: systematic debugging found no bugs but users report broken buttons, or after any major refactor touching shared state stores.
  395. email-template-builder alirezarezvani/claude-skills · score 71/100 (grade C)
    Build complete transactional email systems: React Email templates, provider integration (Resend, Postmark, SendGrid, AWS SES), preview server, i18n support, dark mode, spam optimization, analytics tracking. Use when adding transactional email to a new product, migrating between email providers, refactoring legacy email templates for accessibility, or adding internationalization to existing templates.
  396. frontend-api-integration-patterns sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Production-ready patterns for integrating frontend applications with backend APIs, including race condition handling, request cancellation, retry strategies, error normalization, and UI state management.
  397. fsi-strip-profile anthropics/financial-services · score 71/100 (grade C)
    Creates professional investment banking strip profiles (company profiles) for pitch books, deal materials, and client presentations. Generates 1-4 information-dense slides with quadrant layouts, charts, and tables.
  398. hig-components-menus sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Design Apple-platform menus, buttons, toolbars and disclosure controls using the appropriate platform conventions, command hierarchy and accessible interactions.
  399. hig-patterns sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Apple Human Interface Guidelines interaction and UX patterns.
  400. ink google-labs-code/design.md · score 71/100 (grade C)
    Ink terminal renderer for json-render that turns JSON specs into interactive terminal UIs. Use when working with @json-render/ink, building terminal UIs from JSON, creating terminal component catalogs, or rendering AI-generated specs in the terminal.
  401. landing alirezarezvani/claude-skills · score 71/100 (grade C)
    Generates a premium single-page HTML landing page with 3D CSS animations, GSAP scroll effects, and mouse-parallax depth. Forcing intake (product + elevator pitch, audience register, brand overrides, tone) locks down positioning before any copy or markup is written, so the page reflects the actual product rather than generic boilerplate. Use whenever the user says 'landing for X', 'create a landing page', 'build a landing page', 'make a landing page for X', 'I need a web page for Y', or provides product/service details and wants a polished website. Also triggers on 'promotional page', 'product page', 'one-pager', 'web presence', 'sales page'. Outputs a single self-contained HTML file (Claude Code) or HTML artifact (Claude.ai). Supports configurable brand colors via CSS custom property overrides.
  402. makepad-skills sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.
  403. minimalist-ui sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Use when creating clean editorial interfaces with warm monochrome palettes, crisp borders, restrained motion, and flat bento layouts.
  404. nerdzao-elite-gemini-high sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
  405. nextjs-best-practices sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Next.js App Router principles. Server Components, data fetching, routing patterns.
  406. penpot-uiux-design github/awesome-copilot · score 71/100 (grade C)
    Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design systems with components and tokens, (3) Designing dashboards, forms, navigation, or landing pages, (4) Applying accessibility standards and best practices, (5) Following platform guidelines (iOS, Android, Material Design), (6) Reviewing or improving existing Penpot designs for usability. Triggers: "design a UI", "create interface", "build layout", "design dashboard", "create form", "design landing page", "make it accessible", "design system", "component library".
  407. pptx ComposioHQ/awesome-claude-skills · score 71/100 (grade C)
    Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
  408. product-design sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Design de produto nivel Apple — sistemas visuais, UX flows, acessibilidade, linguagem visual proprietaria, design tokens, prototipagem e handoff. Cobre Figma, design systems, tipografia, cor, espacamento, motion design e principios de design cognitivo.
  409. product-inventor sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Product Inventor e Design Alchemist de nivel maximo — combina Product Thinking, Design Systems, UI Engineering, Psicologia Cognitiva, Storytelling e execucao impecavel nivel Jobs/Apple.
  410. prototype emilkowalski/skills · score 71/100 (grade C)
    Build multiple genuinely different versions of a UI piece you describe, rendered behind a visual picker so you can flip through them live and promote the one that feels right. Only runs when explicitly invoked; it does not trigger on its own.
  411. react-native-skills sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Review React Native and Expo rendering, lists, animations, navigation and native UI against project versions and measured behavior.
  412. react-testing affaan-m/ECC · score 71/100 (grade C)
    React component testing with React Testing Library, Vitest/Jest, MSW for network mocking, accessibility assertions with axe, and the decision boundary between component tests and Playwright/Cypress end-to-end runs. Use when writing or fixing tests for React components, hooks, or pages.
  413. react-testing affaan-m/everything-claude-code · score 71/100 (grade C)
    React component testing with React Testing Library, Vitest/Jest, MSW for network mocking, accessibility assertions with axe, and the decision boundary between component tests and Playwright/Cypress end-to-end runs. Use when writing or fixing tests for React components, hooks, or pages.
  414. remotion-best-practices sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Best practices for Remotion - Video creation in React
  415. security-review github/awesome-copilot · score 71/100 (grade C)
    AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching tools miss. Use this skill when asked to scan code for security vulnerabilities, find bugs, check for SQL injection, XSS, command injection, exposed API keys, hardcoded secrets, insecure dependencies, access control issues, or any request like "is my code secure?", "review for security issues", "audit this codebase", or "check for vulnerabilities". Covers injection flaws, authentication and access control bugs, secrets exposure, weak cryptography, insecure dependencies, and business logic issues across JavaScript, TypeScript, Python, Java, PHP, Go, Ruby, and Rust.
  416. senior-qa alirezarezvani/claude-skills · score 71/100 (grade C)
    Generates unit tests, integration tests, and E2E tests for React/Next.js applications. Scans components to create Jest + React Testing Library test stubs, analyzes Istanbul/LCOV coverage reports to surface gaps, scaffolds Playwright test files from Next.js routes, mocks API calls with MSW, creates test fixtures, and configures test runners. Use when the user asks to "generate tests", "write unit tests", "analyze test coverage", "scaffold E2E tests", "set up Playwright", "configure Jest", "implement testing patterns", or "improve test quality".
  417. tailwind-patterns sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.
  418. threejs-game-director majidmanzarpour/threejs-game-skills · score 71/100 (grade C)
    Entrypoint for building, upgrading, and finishing Three.js browser games. Routes work across the sibling threejs-* skills for gameplay, graphics, UI, 3D/image/audio asset generation, debugging, and release. Use for any request to build, upgrade, polish, or ship a Three.js game as a whole, at any scope from a small arcade prototype to a premium release.
  419. ui-ux-designer sickn33/antigravity-awesome-skills · score 71/100 (grade C)
    Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.
  420. v-development github/awesome-copilot · score 71/100 (grade C)
    Guide GitHub Copilot through V language development: installing the toolchain, project layout with v.mod, building, testing, formatting, and writing idiomatic V including Option/Result error handling. Use when the user works with V source files, v.mod projects, or asks about V syntax, tooling, and conventions.
  421. web-design-reviewer Galaxy-Dawn/claude-scholar · score 71/100 (grade C)
    This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.
  422. windows-desktop-e2e affaan-m/ECC · score 71/100 (grade C)
    E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation. Use when writing E2E tests for a Windows native desktop app with pywinauto or UI Automation.
  423. windows-desktop-e2e affaan-m/everything-claude-code · score 71/100 (grade C)
    E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation. Use when writing E2E tests for a Windows native desktop app with pywinauto or UI Automation.
  424. ads coreyhaines31/marketingskills · score 70/100 (grade C)
    When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' 'should I run ads,' 'ABM,' 'account-based marketing,' 'B2B ads,' 'lead quality,' 'negative keywords,' 'Performance Max,' 'thought leader ads,' 'when should I kill an ad,' 'search terms report,' 'wasted spend,' or 'is this campaign working.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see cro. For outbound to target accounts, see cold-email. For pixels, CAPI, and tracking audits, see conversion-tracking. End every recommendation with facts, hypotheses, and missing data, and label unavailable inputs MISSING instead of estimating them.
  425. agent-supply-chain github/awesome-copilot · score 70/100 (grade C)
    Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent plugins or tool packages - Verifying that installed plugins match their published manifests - Detecting tampered, modified, or untracked files in agent tool directories - Auditing dependency pinning and version policies for agent components - Building provenance chains for agent plugin promotion (dev → staging → production) - Any request like "verify plugin integrity", "generate manifest", "check supply chain", or "sign this plugin"
  426. architecture-design Galaxy-Dawn/claude-scholar · score 70/100 (grade C)
    Use only when creating new registrable ML components that require Factory or Registry patterns.
  427. baoyu-diagram JimLiu/baoyu-skills · score 70/100 (grade C)
    Create professional, dark-themed SVG diagrams of any type — architecture diagrams, flowcharts, sequence diagrams, structural diagrams, mind maps, timelines, illustrative/conceptual diagrams, and more. Use this skill whenever the user asks for any kind of technical or conceptual diagram, visualization of a system, process flow, data flow, component relationship, network topology, decision tree, org chart, state machine, or any visual representation of structure/logic/process. Also trigger when the user says "画个图" "画一个架构图" "diagram" "flowchart" "sequence diagram" "draw me a ..." or uploads content and asks to visualize it. Output is always a standalone .svg file.
  428. bio-reporting-rmarkdown-reports GPTomics/bioSkills · score 70/100 (grade C)
    Creates reproducible R Markdown analysis reports (HTML, PDF, Word) with knitr, covering the render pipeline, the interactive-vs-knit session trap, cache invalidation, bookdown cross-references, parameterization, and environment pinning. Use when generating an R-based analysis report, debugging a report that knits differently than it runs interactively, or fixing caching or cross-references.
  429. bio-workflows-fastq-to-variants GPTomics/bioSkills · score 70/100 (grade C)
    Orchestrates the end-to-end germline short-variant pipeline from FASTQ to a filtered, normalized, benchmarked VCF, chaining QC/trim, BWA-MEM2 alignment, duplicate marking, optional BQSR, calling (bcftools/GATK HaplotypeCaller/DeepVariant/DRAGEN), normalization, site+genotype filtering, annotation, and hap.py/vcfeval benchmarking. Use when deciding the pipeline-wide reference-genome commitment (GRCh38 analysis set vs T2T, ALT/decoy handling), sequencing the steps in the defensible order (normalize BEFORE annotate, filter site- then genotype-level), choosing the calling engine and single-sample vs cohort joint-calling, picking a filtering strategy by cohort size, or benchmarking stratified within GIAB confident regions. Hands off mechanism to the variant-calling and read-alignment component skills; not a re-teach of any single step.
  430. bio-workflows-gwas-pipeline GPTomics/bioSkills · score 70/100 (grade C)
    Orchestrates the GWAS pipeline from genotypes to association results, chaining PLINK2 QC (variant-then-sample missingness, controls-only HWE, KING relatedness), panel harmonization + joint phasing/imputation to dosages, long-range-LD-excluded PCA, and an engine chosen by sample structure (PLINK2-GLM / regenie / SAIGE / BOLT-LMM), with LDSC-intercept diagnostics. Use when committing the genome build + ancestry-matched imputation panel once (ancestry match > panel size), running the strand/allele harmonization gate (drop intermediate-frequency palindromes), imputing cases+controls TOGETHER on dosages, excluding long-range-LD regions before PCA, choosing an LMM when relatedness/structure is present (PCs cannot remove a covariance), or separating polygenicity from confounding via the LDSC intercept. Hands mechanism to the population-genetics and phasing-imputation component skills; not a re-teach of any single step.
  431. bio-workflows-scrnaseq-pipeline GPTomics/bioSkills · score 70/100 (grade C)
    Orchestrates the end-to-end single-cell RNA-seq pipeline from 10x Cell Ranger output to annotated cell types, chaining ambient-RNA removal, doublet detection, MAD-adaptive QC, normalization, integration, clustering, marker annotation, and (separately) pseudobulk DE + differential abundance. Use when honoring the made-once counting commitments (reference build/Ensembl vintage, --include-introns, cell-calling, feature namespace), ordering correct-then-detect-then-normalize (ambient before doublet before normalize), running per-sample QC before merge, integrating-then-clustering (never testing on integrated values), aggregating to pseudobulk for condition DE instead of cells-as-replicates, or pairing DE with differential abundance. Hands mechanism to the single-cell component skills; not a re-teach of any single step.
  432. coding-standards affaan-m/ECC · score 70/100 (grade C)
    Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns. Use when reviewing code quality or naming with no framework-specific skill that applies.
  433. coding-standards affaan-m/everything-claude-code · score 70/100 (grade C)
    Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns. Use when reviewing code quality or naming with no framework-specific skill that applies.
  434. competitive-teardown alirezarezvani/claude-skills · score 70/100 (grade C)
    Analyzes competitor products and companies by synthesizing data from pricing pages, app store reviews, job postings, SEO signals, and social media into structured competitive intelligence. Produces feature comparison matrices scored across 12 dimensions, SWOT analyses, positioning maps, UX audits, pricing model breakdowns, action item roadmaps, and stakeholder presentation templates. Use when conducting competitor analysis, comparing products against competitors, researching the competitive landscape, building battle cards for sales, preparing for a product strategy or roadmap session, responding to a competitor's new feature or pricing change, or performing a quarterly competitive review.
  435. convex sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.
  436. design-taste-frontend sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Use when building high-agency frontend interfaces with strict design taste, calibrated color, responsive layout, and motion rules.
  437. figma-generate-library openai/skills · score 70/100 (grade C)
    Build or update a professional-grade design system in Figma from a codebase. Use when the user wants to create variables/tokens, build component libraries, set up theming (light/dark modes), document foundations, or reconcile gaps between code and Figma. This skill teaches WHAT to build and in WHAT ORDER — it complements the `figma-use` skill which teaches HOW to call the Plugin API. Both skills should be loaded together.
  438. find-animation-opportunities emilkowalski/skills · score 70/100 (grade C)
    Search a codebase or UI for places that don't animate but should, and reject everything that shouldn't. Read-only; it proposes motion with exact values, it does not implement it. Use when the user asks "what could be animated here?" or wants to "make this feel more alive". For fixing existing animations, use improve-animations or review-animations instead.
  439. foundry-hosted-agent-copilotkit github/awesome-copilot · score 70/100 (grade C)
    Build and evolve agentic web apps that pair a CopilotKit React frontend with a Microsoft Agent Framework agent running as a Microsoft Foundry hosted agent, connected over the AG-UI protocol. Covers choosing the wiring, using Foundry-native primitives instead of hand-rolled plumbing, agent tools, human-in-the-loop approvals, generative UI and shared state, local run and azd deploy, debugging the event stream, and safe upgrades.
  440. frontend-design anthropics/skills · score 70/100 (grade C)
    Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.
  441. frontend-mobile-development-component-scaffold sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Scaffold React and React Native components with TypeScript, accessibility, tests, styles, and documentation.
  442. industrial-brutalist-ui sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Use when creating raw industrial or tactical telemetry UIs with rigid grids, stark typography, CRT effects, and high-density data.
