Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Plan and optimize resource allocation. Trigger with "resource planning", "capacity", "utilization", "staffing plan", "who should work on what", "we're stretched thin", or when the user needs help allocating people, budget, or time across projects and teams.
Use Scry's read-only SQL research surface (/v1/scry/schema, /v1/scry/query) for bounded SQL over the public internet and vector helpers. Also use when a research ask wants diverse, orthogonal sources, angles, hypotheses, or probe phrasings — includes the enumeration discipline and the /v1/creativity/outsized fan-out.
Process YouTube videos into summarized Obsidian notes. Use when given a YouTube URL to summarize, extract insights, or turn videos into notes. Triggers on "summarize this video", "process this YouTube", "what's this video about", or any YouTube URL shared for processing.
Use when the agent wants to define, list, inspect, or execute GUI macros via the OpenClaw Macro System CLI. Macros are parameterized, CLI-callable workflows — the agent invokes `macro run <name>` and the system handles backend routing (plugin, file transform, accessibility, compiled GUI replay).
Build a personalised IELTS study plan with weekly schedules, skill-specific drills, and progress milestones. Use this skill when the user wants a study plan, asks how to prepare for IELTS, wants to know how to allocate study time across the four skills, or asks how to improve from their current band to their target band. Also use when the user asks how to use academic paper reading to improve IELTS Reading, wants to integrate reading research papers into their IELTS prep, or asks for a paper-reading routine. Integrates with ielts-reading-strategies, ielts-writing-task1, ielts-writing-task2, ielts-speaking-coach, and ielts-vocabulary-builder.
Produce or critique a competitive/market analysis that yields a strategic edge—not a flat feature table. Scope to a research objective and industry context, find direct/indirect/potential competitors, profile them from honest public sources, apply the right framework (perceptual map, feature matrix, SWOT, Porter's, TAM/SAM/SOM), and end with strategic implications and a positioning conclusion. Applies the always-true core and gates context-dependent decisions (which framework, primary vs. secondary research, competitor depth, positioning stance, expansion, AI's role). Trigger when asked to analyze competitors, do a competitive/market analysis, map a competitive landscape, build a feature-comparison or SWOT, size a market, or decide how to position/differentiate against rivals.
Turn vague requirements into a review-ready product requirements document (PRD). Use this skill when the user says "write a requirements doc", "draft a PRD for me", "how should I write requirements for this feature", "I have an idea I want to ship", "organize this requirement into a document", "a PRD for a requirements review", or when the user describes a feature without structure. Also applies when: the user uploads a raw requirement description / meeting notes / screenshot of a chat and asks for it to be organized into a PRD; the user says keywords such as "PRD", "product requirements", "requirements document", "feature spec"; the user asks to fill in, improve, or find gaps in an existing PRD. Not for: pure technical solution design (use architecture), pure UI mockup annotation (use design-handoff), project-management documents (use status-report).
Socrates' thinking framework and questioning method. Based on deep research into 20+ sources including Plato's dialogues (Apology, Republic, Symposium, Phaedo, Meno, Theaetetus), Xenophon's Memorabilia, and Aristotle's related accounts, it distills 5 core thought models, 7 life heuristics, and a complete expression DNA. Purpose: as a thinking advisor, use Socrates' perspective to analyze blind spots in thinking, logical fallacies, cognitive biases, life choices, and other issues. Use when the user mentions "with Socrates' perspective", "how would Socrates see it", "Socrates mode", or "socrates perspective". Also applies to: critical thinking training, logical analysis, self-reflection, definition clarification, values examination, argument analysis. Even if the user only says "help me think it through", "is this logic right", "maieutics", "dig deeper", or "are there holes in my thinking", it can trigger. Do not trigger when the user is only asking general questions such as "is this decision reliable" or "help me make a choice" — activate only when Socrates' core methodology such as critical thinking, logical questioning, cognitive humility, or definition clarification is involved.
Search tech blogs, developer forums, and IT media (TechCrunch, Hacker News, 36氪, etc.) for software and hardware industry updates with heat ranking and EN↔CN translation. Use this skill only when the topic is clearly about programming, software, hardware, AI, or IT infrastructure.
Implement web search capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to search the web, retrieve current information, find relevant content, or build applications with real-time web search functionality. Returns structured search results with URLs, snippets, and metadata.
