向量嵌入
向量检索与嵌入工作流
graphrag-patterns
latestaiagents
Implement GraphRAG combining knowledge graphs with RAG for multi-hop reasoning. Use this skill when building knowledge graph RAG, implementing multi-hop queries, using Neo4j with RAG, or connecting entities across documents. Activate when: GraphRAG, knowledge graph, multi-hop reasoning, Neo4j RAG, entity extraction, relationship queries, graph database, connected data.
agentic-rag
latestaiagents
Build agentic RAG systems with autonomous planning, reflection, and tool use. Use this skill when implementing agent-driven retrieval, query decomposition, iterative refinement, or multi-source RAG orchestration. Activate when: agentic RAG, A-RAG, autonomous retrieval, query planning, iterative RAG, multi-step retrieval, agent retrieval, RAG agent.
ui-ux-pro-max
julianromli
"UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient."
macos-design
ceorkm
Design and build native-feeling macOS application UIs. Use this skill whenever the user asks to create a desktop app, macOS app, Mac-style interface, Apple-style UI, system utility, or anything that should look and feel like a native Mac application. Also trigger when users mention "native feel", "desktop app design", "Apple design patterns", "sidebar layout", "traffic lights", or want to build tools/utilities that feel like they belong on macOS. This skill covers layout, composition, interaction patterns, animations, light/dark mode, and all the subtle details that make an app feel like Apple built it.
llm-application-dev
julianromli
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.
recall
rocky2431
Search and manage cross-session memory. Query past sessions by keyword, semantic similarity, or hybrid search. Save summaries and tags for future recall.
shopping-browser-automation
MassLab-SII
This skill provides tools and techniques for e-commerce website automation. Includes advanced search, product comparison, cart management, checkout process and other common shopping scenarios. Suitable for tasks requiring complex operations on e-commerce websites.
shopping-admin-browser-automation
MassLab-SII
This skill provides tools and techniques for Magento Admin panel automation. Includes admin login, customer management, search term analysis, and other common admin scenarios. Suitable for tasks requiring complex operations on e-commerce admin backends.
color-system
sanky369
Master color design with color theory, accessibility, theming, and dark mode. Create harmonious color systems that work across contexts, support accessibility standards, and enable flexible theming. Includes color psychology, contrast ratios, and color-blind friendly palettes.
ubuntu-desktop-control
lommaj
Control Ubuntu desktop GUI with semantic element targeting using AT-SPI
work-lessons
choru-k
Log and search lessons learned working in the Clumio codebase — debug solutions, bug fixes, insights, and patterns. Use for "log a lesson", "save this fix", "search lessons", "what did we learn", "work lessons", or when capturing a root cause after debugging.
m3-web-vanilla
shelbeely
Implement Material Design 3 using only vanilla CSS custom properties and semantic classes. Zero dependencies. Use this when building M3-styled static sites, simple web apps, or when you need full control over every design token without a framework.
playwriter
SebastiaanWouters
Controls Chrome browser via Playwright MCP for web automation, testing, screenshots, and scraping. Use when explicitly asked to "use playwriter".
agent-memory
pluginagentmarketplace
Implement agent memory - short-term, long-term, semantic storage, and retrieval
note-search
khw1031
notes/ 디렉토리의 학습 노트를 검색합니다. 노트 검색, 개념 찾기, 관련 노트, 키워드 검색, 태그 검색 요청 시 사용.
rag
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
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。
chatbot
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。
grokipedia-search
bdbi
"Use the grokir CLI (Grokipedia client) to run full-text searches and fetch pages. Trigger when the user asks to: search Grokipedia, find articles/slugs, fetch page content by slug, or do research using grokir."
design-foundation
sanky369
Establish or formalize your design system foundation. Create design tokens (color, typography, spacing, shadows, borders), define component architecture, document design principles, and build the structure that enables consistency and scalability. Works with Tailwind CSS and framework-agnostic approaches.
laravel-boost
SebastiaanWouters
Laravel MCP with DB queries, schema, routes, logs, artisan, tinker, docs search. Triggers on Laravel development, debugging, or database tasks.
ctxpack
iboughtbed
Index and search code repositories, local folders, and codebases. Provides context via text, vector, and hybrid search with agent exploration, deep research, and direct file access. Use when you need context from external codebases, repositories, or local projects.
openacc
spcl
"OpenACC GPU offload on NVIDIA. Use whenever you write #pragma acc parallel loop, acc kernels, copyin/copyout, or check -Minfo=accel, on an NVHPC build for an NVIDIA GPU."
web-search
lodekeeper
Multi-source web search orchestrator. Use when web_search/web_fetch are insufficient and you need query classification, parallel provider search, ranking, deduplication, and optional synthesis across web/code/academic/social sources.