Embeddings
Vector embeddings and similarity
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."
chembl-database
by hxk622
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.
ldap-injection-anti-pattern
by igbuend
"Security anti-pattern for LDAP injection vulnerabilities (CWE-90). Use when generating or reviewing code that constructs LDAP filters, queries directory services, or handles user input in LDAP operations. Detects unescaped special characters in LDAP filters."
arena-cli
by rohunvora
CLI tools for Are.na: export blocks, enrich with vision AI, generate views. Use when: (1) exporting Are.na blocks incrementally, (2) enriching images with AI-generated titles/tags/patterns, (3) generating browsable HTML views, (4) searching blocks by UI patterns or tags, (5) visual search results when terminal output is insufficient. Triggers: "export arena", "enrich arena", "sync arena", "arena view", "search arena for [pattern]", "show me [pattern]".
table-filters
by rohunvora
Designs optimal filtering UX for data tables. Use when building a table that needs filters - analyzes the data columns and determines the best filter type for each. Outputs a unified filter field with inline header filters.
grok-skill
by mikedemarais
Search and analyze X (Twitter) using xAI Grok 4 via OpenRouter with Live Search. Trigger on prompts that explicitly or implicitly ask to "search Twitter/X", "what's trending", "tweets from @handle", "hashtag #…", "what are people saying", or that require tweet-level activity/engagement from X.
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。
web-search
by valkryhx
Perform web searches and extract content from URLs using the Tavily API. Use this skill to find real-time information, news, or deep-dive into specific web pages.
search-past-chats
by mlshv
Search past Claude Code conversation history when user asks about previous sessions, mentions "history", "past chats", "did we discuss", "what did we talk about", "show me more from that session", or wants to recall something from earlier conversations.
agent-memory-systems
by ngxtm
"Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
master-ba
by truongnat
Elite business analysis standards focused on requirements deconstruction, stakeholder value alignment, Gherkin acceptance criteria, and risk analysis. Use when defining new features, complex system migrations, or strategic planning.
ai-engineer
by ngxtm
"Build production-ready LLM applications, advanced RAG systems, and"
Agent Memory Systems
by mayurrathi
"Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
algolia-search
by ngxtm
"Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."
things3-manager
by eugenepyvovarov
Manage tasks, projects, areas, headings, and tags in the Things 3 macOS app via a local CLI (list Inbox/Today/Upcoming/Anytime/Someday/Logbook, search, create/update/complete/cancel items, open items in Things). Use when Codex needs to manage Things 3 on macOS.
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.
cloudflare-vectorize
by jackspace
Complete knowledge domain for Cloudflare Vectorize - globally distributed vector database for building semantic search, RAG (Retrieval Augmented Generation), and AI-powered applications. Use when: creating vector indexes, inserting embeddings, querying vectors, implementing semantic search, building RAG systems, configuring metadata filtering, working with Workers AI embeddings, integrating with OpenAI embeddings, or encountering metadata index timing errors, dimension mismatches, filter syntax issues, or insert vs upsert confusion. Keywords: vectorize, vector database, vector index, vector search, similarity search, semantic search, nearest neighbor, knn search, ann search, RAG, retrieval augmented generation, chat with data, document search, semantic Q&A, context retrieval, bge-base, @cf/baai/bge-base-en-v1.5, text-embedding-3-small, text-embedding-3-large, Workers AI embeddings, openai embeddings, insert vectors, upsert vectors, query vectors, delete vectors, metadata filtering, namespace filtering, topK search, cosine similarity, euclidean distance, dot product, wrangler vectorize, metadata index, create vectorize index, vectorize dimensions, vectorize metric, vectorize binding
memory-integration
by troykelly
Use to maintain context across sessions - integrates episodic-memory for conversation recall and mcp__memory knowledge graph for persistent facts
apple-docs
by ethan-huo
Search, browse and read Apple developer documentation from the terminal. Query APIs, frameworks, symbols, sample code, and documentation updates.
pentest-hacktricks-finder
by 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.
rag-patterns
by Agentient
Vertex AI RAG Engine integration patterns for grounding agent responses in private data sources including corpus management, retrieval tool creation, and citation extraction. PROACTIVELY activate for: (1) RAG pipeline integration and Vertex AI RAG Engine setup, (2) corpus creation and document ingestion, (3) retrieval tool configuration and grounding metadata parsing. Triggers: "add rag", "rag pipeline", "vertex ai search"
setup-semantic-release
by AntJanus
Use when setting up automated versioning, when asked to "set up semantic release", "add conventional commits", "configure automated versioning", "set up commitlint", "add husky hooks", "set up changelog generation", or when initializing a new project that needs a commit and release workflow.
exa-context
by benjaminjackson
Get code context from repositories with examples and documentation. Use when you need code snippets, implementation examples, API usage patterns, or technical documentation for programming concepts, frameworks, or libraries.
ai-twitter-radar
by swannysec
Discover trending AI tools, news, and insights from influential developers and AI advocates on Twitter/X using Bird CLI. Use PROACTIVELY when users need: (1) AI-related tweets, tools, or discussions from Twitter (2) What influential AI developers are currently talking about (3) AI news and trends from social media (4) Developer sentiment on AI tools and frameworks (5) New AI projects being shared on Twitter This is a READ-ONLY skill - no posting, liking, or account modifications. Triggers: "AI Twitter", "trending AI tools", "AI news Twitter", "what are AI developers saying", "AI tweets", "Twitter AI trends", "developer sentiment AI", "AI influencers"