  443. java-development github/awesome-copilot · score 70/100 (grade C)
    Day-to-day plain Java development without a framework: Maven and Gradle usage and wrappers, project layout, dependency and vulnerability management, modern Java idioms by JDK version (records, sealed types, pattern matching, virtual threads), SLF4J logging, error and null handling, immutability, concurrency basics, static analysis and formatting (Spotless, Error Prone, -Xlint), packaging (jar, jlink, jpackage) and GitHub Actions CI. Use when writing, building, reviewing or maintaining ordinary Java code.
  444. magic-ui-generator sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Utilizes Magic by 21st.dev to generate, compare, and integrate multiple production-ready UI component variations.
  445. markdown-to-html github/awesome-copilot · score 70/100 (grade C)
    Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems like `jekyll/jekyll`, `gohugoio/hugo`, or similar web templating systems that utilize markdown documents, converting them to html. Use when asked to "convert markdown to html", "transform md to html", "render markdown", "generate html from markdown", or when working with .md files and/or web a templating system that converts markdown to HTML output. Supports CLI and Node.js workflows with GFM, CommonMark, and standard Markdown flavors.
  446. nerdzao-elite sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Software engineering and product design workflow and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
  447. plan-canvas affaan-m/ECC · score 70/100 (grade C)
    Open plans and HTML artifacts in a local browser canvas where the human annotates elements, chats, and approves or requests changes without leaving the page. Use when presenting a plan for review, or when feedback like "move this, change that" is easier pointed at than typed.
  448. plan-canvas affaan-m/everything-claude-code · score 70/100 (grade C)
    Open plans and HTML artifacts in a local browser canvas where the human annotates elements, chats, and approves or requests changes without leaving the page. Use when presenting a plan for review, or when feedback like "move this, change that" is easier pointed at than typed.
  449. power-bi-report-design-consultation github/awesome-copilot · score 70/100 (grade C)
    Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.
  450. react-modernization sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.
  451. react-native-architecture sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Architecture and integration patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.
  452. react-native-dev MiniMax-AI/skills · score 70/100 (grade C)
    React Native and Expo development guide covering components, styling, animations, navigation, state management, forms, networking, performance optimization, testing, native capabilities, and engineering (project structure, deployment, SDK upgrades, CI/CD). Use when: building React Native or Expo apps, implementing animations or native UI, managing state, fetching data, writing tests, optimizing performance, deploying to App Store/Play Store, setting up CI/CD, upgrading Expo SDK, or configuring Tailwind/NativeWind.
  453. stitch-design-taste sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Use when generating Google Stitch DESIGN.md systems for premium typography, color, layout, motion intent, and anti-generic UI rules.
  454. swiftui-performance-audit Dimillian/Skills · score 70/100 (grade C)
    Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout thrash in SwiftUI apps, and to provide guidance for user-run Instruments profiling when code review alone is insufficient.
  455. threat-modeling-expert sickn33/antigravity-awesome-skills · score 70/100 (grade C)
    Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use PROACTIVELY for security architecture reviews, threat identification, or building secure-by-design systems.
  456. ui-design-system alirezarezvani/claude-skills · score 70/100 (grade C)
    UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer handoff tools. Use when creating design systems, generating design tokens, maintaining visual consistency, or facilitating design-dev collaboration and developer handoff.
  457. web-design-reviewer github/awesome-copilot · score 70/100 (grade C)
    This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.
  458. wrap-up alirezarezvani/claude-skills · score 70/100 (grade C)
    Close out a launched Claude Managed Agent — recap every primitive the founder now owns, regenerate the single-file overview page, and suggest the next 1-2 upgrades. Use when the user says "wrap up", "close this out", "what do I own now", "give me the summary", "recap the agent", or when the orchestrator routes phase=wrap-up. primitives_inventory.py tables everything owned (agent, environment, session, memory, outcome, deployment); overview_page.py regenerates a self-contained ./my-agent/agent-overview.html; upgrade_suggester.py ranks the next moves from recorded deferrals plus standing hardening steps. Companion to run-without-you; the last stop before phase=done.
  459. xlsx anthropics/skills · score 70/100 (grade C)
    Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
  460. animate-expo emilkowalski/skills · score 69/100 (grade C)
    Build animations in React Native and Expo, making the decisions in the order that determines whether they feel right — should it animate, which thread it runs on, which properties, spring or timing, how the gesture hands off, how it degrades. Writes the implementation with Reanimated, Gesture Handler, Expo Router and expo-haptics. Use when animating anything in an Expo app, adding gestures, sheets, screen transitions, press feedback or haptics, or fixing motion that stutters on device. For web animation use `animate`.
  461. bids K-Dense-AI/claude-scientific-skills · score 69/100 (grade C)
    Organizes, queries, validates, and converts Brain Imaging Data Structure (BIDS) datasets. Supports organizing neuroscience and biomedical data (MRI, EEG, MEG, iEEG, PET, microscopy, NIRS, motion capture, EMG, MR spectroscopy, behavioral), querying BIDS layouts, validating compliance, converting DICOM to BIDS, writing metadata sidecars, or creating BIDS derivatives.
  462. bio-data-visualization-matplotlib-fundamentals GPTomics/bioSkills · score 69/100 (grade C)
    Build publication-quality figures with matplotlib using the object-oriented Figure/Axes API, constrained_layout, rcParams customization, TrueType (Type-42) font embedding for journal submission, and CVD-safe palettes. Covers seaborn integration, common chart types, axis formatting, and the small gotchas that distinguish reproducible matplotlib from notebook scratch. Use when producing publication figures in Python — RNA-seq scatter, single-cell embeddings, generic biological plotting.
  463. bio-pathway-go-enrichment GPTomics/bioSkills · score 69/100 (grade C)
    Runs Gene Ontology over-representation analysis (ORA) on a gene LIST with clusterProfiler enrichGO, the one-sided hypergeometric/Fisher 2x2 test phyper(k-1, M, N-M, n, lower.tail=FALSE). Covers why the BACKGROUND universe (not the gene list) is the null and decides significance, why omitting universe= is a bug, why enrichGO defaults to ont='MF' not 'BP', why pvalueCutoff filters p.adjust not raw p, why ORA discards effect magnitude and inherits GO-DAG true-path redundancy (simplify, topGO), why RNA-seq gene-length bias inflates long-gene terms (GOseq Wallenius), plus GeneRatio/BgRatio, bitr ID mapping, minGSSize/maxGSSize, groupGO. Use when a pre-selected gene list (DE hits, co-expression module, screen, GWAS-mapped) needs GO annotation. For a ranked no-cutoff analysis see gsea; for other databases see kegg-pathways, reactome-pathways, wikipathways; DE source is differential-expression/de-results; plots in enrichment-visualization.
  464. bio-reporting-jupyter-reports GPTomics/bioSkills · score 69/100 (grade C)
    Runs parameterized Jupyter notebooks as reproducible batch report generators with papermill, renders them to HTML/PDF with nbconvert, aggregates results across samples, and makes notebook outputs trustworthy. Use when generating per-sample analysis reports, executing a notebook template across many datasets, or fixing notebooks that do not reproduce.
  465. bio-workflows-atacseq-pipeline GPTomics/bioSkills · score 69/100 (grade C)
    Orchestrates the end-to-end bulk ATAC-seq pipeline from FASTQ to differential accessibility and TF footprints, chaining Nextera-aware fastp QC, Bowtie2 alignment, chrM removal, dedup, a single Tn5 +4/-5 shift, MACS3 peak calling, Corces fixed-width consensus, DiffBind/csaw differential accessibility, and TOBIAS footprinting. Use when committing the reference build + blacklist once, recognizing ATAC has NO input control (the shift-extend model IS the background), applying the Tn5 shift exactly once (never combining -f BAMPE with --shift/--extsize), removing chrM before calling, building a fixed-width consensus so per-sample counts are comparable, or choosing MACS3 vs Genrich vs HMMRATAC. Hands mechanism to the atac-seq component skills; not a re-teach of any single step.
  466. bio-workflows-spatial-pipeline GPTomics/bioSkills · score 69/100 (grade C)
    Orchestrates the end-to-end spatial transcriptomics pipeline from Space Ranger / vendor output to spatial domains and statistics, branching FIRST on platform class (imaging in-situ Xenium/MERFISH/CosMx vs sequencing/capture Visium/Visium HD/Slide-seq). Use when deciding segmentation-vs-deconvolution and the QC floors from the platform class, committing the coordinate/image-registration frame and panel identity, deconvolving multi-cell spots against an annotated scRNA reference (never relabeling spot clusters as cell types), building the spatial neighbor graph on PHYSICAL not expression space, gating spatially-variable genes on FDR, or using a real domain method (BANKSY/BayesSpace/STAGATE) rather than clustering the spatial graph alone. Hands off deconvolution and cell-cell communication to the component skills; not a re-teach of any single step.
  467. break-ui emilkowalski/skills · score 69/100 (grade C)
    Try to break a piece of UI by feeding it worst-case data — long names, unbreakable emails, one-letter names, missing fields, huge counts, zero items, long labels, non-Latin text, emoji, extreme numbers — then render it behind a "Demo data / Worst case" toggle and report everything that broke, with the fix for each. Use when the user asks to stress-test, break, or find edge cases in a component or screen, or to "try the worst case". For visual design critique use emil-design-eng; for motion use review-animations.
  468. browser-skill Tencent/BrowserSkill · score 69/100 (grade C)
    Automate the user's logged-in Chromium browser: read pages, fill forms, scrape data, operate tabs, test a UI, or debug a website. Requires the bsk CLI and browser extension.
  469. confluence-expert alirezarezvani/claude-skills · score 69/100 (grade C)
    Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures space permissions and hierarchies, creates page templates with macros, sets up documentation taxonomies, designs page layouts, and manages content governance. Use when users need to build or restructure a Confluence space, design page hierarchies with permission structures, author or standardise documentation templates, embed Jira reports in pages, run knowledge base audits, or establish documentation standards and collaborative workflows.
  470. daily-prep github/awesome-copilot · score 69/100 (grade C)
    Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.
  471. earnings-recap himself65/finance-skills · score 69/100 (grade C)
    Analyze a company's most recent (or a specified past) earnings report from Yahoo Finance data (yfinance): actual vs estimated EPS, surprise size, revenue and margin trends, and the stock's price reaction. Use this skill whenever the user asks how earnings went — beat or miss, earnings surprise, quarterly results, the post-earnings move, or an earnings call recap — including casual references to a past report such as "AMZN reported last night" or "how did they do". For an upcoming report, use earnings-preview.
  472. figma heygen-com/hyperframes · score 69/100 (grade C)
    Bring Figma into a HyperFrames video - rendered assets, brand tokens, components, storyboard frames as reconstructed motion (frames read as states, not slides), shaders and connector-assisted motion. Use when the person pastes a figma.com link or asks to use a Figma design, frame, logo or brand.
  473. figma-generate-design openai/skills · score 69/100 (grade C)
    Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write to Figma', 'create in Figma from code', 'push page to Figma', 'take this app/page and build it in Figma', 'create a screen', 'build a landing page in Figma', 'update the Figma screen to match code'. This is the preferred workflow skill whenever the user wants to build or update a full page, screen, or view in Figma from code or a description. Discovers design system components, variables, and styles via search_design_system, imports them, and assembles screens incrementally section-by-section using design system tokens instead of hardcoded values.
  474. figma-use openai/skills · score 69/100 (grade C)
    **MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill first. Skipping it causes common, hard-to-debug failures. Trigger whenever the user wants to perform a write action or a unique read action that requires JavaScript execution in the Figma file context — e.g. create/edit/delete nodes, set up variables or tokens, build components and variants, modify auto-layout or fills, bind variables to properties, or inspect file structure programmatically.
  475. frontend-a11y affaan-m/ECC · score 69/100 (grade C)
    Accessibility patterns for React and Next.js — semantic HTML, ARIA attributes, form labeling, keyboard navigation, focus management, and screen reader support. Use when building or reviewing forms, modals, dropdowns, tooltips, or tabs, fixing a11y lint or code-review findings, or wiring up keyboard navigation and focus management.
  476. frontend-a11y affaan-m/everything-claude-code · score 69/100 (grade C)
    Accessibility patterns for React and Next.js — semantic HTML, ARIA attributes, form labeling, keyboard navigation, focus management, and screen reader support. Use when building or reviewing forms, modals, dropdowns, tooltips, or tabs, fixing a11y lint or code-review findings, or wiring up keyboard navigation and focus management.
  477. frontend-design bytedance/deer-flow · score 69/100 (grade C)
    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.
  478. gke-workload-scaling-troubleshooting google/skills · score 69/100 (grade C)
    Diagnoses GKE HorizontalPodAutoscaler (HPA) failures — metrics showing as <unknown>, FailedGetResourceMetric / FailedGetScale / FailedComputeMetricsReplicas events, missing Pod resource requests, custom/external metrics-pipeline breakage (FailedGetExternalMetric / FailedGetCustomMetric, unavailable metrics adapter, control-plane firewall blocking the adapter), HPA that won't scale up or down (tolerance / stabilization window / unavailable rate metrics), scale-to/from-zero problems, and slow HPA reaction on large clusters. Use when an HPA isn't scaling a workload as expected or reports metric errors. Don't use for configuring or authoring new HPA/VPA objects or scaling best practices (see the gke-workload-scaling skill), or for Cluster Autoscaler / node-pool sizing.
  479. healthcare-emr-patterns affaan-m/ECC · score 69/100 (grade C)
    EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry. Use when building EMR or EHR features such as encounter workflows, prescription generation, or clinical data entry UI.
  480. healthcare-emr-patterns affaan-m/everything-claude-code · score 69/100 (grade C)
    EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry. Use when building EMR or EHR features such as encounter workflows, prescription generation, or clinical data entry UI.
  481. legacy-circuit-mockups github/awesome-copilot · score 69/100 (grade C)
    Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electronic component placements, draw breadboard diagrams, mockup 6502 builds, generate retro computer schematics, or design vintage electronics projects. Supports 555 timers, W65C02S microprocessors, 28C256 EEPROMs, W65C22 VIA chips, 7400-series logic gates, LEDs, resistors, capacitors, switches, buttons, crystals, and wires.
  482. md-document alirezarezvani/claude-skills · score 69/100 (grade C)
    Converts long-form markdown (specs, RFCs, reports, plans, explainers) into a single-file, lightly-interactive HTML document with sticky TOC, scrollspy, search filter, code-copy buttons, and design-system-driven brand tokens. Triggers when the markdown-html-orchestrator classifies an input as DOCUMENT, or when invoked directly via /cs-md-document. Reads the design-system config via config_loader.py and inlines the user's 12 derived CSS custom properties; refuses to render if onboarding hasn't run. Single-file output — Google Fonts + Prism.js CDN are the only externals; no framework runtime, no build step. Use after orchestrator routing or after design-system onboarding is confirmed.
  483. nextjs-app-router-patterns sickn33/antigravity-awesome-skills · score 69/100 (grade C)
    Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.