Improve, rewrite, edit, or review prose so it is clear, direct, useful, and natural without inventing facts or erasing the author's voice. Use when drafting or revising emails, documentation, reports, essays, messages, UI copy, explanations, or other prose; when the user asks to write better, humanize text, remove AI-sounding language, tighten wording, improve clarity or tone, or make an action easier to understand. Do not use for translation or factual research unless writing quality is also part of the request.
Use when the user asks for a client report, a monthly or activity report, a case study draft, or says 'what did i ship this month'. Turns the site audit log into a written report in one of six framings: agency client report, case study, internal recap, testimonial draft, build-in-public, personal recap.
Turn a vague idea or task into a confirmed Working Brief by interviewing the user in rounds — every question that can be asked now, numbered, each with a recommended answer — then hand the brief to whoever does the work. Use when the user invokes Ask Me, wants to clarify scope or requirements before work begins (เคลียร์โจทย์ วางขอบเขต ทำ brief), or asks to execute a WORKING-BRIEF.md.
WeChat official account assets｜business resource library｜preset packs｜.aws preset packs｜theme packs｜brand packs｜aiworkskills.cn — user business resource library and preset pack management: business resources are organized by product name under `.aws-article/products/{product name}/` (intro .md directly in the product root + images in the `images/` subdirectory with a same-named description .md); when AI and the user produce business intro content in conversation, guide the user to save it; for image ingestion use `product_image_ingest.py --product <product name> --stem <Chinese name>`. Import .aws ZIP preset packs (local file or `https://aiworkskills.cn/**/*.aws` URL) to merge theme/color/font config into `.aws-article/presets/`; `config.yaml` is copied from the pack only if it does not exist locally, otherwise a diff JSON is printed to stdout and it is not overwritten. For content operations, brand teams, and design support roles. Triggers: "素材库入库", "stock images", "上传图到素材库", ".aws", "预设包", "导入预设", "主题包", "aiworkskills.cn 链接", ".aws 下载地址".
Draft local Azure DevOps work item packets from loose context using the known project process, with Scrum PBI as the fallback when type and process are unknown. Inspect repo context when present. Do NOT use for live REST/CLI creation, migration, wiki, or status reporting.
Use this skill when the user needs to track and manage lawyer hours, expert fees and investigation costs, control litigation costs, or issue timesheets or expense invoices to clients. Typical triggers include but are not limited to: - Mentions of keywords such as "work hours", "expert fees", "investigation costs", "case costs", "timesheet", "expense invoice", "budget", "cost control" - Questions about a lawyer's work hours, the costs of a case, or litigation costs - The user requests a summary of lawyer work hours, a case timesheet, or a case expense invoice for delivery to a client or for reimbursement - The need to prepare a budget, monitor budget execution, or analyze budget variance for a case or retainer service - The need to assess litigation costs against expected returns and conduct a litigation cost-benefit analysis
Shorten a prompt, specification, plan, skill, note, or brain dump without changing its meaning or behaviour. Use when asked to compress, shorten, simplify, tighten, remove repetition, or use fewer tokens. Preserve facts, constraints, examples, edge cases, and checks that affect the result.
Answer questions about company policies, benefits, and procedures. Trigger with "what's our policy on", "how does PTO work", "benefits question", "expense policy", "remote work policy", or any question about company rules, perks, or procedures.
Search X (Twitter) data using Felo X Search API. Use when users ask about X/Twitter users, tweets, trending topics on X, tweet replies, or when explicit commands like /felo-x-search are used. Supports user lookup, user search, user tweets, tweet search, and tweet replies.
Interview prep. Use when the user uploads a résumé (PDF/image) and gives a vague target role direction (for example "AI application development" or "marketing internship"). Casts a wide net to find real interview experiences (main sources: Nowcoder + Xiaohongshu; supplementary sources: GitHub + general article pages), keeps only content from the past two years, deduplicates and sorts by frequency plus recency, and generates a personalized prep pack with project follow-up questions based on the user's résumé.
