向量嵌入
向量检索与嵌入工作流
ai-tech-summary
tiangong-ai
Retrieve time-windowed RSS evidence from SQLite and let the agent produce final summaries using RAG over selected records and fields. Use when generating daily, weekly, monthly, or custom-range AI tech digests directly in agent responses instead of fixed template reports.
recall
rocky2431
Search and manage cross-session memory. Query past sessions by keyword, semantic similarity, or hybrid search. Save summaries and tags for future recall.
adk
botpress
a set of guidelines to build with Botpress's Agent Development Kit (ADK) - use these whenever you're tasked with building a feature using the ADK
upstash/search TypeScript SDK
upstash
Entry point for documentation skills covering Upstash Search quick starts, core concepts, and TypeScript SDK usage. Use when a user asks how to get started, how indexing works, or how to use the TS client.
Litdb Expert Skill
jkitchin
Expert assistant for using litdb - a literature and document database for scientific research
notion-research-documentation
makenotion
Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper citations and actionable insights.
weather
JinFanZheng
Weather/current-conditions verification workflow. Use when user asks for weather, temperature, forecast, rain/snow/wind, typhoon alerts, air quality, or other time-sensitive local conditions. Requires location + source links + local update/publish time; NEVER fabricate.
news
JinFanZheng
News briefing + verification workflow. Use when the user asks for news, headlines, daily briefing, “today's news”, “latest updates”, breaking news, or requests specific current numbers/events that require reliable sources and timestamps. Requires source links + local published time; NEVER fabricate.
gather
corca-ai
"Unified information acquisition that stabilizes context before reasoning: URL auto-detect (Google/Slack/Notion/GitHub/web), web search (Tavily/Exa), and local codebase exploration. Triggers: \"cwf:gather\", \"gather <url>\", \"web search\", \"code search\""
beepctl
blqke
Use when sending messages, searching chats, or managing conversations across messaging platforms (Telegram, WhatsApp, Slack, iMessage, etc.) via Beeper Desktop API.
Clude Memory MCP
sebbsssss
MCP server for Clude's 4-tier cognitive memory system — store, recall, search, and dream. Built on Supabase + pgvector with type-specific decay, Hebbian association graphs, and on-chain commitment via Solana.
secure-web-search
ronnycoding
Guide for performing secure web searches with privacy protection, source verification, and information validation. Use when the user wants to search the web securely, verify sources, fact-check information, or mentions secure search, privacy, source validation, or web research.
odoo
marcfargas
Odoo ERP integration - connect, introspect, and automate your Odoo instance
mem0-fastapi-integration
vanman2024
Memory layer integration patterns for FastAPI with Mem0 including client setup, memory service patterns, user tracking, conversation persistence, and background task integration. Use when implementing AI memory, adding Mem0 to FastAPI, building chat with memory, or when user mentions Mem0, conversation history, user context, or memory layer.
scraperapi-mcp
scraperapi
Knowledge base for the 22 ScraperAPI MCP tools. Covers scrape, Google (search, news, jobs, shopping, maps), Amazon (product, search, offers), Walmart (search, product, category, reviews), eBay (search, product), Redfin (for_sale, for_rent, search, agent), and crawler tools. Provides tool selection, parameter optimization, credit cost guidance, and error recovery. Trigger on: ScraperAPI tools, web scraping, Google queries, Amazon/Walmart/eBay e-commerce lookups, Redfin real estate data, crawler configuration, SERP monitoring, price comparison, or when unsure which ScraperAPI tool to use.
fact-check
CyranoB
Verify claims and statements by searching for supporting and contradicting evidence, then deliver a clear verdict with confidence level and sources. Use this skill when the user asks to fact-check something, verify a claim, check if something is true, or questions the accuracy of a statement. Trigger on phrases like "is it true that X", "fact check this", "verify this claim", "is X really Y", "I heard that X — is that accurate?", "can you confirm that X", "someone told me X", or "this article says X, is that right?". Don't trigger for general research questions or product comparisons — only when the user has a specific claim they want verified.
Retrieve relevant information through RAG
run-llama
Leverage Retrieval Augmented Generation to retrieve relevant information from a a LlamaCloud Index. Requires the llama_cloud_services package and LLAMA_CLOUD_API_KEY as an environment variable.
upstash/vector TypeScript SDK Skil
upstash
Provides quick-start guidance and a unified entry point for Vector features, SDK usage, and integrations. Use when users ask how to work with Vector, its TS SDK, features, or supported frameworks.
x-collect
kangarooking
Collect and research materials for X (Twitter) content creation using multi-round web search strategy. Use when user wants to gather trending topics, research subjects for X posts, or mentions "collect materials", "research topic", "find content for X", "x-collect". Performs 4-round deep research mimicking human research workflow.
lsp-code-analysis
lsp-client
Semantic code analysis via LSP. Navigate code (definitions, references, implementations), search symbols, preview refactorings, and get file outlines. Use for exploring unfamiliar codebases or performing safe refactoring.
Ai Observability
omer-metin
Agent Memory Systems
omer-metin
Algolia Search
omer-metin
Ai Product
omer-metin