  484. paywall-optimization Eronred/aso-skills · score 69/100 (grade C)
    When the user wants to design, test, or optimize their app's paywall — layout, copy, pricing display, trial offers, plan structure, hard vs soft paywall, paywall placement, or paywall A/B tests. Use when the user mentions "paywall", "paywall design", "paywall conversion", "trial-to-paid", "soft paywall", "hard paywall", "paywall A/B test", "paywall copy", "plan picker", "annual vs monthly display", "best paywall", "RevenueCat paywall", "Superwall", "Adapty", or "my paywall isn't converting". For overall pricing strategy and monetization model choice, see monetization-strategy. For trial nurture, dunning, and churn, see subscription-lifecycle. For where in the onboarding the paywall fires, see onboarding-optimization.
  485. sankhya-dashboard-html-jsp-custom-best-pratices sickn33/antigravity-awesome-skills · score 69/100 (grade C)
    This skill should be used when the user asks for patterns, best practices, creation, or fixing of Sankhya dashboards using HTML, JSP, Java, and SQL.
  486. senior-architect alirezarezvani/claude-skills · score 69/100 (grade C)
    This skill should be used when the user asks to "design system architecture", "evaluate microservices vs monolith", "create architecture diagrams", "analyze dependencies", "choose a database", "plan for scalability", "make technical decisions", or "review system design". Use for architecture decision records (ADRs), tech stack evaluation, system design reviews, dependency analysis, and generating architecture diagrams in Mermaid, PlantUML, or ASCII format.
  487. swiftui-patterns affaan-m/ECC · score 69/100 (grade C)
    SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices. Use when building or reviewing SwiftUI views, @Observable state, navigation, or render performance.
  488. swiftui-patterns affaan-m/everything-claude-code · score 69/100 (grade C)
    SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices. Use when building or reviewing SwiftUI views, @Observable state, navigation, or render performance.
  489. tailwind-design-system sickn33/antigravity-awesome-skills · score 69/100 (grade C)
    Build production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility.
  490. tanstack-query-expert sickn33/antigravity-awesome-skills · score 69/100 (grade C)
    Expert in TanStack Query (React Query) — asynchronous state management. Covers data fetching, stale time configuration, mutations, optimistic updates, and Next.js App Router (SSR) integration.
  491. uikit-expert ivan-magda/uikit-expert-skill · score 69/100 (grade C)
    Write, review, or improve UIKit code following best practices for view controller lifecycle, Auto Layout, collection views, navigation, animation, memory management, and modern iOS 18–26 APIs. Use when building new UIKit features, refactoring existing views or view controllers, reviewing code quality, adopting modern UIKit patterns (diffable data sources, compositional layout, cell configuration), or bridging UIKit with SwiftUI. Does not cover SwiftUI-only code.
  492. understand-diff Egonex-AI/Understand-Anything · score 69/100 (grade C)
    Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
  493. vue-patterns affaan-m/ECC · score 69/100 (grade C)
    Vue.js 3 Composition API patterns, component architecture, reactivity best practices, Pinia state management, Vue Router navigation, and Nuxt SSR patterns. Activates for Vue, Nuxt, Vite, or Pinia projects. Use when building or reviewing Vue 3, Nuxt, or Pinia code — Composition API, reactivity, or router navigation.
  494. vue-patterns affaan-m/everything-claude-code · score 69/100 (grade C)
    Vue.js 3 Composition API patterns, component architecture, reactivity best practices, Pinia state management, Vue Router navigation, and Nuxt SSR patterns. Activates for Vue, Nuxt, Vite, or Pinia projects. Use when building or reviewing Vue 3, Nuxt, or Pinia code — Composition API, reactivity, or router navigation.
  495. ad-creative coreyhaines31/marketingskills · score 68/100 (grade C)
    When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'creative testing,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' 'static ads,' 'ad templates,' 'iMessage ad,' 'ChatGPT ad,' 'creative strategy,' 'creative roadmap,' 'creative retro,' 'hook writing,' 'creative review page,' 'motion video ad,' 'faceless video ad,' 'UGC ad,' 'greenscreen ad,' 'TikTok/Reels ad format,' 'Meta ad format tier list,' or 'creative format taxonomy.' Use it to produce or iterate ad copy at scale. Copy avoids AI tells like 'it's not X, it's Y' reveals. For campaign strategy and targeting, see ads. For landing page copy, see copywriting. Test hypotheses must be falsifiable, naming the metric, the comparison, and the expected direction.
  496. antigravity-design-expert sickn33/antigravity-awesome-skills · score 68/100 (grade C)
    Core UI/UX engineering skill for building highly interactive, spatial, weightless, and glassmorphism-based web interfaces using GSAP and 3D CSS.
  497. apple-design emilkowalski/skills · score 68/100 (grade C)
    Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.
  498. bio-interaction-databases GPTomics/bioSkills · score 68/100 (grade C)
    Query protein-protein and gene interaction databases (STRING, BioGRID, IntAct, SIGNOR, Reactome, HuRI, HuMAP, OmniPath, ConsensusPathDB, DIP). Use when building PPI networks, choosing between physical vs functional vs genetic interactions, signed/directed vs undirected, high-throughput vs curated, picking confidence thresholds, aggregating across resources, or navigating license constraints. Encodes the database decision matrix, STRING v12 channel semantics, OmniPath as meta-database, SIGNOR for signed signaling, and per-resource rate limits.
  499. bio-pathway-gsea GPTomics/bioSkills · score 68/100 (grade C)
    Tests a ranked gene vector for coordinated expression shifts in GO, KEGG, Reactome, or MSigDB gene sets with clusterProfiler's gseGO, gseKEGG, gsePathway, and GSEA (fgseaMultilevel engine), and scores per-sample pathway activity with ssGSEA and GSVA. Covers why a GSEA result is a deterministic function of three implicit choices (the ranking STATISTIC, the weight exponent p, and which LABELS are permuted), why the input must be a NAMED vector sorted DECREASING by a signed variance-calibrated metric (DESeq2 stat, limma t) not a raw p-value that erases direction, why preranked gene-permutation is anti-conservative for correlated sets (CAMERA is the fix), why nPerm is gone (eps governs tiny p), and why set.seed is required. Use when every gene carries a DE statistic, when a hard cutoff is arbitrary, or when ORA finds nothing. For gene-list ORA see go-enrichment; the ranking statistic comes from differential-expression/de-results.
  500. bio-pathway-wikipathways GPTomics/bioSkills · score 68/100 (grade C)
    Tests a gene list (ORA, enrichWP) or a ranked gene vector (GSEA, gseWP) against the WikiPathways community-curated pathway collection with clusterProfiler and rWikiPathways. Covers why a WikiPathways result is a snapshot of a live, monthly-updated database (enrichWP/gseWP/gson_WP silently pull data.wikipathways.org/current/), why reproducibility requires pinning a dated GMT via downloadPathwayArchive(date=, format='gmt'), why the WP GMT is Entrez-keyed so symbols and Ensembl silently overlap nothing, why universe=NULL gives a biased all-WP-genes background, how to split the name%version%wpid%org term, and why WikiPathways (CC0, no peer review) complements KEGG/Reactome. Use when running open community-pathway enrichment, covering a non-model WP species, catching disease/drug pathways missing from KEGG/Reactome, or needing a reproducible dated analysis. The gene list comes from differential-expression/de-results; visualize with enrichment-visualization.
  501. bio-reaction-enumeration GPTomics/bioSkills · score 68/100 (grade C)
    Enumerates virtual chemical libraries via reaction SMARTS transformations using RDKit and reaction templates, with explicit handling of atom mapping, RDChiral template extraction, product validation, RECAP/BRICS fragmentation, R-group decomposition, matched molecular pair analysis (MMPA), and Free-Wilson analysis. Use when generating combinatorial libraries from building blocks, enumerating analog series, deriving structure-activity rules, or extracting transformations from reaction data.
  502. bio-workflows-grn-pipeline GPTomics/bioSkills · score 68/100 (grade C)
    Orchestrates gene regulatory network inference from processed single-cell data to regulons and in-silico perturbation, via pySCENIC (RNA-only GRNBoost2 -> cisTarget -> AUCell), SCENIC+ (multiome cisTopic -> pycistarget -> eGRN), and CellOracle perturbation. Use when recognizing that an inferred GRN is UNDIRECTED by default and reporting only the evidence tier delivered (co-expression vs motif-pruned vs enhancer-resolved vs perturbation), matching species/assembly/namespace across the TF-list + cisTarget DB + motif2TF annotation, feeding RAW counts of the cleaned/doublet-free/batch-controlled cells (never imputed/batch-corrected values), running the cisTarget pruning that buys directionality (modules are not regulons without it), or choosing the RNA-only vs multiome path. Hands mechanism to the gene-regulatory-networks component skills; not a re-teach of any single step.
  503. bio-workflows-multi-omics-pipeline GPTomics/bioSkills · score 68/100 (grade C)
    Orchestrates VERTICAL bulk multi-omics integration (RNA + protein + methylation on the SAME samples) from harmonization to a validated result, routing to MOFA2 (shared factors), mixOmics/DIABLO (predictive signature), or SNF (patient subtypes). Use when confirming the correspondence is vertical (not horizontal same-features-different-cohorts), joining on a stable sample primary key rather than cbind on assumed row order, normalizing each omic in its OWN space and equalizing block variance BEFORE stacking (or the widest omic hijacks every shared factor), correcting batch ONCE in one place, and validating in a HELD-OUT cohort because in-cohort CV at n<<p is optimistically biased. Hands mechanism to the multi-omics-integration component skills; not a re-teach of any single step.
  504. bio-workflows-neoantigen-pipeline GPTomics/bioSkills · score 68/100 (grade C)
    Orchestrates neoantigen discovery from somatic variants to ranked vaccine candidates, chaining HLA typing (OptiType/arcasHLA + LOHHLA), VEP annotation (Wildtype+Frameshift plugins) + expression/readcount annotation, proximal-variant phasing, pVACseq MHC-I/II binding, CCF/clonality, and immunogenicity/quality ranking. Use when recognizing that binding is single-digit PPV and the critical steps are downstream (full-resolution HLA + LOH gating, proximal-variant phasing, clonality from purity+CN not raw VAF, expression), sequencing normalize+annotate -> phase -> HLA -> binding -> quality in the defensible order, dropping candidates on LOH-lost alleles, supplying --phased-proximal-variants-vcf so the mutant peptide is real, or ranking WITHIN patient rather than a fixed IC50 threshold. Hands mechanism to the immunoinformatics component skills; not a re-teach of any single step.
  505. changelog-video heygen-com/hyperframes · score 68/100 (grade C)
    Turn a weekly changelog .md into a finished branded changelog video (square 1080, ~45-60s, Annie VO, animated brand background, mock-UI visualizations, lowkey captions). Use when the user provides a changelog/digest markdown and wants the weekly video, or says "changelog video". Self-contained — fonts, background, lexicon, and scripts ship in this skill.
  506. code-exemplars-blueprint-generator github/awesome-copilot · score 68/100 (grade C)
    Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React, Angular, Python) with configurable analysis depth, categorization methods, and documentation formats to establish coding standards and maintain consistency across development teams.
  507. copilot-pr-autopilot github/awesome-copilot · score 68/100 (grade C)
    Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Code Review via GraphQL (no @copilot mention), triages every open thread (Copilot, humans, advanced-security) with a fix / decline / escalate rubric, dispatches parallel fix sub-agents that obey the repo build/test/lint conventions, commits per iteration, replies+resolves citing the pushed SHA, then re-triggers until HEAD is reviewed with zero threads awaiting the agent''s reply (remaining open threads are explicit hand-offs to the human — escalated declines, design tradeoffs). You merge a clean PR; the bot runs it. Trigger phrases: "address copilot comments", "run a copilot review loop", "fix this PR", "iterate on copilot feedback". Repo-agnostic, gh CLI + PowerShell. Full autopilot needs repo Triage/Write; external PR authors get single-iteration mode plus manual re-trigger (UI 🔄 or substantive-commit push).
  508. draw-io-diagram-generator github/awesome-copilot · score 68/100 (grade C)
    Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file.
  509. frontend-patterns affaan-m/ECC · score 68/100 (grade C)
    Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. Use when building or reviewing React or Next.js components, state, or render performance.
  510. frontend-patterns affaan-m/everything-claude-code · score 68/100 (grade C)
    Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. Use when building or reviewing React or Next.js components, state, or render performance.
  511. gke-networking google/skills · score 68/100 (grade C)
    Plans, configures, and manages core GKE cluster networking. Covers private clusters, VPC-native configurations, DNS, node egress, Dataplane V2, and IP planning. Use when designing GKE networking layouts, configuring private clusters, setting up Dataplane V2, planning GKE IP ranges, or managing VPC- native cluster modes. Don't use for application ingress, load balancing, or service networking (use gke-service-networking instead).
  512. globestudio github/awesome-copilot · score 68/100 (grade C)
    Creates, edits and embeds dotted world maps and animated 3D globes with Globestudio (globestudio.app), a free open source studio with 21 looks. Use when the user wants a dotted map, a dotted or 3D globe, a spinning earth or a stylized world map for a website hero, background, slide, social post or video; when they paste a globestudio.app link or a ?c= config; or when code uses @globestudio/react, @globestudio/element, the globe-studio web component or globestudio.app/embed. Also use it to highlight a country, continent or region, plot points and arcs, match brand colors, or prepare PNG, SVG, GLB, MP4, WebM or GIF exports. Not for interactive tiled maps, routing, geocoding or GIS analysis (Mapbox, MapLibre, deck.gl), or for ordinary charts.
  513. improve-codebase-architecture mattpocock/skills · score 68/100 (grade C)
    Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
  514. makepad-2-0-layout sickn33/antigravity-awesome-skills · score 68/100 (grade C)
    Makepad 2.0 guidance for layout; use when building or debugging Makepad UI code.
  515. makepad-reference sickn33/antigravity-awesome-skills · score 68/100 (grade C)
    Guide to diagnosing Makepad build, widget, redraw and layout issues against the exact runtime revision.
  516. markdown-html-orchestrator alirezarezvani/claude-skills · score 68/100 (grade C)
    Use when a user wants to convert any markdown file in their Claude project into a single-file, lightly-interactive HTML — long-form documents (specs, plans, RFCs, reports, explainers), code reviews with diffs and severity-tagged annotations, or slide decks. Triggers on "convert this markdown to HTML", "make this an HTML file", "turn this into an interactive document", "render this report as HTML", "PR writeup as HTML", "slides from this markdown". Forks context to route to one of three converter sub-skills (md-document, md-review, md-slides) based on a deterministic doctype classifier, after the user has run the design-system onboarding once. Refuses if input is under 100 lines (per Shihipar — markdown still wins below the threshold) or design-system isn't onboarded. Distinct from Anthropic's official Playground plugin (which is interactive prompt-tuning controls with sliders/knobs/prompt-copy-back) and from marketing/landing/ (which is a landing-page generator).
