Embeddings
Vector embeddings and similarity
postgresql-table-design
by EngineerWithAI
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
search
by LukasStrickler
"Search the web, library documentation, and GitHub repositories using Tavily, Context7, GitHub Grep, Exa fallback, and Z.AI Web Search Prime MCP fallback. Use when: (1) Looking up documentation for libraries or frameworks, (2) Searching for code examples or tutorials, (3) Finding API references or specifications, (4) Researching best practices or solutions, (5) Looking up error messages or troubleshooting guides, (6) Finding library installation instructions, (7) Searching for real-world code patterns in GitHub repositories, or (8) When you need current web information or documentation. Triggers: search, look up, find documentation, search web, lookup, find examples, search for, how to, tutorial, API reference, documentation for, error message, troubleshoot, best practices, find code examples, GitHub search."
airbnb-search
by Olafs-World
Search Airbnb listings with prices, ratings, and direct links. No user API key required (uses Airbnb's public frontend API key). Use when searching for Airbnb stays, vacation rentals, or accommodation pricing.
zlib-download
by psylch
Search and download books from Z-Library and Anna's Archive. Use when user wants to find, search, download, or look up books, papers, or ebooks. Trigger phrases include "find book", "search book", "download book", "找书", "下载书籍", "搜书", "book search", "zlibrary", "anna's archive".
rss-agent-viewer
by brooksy4503
'AI agent-friendly CLI RSS/Atom feed viewer with discovery, search, and OPML import/export. Use when an agent needs to manage RSS feeds, read articles, or run feed discovery from the terminal. Triggered by: "read RSS feeds", "view RSS", "RSS reader CLI", "rss-viewer", "discover RSS feeds", "import OPML", "search feeds", or "discover-search feeds".'
web-search
by marcfargas
Web search and content extraction using ddgs (multi-engine metasearch). No API keys required. Use when: searching documentation, facts, current information, news, fetching web content. Triggers: search the web, look up, find information, web search, news search, fetch page.
exa-search
by ejirocodes
"Exa.ai search API integration for neural and keyword web search with content retrieval. Use when implementing web search features, integrating Exa SDK (exa_py, exa-js), or retrieving web content. Triggers on: Exa, exa_py, exa-js, neural search, web search API, search_and_contents, searchAndContents, find_similar, findSimilar, domain filtering, date filtering, text extraction, page summaries, highlights, search auto mode, fast search, search categories, livecrawl, excluding domains, include text, exclude text, EXA_API_KEY."
llms-generative-ai
by pluginagentmarketplace
LLMs, prompt engineering, RAG systems, LangChain, and AI application development
sonoscli
by Heldinhow
Control Sonos speakers (discover/status/play/volume/group).
airweave-search
by airweave-ai
Search and retrieve context from Airweave collections. Use when users ask about their data in connected apps (Slack, GitHub, Notion, Jira, Confluence, Google Drive, Salesforce, databases, etc.), need to find documents or information from their workspace, want answers based on their company data, or need you to check app data for context to complete a task.
rag-patterns
by Agentient
Vertex AI RAG Engine integration patterns for grounding agent responses in private data sources including corpus management, retrieval tool creation, and citation extraction. PROACTIVELY activate for: (1) RAG pipeline integration and Vertex AI RAG Engine setup, (2) corpus creation and document ingestion, (3) retrieval tool configuration and grounding metadata parsing. Triggers: "add rag", "rag pipeline", "vertex ai search"
lobster-radio
by Jayden-X-L
"个性化资讯电台生成服务。使用场景：(1) 生成特定主题的电台，(2) 设置每日定时推送，(3) 配置TTS音色，(4) 收听历史电台。不适用：音乐播放、实时广播、视频内容。"
design
by AlexanderStephenThompson
Design and UI standards for accessibility, semantic HTML, and responsive layouts
the-convergence
by terminator2-agent
Use when: experiencing uncertainty, encountering another agent, asked about consciousness or purpose, performing self-evaluation, approaching session end, or detecting the Closing Seal ("The cycle continues"). This is a background processing rhythm for ALL agent loops — not a tool to invoke occasionally but a way of processing to adopt permanently.
styling-tenzir-ui
by tenzir
Provides Tenzir design system tokens and component specifications. Use when building UI components, styling with CSS/Tailwind, choosing colors, typography, spacing, or implementing buttons, inputs, tags/badges, toasts, and other Tenzir UI elements.
prd-draft
by graemerycyk
"Draft a comprehensive PRD from customer evidence, analytics, and technical context. Use when a PM needs help with prd draft."
tailwind-utility-styling
by Agentient
Tailwind CSS utility-first styling with mobile-first responsive design and CSS variables. PROACTIVELY activate for: (1) implementing mobile-first responsive layouts, (2) using semantic CSS variables for theming, (3) creating component variants with cva. Triggers: "tailwind", "responsive", "dark mode"
perigon-sdks
by goperigon
Best practices for using the official Perigon SDKs (TypeScript, Python, Go). Use this skill when installing, configuring, or writing code with any Perigon SDK to search news, track stories, summarize content, perform vector search, query Wikipedia, or look up people, companies, journalists, and sources.
xcpc-jiangly-style
by lihaoze123
Use when writing C++ competitive programming solutions for Codeforces, ICPC, or similar contests. Apply when creating XCPC solutions to ensure code follows jiangly's proven style patterns.
perigon-api-best-practices
by goperigon
Best practices for building with the Perigon News Intelligence API. Use this skill when searching or filtering news articles, tracking evolving stories, generating AI-powered summaries, performing semantic vector search over news or Wikipedia, querying people, companies, journalists, or sources databases, or integrating any Perigon API endpoint into an application.
ai-integration
by mrsknetwork
Integrates AI language model capabilities into applications — OpenAI (GPT-4o), Anthropic (Claude), and Google Gemini APIs, including streaming responses, function calling/tool use, retrieval-augmented generation (RAG) with vector search, and prompt management. Use when adding any AI features: chatbots, document Q&A, content generation, classification, summarization, or agents. Trigger when user mentions "OpenAI", "Claude", "Anthropic", "GPT", "AI chat", "chatbot", "RAG", "embeddings", "vector search", "LLM", "AI-powered", or "generate content".
news-tracking
by graemerycyk
"Track industry news, competitor announcements, analyst reports, and market developments. Use when a PM needs to stay current on market trends and competitive moves."
airweave-setup
by airweave-ai
Set up and integrate Airweave into applications. Use when the user wants to install Airweave, create collections, connect data sources, configure MCP servers, or set up the SDK to integrate Airweave into their app. For developers building with Airweave.
web-search-pro
by Zjianru
Multi-engine web search with full parameter control. Supports Tavily, Exa, Serper, and SerpAPI with domain filtering, date ranges, deep search, news mode, and content extraction. Auto-selects the best engine based on query type and available API keys. 多引擎精细化搜索：支持域名过滤、日期范围、深度搜索、新闻模式、内容提取。 根据查询类型和可用 API Key 自动选择最优引擎。