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growupanand

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, Google, etc.), streaming, tool calling, structured output, or embeddings, (4) Use React hooks like useChat or useCompletion. Triggers on: AI SDK, Vercel AI SDK, generateText, streamText, add AI to my app, build an agent, tool calling, structured output, useChat.

AbdullahMalik17

Comprehensive project design and ideation skill for AI/ML and web/mobile applications. Use when users present initial project ideas that need enhancement, architectural guidance, technology stack recommendations, feature expansion, or implementation strategy. Triggers include requests like help me design a [project type], I want to build [concept] but need to flesh out the idea, what features should I add to [project], recommend a tech stack for [idea], or enhance my project concept. Provides structured design thinking, architectural patterns, feature frameworks, and technology recommendations through progressive disclosure of specialized reference materials.

mims-harvard

Router skill for ToolUniverse tasks. First checks if specialized tooluniverse skills (54 skills covering disease/drug/target research, clinical decision support, genomics, transcriptomics, single-cell analysis, variant analysis, phylogenetics, statistical modeling, image analysis, epigenomics, chemical safety, systems biology, multi-omics integration, proteomics, metabolomics, spatial omics, immune repertoire analysis, and more) can solve the problem, then falls back to general strategies for using 1400+ scientific tools. Covers tool discovery, multi-hop queries, comprehensive research workflows, disambiguation, evidence grading, and report generation. Use when users need to research any scientific topic, find biological data, or explore drug/target/disease relationships.

majiayu000

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.

Galaxy-Dawn

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.

overtimepog

Implement comprehensive input validation on server-side with complementary client-side validation for user experience, using allowlists, type checking, and sanitization to prevent injection attacks. Use this skill when validating user inputs, form data, API requests, file uploads, query parameters, or any external data entering the application. Apply this skill when implementing server-side validation as the primary security layer, adding client-side validation for immediate user feedback, validating data types and formats, checking ranges and required fields, sanitizing inputs to prevent SQL injection and XSS attacks, using allowlists over blocklists, providing field-specific error messages, or enforcing business rules at appropriate application layers. This skill ensures validation happens at all entry points consistently, security is never dependent on client-side checks alone, users receive helpful immediate feedback, and data integrity is maintained through multiple layers of validation.

Trimud

Storefront Next frontend development assistant for the React 19 + React Router 7 + Tailwind CSS 4 e-commerce app in frontend/. Use this skill whenever working on files under frontend/ — React components, routes, hooks, providers, adapters, Page Designer decorators, extensions, configuration, Storybook stories, unit tests (Vitest), or any SCAPI integration code. Also trigger when the user references SCAPI, React Server Components in this project, the adapter pattern, Page Designer metadata generation, the config system (config.server.ts), file-based routing, Radix UI primitives, Zustand stores, or the extension system — even without saying frontend explicitly. Covers: RSC data loading patterns, adapter registry, decorator-based metadata generation, environment-overridable config, Tailwind design tokens, i18n with react-i18next, form validation (React Hook Form + Zod), Storybook 10 stories and tests, and Vitest unit testing. Do NOT use for backend/ directory files (SFRA, ISML, dw.* APIs, cartridge code, npm commands).