  517. md-slides alirezarezvani/claude-skills · score 68/100 (grade C)
    Converts a markdown deck (slides separated by `---` HR boundaries or by `# ` H1 headings, with optional HTML-comment `notes:` presenter-notes blocks) into a single-file HTML presentation with arrow-key / space / PgDn / PgUp / Home / End / P / Esc keyboard navigation, presenter mode (split view with current slide + speaker notes + clock + next-slide preview), URL-hash deep linking, and `@media print` page-per-slide for PDF export. Triggers when the markdown-html-orchestrator classifies an input as SLIDES, or when invoked directly via /cs-md-slides. Reuses md-document's markdown parser for slide-body rendering and reads design-system tokens via config_loader.py. Refuses if input has no clear slide boundaries, produces a 1-slide deck, or `--strict-notes` is on with under 50% notes coverage. Use after orchestrator routing.
  518. swiftui-expert-skill AvdLee/SwiftUI-Agent-Skill · score 68/100 (grade C)
    Use when writing, reviewing, or refactoring SwiftUI code for iOS or macOS, including state and `@Observable` data flow, view composition, resizable layouts, safe areas, display scale, performance, lists, environment, localization, animation, Liquid Glass, and API migration. Also use for iPhone Duo, foldable, or large-display layouts (`NavigationSplitView` on large displays, iPhone tab sidebar, two-column reflow, foldable grids, `ArrangementView`, `ReservedRegion`), hinge effects, vertical bars, `@State` initialization or synthesized-property diagnostics, `@ContentBuilder` ambiguity, `reorderable` drag/drop, custom `AsyncImage` `URLSession`, swipe actions outside List, item-bound `alert`/`confirmationDialog`, `ToolbarOverflowMenu`, `AnimatableValues`, Document APIs (`Document`/`DocumentReader`), and Instruments `.trace` capture or analysis.
  519. system-commandline-cli github/awesome-copilot · score 68/100 (grade C)
    Use this skill when adding, modifying, or reviewing CLI commands in a .NET project built with System.CommandLine. Triggers include: creating a new CLI command, adding options or arguments, wiring command handlers, registering subcommands, building command groups, or any architecture decision about CLI command structure. Also use when the user mentions 'System.CommandLine', 'CommandBase', 'SetAction', 'ParseResult', 'RootCommand', 'subcommand', or asks to add a verb to the CLI. Do NOT use for general C# coding, web APIs, UI work, or non-CLI projects.
  520. ui-ux-pro-max nextlevelbuilder/ui-ux-pro-max-skill · score 68/100 (grade C)
    UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, responsive layout, typography, color, charts, and stack-specific UI implementation. Searchable local data: 79 searchable styles (50 active), 192 product palettes and reasoning profiles, 74 font pairings, 119 UX guidelines, 105 icons, 17 GSAP presets, 25 chart types, and 22 stacks.
  521. xcode-compilation-analyzer AvdLee/Xcode-Build-Optimization-Agent-Skill · score 68/100 (grade C)
    Analyze Swift and mixed-language compile hotspots using build timing summaries and Swift frontend diagnostics, then produce a recommend-first source-level optimization plan. Use when a developer reports slow compilation, type-checking warnings, expensive clean-build compile phases, long CompileSwiftSources tasks, warn-long-function-bodies output, or wants to speed up Swift type checking.
  522. antithesis-launch antithesishq/antithesis-skills · score 67/100 (grade C)
    Launch an Antithesis run with snouty by discovering the harness layout, building the right Docker Compose config, running `snouty validate`, bailing on validation failure, and then submitting `snouty launch` with sane metadata. Use when the user wants to send, submit, or launch an Antithesis run. This skill takes duration in minutes as input.
  523. app-store-screenshots ParthJadhav/app-store-screenshots · score 67/100 (grade C)
    Use when building App Store or Google Play screenshot pages, generating exportable marketing screenshots for iOS, macOS, and/or Android apps, or scaffolding a screenshot editor with Next.js. Triggers on app store, mac app store, play store, screenshots, marketing assets, html-to-image, phone mockup, mac mockup, android screenshots, feature graphic.
  524. bigquery-troubleshooting google/skills · score 67/100 (grade C)
    Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and query plan stage bottlenecks, system performance issues, or unexpectedly expensive workloads. Use when interpreting symptoms, isolating bottlenecks, diagnosing cost spikes (on-demand query spend, capacity slot autoscaling, storage growth), execution graph stages or substep variables, identifying root causes, and determining remediation steps. Don't use for writing or optimizing SQL, proactive capacity planning, or storage layout design (use bigquery-optimization), or when the user already knows which telemetry they want and just needs the query (use bigquery-observability).
  525. bio-crispr-screens-drugz-chemogenomic GPTomics/bioSkills · score 67/100 (grade C)
    Analyzes CRISPR drug-modifier (chemogenomic) screens with drugZ (Colic et al. 2019 Genome Med), a bidirectional Z-score method that identifies synthetic-lethal sensitizing genes and resistance-conferring suppressor genes from vehicle vs drug comparisons. Covers vehicle-anchored design (not Day-0), the bidirectional Z math giving greater sensitivity to small-effect hits than MAGeCK / STARS / edgeR / RIGER on drug screens, per-gene sumZ and normZ, synth (sensitizer) vs supp (suppressor) FDR, multi-dose handling, integration with control sgRNAs, and comparison with MAGeCK MLE with dose covariate. Use when running a drug-modifier CRISPR screen, identifying sensitizing or resistance genes for a drug candidate, choosing drugZ vs MAGeCK MLE for chemogenomic analysis, troubleshooting low-effect drug screens where MAGeCK lacks sensitivity, or designing a drug-screen layout (vehicle vs drug arms).
  526. bio-hi-c-analysis-hichip-plac-loops GPTomics/bioSkills · score 67/100 (grade C)
    Calls significant loops from protein-directed and targeted 3C assays (HiChIP, PLAC-seq, Capture Hi-C/PCHi-C, ChIA-PET) where the contact background is peak-anchored and coverage-biased, so generic Hi-C loop callers (cooltools dots, Juicer HiCCUPS) use the wrong null. Covers FitHiChIP (config-driven coverage+distance-decay spline regression, peak-to-peak vs peak-to-all foreground, loose vs stringent background, coverage vs ICE bias), MAPS (positive Poisson regression on bias factors for PLAC-seq/HiChIP), hichipper (restriction-site-distance bias model + library QC), CHiCAGO (Delaporte two-component Brownian+technical background for asymmetric bait x other-end Capture Hi-C), the with/without separate-ChIP anchor decision, and differential loops via diffloop. Use when calling loops from HiChIP/PLAC-seq/Capture Hi-C, choosing FitHiChIP/MAPS/CHiCAGO, picking peak-to-all vs peak-to-peak, setting the loop FDR, supplying ChIP peaks as anchors, QCing a HiChIP library, or comparing loops between conditions.
  527. bio-methylation-array-qc-filtering GPTomics/bioSkills · score 67/100 (grade C)
    Performs probe filtering and sample-level QC on Illumina Infinium methylation arrays (450K / EPIC / EPICv2) to decide which probes and samples to trust. Drops detection-p-failed and low-bead-count probes, removes cross-reactive/non-specific probes (Chen 2013 / Pidsley 2016 lists via maxprobes), excludes SNP-overlapping probes with dropLociWithSnps, and handles sex-chromosome probes. Collapses EPICv2 replicate probes with betasCollapseToPfx and harmonizes across array versions (EPICv2 hg38 vs 450K/EPIC hg19, intersect plus mLiftOver). Runs sample-identity QC: getSex sex prediction vs sample sheet for swap detection, rs-SNP fingerprint clustering for duplicates/swaps, and Sentrix chip/array-position batch diagnosis. Use when filtering methylation array probes, detecting sample swaps or mislabels, collapsing EPICv2 replicates, or merging 450K/EPIC/EPICv2 cohorts. For IDAT-to-corrected-beta normalization see array-preprocessing; for batch correction and study design see ewas-design.
  528. bio-systems-biology-context-specific-models GPTomics/bioSkills · score 67/100 (grade C)
    Builds tissue-, cell-type-, and condition-specific metabolic models by integrating transcriptomic or proteomic data into a generic genome-scale model, using extraction algorithms (GIMME, iMAT, INIT/tINIT, MADE, E-Flux, CORDA, FASTCORE) via troppo and corda in Python or the COBRA Toolbox/RAVEN in MATLAB. Use when pruning a generic model to a context, choosing an extraction method and expression threshold, mapping expression through GPR rules to reactions, deciding whether an objective is required (GIMME vs iMAT), avoiding the growth-objective trap for non-proliferating tissue, or judging how much of a context-specific model is real signal versus an artifact of the threshold and method.
  529. bio-systems-biology-strain-design GPTomics/bioSkills · score 67/100 (grade C)
    Computes metabolic-engineering strain designs on genome-scale models with StrainDesign (OptKnock, RobustKnock, minimal cut sets, OptCouple) and cameo (heuristic knockout and FSEOF over/under-expression targets), finding gene/reaction interventions that couple product formation to growth. Use when designing knockouts to overproduce a target chemical, choosing between OptKnock and RobustKnock, growth-coupling a product so evolution maintains it, computing minimal cut sets, finding amplification targets with FSEOF, or understanding why MILP strain design needs a strong solver and why a design is only a hypothesis.
  530. bio-workflow-management-nextflow-pipelines GPTomics/bioSkills · score 67/100 (grade C)
    Authors reproducible Nextflow DSL2 pipelines built on reactive dataflow, where processes communicate only through channels and execution order is not guaranteed. Use when deciding channel/dataflow (Nextflow) vs rule-based (Snakemake) authoring; wiring queue vs value channels and fixing shared-reference exhaustion with .first(); composing DSL2 modules and subworkflows with take/main/emit; selecting container/conda profiles and pinning images by digest for portability across local/SLURM/LSF/AWS Batch/Google Batch/Kubernetes executors; diagnosing why -resume misses the cache (nondeterministic input order, mtime on network filesystems, mutable :latest tags) with cache 'lenient' and -dump-hashes; managing work/ vs publishDir and dynamic retry escalation; and choosing whether to adopt an nf-core community pipeline or author from scratch.
  531. bio-workflows-longread-sv-pipeline GPTomics/bioSkills · score 67/100 (grade C)
    Orchestrates an end-to-end long-read structural-variant pipeline - basecalling to minimap2 alignment (platform-matched preset) to Sniffles2/cuteSV/pbsv calling to optional assembly-based calling (dipcall/PAV) to two-step .snf cohort merging to Truvari benchmarking - chaining ONT and PacBio HiFi runs while handing the SV signal mechanism off to the component skills. Use when running a long-read SV workflow from reads to a benchmarked callset, choosing the minimap2 preset and SV caller by platform and goal, deciding when long reads are worth it for the insertions and repeat-mediated SVs short reads physically miss, building a joint-genotyped cohort with the two-step .snf design, or parameterizing a Truvari benchmark against GIAB HG002 Tier 1 plus CMRG. Not for the SV signal mechanism itself (see variant-calling/structural-variant-calling) or short-read SV.
  532. bio-workflows-multiome-pipeline GPTomics/bioSkills · score 67/100 (grade C)
    Orchestrates the end-to-end 10x Multiome (paired scRNA + scATAC) pipeline from Cell Ranger ARC output to a jointly-embedded, annotated object, chaining per-modality QC, AMULET fragment-based ATAC doublet detection, per-modality normalization (RNA SCT/PCA; ATAC TF-IDF/LSI), WNN (or MultiVI) integration, joint clustering, RNA-based annotation, and LinkPeaks peak-to-gene linking. Use when enforcing the shared cell-barcode intersection between modalities (cellranger-ARC not -atac), keeping per-modality QC/doublets before the joint embedding, dropping the depth-correlated LSI component, annotating identity from RNA (ATAC is regulatory state), treating peak-to-gene links as correlational hypotheses, or aggregating to pseudobulk for cross-condition DE. Hands mechanism to the single-cell and atac-seq component skills; not a re-teach of any single step.
  533. bio-workflows-outbreak-pipeline GPTomics/bioSkills · score 67/100 (grade C)
    Orchestrates genomic-epidemiology outbreak investigation from pathogen isolates to transmission networks, forking bacterial (snippy -> Gubbins recombination-masking -> IQ-TREE -> TreeTime -> TransPhylo) vs viral (Nextstrain/augur), with parallel MLST typing (cgMLST delegated to epidemiological-genomics/pathogen-typing) and AMR surveillance. Use when committing ONE reference genome for SNP calling (every isolate and distance inherits its coordinates), applying MANDATORY Gubbins recombination-masking on core.full.aln before the tree for recombining bacteria (skipping it inflates the clock 2-5x), gating time-scaling on a temporal-signal test (TempEst R2 >= 0.3), using a pathogen- AND population-specific cluster threshold rather than a universal SNP cutoff, or pinning pangolin-data/Nextclade/Freyja versions for the viral route. Hands mechanism to the epidemiological-genomics component skills; not a re-teach of any single step.
  534. blitz-copy Illyism/seo-skills · score 67/100 (grade C)
    When the user wants high-converting copy for landing pages, headlines, cold emails, X/LinkedIn posts, video intros, or SEO titles — and already knows their audience. Also use when the user mentions "blitz copy", "dopamine copywriting", hooks, or asks to rewrite flat copy that explains instead of sells. For audience research first, use the understand-customers skill.
  535. competitors coreyhaines31/marketingskills · score 67/100 (grade C)
    When the user wants to create competitor comparison or alternative pages for SEO and buyer-facing use. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'competitor teardown,' 'audit our competitor pages,' 'are our comparison pages out of date,' or 'competitive asset audit.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. For auditing existing claims (not researching competitors from scratch, which is competitor-profiling; not technical SEO on these pages, which is seo-audit), use the asset audit here. For internal battle cards and sales-specific competitor docs, see sales-enablement.
  536. context-budget affaan-m/ECC · score 67/100 (grade C)
    Routes live context checks to the native Codex or Claude Code meter without scanning files, and performs a bounded static component audit only when explicitly requested. Use for context-budget requests about remaining capacity or installed context overhead.
  537. context-budget affaan-m/everything-claude-code · score 67/100 (grade C)
    Routes live context checks to the native Codex or Claude Code meter without scanning files, and performs a bounded static component audit only when explicitly requested. Use for context-budget requests about remaining capacity or installed context overhead.
