Embeddings
Vector embeddings and similarity
citation-linker
by MVPGFC
将文本中的伪引用标识（如 [1]、[10]）关联到真实学术论文。 基于 OpenAlex API（默认），支持扩展接入其他学术数据源（arXiv、Semantic Scholar、CrossRef 等）。 覆盖全球学术论文（物理、工程、地球科学、医学、计算机、农业等全学科）。 当用户提供包含 [数字] 格式引用标记的文本，并需要将这些引用关联到真实论文时触发。
memory-workflow
by VeriTeknik
"Guide the memory session lifecycle - start sessions, record observations, search memories, and end sessions with Z-reports. Use when working with Plugged.in memory system."
memory-forget
by VeriTeknik
"Delete specific memories or clear memory categories. Use with caution - forgotten memories cannot be recovered."
Open Education Hub Deep Dives
by cdeistopened
61 modular Claude Code skills for content creators. Writing, voice, video, podcast, design, research, and more.
rag-context
by VeriTeknik
"Search the user's knowledge base for relevant documentation, guides, and reference material. Use when you need information that might be in uploaded documents."
xhs-search-workflow
by chinatsu1124
使用内置 JS 签名与 Cookie 鉴权运行独立的小红书数据工作流，适用于搜索、提取、导出和创作者数据采集；当需要脱离原仓库稳定复用 Spider_XHS 核心能力时使用。 Use this skill to run a standalone Xiaohongshu workflow with bundled JS signing assets and cookie auth for search, extraction, export, and creator data collection when you need Spider_XHS-derived capabilities without depending on the original repository.
memory-search
by VeriTeknik
"Search past memories semantically. Returns summaries first, use memory-details for full content."
platform-tools
by VeriTeknik
"Complete reference for all Plugged.in MCP tools - memory, knowledge base, clipboard, documents, and notifications. Use when you need to know what tools are available."
research
by acking-you
Structured web research with multi-source validation. Output reports with complete citation links. Focus on key results, verify information quality.
search-x
by mvanhorn
Search X/Twitter in real-time using Grok. Find tweets, trends, and discussions with citations.
obsidian-manager
by krishagel
Manage Obsidian vault for persistent knowledge storage, search, and retrieval
brave-search
by bdmorin
"Brave Search REST API covering web, news, images, videos, suggest, spellcheck, local POIs, rich results, AI summarizer, LLM context (RAG-optimized grounding with token budget controls), and Answers (OpenAI-compatible chat completions with streaming and citations). Triggers on any request for live web data, current events, recent news, image search, video search, or building search-augmented agent workflows. Requires BRAVE_SEARCH_API_KEY."
browser-control
by krishagel
Full browser control for authenticated web interactions using Playwright scripts
create-design-system
by bdmorin
You are an expert design systems architect.
effect-ai-provider
by front-depiction
Configure and compose AI provider layers using @effect/ai packages. Covers Anthropic, OpenAI, OpenRouter, Google, and Amazon Bedrock providers with config management, model abstraction, and runtime overrides for language model integration.
mongodb-ai
by romiluz13
MongoDB Atlas Vector Search and AI integration. Use when creating vector indexes, writing $vectorSearch queries, building RAG applications, implementing hybrid search, or storing AI agent memory. Triggers on "vector search", "vector index", "$vectorSearch", "embedding", "semantic search", "RAG", "retrieval augmented generation", "numCandidates", "similarity search", "cosine similarity", "hybrid search", "$rankFusion", "$scoreFusion", "rerank", "two-stage retrieval", "AI agent", "LLM memory", "quantization", "multi-tenant", "Search Nodes", "explain vectorsearch", "HNSW", "automated embedding", "autoEmbed", "Voyage AI", "voyage-4", "voyage-4-large", "voyage-code-3", "input_type", "asymmetric retrieval", "lexical prefilter", "fuzzy search vector", "phrase filter".
mongodb-search
by romiluz13
MongoDB Search engine architecture, query composition, and search operations. Use when creating Atlas Search indexes, writing $search or $searchMeta pipelines, choosing analyzers, tuning lexical relevance, handling Search alerts/metrics, deploying Search in Community, or orchestrating hybrid search with $rankFusion/$scoreFusion. Triggers on "Atlas Search", "$search", "$searchMeta", "autocomplete", "synonyms", "facet", "compound", "search score", "highlight", "storedSource", "returnStoredSource", "returnScope", "mongot", "searchCoordinator", "Search Max Fields Indexed", "nGram fields", "$rankFusion", "$scoreFusion", and "hybrid search".
skill-system-memory
by arthur0824hao
Persistent shared memory for AI agents backed by PostgreSQL (fts + pg_trgm, optional pgvector). Includes compaction logging and maintenance scripts.
pywayne-dsp
by wangyendt
Digital signal processing toolkit for filtering, peak detection, detrending, and curve similarity. Use when working with sensor data, signal preprocessing, feature extraction, noise suppression, or time-series analysis. Includes Butterworth filter, One-Euro filter, signal detrending, DTW curve similarity, Welford standard deviation, and sliding window extrema detection.
cli-router
by 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.
pywayne-calibration-magnetometer-calibration
by wangyendt
Sensor calibration toolkit with magnetometer calibration using close-form method. Use when calibrating IMU sensors (accelerometer, gyroscope, magnetometer) to compute soft-iron matrix and hard-iron offset for magnetometer correction. Requires sensor fusion with VQF for orientation estimation.
data-router
by Zpankz
Routes data processing, knowledge graph, and analytics tasks. Triggers on graph, vector, knowledge, ontology, process, batch, etl, database, query, csv, json.
chgis-tgaz
by kltng
Query the China Historical GIS (CHGIS) Temporal Gazetteer (TGAZ) API to search for historical Chinese placenames from 222 BCE to 1911 CE. Use this skill when searching for information about historical Chinese places, administrative units, or geographic locations during the dynastic period. Applicable for queries about historical place names, administrative hierarchies, or when users mention specific Chinese locations with historical context.
faion-seo-manager
by faionfaion
"SEO: on-page, off-page, technical optimization for organic visibility."