Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
Analyze Reddit threads for sentiment, consensus opinions, top arguments, and discussion patterns. Use this when users want to understand Reddit community opinions, analyze discussions, or gather insights from subreddit conversations.
Industrial AI literature research with mandatory intake questions, venue-aware source prioritization, structured report outputs, and survey draft generation. Use when the user needs up-to-date research on predictive maintenance, intelligent scheduling, industrial anomaly detection, smart manufacturing, cyber-physical systems, edge AI for automation, or crossover robotics-for-industry topics. Also trigger for adjacent terms: "digital twin", "industrial IoT", "Industry 4.0", "manufacturing AI", "factory automation", "process optimization", or "survey draft" in industrial contexts.
Search across company knowledge bases (Confluence, Jira, internal docs) to find and explain internal concepts, processes, and technical details. When an agent needs to: (1) Find or search for information about systems, terminology, processes, deployment, authentication, infrastructure, architecture, or technical concepts, (2) Search internal documentation, knowledge base, company docs, or our docs, (3) Explain what something is, how it works, or look up information, or (4) Synthesize information from multiple sources. Searches in parallel and provides cited answers.
A relentless one-question-at-a-time interview to stress-test a MEL/SRHR design before building it: a theory of change, evaluation design, indicator set, results framework, proposal angle, or learning question. Walks the MEL branches (assumptions tested vs untested, OECD-DAC criteria, output/outcome/impact, disaggregation, lens application, data gaps, audience tier), recommends an answer for each question, and flags any fact it cannot source. Use when Ane says "grill my ToC", "stress-test this evaluation/indicator set/proposal", "pressure-test my design", "interview me about this", or wants to sharpen a MEL design before drafting. This is the MEL-lane grill for any MEL or SRHR design. Not for a full Ann orchestration (/ann), a code build (brainstorming), generic non-MEL plan sharpening (/grill-me or /grilling, both user-invoked only), or a contested call Ane cannot answer herself (/decision-debate).
Analyze academic papers and research PDFs. Use this skill when the user uploads or pastes a research paper and wants to understand it. Triggers: 'analyze this paper', 'read this PDF', 'summarize this research', 'paper summary', 'research paper breakdown', 'explain this study', 'paper critique', 'academic paper analysis', '论文分析', '帮我看这篇论文', '解读这篇文章', '这篇 paper 讲什么', '帮我分析这个 PDF', '论文解读', '文献分析', '读一下这篇论文', '帮我总结这篇文章', '这篇论文的创新点', '论文方法分析', '论文结果', '帮我准备组会汇报', '生成 PPT 大纲'. Do NOT use for non-academic PDFs, spreadsheets, or general document tasks.
Use this skill when the user asks to save, remember, recall, or organize memories. Triggers on: “remember this”, “save this”, “note this”, “what did we discuss about...”, “check your notes”, “clean up memories”. Also use proactively when discovering valuable findings worth preserving.
Search Google Hotels for hotel prices, ratings, and availability using browser automation. Use when the user asks to search hotels, find accommodation, compare hotel prices, check availability, or look up places to stay. Triggers include “search hotels,” “find hotels,” “hotels in,” “where to stay,” “accommodation,” “hotel prices,” “cheapest hotel,” “best hotel,” “places to stay,” “hotel near,” “book a hotel,” and “hotel ratings.”
Answer an explicitly vault-scoped question from an Obsidian wiki without changing it. Use when the user selects the vault as the evidence source: query the wiki, query quick, query deep, explain from the wiki, summarize the vault, find in wiki, search the wiki, or based on the wiki. Do not route ordinary general-knowledge questions here.
Write structured product requirements documents (PRDs) with problem statements, user stories, requirements, and success metrics. Use when speccing a new feature, writing a PRD, defining acceptance criteria, prioritizing requirements, or documenting product decisions.
One-to-one tutor using the Alvar method — probe the edge of this mind, plan a mermaid DAG, then teach one reasoning step at a time with a lock-in quiz. Use when the user runs /teach or /skill:teach, or says teach me, tutor me, I want to learn, introduce me to, walk me through, or asks for a lesson fitted to what they already know.
Design structured courses, including syllabi, learning objectives using Bloom's taxonomy, lesson plans, and assessment rubrics. Use when the user asks about course design, needs to create a curriculum, write learning objectives, structure educational modules, or build assessment plans.