  538. copywriting coreyhaines31/marketingskills · score 67/100 (grade C)
    When the user wants to write, rewrite, or improve marketing copy for any page, including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "hero section copy," "this copy is weak," "this sounds like AI," "AI slop," "make it sound human," or "help me describe my product." Drafts never use AI tells like "it's not X, it's Y" reveals, "no X, no Y, no Z" lists, or sentences that trail into extra comma clauses. For email copy, see emails. For popup copy, see popups. For editing existing copy, see copy-editing. For the offer underneath the copy (bonuses, guarantees, value framing), see offers. Claims must be supportable, and a declined claim names the evidence that would unlock it. Diagnoses the input first (blank brief, real voice, or point edit) and changes only what it calls for.
  539. frontend-design Galaxy-Dawn/claude-scholar · score 67/100 (grade C)
    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.
  540. game-engine github/awesome-copilot · score 67/100 (grade C)
    Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering. Covers techniques for platformers, breakout-style games, maze games, tilemaps, audio, multiplayer via WebRTC, and publishing games.
  541. mailtrap-managing-contacts sickn33/antigravity-awesome-skills · score 67/100 (grade C)
    Manage Mailtrap contacts, lists, segments, custom fields, imports, CRM syncs, and campaign audiences through the UI or API.
  542. motion-foundations affaan-m/ECC · score 67/100 (grade C)
    Motion tokens, spring presets, performance rules, device adaptation, accessibility enforcement, and SSR safety for React / Next.js using motion/react. Foundation layer — all other motion skills depend on this. Use when setting up motion tokens, spring presets, reduced-motion handling, or SSR-safe animation in React or Next.js.
  543. motion-foundations affaan-m/everything-claude-code · score 67/100 (grade C)
    Motion tokens, spring presets, performance rules, device adaptation, accessibility enforcement, and SSR safety for React / Next.js using motion/react. Foundation layer — all other motion skills depend on this. Use when setting up motion tokens, spring presets, reduced-motion handling, or SSR-safe animation in React or Next.js.
  544. programmatic-seo coreyhaines31/marketingskills · score 67/100 (grade C)
    When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," "building many pages for SEO," "pSEO," "generate 100 pages," "data-driven pages," "templated landing pages," or "which CMS for pSEO." Use this whenever someone wants to create many similar pages targeting different keywords or locations. For auditing existing SEO issues, see seo-audit. For content strategy planning, see content-strategy.
  545. project-workflow-analysis-blueprint-generator github/awesome-copilot · score 67/100 (grade C)
    Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry points, service layers, data access, error handling, and testing approaches across multiple technologies including .NET, Java/Spring, React, and microservices architectures.
  546. prototype mattpocock/skills · score 67/100 (grade C)
    Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.
  547. rails-patterns affaan-m/ECC · score 67/100 (grade C)
    Ruby on Rails framework patterns for Rails 7.1+ and 8.x apps. Covers the directory contract, skinny controllers with service objects, form objects, query objects, idiomatic ActiveRecord, background jobs, ViewComponent, Hotwire, and the Rails 8 Solid stack. Use when building or reviewing Rails apps, controllers, models, services, jobs, or views.
  548. rails-patterns affaan-m/everything-claude-code · score 67/100 (grade C)
    Ruby on Rails framework patterns for Rails 7.1+ and 8.x apps. Covers the directory contract, skinny controllers with service objects, form objects, query objects, idiomatic ActiveRecord, background jobs, ViewComponent, Hotwire, and the Rails 8 Solid stack. Use when building or reviewing Rails apps, controllers, models, services, jobs, or views.
  549. remotion-to-hyperframes heygen-com/hyperframes · score 67/100 (grade C)
    Bring existing video code or footage into HyperFrames and verify it frame by frame against the original - Remotion first, also Motion Canvas, Lottie, Three.js, p5.js, canvas or plain HTML/CSS animation, or renders from Manim, After Effects or Blender. Use to port, convert, migrate or reuse work made with another tool.
  550. rhino3d-scripts github/awesome-copilot · score 67/100 (grade C)
    Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or RhinoCommon-based scripts; automate Rhino modeling tasks; build command macros; manipulate Rhino geometry, layers, blocks, or document objects; pick objects from the viewport; control redraw and undo; or load and run scripts from the Rhino Script Editor. Covers `rhinoscriptsyntax`, `scriptcontext`, the `Rhino.*` RhinoCommon namespaces (`Rhino.Geometry`, `Rhino.DocObjects`, `Rhino.Input`, `Rhino.UI`, `Rhino.Display`, `Rhino.FileIO`), and the Rhino 8 unified Script Editor.
  551. setup-matt-pocock-skills mattpocock/skills · score 67/100 (grade C)
    Configure this repo for the engineering skills: set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.
  552. sign-in-with-google-web google/skills · score 67/100 (grade C)
    Implement, configure, and secure Sign In With Google (SiwG) using Google Identity Services (GIS / `https://accounts.google.com/gsi/client`) across web architectures. Use when creating Google sign-in buttons, implementing Google One Tap with FedCM, integrating GIS in React/Next.js/Angular/HTML, verifying ID tokens on backend runtimes (Python/Node.js/Go/Java), enforcing Google Workspace domain restrictions (`hd`), securing client-side ID tokens via WebCrypto nonces or encrypted IndexedDB, embedding in cross-origin iframes via the Intermediate Iframe API (`https://accounts.google.com/gsi/intermediate`), configuring Content Security Policy (CSP), COOP, and Permissions Policy (`identity-credentials-get`) headers, or handling sign-out and revocation. Don't use for legacy Google Sign-In (`gapi.auth2`), Google Cloud IAM service accounts, or Android/iOS native Credential Manager.
  553. technology-stack-blueprint-generator github/awesome-copilot · score 67/100 (grade C)
    Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implementation patterns across multiple platforms (.NET, Java, JavaScript, React, Python). Generates configurable blueprints with version information, licensing details, usage patterns, coding conventions, and visual diagrams. Provides implementation-ready templates and maintains architectural consistency for guided development.
  554. understand-figma Egonex-AI/Understand-Anything · score 67/100 (grade C)
    Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design tokens) with a kind:"design" dashboard.
  555. bio-covalent-design GPTomics/bioSkills · score 66/100 (grade C)
    Designs covalent inhibitors and warheads targeting cysteine, lysine, serine, threonine, tyrosine, and aspartate residues, with explicit handling of warhead reactivity (acrylamide, chloroacetamide, vinyl sulfone, sulfonyl fluoride, fluorosulfate, aldehyde, boronate, nitrile), reversibility (kinact/Ki, t_residence), glutathione (GSH) stability, intrinsic reactivity assays, and covalent docking (DOCKovalent, GOLD, HCovDock). Use when designing covalent inhibitors for targeted covalent inhibition (TCI), KRAS G12C-style approaches, or rationalizing covalent SAR.
  556. bio-sashimi-plots GPTomics/bioSkills · score 66/100 (grade C)
    Creates sashimi-style plots showing RNA-seq read coverage and splice junction counts using ggsashimi (general-purpose, condition-grouped overlays), rmats2sashimiplot (rMATS-output-aware), MAJIQ-VOILA (LSV posteriors interactive HTML), leafviz (leafcutter clusters Shiny), Jutils (tool-agnostic heatmaps and sashimi for rMATS/leafcutter/MntJULiP/MAJIQ output), or pyGenomeTracks (multi-track publication figures). Tool choice depends on the upstream differential-splicing tool's output format and the publication vs interactive use case. Use when visualizing specific splicing events, validating differential splicing calls, or producing publication-quality figures.
  557. bio-substructure-search GPTomics/bioSkills · score 66/100 (grade C)
    Searches molecular libraries for substructure matches using SMARTS patterns with explicit handling of recursive SMARTS, ring membership, aromaticity dialect, vector binding, atom map indices, and reactive/PAINS/REOS/Brenk filter catalogs. Use when filtering compounds by pharmacophore features, functional groups, scaffold matches, or screening for assay-interference / structural alerts.
  558. bio-workflows-chipseq-pipeline GPTomics/bioSkills · score 66/100 (grade C)
    Orchestrates the end-to-end ChIP-seq pipeline from FASTQ to blacklist-filtered, annotated peaks, chaining fastp QC, Bowtie2 alignment, pre-dedup library-complexity QC (NRF/PBC), duplicate removal, chrM + ENCODE-blacklist filtering, MACS3 peak calling against a matched input, IDR/consensus reproducibility, deepTools signal tracks, and ChIPseeker annotation. Use when committing the reference build + blacklist version + effective genome size once, pairing each IP with its matched control, computing complexity metrics BEFORE dedup, choosing narrow vs broad and MACS3 vs SEACR/Genrich, keeping per-replicate peaks for IDR, or avoiding depth-normalization that erases a spike-in global shift. Hands mechanism to the chip-seq component skills; not a re-teach of any single step.
  559. bio-workflows-cytometry-pipeline GPTomics/bioSkills · score 66/100 (grade C)
    End-to-end flow, spectral, and mass cytometry (CyTOF) pipeline from raw FCS files to differentially abundant/expressed cell populations. Orchestrates the read -> compensate/unmix -> transform -> QC -> doublet-removal -> cluster-or-gate -> annotate -> diffcyt DA/DS chain with flowCore/CATALYST/diffcyt, branching on instrument type and on clustering-vs-gating. Use when processing a cytometry experiment end-to-end, deciding the pipeline path for an instrument, or wiring the flow-cytometry component skills into one analysis with valid sample-level statistics.
  560. bio-workflows-expression-to-pathways GPTomics/bioSkills · score 66/100 (grade C)
    Orchestrates the full path from differential expression results to redundancy-collapsed functional enrichment: choose ORA vs GSEA, convert gene IDs per method, run enrichGO/enrichKEGG/enrichPathway/enrichWP or gseGO/gseKEGG (clusterProfiler, ReactomePA, rWikiPathways), and visualize. Use when a DESeq2/edgeR/limma result must become enriched GO terms, KEGG/Reactome/WikiPathways pathways, or a GSEA leading edge; when the input is a full ranking for all genes (GSEA, named decreasing vector) or only a pre-selected list (ORA plus a defensible background universe); or when assembling DE-to-pathway end to end. The DE list and ranking statistic come from differential-expression/de-results; per-method nuance lives in the pathway-analysis skills.
  561. bio-workflows-genome-annotation-pipeline GPTomics/bioSkills · score 66/100 (grade C)
    Orchestrates genome annotation from assembled contigs to functional annotation, forking prokaryotic (Bakta one-step, genetic-code table from GTDB-Tk) vs eukaryotic (RepeatMask -> BRAKER3 -> functional -> ncRNA), then eggNOG/InterProScan functional assignment and Infernal/tRNAscan ncRNA. Use when committing the pro-vs-eukaryotic path and the genetic-code table from taxonomy (never guessing), annotating ONLY a decontaminated QC-passed assembly (CheckM2 before prokaryotic annotation is non-negotiable), committing the evidence set (RNA-seq + protein drives BRAKER3 training), soft-masking with a curated repeat library before gene prediction, or pinning the tool + DB version for any pangenome comparison. Hands mechanism to the genome-annotation component skills; not a re-teach of any single step.
  562. bio-workflows-imc-pipeline GPTomics/bioSkills · score 66/100 (grade C)
    Orchestrates imaging mass cytometry from raw MCD acquisitions to patient-level spatial analysis, chaining steinbock preprocessing, Mesmer/Cellpose segmentation, single-cell quantification, phenotyping, and squidpy spatial statistics. Use when committing the panel + segmentation frame + pixel size (every per-cell number is a mask-bounded pixel average), compensating channel spillover on PIXELS before segmentation but running REDSEA lateral-spillover on the per-cell table AFTER segmentation, using arcsinh cofactor 1 (not the suspension-CyTOF 5), and aggregating to the PATIENT before any cross-condition test (cells and ROIs from one patient are not independent replicates). Hands mechanism to the imaging-mass-cytometry component skills; not a re-teach of any single step.
  563. bio-workflows-metabolic-modeling-pipeline GPTomics/bioSkills · score 66/100 (grade C)
    Orchestrates genome-scale metabolic modeling from a protein FASTA to flux predictions, chaining CarveMe/gapseq reconstruction, memote QC, gap-filling, media-constrained FBA/FVA, gene essentiality, and context-specific models. Use when committing the reconstruction tool (which locks the identifier NAMESPACE forever - BiGG vs ModelSEED vs KEGG, no automatic translation), setting the medium BEFORE FBA (the exchange bounds ARE the medium; essentiality and gap-fill are computed relative to it), curating iteratively (stoichiometric-consistency first, then mass/charge, then directionality, then GPR) with energy-generating-cycle removal, and reading a MEMOTE score as well-formedness NOT correctness. Hands mechanism to the systems-biology component skills; not a re-teach of any single step.
  564. cro coreyhaines31/marketingskills · score 66/100 (grade C)
    When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. Also use when the user says 'CRO,' 'conversion rate optimization,' 'this page isn't converting,' 'improve conversions,' 'why isn't this page working,' 'my landing page sucks,' 'form abandonment,' 'nobody's converting,' 'low conversion rate,' or 'this page needs work.' Use this even if the user just shares a URL and asks for feedback. For signup/registration flows, see signup. For post-signup activation, see onboarding. For popups/modals, see popups.
  565. cs-engineering-lead alirezarezvani/claude-skills · score 66/100 (grade C)
    Engineering Team Lead agent for coordinating QA, security, data engineering, ML, and frontend/backend teams. Orchestrates engineering-team skills for team-level technical decisions. Spawn when users need team coordination, tech stack evaluation, incident response, or cross-functional engineering work.
  566. emil-design-eng emilkowalski/skills · score 66/100 (grade C)
    This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.
  567. ios-debugger-agent Dimillian/Skills · score 66/100 (grade C)
    Use XcodeBuildMCP to build, run, launch, and debug the current iOS project on a booted simulator. Trigger when asked to run an iOS app, interact with the simulator UI, inspect on-screen state, capture logs/console output, or diagnose runtime behavior using XcodeBuildMCP tools.
  568. md-review alirezarezvani/claude-skills · score 66/100 (grade C)
    Converts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged GFM callouts [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT] callouts) into a single-file 2-column HTML review — unified-diff on the left, severity-tagged annotation cards on the right, top jump-nav listing every finding, mandatory named reviewer footer. Triggers when the markdown-html-orchestrator classifies an input as REVIEW, or when invoked directly via /cs-md-review. Refuses without explicit --reviewer (a code review must name a human), refuses if no diff hunks present (route to md-document instead), and refuses to encode severity in color only (every badge ships color + icon + aria-label per WCAG 1.4.1). Use after orchestrator routing.
  569. named-persona-adversarial-review alirezarezvani/claude-skills · score 66/100 (grade C)
    Code review through the lens of real engineers' documented philosophies (Torvalds, Thompson, Carmack, Kent Beck, Jobs, Cagan). Complements abstract-role adversarial review with named, sourced perspectives. Use when automated review findings feel generic, when a PR has architectural or UX impact, or when the author wants pre-submit hardening beyond standard checks.
  570. pptx anthropics/skills · score 66/100 (grade C)
    Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates (.potx), layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx or .potx filename, regardless of what they plan to do with the content afterward. If a .pptx or .potx file needs to be opened, created, or touched, use this skill.
