向量嵌入
向量检索与嵌入工作流
robotframework-libdoc-search
manykarim
Search Robot Framework library/resource/suite documentation to find matching keywords for a use case. Use when asked to find keywords, search libdoc, match a use case to keywords, or scan multiple libraries/resources for relevant keywords.
clip
wundercorp
Zero-shot image classification and image-text search.
neuroskill-bci
wundercorp
"Use live BCI cognitive and mood state from NeuroSkill."
faiss
wundercorp
Fast vector similarity search at billion scale.
pinecone
wundercorp
Managed vector DB for production RAG and search.
chroma
wundercorp
Embedding database for RAG and semantic search.
qdrant
wundercorp
Vector search engine for production RAG systems.
dspy
wundercorp
"DSPy: declarative LM programs, auto-optimize prompts, RAG."
Pinecone Research — Agent RAG & Long-Term Memory
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
DSPy: Declarative Language Model Programming
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
Qdrant - Vector Similarity Search Engine
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
CLIP - Contrastive Language-Image Pre-Training
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
Chroma - Open-Source Embedding Database
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
QMD — Query Markup Documents
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
Pinecone - Managed Vector Database
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
FAISS - Efficient Similarity Search
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
NeuroSkill BCI Integration
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
NeMo Curator - GPU-Accelerated Data Curation
openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
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.
durable-ui
sailscastshq
Durable UI patterns for modern web development — persisting client-side state across page loads, browser sessions, and shareable URLs. Use this skill when implementing localStorage persistence, URL query parameter state, form draft auto-save, multi-step wizard persistence, click-outside dismissal, modal/dialog backdrop patterns, or any client-side state and interaction pattern that should be resilient and well-behaved. Works with React, Vue, and Svelte.
maishou
aahl
获取商品在淘宝(Taobao)、天猫(TMall)、京东(JD.com)、拼多多(PinDuoDuo)、抖音(Douyin)、快手(KaiShou)的最优价格、优惠券的技能，商品价格全网对比，当用户想购物或者获取优惠信息时使用。Get the best price, coupons for goods on Chinese e-commerce platforms, compare product prices, and use when users want to shop or get discount information.
mcp-duckgo
aahl
Skills for web search and content scraping via DuckDuckGo MCP Server. Used when users need online searching and web scraping.
lifecyclemodel-hybrid-search
tiangong-lca
Execute and troubleshoot Supabase edge function lifecyclemodel_hybrid_search, which rewrites lifecycle model descriptions and calls hybrid_search_lifecyclemodels with optional filters. Use when validating lifecycle-model query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
embedding-ft
tiangong-lca
Execute and troubleshoot Supabase edge function embedding_ft that consumes PGMQ embedding jobs, calls AWS SageMaker embeddings, and writes vectors back to Postgres. Use when validating job payload handling, investigating failed embeddings, tuning ack semantics, or adjusting worker auth/environment.