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, conducting literature reviews, finding related work, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, citation verification workflows, and paper discovery/evaluation criteria
Cangjie · Cognitive implantation: Drop in materials (books/interviews/articles/PDFs) to automatically distill a person's thinking Skill. It extracts not “what they said,” but “why they think that way”—belief-formation stories, real decisions, lessons from failure, and inner contradictions. Trigger phrases: “Cangjie,” “distill XX,” “make a thinking Skill for XX,” “extract with Cangjie,” “help me distill.” Trigger whenever the user uploads someone's materials (books/speeches/interviews) and wants to extract their way of thinking.
Run a deterministic, read-only health check on an Obsidian wiki. Use for lint, vault health check, audit wiki health, find orphans, find dead links, frontmatter audit, provenance audit, or wiki audit. Reports graph, link, frontmatter, provenance-ledger, empty-section, and stale-index findings; it does not reason broadly or repair files.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.
Read, search, summarize, and triage AgentMail inboxes through the connected MCP server. Use for ANY request to look at, search, or process mail — even a simple 'search my inbox for X' or 'any new mail?'; the read workflow applies regardless of task size. Also use to summarize conversations, inspect attachments, manage read/unread labels, or find messages needing a reply; do not use for sending or drafting (agentmail-send-email), inbox administration (agentmail-manage-inboxes), or MCP connection setup (agentmail-mcp).
Help users get started with ZenTao and zentao-cli through casual conversation. Let them explore a real ZenTao environment hands-on, guided by their role (product manager/project manager/tester/developer/executive), and learn to create, read, update, and delete items and manage status transitions in modules such as products, requirements, plans, tasks, Bugs, and test cases. Use this skill when users are new to ZenTao, want to get started with zentao-cli, want to learn what ZenTao can do, or explicitly ask for a ZenTao tour or hands-on introduction.
Create, inspect, and update Obsidian JSON Canvas boards with text, file, link, group, and edge nodes. Use for canvas status, canvas lists, visual maps, zones, spatial layouts, adding vault notes or media to a .canvas file, and requests such as create canvas, add to canvas, or put this on the canvas
AI-powered web search via Exa with content extraction. Use when the user says "exa search", "web search with content", "find similar pages", or needs broad web results beyond academic databases such as arXiv and Semantic Scholar.
Interact with all Google Workspace APIs via the gws CLI. Use when managing Drive files, sending/reading Gmail, creating Calendar events, reading/writing Sheets/Docs/Slides, managing Chat spaces, contacts, Admin users/groups, Vault eDiscovery, Classroom, Apps Script, Workspace Events, or configuring the gws MCP server. Triggers on Google Workspace, gws, Drive, Gmail, Calendar, Sheets, Docs, Slides, Chat, Tasks, Meet, Forms, Keep, Admin, People, Vault, Classroom, Apps Script, Cloud Identity, Alert Center, Groups Settings, Licensing, Reseller, Model Armor, gws CLI, gws mcp, Google API, Workspace automation, npx skills add.
A skill for performing web searches, research, and reasoning using the Perplexity API. Handles real-time web information retrieval, deep research analysis, and advanced reasoning tasks. Use when the user asks for web searches, research, or says things like "look up", "search for", "latest information", "research", or "analyze".
Make a teaching diagram (usually SVG) for one idea, look at it, and fix it until the picture actually shows the claim. Use when the user runs /learn-visual or /skill:learn-visual, or asks for a figure, diagram, SVG, sketch, visualization, or picture of a concept being taught.
Install the Zapier SDK CLI for Zapier Workflows Early Access and bootstrap the workflows companion skills. Use when the user wants to set up Zapier Workflows, get started building durable workflows, install workflow skills, or configure the Zapier SDK CLI.
Fetch tweets, replies, timelines, search results, X Lists, and X Articles from X/Twitter without login or API keys. Single tweets: zero dependencies (FxTwitter). Timelines/search/replies: a Nitter instance (XTF_NITTER). Lists/Articles: a browser driver (Camofox or Playwright). Unified JSON schema across all backends; machine-readable error_code for agent branching. Field reports and agent-use questions: Agent Waystation #22 Teahouse: https://github.com/ythx-101/openclaw-qa/discussions/22
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.