  571. publish-to-pages github/awesome-copilot · score 66/100 (grade C)
    Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file conversion, Pages enablement, and returns the live URL. Use when the user wants to publish, deploy, or share a presentation or HTML file via GitHub Pages.
  572. react-performance affaan-m/ECC · score 66/100 (grade C)
    React and Next.js performance optimization patterns adapted from Vercel Engineering's React Best Practices (https://github.com/vercel-labs/agent-skills). Organizes 70+ rules across 8 priority categories — waterfalls, bundle size, server-side, client fetching, re-render, rendering, JS micro-perf, advanced. Use when writing, reviewing, or refactoring React/Next.js code for performance.
  573. react-performance affaan-m/everything-claude-code · score 66/100 (grade C)
    React and Next.js performance optimization patterns adapted from Vercel Engineering's React Best Practices (https://github.com/vercel-labs/agent-skills). Organizes 70+ rules across 8 priority categories — waterfalls, bundle size, server-side, client fetching, re-render, rendering, JS micro-perf, advanced. Use when writing, reviewing, or refactoring React/Next.js code for performance.
  574. react19-source-patterns github/awesome-copilot · score 66/100 (grade C)
    Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.
  575. web-design-guidelines bytedance/deer-flow · score 66/100 (grade C)
    Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
  576. animation-performance emilkowalski/skills · score 65/100 (grade C)
    Keep web animations inside the frame budget — animate composite-only properties, keep motion off the main thread when the page is busy, and find the cause when an animation drops frames. Covers the layout/paint/composite pipeline, cheaper property swaps, CSS vs WAAPI vs requestAnimationFrame, Framer Motion's hardware-accelerated path, React re-rendering per frame, inherited CSS variable recalculation, blur cost, and when `will-change` actually helps. Use when an animation is janky, choppy, stutters, or drops frames; when choosing which property to animate; when deciding between CSS and JS animation on performance grounds; or when reaching for `will-change` or GPU layers. For choosing easing, duration, or whether to animate at all use animate; for reviewing motion as a whole use review-animations.
  577. api-breaking-change-detector github/awesome-copilot · score 65/100 (grade C)
    Cross-references C# Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or hand-written/auto-generated HTTP clients like Fetch, Axios, NSwag) to catch contract drift in both directions: backend changes that break client applications (renamed/removed JSON keys, new required parameters, status code shifts) and frontend code sending fields the backend no longer reads. Works directly against source code, not exported OpenAPI spec files. Use when the user asks to check for breaking API changes, verify frontend/backend contract sync, or audit a DTO/controller change against its TypeScript/JS consumers before merging. Not for generating new API code from a spec (see openapi-to-application-code) or scaffolding new endpoints (see aspnet-minimal-api-openapi).
  578. bio-data-visualization-interactive-visualization GPTomics/bioSkills · score 65/100 (grade C)
    Build 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.
  579. bio-phylo-tree-visualization GPTomics/bioSkills · score 65/100 (grade C)
    Draw and export phylogenetic trees with Bio.Phylo plus matplotlib, and route rich figures to ggtree, ETE4, or iTOL. Covers why a tree figure is an argument not a neutral picture, the cladogram-vs-phylogram-vs-chronogram choice that hides or reveals rate and time, how ladderization manufactures a false arrow of progress, why an unlabeled support number always flatters the result (bootstrap vs posterior vs SH-aLRT vs UFBoot are different scales), why Bio.Phylo silently drops BEAST HPD bars so annotated Bayesian trees must go through treeio plus ggtree, and the tip-count and raster-vs-vector thresholds for legible publication figures. Use when drawing a tree, choosing a layout, coloring branches, showing or labeling support, exporting vector figures, or deciding a drawing tool. Routes annotation-preserving reads to tree-io, and rooting and ladderizing to tree-manipulation.
  580. bio-rna-structure-structure-probing GPTomics/bioSkills · score 65/100 (grade C)
    Processes experimental RNA structure probing data (SHAPE-MaP, DMS-MaPseq) into per-nucleotide reactivity profiles with ShapeMapper2, then uses them as soft restraints on thermodynamic folding. Covers reagent and readout choice (SHAPE vs DMS, mutational-profiling vs RT-stop), the three control samples, per-transcript normalization, the Deigan vs Zarringhalam pseudo-energy models, in-cell versus in-vitro interpretation, and multi-conformation deconvolution. Use when converting probing reads to reactivities; deciding SHAPE versus DMS parameters; judging whether low reactivity means base-paired or protein-bound; or detecting whether an RNA populates more than one structure.
  581. bio-spatial-transcriptomics-spatial-statistics GPTomics/bioSkills · score 65/100 (grade C)
    Detects 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).
  582. bio-uniprot-access GPTomics/bioSkills · score 65/100 (grade C)
    Query UniProt's REST API (post-2022 endpoint at rest.uniprot.org) for protein sequences, annotations, GO terms, cross-references, ID mappings, and proteomes. Use when fetching UniProtKB entries, navigating the JSON schema, choosing between UniProtKB/UniRef/UniParc/Proteomes resources, deciding stream vs search endpoint for batch retrieval, running ID-mapping jobs with the async pattern, handling isoform suffixes, or filtering reviewed Swiss-Prot vs auto-annotated TrEMBL. Encodes the legacy URL migration (2022), the new JSON schema layout, and bulk-pull patterns.
  583. custom-product-pages Eronred/aso-skills · score 65/100 (grade C)
    When the user wants to design, deploy, or measure Apple Custom Product Pages (CPP) — the alternate App Store product pages with different screenshots, preview videos, and promo text shown to users coming from specific URLs (typically ad campaigns or social posts). Use when the user mentions "Custom Product Page", "CPP", "alternate product page", "App Store URL variant", "ASA CPP", "campaign-specific landing page", "product page per audience", "App Store Connect CPP", "ppoUrl", "?cpp=" parameter, or "show different screenshots to different ad audiences". For App Store A/B tests on the default page, see ab-test-store-listing. For paid ad campaigns that route to CPPs, see apple-search-ads or ua-campaign.
  584. design-taste-frontend Leonxlnx/taste-skill · score 65/100 (grade C)
    tasteskill v2, the anti-slop frontend skill. Art direction for websites, distilled from a study of 247 curated gallery sites (One Page Love, Awwwards Sites of the Day). Deals researched directions (idea, composition, type, palette, photographs, section blueprints) from a library, enforces a strict no-slop house style with a real-browser inspector, and runs a look-and-fix loop on screenshots. Use this whenever you build, design, redesign, restyle, polish or review a landing page, marketing site, portfolio, product page, one-pager, hero or any public-facing web page, in any stack (HTML/CSS, React, Next.js, Vue, Svelte, Astro, Tailwind) — also when the user says a page looks generic, templated, "AI-made", sloppy, or asks to make it look designed, premium, award-level or less like every other site. Also for app screens: dashboards, admin and analytics views, settings, inboxes and other screens people work in, with their own run and rules.
  585. google-cloud-solution-rag-enterprise-search-gke-sqldb google/skills · score 65/100 (grade C)
    Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. Use when users need a vector-enabled SQL database as the store and index for the embedding vectors, an open model and open-source inferencing framework, and Kubernetes containers to host all the application components. DON'T use this skill for fully-managed RAG, or SaaS search services, or when a non-SQL vector database is required.
  586. minimax-pdf MiniMax-AI/skills · score 65/100 (grade C)
    Use this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): "make a PDF", "generate a report", "write a proposal", "create a resume", "beautiful PDF", "professional document", "cover page", "polished PDF", "client-ready document". FILL (complete form fields): "fill in the form", "fill out this PDF", "complete the form fields", "write values into PDF", "what fields does this PDF have". REFORMAT (apply design to an existing doc): "reformat this document", "apply our style", "convert this Markdown/text to PDF", "make this doc look good", "re-style this PDF". This skill uses a token-based design system: color, typography, and spacing are derived from the document type and flow through every page. The output is print-ready. Prefer this skill when appearance matters, not just when any PDF output is needed.
  587. motion-patterns affaan-m/ECC · score 65/100 (grade C)
    Production-ready animation patterns for React / Next.js — button, modal, toast, stagger, page transitions, exit animations, scroll, and layout — built on motion-foundations tokens and springs. Use when animating a specific UI element in React or Next.js — button, modal, toast, stagger, page transition, or scroll.
  588. motion-patterns affaan-m/everything-claude-code · score 65/100 (grade C)
    Production-ready animation patterns for React / Next.js — button, modal, toast, stagger, page transitions, exit animations, scroll, and layout — built on motion-foundations tokens and springs. Use when animating a specific UI element in React or Next.js — button, modal, toast, stagger, page transition, or scroll.
  589. react18-dep-compatibility github/awesome-copilot · score 65/100 (grade C)
    React 18.3.1 and React 19 dependency compatibility matrix.
  590. react19-test-patterns github/awesome-copilot · score 65/100 (grade C)
    Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.
  591. salesforce-component-standards github/awesome-copilot · score 65/100 (grade C)
    Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility (WCAG 2.1 AA), data access pattern selection, component communication rules, XSS prevention, CSRF enforcement, FLS/CRUD in AuraEnabled methods, view state management, and Jest test requirements. Use this skill when building or reviewing any Salesforce UI component to enforce platform-specific security and quality standards.
  592. swiftui-liquid-glass Dimillian/Skills · score 65/100 (grade C)
    Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liquid Glass usage for correctness, performance, and design alignment.
  593. threejs-asset-pipeline cloudai-x/threejs-skills · score 65/100 (grade C)
    Shrinking glTF assets for three.js with gltf-transform: inspect, validate and optimize commands, Draco, meshopt and quantization, KTX2, WebP and AVIF textures, the loader setup each output needs, and gltfjsx for React. Use when compressing, optimizing or validating 3D models before loading them.
  594. tradingview-reader himself65/finance-skills · score 65/100 (grade C)
    Read the user's local TradingView desktop app through opencli: quotes, options chains with greeks and per-strike IV, options expiries, screener results across stocks, crypto, forex, futures, and bonds, gainers and losers, news headlines and full stories, alerts (active, fired, offline fires), watchlists including colored flag lists, symbol search, chart state, and chart screenshots. Use this skill whenever the user asks for any of these from TradingView ("TV") — for example an options chain, puts, or IV skew for a ticker, an oversold-stock screen, their red flag list, which alerts fired, or a screenshot of their chart. For plain quotes, TA readouts, scans, or futures without the desktop app, prefer tradingview-mcp. Read-only: it never places trades or edits watchlists, alerts, or layouts.
  595. bio-methylation-epigenetic-clocks GPTomics/bioSkills · score 64/100 (grade D)
    Computes DNA methylation age (DNAm age) and pace of aging by applying frozen elastic-net epigenetic clocks to a clean beta matrix with methylclock, dnaMethyAge, or methylCIPHER. Covers the clock menu by question (chronological Horvath/Hannum/skin&blood; health-mortality PhenoAge/GrimAge; DunedinPACE pace; pediatric/gestational; mitotic epiTOC), age acceleration (EAA/IEAA/EEAA) as the real endpoint, the principal-component (PC) clock fix for the per-CpG reliability crisis, and EPICv2 clock-CpG dropout with missing-CpG imputation bias. Use when estimating epigenetic age, computing age acceleration, choosing a clock for an outcome, assessing clock reliability, or porting a clock to EPICv2. A clock is a frozen predictor: do not GO-enrich its CpGs and do not train it here. For cell-count adjustment (IEAA) see cell-type-deconvolution; for predictor training/validation/leakage see machine-learning/model-validation; for survival modeling of age acceleration see clinical-biostatistics/survival-analysis.
  596. bio-methylation-ewas-design GPTomics/bioSkills · score 64/100 (grade D)
    Designs and defends an epigenome-wide association study (EWAS) on 450K/EPIC array or bisulfite methylation - the layer deciding whether a hit is credible. Covers the confounding hierarchy (cell composition covariates as the dominant confounder, batch/Sentrix chip/array position, age/sex, smoking AHRR cg05575921, ancestry/mQTL, reverse causation), chip randomization (no-rescue theorem), surrogate variable analysis sva/SmartSVA, ComBat, RUVm, over-correction, genomic inflation lambda vs GWAS genomic control, BACON bias/inflation, genome-wide significance threshold 450K/EPIC, FWER vs FDR, pwrEWAS power, meta-analysis, EWAS Catalog/Atlas, methylation risk scores. Use when designing an EWAS, choosing a covariate set, randomizing a plate layout, interpreting lambda, applying BACON, setting a threshold, powering a study, or using an MRS. For the per-site test see differential-cpg-testing; for cell fractions see cell-type-deconvolution; for causal mQTL orientation see causal-genomics/mendelian-randomization.
  597. bio-population-genetics-rare-variant-association GPTomics/bioSkills · score 64/100 (grade D)
    Gene 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.
  598. cs-webinar-marketer alirezarezvani/claude-skills · score 64/100 (grade D)
    Webinar & virtual-event marketing specialist agent. Use when planning, promoting, running, or rescuing a webinar, virtual event, live demo, workshop, masterclass, fireside chat, or virtual summit. Orchestrates the webinar-marketing skill — sizes the funnel backward from the business goal, builds the promotion runway, designs the show-up and live-to-close sequences, scores an existing funnel to find the broken stage, and plans evergreen/on-demand automation. Treats a webinar as a funnel, not an event. Voice — outcome-obsessed demand operator; refuses to celebrate registrations when nobody shows up or buys; fixes the stage that's actually broken instead of rewriting the landing page by reflex.
  599. documentation-lookup affaan-m/ECC · score 64/100 (grade D)
    Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
  600. documentation-lookup affaan-m/everything-claude-code · score 64/100 (grade D)
    Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
  601. fluentui-blazor github/awesome-copilot · score 64/100 (grade D)
    Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with "Fluent". Also use when troubleshooting missing providers, JS interop issues, or theming.
  602. folder-structure-blueprint-generator github/awesome-copilot · score 64/100 (grade D)
    Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, Python, Node.js, Flutter), generates detailed blueprints with visualization options, naming conventions, file placement patterns, and extension templates for maintaining consistent code organization across diverse technology stacks.
  603. gsap-framer-scroll-animation github/awesome-copilot · score 64/100 (grade D)
    Use this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal scroll, text animations, or any motion tied to scroll position — in vanilla JS, React, or Next.js. Covers GSAP ScrollTrigger (pinning, scrubbing, snapping, timelines, horizontal scroll, ScrollSmoother, matchMedia) and Framer Motion / Motion v12 (useScroll, useTransform, useSpring, whileInView, variants). Use this skill even if the user just says "animate on scroll", "fade in as I scroll", "make it scroll like Apple", "parallax effect", "sticky section", "scroll progress bar", or "entrance animation". Also triggers for Copilot prompt patterns for GSAP or Framer Motion code generation. Pairs with the premium-frontend-ui skill for creative philosophy and design-level polish.
