向量嵌入
向量检索与嵌入工作流
memory
yonatangross
"Read-side memory operations: search, recall, load, sync, history, visualize. Use when searching past decisions, loading session context, or viewing the knowledge graph."
bedrock
itsmostafa
AWS Bedrock foundation models for generative AI. Use when invoking foundation models, building AI applications, creating embeddings, configuring model access, or implementing RAG patterns.
protocol
SimHacker
"Protocol names ARE K-lines."
ai-sdk
nuxt-content
'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, or tools, (2) Want to build AI agents, chatbots, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, etc.), streaming, tool calling, or structured output.'
seo-geo
ReScienceLab
SEO & GEO (Generative Engine Optimization) for websites. Analyze keywords, generate schema markup, optimize for AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude) and traditional search (Google, Bing). Use when user wants to improve search visibility, search optimization, search ranking, AI visibility, ChatGPT ranking, Google AI Overview, indexing, JSON-LD, meta tags, or keyword research.
context-optimization
BasedHardware
"Effective use of @ mentions, context window optimization, and semantic search strategies. Use for managing context efficiently and providing targeted references."
active-campaign-automation
ComposioHQ
"Automate ActiveCampaign tasks via Rube MCP (Composio). Always search tools first for current schemas."
abuselpdb-automation
ComposioHQ
"Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas."
adobe-automation
ComposioHQ
"Automate Adobe tasks via Rube MCP (Composio). Always search tools first for current schemas."
agenty-automation
ComposioHQ
"Automate Agenty tasks via Rube MCP (Composio). Always search tools first for current schemas."
-2chat-automation
ComposioHQ
"Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas."
agencyzoom-automation
ComposioHQ
"Automate Agencyzoom tasks via Rube MCP (Composio). Always search tools first for current schemas."
adrapid-automation
ComposioHQ
"Automate Adrapid tasks via Rube MCP (Composio). Always search tools first for current schemas."
addresszen-automation
ComposioHQ
"Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas."
-21risk-automation
ComposioHQ
"Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas."
accredible-certificates-automation
ComposioHQ
"Automate Accredible Certificates tasks via Rube MCP (Composio). Always search tools first for current schemas."
agentql-automation
ComposioHQ
"Automate Agentql tasks via Rube MCP (Composio). Always search tools first for current schemas."
ably-automation
ComposioHQ
"Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas."
brave-search
steipete
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
design-tokens-structure
dylantarre
Architects token systems with primitive, semantic, and component layers. Use when structuring tokens from scratch, adding multi-theme support, setting up token aliasing, or organizing token hierarchies.
dark-mode
dylantarre
Implements theme switching with semantic tokens and prefers-color-scheme detection. Use when adding dark mode, light/dark themes, color scheme toggles, or converting hardcoded colors to theme-aware tokens.
chembl-database
jimmc414
"Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry."
literature-review
jimmc414
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
few-shot-example-gen
a5c-ai
Few-shot example generation and optimization for improved LLM performance