Embeddings
Vector embeddings and similarity
google-search-serper
by minilozio
Google Search powered by Serper.dev API — 9 search types: web, news, images, videos, places, shopping, scholar, patents, autocomplete. Returns Knowledge Graph, Answer Box, People Also Ask, and Related Searches. Use when asked to Google something, search the web for current info, find news, look up images, research academic papers, find local places, or when the user needs richer search results than basic web search. Also use when Brave Search results are insufficient or the user explicitly wants Google results.
ielts-speaking
by KaichenCurry
雅思口语AI教学助手。核心理念：无标准答案，逐句个性化反馈（语法/词汇/时态/逻辑/思路）。
integration
by cadrianmae
Integrate cadrianmae marketplace plugins into CLAUDE.md. Scans installed plugins and generates documentation section listing available skills and commands. User chooses between user-level (global) or project-level (current project only) integration.
langchain-embeddings
by evanfang0054
使用 LangChain 中的嵌入模型集成指南，包括 OpenAI、Azure 和本地嵌入
prompt-lookup
by baotoq
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
brief-compliance
by jet52
Triggers when a user uploads a legal brief PDF for compliance review against the North Dakota Rules of Appellate Procedure. Analyzes the brief and produces an HTML compliance report with a recommended action (Accept, Correction Letter, or Reject).
web_searcher
by cliuxinxin
Search the internet for real-time information, news, or facts using DuckDuckGo.
playwriter
by SebastiaanWouters
Controls Chrome browser via Playwright MCP for web automation, testing, screenshots, and scraping. Use when explicitly asked to "use playwriter".
ai-sdk
by ma1orek
'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, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, Google, etc.), streaming, tool calling, structured output, or embeddings, (4) Use React hooks like useChat or useCompletion. Triggers on: "AI SDK", "Vercel AI SDK", "generateText", "streamText", "add AI to my app", "build an agent", "tool calling", "structured output", "useChat".'
forge-resume
by fwehrling
FORGE Resume — Resumes an existing FORGE project. Analyzes the current state, identifies the next action, and proposes to continue development. Usage: /forge-resume
Oracle AI Architect - Extended Reference
by oci-ai-architects
Claude Code skills for OCI AI Architects. Community-led reference implementations and patterns.
rag
by liushuang393
検索増強生成（RAG）Skill。知識ベースへのドキュメント追加、意味検索、LLM 回答生成をサポート。 ドキュメント Q&A、社内知識検索、カスタム知識ベース構築に使用。
openclaw-workspace-governance
by heishiqing
🚨【高危预警 / IMPORTANT WARNING】这不是工具Skill，而是系统级架构升级！部署前务必备份工作区！This is NOT a standard tool skill, but a system-level architecture upgrade! Backup workspace before deployment! 虾滑 OpenClaw 工作区治理：用于治理和升级复杂 OpenClaw 工作区，覆盖多 Agent 治理、权威事实分层、查询分类路由、语义搜索诊断、工作集保鲜与维护收口。
gluestack-ui-v4:validation
by gluestack
Validation checklist and anti-patterns for gluestack-ui v4 - use for code review, checking implementation quality, and identifying common mistakes.
semantic-compressor
by evanfang0054
带质量保证循环的agent/skill压缩。5阶段迭代流程确保理解保留。 触发词: semantic-compressor, compress skill, optimize agent, reduce tokens, benchmark
chatbot
by liushuang393
マルチターン対話管理 Skill。会話履歴管理、コンテキスト維持、Agent 連携、RAG 統合をサポート。 チャットボット構築、対話型アシスタント、カスタマーサポートボットに使用。
laravel-boost
by SebastiaanWouters
Laravel MCP with DB queries, schema, routes, logs, artisan, tinker, docs search. Triggers on Laravel development, debugging, or database tasks.
git-ai-code-search
by mars167
Semantic code search and codebase understanding using git-ai MCP tools. Use when: (1) Searching for symbols, functions, or semantic concepts, (2) Understanding project architecture, (3) Analyzing call graphs and code relationships. Triggers: "find X", "search for X", "who calls X", "where is X", "understand this codebase".
skill-installer
by Kang-chen
"DEPRECATED - Use skill-manager instead. This skill is kept for backward compatibility. For installing skills: use 'skills install <url>' from skill-manager."
x-search
by iamladi
Search X/Twitter for real-time developer discourse, product feedback, community sentiment, and expert opinions. Use when user says "x search", "search x for", "search twitter for", "what are people saying about", or needs recent X discourse for context (library releases, API changes, product launches, industry discussion).
obsidian-cli-inspector
by jingyi-zhao-01
Provision the obsidian-cli-inspector skill and run the CLI via npm wrapper.
codeeagle
by imyousuf
Query and analyze the codebase using CodeEagle's knowledge graph. Provides structured code data (symbols, interfaces, edges), impact analysis, design review, and general Q&A — all grounded in an indexed knowledge graph. Use this FIRST before reading source files.
semantic-search
by cadrianmae
Use semantic search to find relevant code and documentation when user asks about specific functionality, features, or implementation patterns. Automatically invoke when user asks "where is...", "how does... work", "find code that...", or similar conceptual queries. More powerful than grep for concept-based searches. Uses odino CLI with BGE embeddings for fully local semantic search.
Skill Manager
by Kang-chen