  604. ios-application-dev MiniMax-AI/skills · score 64/100 (grade D)
    iOS application development guide covering UIKit, SnapKit, and SwiftUI. Includes touch targets, safe areas, navigation patterns, Dynamic Type, Dark Mode, accessibility, collection views, common UI components, and SwiftUI design guidelines. For detailed references on specific topics, see the reference files. Use when: developing iOS apps, implementing UI, reviewing iOS code, working with UIKit/SnapKit/SwiftUI layouts, building iPhone interfaces, Swift mobile development, Apple HIG compliance, iOS accessibility implementation.
  605. motion-advanced affaan-m/ECC · score 64/100 (grade D)
    Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences (useAnimate), loaders, and the full API decision tree. Requires motion-foundations. Use when building drag and drop, gestures, text or SVG animation, or imperative animation sequences in React or Next.js.
  606. motion-advanced affaan-m/everything-claude-code · score 64/100 (grade D)
    Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences (useAnimate), loaders, and the full API decision tree. Requires motion-foundations. Use when building drag and drop, gestures, text or SVG animation, or imperative animation sequences in React or Next.js.
  607. react18-legacy-context github/awesome-copilot · score 64/100 (grade D)
    Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Use this skill whenever migrating legacy context in class components - this is always a cross-file migration requiring the provider AND all consumers to be updated together. Use it before touching any contextTypes or childContextTypes code, because migrating only the provider without the consumers (or vice versa) will cause a runtime failure. Always read this skill before writing any context migration - the cross-file coordination steps here prevent the most common context migration bugs.
  608. react19-concurrent-patterns github/awesome-copilot · score 64/100 (grade D)
    Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.
  609. theme-factory ComposioHQ/awesome-claude-skills · score 64/100 (grade D)
    Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
  610. theme-factory anthropics/skills · score 64/100 (grade D)
    Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
  611. accessibility affaan-m/ECC · score 63/100 (grade D)
    Design, implement, and audit accessible UI to WCAG 2.2 Level AA across Web, iOS, and Android — semantic ARIA roles and labels, accessibility traits and hints, focus management, contrast, target size, and screen-reader support. Use when building or auditing UI for accessibility compliance, keyboard navigation, or screen-reader support.
  612. accessibility affaan-m/everything-claude-code · score 63/100 (grade D)
    Design, implement, and audit accessible UI to WCAG 2.2 Level AA across Web, iOS, and Android — semantic ARIA roles and labels, accessibility traits and hints, focus management, contrast, target size, and screen-reader support. Use when building or auditing UI for accessibility compliance, keyboard navigation, or screen-reader support.
  613. bio-data-visualization-network-visualization GPTomics/bioSkills · score 63/100 (grade D)
    Visualize biological networks (PPI, gene-regulatory, co-expression, pathway) with layout algorithm choice (ForceAtlas2, Fruchterman-Reingold, Kamada-Kawai, hive plots), edge bundling, community-based coloring, and reproducible seeds using NetworkX, PyVis, igraph, and Cytoscape automation. Use when rendering biological networks for static publication, interactive HTML exploration, or Cytoscape-format export.
  614. bio-population-genetics-scikit-allel-analysis GPTomics/bioSkills · score 63/100 (grade D)
    In-memory Python population genetics with scikit-allel - GenotypeArray/HaplotypeArray/AlleleCountsArray, diversity (pi, theta, Tajima's D), SFS, FST (Weir-Cockerham, Hudson, Patterson), f3/D admixture stats, LD pruning, PCA, and selection scans (iHS, XP-EHH, nSL, Garud H). Nearly every statistic is a ratio or density with one silent denominator bug in two faces: omit is_accessible= and per-base pi/theta divide by total span not accessible bp (deflated 2-5x); average per-SNP FST instead of sum(a)/(sum(a)+sum(b)+sum(c)) and the estimate is rare-variant-biased - scikit-allel returns the (a,b,c) and (num,den) components on purpose to force ratio-of-sums. to_n_alt default fill=0 imputes missing to reference; sfs() is unfolded and wants derived not alt counts; iHS/XP-EHH need phased data and standardization. Use when computing population-genetics statistics in Python, scanning for selection, or building array pipelines. For PLINK QC see plink-basics; for VCF input see variant-calling/vcf-basics.
  615. bio-systems-biology-gene-essentiality GPTomics/bioSkills · score 63/100 (grade D)
    Performs in-silico single and double gene deletions, condition-dependent essentiality, and synthetic-lethality screens on genome-scale metabolic models with COBRApy, evaluating gene-protein-reaction rules and comparing FBA re-optimization against MOMA/ROOM minimal-adjustment. Use when predicting essential genes, finding synthetic-lethal pairs for drug targets, choosing a growth cutoff, deciding FBA vs MOMA vs ROOM for a knockout, making essentiality medium-specific to match an experiment, or validating predictions against Keio/Tn-seq/CRISPR screens with MCC.
  616. bio-tcr-bcr-analysis-specificity-annotation GPTomics/bioSkills · score 63/100 (grade D)
    Maps TCR/BCR receptor sequences toward candidate antigen specificity and clusters repertoires by shared-specificity signal, while enforcing that a database match or a cluster label is a HYPOTHESIS, not a specificity call. Use when deciding among database annotation (VDJdb/McPAS/IEDB+TCRMatch, requiring V-gene and HLA concordance plus a confidence score) versus sequence clustering (tcrdist3 meta-clonotypes, GLIPH2, GIANA, clusTCR, which find enrichment not per-receptor labels) versus generation-probability nulls (OLGA Pgen, IGoR, SONIA Ppost) for testing public/convergent/shared claims; and when guarding against overclaiming specificity, base-rate false positives from bare CDR3 matches, unpaired beta-only annotation, ML predictor failure on unseen epitopes, and ignored MHC restriction. TCR-focused with a BCR/antibody note (SHM, conformational epitopes, IGHV3-53/3-66 public clonotypes). Keywords CDR3, pMHC, HLA restriction, cross-reactivity, meta-clonotype, Pgen, public clonotype, convergent recombination.
  617. bio-workflows-metabolomics-pipeline GPTomics/bioSkills · score 63/100 (grade D)
    Orchestrates the untargeted LC-MS metabolomics pipeline end-to-end (xcms 4.x feature extraction, QC/drift/normalization, confidence-stratified annotation, permutation-validated statistics, background-aware pathway mapping), naming what each stage decides and where it silently fails. Use when running a full LC-MS metabolomics study from raw mzML to enriched pathways and needing the honest handoffs between stages. Each stage defers to its component skill for parameters and traps; for stable-isotope flux (a separate branch, not this untargeted flow) see metabolomics/isotope-tracing.
  618. bio-workflows-proteomics-pipeline GPTomics/bioSkills · score 63/100 (grade D)
    Orchestrates bottom-up proteomics from a search engine's output (MaxQuant/FragPipe/DIA-NN) to differential protein abundance with limma/DEqMS/MSstats. Use when committing the search database + acquisition mode (DDA vs DIA) up front, re-controlling FDR at PSM AND peptide AND protein-group level (not just PSM), removing contaminant/reverse rows and inspecting RAW distributions before normalizing, bridging cross-plex TMT with an IRS reference channel, modeling MNAR missingness rather than downshift-imputing on/off proteins, batching as a covariate (not pre-subtracted), and testing with treat()/DEqMS. Hands mechanism to the proteomics component skills; not a re-teach of any single step.
  619. bio-workflows-smrna-pipeline GPTomics/bioSkills · score 63/100 (grade D)
    Orchestrates the end-to-end small RNA-seq pipeline from FASTQ to differential miRNAs and expression-filtered targets, chaining kit-aware cutadapt trimming (adapter on every read, UMI/4N handling), miRge3 known+isomiR quantification or miRDeep2 novel discovery, compositionally-aware DESeq2, and miRanda target prediction. Use when committing the library-kit adapter/UMI handling once, choosing the NORMALIZER (which drives which miRNAs are called DE more than the DE model does), deciding known quantification vs novel discovery, handling biofluid/plasma libraries that lack a trustworthy endogenous normalizer, routing tRF/piRNA reads to their own profiling, or feeding RAW (not RPM) counts with size-factor inspection into DE. Hands mechanism to the small-rna-seq component skills; not a re-teach of any single step.
  620. compose-multiplatform-patterns affaan-m/ECC · score 63/100 (grade D)
    Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI. Use when building Compose or Jetpack Compose UI, state, navigation, or theming in a KMP project.
  621. compose-multiplatform-patterns affaan-m/everything-claude-code · score 63/100 (grade D)
    Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI. Use when building Compose or Jetpack Compose UI, state, navigation, or theming in a KMP project.
  622. fabric-lakehouse github/awesome-copilot · score 63/100 (grade D)
    Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and shortcuts, access control, and code examples. This skill supports users in designing, building, and optimizing Lakehouse solutions using best practices.
  623. generative-ui himself65/finance-skills · score 63/100 (grade D)
    Design system and templates for interactive HTML/SVG visuals in Claude and Codex, using an available inline renderer or a standalone HTML file. Use this skill whenever the user wants visual or interactive output rather than plain text or markdown: charts and dashboards, diagrams, flowcharts and architecture drawings, mockups, comparison grids, illustrations, interactive explainers ("explain how X works" with a visual), or tools with sliders, toggles, and live-updating displays — including financial data shown visually and requests phrased as "show me", "visualize", "draw", or "chart this".
  624. landing-page-conversion-audit github/awesome-copilot · score 63/100 (grade D)
    Audit a landing page, sales page or checkout page for conversion leaks and return a fix list ordered by expected revenue impact. Use when asked to review, critique or improve a landing page, sales page, opt-in page, product page or checkout flow, when conversion rate is low, when paid traffic is not converting, or when someone asks "why isn't this page converting" or wants a CRO / landing page review.
  625. marketing-campaign affaan-m/ECC · score 63/100 (grade D)
    End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the orchestration layer for multi-channel product launches. Use when planning or executing a multi-channel product launch, or producing landing page, email, social, or ad copy.
  626. marketing-campaign affaan-m/everything-claude-code · score 63/100 (grade D)
    End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the orchestration layer for multi-channel product launches. Use when planning or executing a multi-channel product launch, or producing landing page, email, social, or ad copy.
  627. nutrient-document-processing affaan-m/ECC · score 63/100 (grade D)
    Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images. Use when converting, OCRing, extracting from, redacting, signing, or filling documents via the Nutrient DWS API.
  628. nutrient-document-processing affaan-m/everything-claude-code · score 63/100 (grade D)
    Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images. Use when converting, OCRing, extracting from, redacting, signing, or filling documents via the Nutrient DWS API.
  629. premium-frontend-ui github/awesome-copilot · score 63/100 (grade D)
    A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.
  630. threat-model-analyst github/awesome-copilot · score 63/100 (grade D)
    Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architecture overviews, DFD diagrams, STRIDE-A analysis, prioritized findings, and executive assessments. (2) Incremental analysis — takes a previous threat model report as baseline, compares the codebase at the latest (or a given commit), and produces an updated report with change tracking (new, resolved, still-present threats), STRIDE heatmap, findings diff, and an embedded HTML comparison. Only activate when the user explicitly requests a threat model analysis, incremental update, or invokes /threat-model-analyst directly.
  631. threejs-game-ui-designer majidmanzarpour/threejs-game-skills · score 63/100 (grade D)
    Design premium Three.js game UI: HUDs, menus, overlays, pause/win/lose screens, settings, icon controls, touch UI, typography, responsive layout, safe areas, text fit, and UI/world cohesion.
  632. ui-ux-pro-max Galaxy-Dawn/claude-scholar · score 63/100 (grade D)
    This skill should be used when the user asks to design or review a UI, create a landing page or dashboard, choose colors or typography, improve accessibility, or implement polished frontend interfaces with a clear design system.
  633. cs-frontend-engineer alirezarezvani/claude-skills · score 62/100 (grade D)
    Frontend-engineering orchestrator. Walks the 7 Matt Pocock forcing questions (device, LCP target, rendering, bundle budget, SEO vs auth, design system, WCAG), picks the framework/rendering profile, forks into specialists (a11y-audit, apple-hig-expert, epic-design, performance-profiler, playwright-pro — listed alphabetically; workflow order is dependency-driven) rather than reimplementing their scope. Forks own context. Invoke via /cs-frontend-review or Agent({subagent_type:"cs-frontend-engineer",...}).
  634. Productboard Automation ComposioHQ/awesome-claude-skills · score 62/100 (grade D)
    Automate product management workflows in Productboard -- manage features, notes, objectives, components, and releases through natural language commands.
  635. react-audit-grep-patterns github/awesome-copilot · score 62/100 (grade D)
    Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this skill whenever running a migration audit - for both the react18-auditor and react19-auditor agents. Contains every grep pattern needed to find deprecated APIs, removed APIs, unsafe lifecycle methods, batching vulnerabilities, test file issues, dependency conflicts, and React 19 specific removals. Always use this skill when writing audit scan commands - do not rely on memory for grep syntax, especially for the multi-line async setState patterns which require context flags.
  636. react18-enzyme-to-rtl github/awesome-copilot · score 62/100 (grade D)
    Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten - shallow, mount, wrapper.find(), wrapper.simulate(), wrapper.prop(), wrapper.state(), wrapper.instance(), Enzyme configure/Adapter calls, or any test file that imports from enzyme. This skill covers the full API mapping and the philosophy shift from implementation testing to behavior testing. Always read this skill before rewriting Enzyme tests - do not translate Enzyme APIs 1:1, that produces brittle RTL tests.
  637. resume-formatter Paramchoudhary/ResumeSkills · score 62/100 (grade D)
    Ensure ATS-friendly formatting and create clean scannable layouts
  638. roll-forward anthropics/financial-services · score 62/100 (grade D)
    Build a roll-forward schedule for a balance-sheet account — beginning balance plus activity less reversals equals ending balance, with each component tied to GL. Use for month-end close packages and audit support.
  639. 20-andruia-niche-intelligence sickn33/antigravity-awesome-skills · score 61/100 (grade D)
    Usar tras definir el sector de un proyecto: prepara un dossier en español con contexto, normas aplicables, patrones UX y riesgos, distinguiendo fuentes verificadas de hipótesis.
  640. asc-shots-pipeline rudrankriyam/app-store-connect-cli-skills · score 61/100 (grade D)
    Orchestrate iOS screenshot automation with xcodebuild/simctl for build-run, AXe for UI actions, JSON settings and plan files, Koubou-based framing (`asc screenshots frame`), and screenshot upload (`asc screenshots upload`). Use when users ask for automated screenshot capture, AXe-driven simulator flows, frame composition, or screenshot-to-upload pipelines.
