向量嵌入
向量检索与嵌入工作流
biorxiv-search
yorkeccak
Search bioRxiv biology preprints with natural language queries. Semantic search powered by Valyu.
obsidian-vault-search
ElliotJLT
Searches an Obsidian vault intelligently — combines CLI search, frontmatter filtering, content grep, and wikilink traversal. Goes beyond keyword search to find notes by property, by link, by folder, and by content. Activates on "find in vault", "search vault", "which note has", "where did I write about", or when looking for specific notes in Obsidian.
chembl-search
yorkeccak
Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic search.
clinical-trials-search
yorkeccak
Search ClinicalTrials.gov with natural language queries. Find clinical trials, enrollment, and outcomes using Valyu semantic search.
zero-in
ElliotJLT
Before searching a codebase, forces you to zero in on the target: what exactly are you looking for, what would it look like, where would it live, what else might it be called. Activates on "find", "where is", "search for", or when exploration begins. Prevents grep-and-pray.
patents-search
yorkeccak
Search global patents with natural language queries. Prior art, patent landscapes, and innovation tracking via Valyu.
medrxiv-search
yorkeccak
Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.
open-targets-search
yorkeccak
Search Open Targets drug-disease associations with natural language queries. Target validation powered by Valyu semantic search.
unifuncs-search
UniFuncs
使用 UniFuncs API 进行实时网络搜索，支持全球和中国地域，获取最新网络内容和新闻。当用户需要搜索、查找、联网获取信息时使用。
x-twitter
alberduris
Interact with X (Twitter) API v2. Post tweets, search, engage, moderate, and analyze â all from your AI agent. Full 31-command skill for Twitter/X automation.
cli-router
Zpankz
Routes tasks to locally installed CLI tools using semantic matching. Triggers on tasks requiring shell commands, file operations, code search, data processing, visualization, or external tool invocation. Uses cli-index for semantic routing.
data-router
Zpankz
Routes data processing, knowledge graph, and analytics tasks. Triggers on graph, vector, knowledge, ontology, process, batch, etl, database, query, csv, json.
Generate SVG
b-open-io
This skill should be used when the user asks to "generate SVG", "create SVG", "make a logo", "create vector graphics", "generate icon", "make vector illustration", or needs scalable vector graphics generated via AI.
zotero-mcp-code
kerim
Search Zotero library using code execution for efficient multi-strategy searches without crash risks. Use this skill when the user needs comprehensive Zotero searches with automatic deduplication and ranking.
seo-content
mfwarren
Production-ready entrepreneurship skills for Claude Code — marketing, sales, operations, finance, and leadership. 24 skills built by a founder, for founders.
embedding-pipeline-builder
patricio0312rev
Builds document embedding pipelines with text chunking, embedding generation, indexing, and retrieval optimization. Use when users request "embedding pipeline", "document indexing", "text chunking", "RAG preprocessing", or "semantic indexing".
doc-to-vector-dataset-generator
patricio0312rev
Converts documents into clean, chunked datasets suitable for embeddings and vector search. Produces chunked JSONL files with metadata, deduplication logic, and quality checks. Use when preparing "training data", "vector datasets", "document processing", or "embedding data".
rag-pipeline-builder
patricio0312rev
Designs retrieval-augmented generation pipelines for document-based AI assistants. Includes chunking strategies, metadata schemas, retrieval algorithms, reranking, and evaluation plans. Use when building "RAG systems", "document search", "semantic search", or "knowledge bases".
vector-db-setup
patricio0312rev
Sets up vector databases for semantic search including Pinecone, Chroma, pgvector, and Qdrant with embedding generation and similarity search. Use when users request "vector database", "semantic search", "embeddings storage", "Pinecone setup", or "similarity search".
zai-orchestrator
tianxiao1430-jpg
A senior architect-level skill that coordinates Vision, Search, and Zread to solve complex engineering problems.
search-expert
tianxiao1430-jpg
Advanced research skills using Z.AI Web Search Prime to synthesize technical information.
zread-expert
tianxiao1430-jpg
Deep repository analysis skill for Z.AI Zread MCP.
pentest-hacktricks-finder
crtvrffnrt
Search and retrieve pentesting, red teaming, and security research information from the HackTricks wiki (book.hacktricks.wiki). Use for payloads, methodologies, bypasses, and edge-case behaviors across web, network, cloud, and application security topics.
academic-search
HyunjunJeon
Search academic paper repositories (arXiv, Semantic Scholar) for scholarly articles in physics, mathematics, computer science, quantitative biology, AI/ML, and related fields