向量嵌入
向量检索与嵌入工作流
web-search
koryaga
Web search capability using DuckDuckGo API by default, with Tavily API fallback when TRAVILY_TOKEN is provided. Use when you need to search the web for current information, research topics, find URLs, or gather data from online sources. Supports queries for news, technical information, research papers, company data, and general web content.
taste
KehaoC
Agentware store for expanding agent capabilities. Trigger this skill any time the agent or user hits a capability gap or wants the agent to do more: needs a tool, MCP server, plugin, integration, or skill it doesn't have yet; wants to automate something currently done manually; asks "can you do X?", "is there a better way?", "what should I use for this?", or "how do I make you smarter?"; mentions OpenClaw, agentware, skills, or workflow upgrades; or is about to repeat a manual step that a tool should handle. Use before any web search for tools or integrations. Use when a task fails because of a missing capability. When in doubt, query — the cost of an unnecessary search is low; the cost of missing the right tool is high. Query first, pitch one option, act only with approval.
job-search-module
DS-codi
Use this skill when working with job folder lookups on network drives, implementing index-based caching for fast searches, or adding job search functionality to applications. Covers the reusable job_search module API, CLI tool usage, configuration options, and integration patterns.
Memory Compass - 记忆罗盘 ⭐⭐⭐⭐⭐
wbin0001
版本： v1.0.0
gcal
naoterumaker
Google カレンダー操作（予定確認・作成・更新・削除）を gog CLI (v0.10.0) で行う。 「今日の予定は？」「明日のスケジュール」「ミーティング入れて」「予定を登録」 「カレンダー確認」「予定をキャンセル」「Google Meet作成」などで発火。
gcontacts
naoterumaker
Google 連絡先操作（検索・作成・更新・削除）を gog CLI (v0.10.0) で行う。 「連絡先検索」「〇〇さんの電話番号」「連絡先追加」「連絡先一覧」 「アドレス帳から探して」「連絡先を更新」などで発火。
search-gpus
LiorZ
"Search for available GPU machines on Vast.ai. Use when looking for GPUs to rent, comparing GPU pricing, or finding machines that match specific requirements."
postgresql-table-design
EngineerWithAI
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
brain
HJewkes
Search and manage your second brain knowledge base. Use when the user asks about their notes, wants to find information, or needs to add/organize knowledge. Also use proactively before research, brainstorming, or planning tasks to pull relevant prior work, and after completing research or making decisions to deposit findings.
search
LukasStrickler
"Search the web, library documentation, and GitHub repositories using Tavily, Context7, GitHub Grep, Exa fallback, and Z.AI Web Search Prime MCP fallback. Use when: (1) Looking up documentation for libraries or frameworks, (2) Searching for code examples or tutorials, (3) Finding API references or specifications, (4) Researching best practices or solutions, (5) Looking up error messages or troubleshooting guides, (6) Finding library installation instructions, (7) Searching for real-world code patterns in GitHub repositories, or (8) When you need current web information or documentation. Triggers: search, look up, find documentation, search web, lookup, find examples, search for, how to, tutorial, API reference, documentation for, error message, troubleshoot, best practices, find code examples, GitHub search."
memory-systems
ken-cavanagh-glean
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge.
gh-code-search
otrebu
Search GitHub for real-world code examples and implementation patterns. Use when user wants to find code examples on GitHub, search GitHub repositories, discover how others implement features, learn library usage patterns, or research architectural approaches. Fetches top results with smart ranking (stars, recency, language), extracts factual data (imports, syntax patterns, metrics), and returns clean markdown for analysis and pattern identification.
web-search
marcfargas
Web search and content extraction using ddgs (multi-engine metasearch). No API keys required. Use when: searching documentation, facts, current information, news, fetching web content. Triggers: search the web, look up, find information, web search, news search, fetch page.
zotero-mcp-augmentation
wddxg
Use this skill when the user wants to add local full-text cleaning, chunking, embedding, or passage retrieval to Zotero MCP. It is suitable for cleaned fulltext sidecars, chunk-level semantic search, and local RAG-style workflows built on local models instead of remote APIs.
gitlab-search
grandcamel
"GitLab search operations via API. ALWAYS use this skill when user wants to: (1) search across GitLab globally, (2) find issues/MRs/code/commits, (3) search within a group or project, (4) find users or projects by keyword."
Literature Review
fabioc-aloha
"Systematic literature search, synthesis, gap identification, and narrative construction for academic research"
wordspace
frames-engineering
CLI for bootstrapping and managing wordspace projects
sonoscli
Heldinhow
Control Sonos speakers (discover/status/play/volume/group).
context7
edxeth
Fetches up-to-date third-party library documentation via the Context7 v2 REST API. Use when working with external packages and needing current API references, code examples, migration guides, or resolving package errors (stack traces, version mismatches, deprecated methods).
rag-patterns
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"
create-ex
Lyricus233
Distill an ex-partner into an AI Skill. Import WeChat history, photos, social media posts, generate Relationship Memory + Persona, with continuous evolution. 把前任蒸馏成 AI Skill，导入微信聊天记录、照片、朋友圈，生成 Relationship Memory + Persona，支持持续进化。
ddgr
ysm-dev
Search the web using DuckDuckGo via the ddgr CLI tool. Use when the user asks to search the web, look something up online, find information on the internet, get instant answers, or needs current/real-time data. Also use for DuckDuckGo Bang searches (e.g., "!w" for Wikipedia, "!so" for StackOverflow).
tailwind-utility-styling
Agentient
Tailwind CSS utility-first styling with mobile-first responsive design and CSS variables. PROACTIVELY activate for: (1) implementing mobile-first responsive layouts, (2) using semantic CSS variables for theming, (3) creating component variants with cva. Triggers: "tailwind", "responsive", "dark mode"
ui-ux-pro-max
ThrownLemon
"UI/UX design intelligence. 57 styles, 96 palettes, 50 font pairings, 25 charts, 11 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Search and apply design best practices."