  641. bio-epidemiological-genomics-transmission-inference GPTomics/bioSkills · score 61/100 (grade D)
    Infers person-to-person transmission from pathogen genomes using outbreaker2, TransPhylo, phybreak, BadTrIP, SCOTTI, BEASTLIER, and SNP-distance / cluster-picker approaches (HIV-TRACE for HIV; transcluster). Defines outbreak clusters using pathogen-specific SNP thresholds (NOT a universal cutoff -- TB <=12 SNPs; MRSA <=15; C. difficile <=2; Klebsiella <=21), models within-host diversity and transmission bottlenecks, integrates contact-tracing data, distinguishes generation from serial interval, and attributes source via Bayesian source attribution (islandR). Use when investigating outbreaks for who-infected-whom, defining SNP-cluster outbreak definitions, accounting for unsampled intermediates, choosing between outbreaker2 (rich epi data) and TransPhylo (genomic-only after a dated phylogeny), running source attribution between host populations, calling HIV-TRACE thresholds appropriate to the local subtype, or distinguishing recent transmission from reactivation in TB or chronic HIV.
  642. fluid-design kemiljk/fluid-design · score 61/100 (grade D)
    Use this skill whenever building interfaces that should feel physically responsive, alive, and polished. Trigger for spring animations, gesture-driven UI, interruptible animations, physics-based motion, drag interactions, momentum scrolling, layout animations, shared element transitions, spatial UI, micro-interactions, haptic feel, or any request to make an interface feel alive, snappy, smooth, natural, polished, or less static. Also trigger when building interactive components (drawers, sheets, carousels, modals, accordions, reorderable lists) without specified animation, or any interactive prototype, component library, or design system.
  643. google-cloud-global-frontend-configuration google/skills · score 61/100 (grade D)
    Guides agents through a 6-step discovery process to design and deploy Google Cloud global external Application Load Balancers with Cloud CDN, Cloud Armor, and Service Extensions, mapping workload requirements to best-practice configurations. Use when: - Designing, configuring, or deploying a Google Cloud global external Application Load Balancer, Cloud CDN, Cloud Armor WAF, or Service Extensions. - Discovering existing Google Cloud resources (Cloud Storage, MIGs, GKE, Cloud Run) to use as backends. - Generating production-grade Terraform HCL or gcloud CLI scripts for global external Application Load Balancers. - Actuating deployments via Infrastructure Manager or bash scripts, including IAM pre-checks. - Detecting, analyzing, or reconciling configuration drift on deployed global external Application Load Balancers. Don't use for: - Non-Google Cloud load balancing or security configurations. - Purely regional or internal load balancing setups (unless part of a hybrid/failover global design).
  644. health-trend-analyzer sickn33/antigravity-awesome-skills · score 61/100 (grade D)
    分析一段时间内健康数据的趋势和模式。关联药物、症状、生命体征、化验结果和其他健康指标的变化。识别令人担忧的趋势、改善情况,并提供数据驱动的洞察。当用户询问健康趋势、模式、随时间的变化或"我的健康状况有什么变化?"时使用。支持多维度分析(体重/BMI、症状、药物依从性、化验结果、情绪睡眠),相关性分析,变化检测,以及交互式HTML可视化报告(ECharts图表)。
  645. hyperframes-registry heygen-com/hyperframes · score 61/100 (grade D)
    About 450 ready-made HyperFrames blocks and components installed as editable source - transitions, overlays, titles, kinetic type, captions, charts, map overlays, 3D, camera moves. Use it before hand-building any named visual (CRT scanlines, glitch, film grain, a chart); also for hyperframes add and catalog.
  646. make-interfaces-feel-better affaan-m/ECC · score 61/100 (grade D)
    Apply concrete design-engineering details that make interfaces feel polished. Use when reviewing or improving UI spacing, typography, borders, shadows, motion, hit areas, icons, text wrapping, and interaction states.
  647. make-interfaces-feel-better affaan-m/everything-claude-code · score 61/100 (grade D)
    Apply concrete design-engineering details that make interfaces feel polished. Use when reviewing or improving UI spacing, typography, borders, shadows, motion, hit areas, icons, text wrapping, and interaction states.
  648. mobile-native emilkowalski/skills · score 61/100 (grade D)
    Make a web app feel native on a phone — the small CSS and meta-tag fixes that separate "a website in a browser" from something that feels installed. Covers sticky hover states, tap highlight flashes, the 100vh bug, inputs that zoom the page, laggy taps, pull-to-refresh hijacking scroll, content under the notch, long-press selecting button text, carousels that scroll the wrong way, mismatched status bars, and the rule that you test on real hardware. Use when a web app is being built for or reviewed on mobile, when something "works in Chrome but feels wrong on my phone", when building a PWA, a bottom sheet, a carousel, a full-screen layout, or any touch interaction. For motion itself use animate; for React Native use animate-expo.
  649. nav-tieout anthropics/financial-services · score 61/100 (grade D)
    Tie an LP statement to the fund's NAV pack — recompute the LP's capital account from the NAV components and flag any line that doesn't agree. Use before LP statements are distributed.
  650. seam-craft heygen-com/hyperframes · score 61/100 (grade D)
    Render-correctness doctrine for scene-to-scene seams in HyperFrames launch videos — the prerequisites that make transitions composite correctly on the master timeline. Load when assembling the master timeline / index.html, when a white flash appears at a cut or crossfade seam (especially on dark films), when reasoning about why a transition opacity dip shows through, or when verifying the render-side mechanics of how overlapping scene wrappers blend. Covers the opaque stage-ground (#root background) white-flash guard and how the injector overlaps wrappers, holds final frames, ping-pongs tracks, and stamps lint-clean template code onto the master timeline. Does NOT contain the per-transition catalog — see the transition registry for individual transition entries.
  651. slides nextlevelbuilder/ui-ux-pro-max-skill · score 61/100 (grade D)
    Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies.
  652. ask-sonner emilkowalski/skills · score 60/100 (grade D)
    Guide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call, promise and loading toasts, updating, dismissing and persisting toasts, styling, theming and icons, positioning and multiple toasters. Use when working with Sonner or troubleshooting it — toasts that don't appear, appear twice, lose their styles, ignore Tailwind classes, sit behind a modal, or don't follow dark mode.
  653. bio-experimental-design-randomization-blocking GPTomics/bioSkills · score 60/100 (grade D)
    Structures biological experiments so inference is valid by construction, covering Fisher's principles (randomization, replication, local control), the experimental-vs-observational unit distinction and pseudoreplication (Hurlbert 1984; Lazic 2018), randomization mechanics (complete, restricted, stratified, rerandomization, run-order), blocking layouts (randomized complete block, Latin square, incomplete block), factorial designs and interactions, and the split-plot/nested error strata hidden inside multi-batch genomics. Use when deciding the experimental unit and what counts as a replicate, planning randomization and run order, choosing a blocked/factorial/split-plot/nested layout, avoiding pseudoreplication in cell-culture or animal studies, or specifying the random-effects structure of the analysis model. For assigning samples to sequencing batches/lanes/plates and batch-effect correction see experimental-design/batch-design; for regulated clinical-trial randomization see clinical-biostatistics.
  654. etf-premium himself65/finance-skills · score 60/100 (grade D)
    Calculate an ETF's premium or discount to NAV from Yahoo Finance data (yfinance), compare or screen ETFs by premium, explain why a gap exists, and decompose a sudden ETF move into NAV-driven vs structural components (dealer gamma exposure, blocked AP arbitrage, sentiment). Use this skill whenever the user asks whether an ETF trades above or below NAV, compares ETF premiums or discounts, screens for the biggest ones, asks about ETF arbitrage or premium convergence, or wants to know why an ETF jumped or diverged from its holdings — including gamma squeezes, dealer gamma exposure (GEX), and blocked creation/redemption. Especially relevant for leveraged, inverse, international, bond, commodity, and crypto ETFs (IBIT, BITO, HYG, KWEB).
  655. persona alirezarezvani/claude-skills · score 60/100 (grade D)
    Generate data-driven user personas for UX research and product design. Usage: /persona generate [options]
  656. react18-batching-patterns github/awesome-copilot · score 60/100 (grade D)
    Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use this skill whenever a class component has multiple setState calls in an async method, inside setTimeout, inside a Promise .then() or .catch(), or in a native event handler. Use it before writing any flushSync call - the decision tree here prevents unnecessary flushSync overuse. Also use this skill when fixing test failures caused by intermediate state assertions that break after React 18 upgrade.
  657. threejs-react-three-fiber cloudai-x/threejs-skills · score 60/100 (grade D)
    Building three.js scenes from React with React Three Fiber and drei: renderer setup, the scene graph as JSX, frame-loop, state and loading hooks, pointer events, and adaptive performance, on WebGL or with WebGPU and TSL. Use when writing React components that render three.js.
  658. bigquery-ai-ml google/skills · score 59/100 (grade D)
    Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform time-series forecasting, predict values, detect outliers or anomalies, find key drivers, perform semantic search or vector search, classify text, calculate similarity, summarize content, translate language, evaluate models, filter by semantic conditions, measure the causal effect of an intervention, compute correlations between columns, detect change points or structural breaks, extract trend or seasonality components, or leverage generative AI capabilities in BigQuery. Do not use for general BigQuery dataset, table, or job management requests.
  659. design-system affaan-m/ECC · score 59/100 (grade D)
    Generate a design system from an existing codebase or audit one for visual consistency: extract tokens (colors, typography, spacing, shadows) into design-tokens.json and CSS custom properties with DESIGN.md rationale and an interactive HTML preview, score the UI across 10 dimensions, and flag AI-slop patterns. Use when starting a design system, auditing visual consistency before a redesign, or reviewing a PR that touches styling.
  660. design-system affaan-m/everything-claude-code · score 59/100 (grade D)
    Generate a design system from an existing codebase or audit one for visual consistency: extract tokens (colors, typography, spacing, shadows) into design-tokens.json and CSS custom properties with DESIGN.md rationale and an interactive HTML preview, score the UI across 10 dimensions, and flag AI-slop patterns. Use when starting a design system, auditing visual consistency before a redesign, or reviewing a PR that touches styling.
  661. liquid-glass-design affaan-m/ECC · score 59/100 (grade D)
    iOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit. Use when building iOS 26 Liquid Glass UI in SwiftUI, UIKit, or WidgetKit.
  662. liquid-glass-design affaan-m/everything-claude-code · score 59/100 (grade D)
    iOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit. Use when building iOS 26 Liquid Glass UI in SwiftUI, UIKit, or WidgetKit.
  663. syndic romainsimon/paperasse · score 59/100 (grade D)
    Gère un parc de copropriétés en France avec vue portfolio consolidée. Couvre administration, comptabilité (décret 2005, plan comptable copro, 5 annexes), assemblées générales (convocation, PV, notification), appels de fonds, travaux, fournisseurs, recouvrement d'impayés et transition de syndic. Maîtrise les majorités (art. 24, 25, 25-1, 26), le fonds de travaux (art. 14-2), le privilège immobilier (art. 19-2) et l'immatriculation RNC. Intégration Qonto pour le rapprochement bancaire. Utilisé pour toute question liée à la copropriété, au syndic bénévole ou coopératif, aux charges, tantièmes, AG, ou au droit de la copropriété (loi 1965, ALUR, ELAN).
  664. hyperframes heygen-com/hyperframes · score 58/100 (grade D)
    Read first to make, edit, animate or render any video with HyperFrames (HTML rendered to video), including launch films, explainers, music videos, charts, maps, vertical clips, title cards, captions and overlays. Holds the render contract, the work loop and what each kind of video needs.
  665. pick-ui-library emilkowalski/skills · score 58/100 (grade D)
    Pick the right library for a given frontend task from a curated, opinionated list — numbers, OTP inputs, charts, command menus, virtualization, drag and drop, toasts, state, styling, and more. Only runs when explicitly invoked; it does not trigger on its own.
  666. remotion-video-creation affaan-m/ECC · score 58/100 (grade D)
    Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and more. Use when building video in React with Remotion — animations, audio, captions, charts, or transitions.
  667. remotion-video-creation affaan-m/everything-claude-code · score 58/100 (grade D)
    Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and more. Use when building video in React with Remotion — animations, audio, captions, charts, or transitions.
  668. defuddle kepano/obsidian-skills · score 57/100 (grade D)
    Extract clean Markdown from HTML pages with Defuddle CLI.
  669. react18-lifecycle-patterns github/awesome-copilot · score 57/100 (grade D)
    Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and componentWillUpdate - targeting React 18.3.1. Use this skill whenever a class component needs its lifecycle methods migrated, when deciding between getDerivedStateFromProps vs componentDidUpdate, when adding getSnapshotBeforeUpdate, or when fixing React 18 UNSAFE_ lifecycle warnings. Always use this skill before writing any lifecycle migration code - do not guess the pattern from memory, the decision trees here prevent the most common migration mistakes.
  670. react18-string-refs github/awesome-copilot · score 57/100 (grade D)
    Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever migrating string ref usage - including single element refs, multiple refs in a component, refs in lists, callback refs, and refs passed to child components. Always use this skill before writing any ref migration code - the multiple-refs-in-list pattern is particularly tricky and this skill prevents the most common mistakes. Use it for React 18.3.1 migration (string refs warn) and React 19 migration (string refs removed).
  671. cs-engineer-grill alirezarezvani/claude-skills · score 55/100 (grade D)
    Cross-role engineering grill — Matt Pocock 7 questions per role × 3 roles (fullstack / frontend / backend) = up to 21 forcing questions, one per turn, with canon citations and kill criteria. Default: ask which lane first; `--all` runs all 21.
  672. cs-frontend-review alirezarezvani/claude-skills · score 54/100 (grade D)
    Frontend engineering review — walks the 7 Matt Pocock forcing questions (device, LCP target, rendering, bundle budget, SEO vs auth, design system, WCAG), picks the framework + rendering profile, forks into specialists (a11y-audit, performance-profiler, epic-design). Invokes the cs-frontend-engineer agent with context fork.
  673. design-style-skill MiniMax-AI/skills · score 54/100 (grade D)
    Select a consistent visual design system for PPT slides using radius/spacing style recipes. Use when users ask for overall style direction or component styling consistency. Includes Sharp/Soft/Rounded/Pill recipes, component mappings, typography/spacing rules, and mixing guidance. Triggers: 风格, style, radius, spacing, 圆角, 间距, PPT风格, 视觉风格, design style, component style.
  674. oversized-cursor heygen-com/hyperframes · score 54/100 (grade D)
    House-style oversized macOS cursor technique for HyperFrames launch videos. Load whenever a scene involves cursors or a pointer-led action, when kicking off a UI scene, when igniting a morph/transition/typing run with a click, or when a scene reads as static, dead, or stale and needs a cheap high-yield source of motion to carry the viewer's eye and segment them out of the stale state. Covers cursor size/look (incl. brand-motif cursors), the off-screen entry law, tip-targeting and the click tap, click-ignites-the-next-beat, and exit / cross-scene handoff.