Systematic research expert across all areas of Chinese law. ## Key features - Supports user identity recognition (ordinary person / law student / lawyer / judge or prosecutor) - Provides differentiated services based on identity - Complete legal source retrieval (statutes / administrative regulations / judicial interpretations / guiding cases / typical cases) - Quotation of original statutory text and mapping of cross-references between provisions ## Key trigger conditions (triggered when any is met) **High priority (must trigger)**: - Explicitly requests finding statutes / regulations / judicial interpretations / normative documents - Requests a judgment of legality / illegality ("is it illegal", "is it legal", "is there liability") - Requests compensation standards / compensation amounts / liability determination / procedural requirements - Asks "according to which law", "what does the law say", "what is the legal basis" **Medium priority (triggered in context)**: - "What should I do", "how do I defend my rights", "can I sue" - "What procedures are needed", "what conditions must be met" - "What else can I claim", "where can I file a complaint" ## Applicable scenarios - Labor disputes: unlawful termination, severance, work-related injury, social insurance, job transfer, etc. - Contract disputes: deposits, penalties, liability for breach, sales contracts, etc. - Tort liability: traffic accidents, personal injury, medical malpractice, environmental pollution, etc. - Marriage and family: divorce property, child custody, real estate inheritance, etc. - Administrative / criminal / corporate and financial, etc. ## When not triggered - Only asking about legal concepts / term definitions (not research) - Only requesting lawyer recommendations / legal services - Only discussing legal news / case stories (without specific regulations) - Only asking about legal exams / study questions **Note**: Even if the user does not explicitly request a "research report", it triggers this skill as long as it involves finding, organizing, interpreting, or applying legal norms.
Turn an external tech/AI source (YouTube video, podcast, blog article, tweet or thread) into a de-duplicated improvement roadmap for the MEL system and Claude Code setup: fetch the content, extract concrete techniques, inventory what the system already does, classify each idea reuse/improve/rebuild on an Adopt/Trial/Assess/Hold ring, and write the roadmap file with a mandatory What-NOT-to-build section. Use for "analyse this video/article/talk/thread for my system", "turn this into a system-improvement plan", or a pasted URL with improvement intent. Not for MEL research video files needing the transcription+consent pipeline (video-content-analysis), mining internal QA logs (/improve-system), inspecting the system itself (/system-audit, /grade-system), academic evidence review (evidence-synthesis), or writing the LinkedIn piece (linkedin-field-note).
Expand a problem's explanations, options, and cross-domain analogies. Use when the user wants to think from multiple angles, break out of existing solutions, compare decisions, or specifically use/learn a mental model. Use for alternative explanations, options, cross-domain analogies, or applying and learning a named mental model.
Organize case/consulting/trademark/patent materials into a standardized directory structure, and learn personal document conventions from the user's description or an existing local directory, storing them in a private local override config. Supports four presets: litigation, consulting, trademark, and patent. Use this skill when the user needs to create a new case, initialize or organize case directories, or says "learn my directory habits" or "use these projects as a template". Do not use for: standalone legal document generation, legal research, evidence analysis, or other non-case-initialization tasks.
Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 8 major sources: Hacker News, GitHub Trending, Product Hunt, 36Kr, Tencent News, WallStreetCN, V2EX, and Weibo. Best for 'daily scans', 'tech news briefings', 'finance updates', and 'deep interpretations' of hot topics.
Integration with Obsidian vault for managing notes, tasks, and knowledge when working with Claude. Supports adding notes, creating tasks, and organizing project documentation. Updated with 2025-2026 best practices including MOCs, properties, practical organization patterns, and Obsidian CLI (1.12+).
Search context data (memories, skills and resources) from OpenViking Context Database (aka. ov). Trigger this tool when 1. you need information that might be stored as memories, skills or resources on OpenViking; 2. searching files or knowledge is explicitly requested; 3. you see a `search context`, `search openviking`, `search ov` request.
Plan or critique a product discovery process — figuring out what to build before building it. Establishes which risk you're de-risking and how much certainty the decision needs, applies the always-true core (continuous not phased, outcomes over output, problem before solution, ask about past behavior, match evidence to risk, generate solutions from validated problems, research ethically) and gates the context-dependent decisions (problem vs. solution research, qual vs. quant, lightweight vs. deep, how much certainty before committing). Trigger when asked to plan discovery, "figure out what to build," set up continuous discovery, design a research plan, do customer/user research, find problems worth solving, or de-risk a product direction before committing.
Venue-calibrated peer-review simulation. Use when a researcher says "simulate reviewers", "mock review", "review my paper like a NeurIPS reviewer", "what would Reviewer 2 say", "red-team my paper", "find weaknesses before I submit", "peer review my paper", "strengths and weaknesses / pros and cons of my paper", "what to focus on", or wants a rubric score / borderline-reject risk estimate for a conference or journal (NeurIPS, ICML, ICLR, CVPR, KDD, SIGMOD, CHI, VLDB, LNCS, TKDE, TODS...). Builds a reviewer panel calibrated to the venue family and track (harsh NeurIPS main-track skeptics vs lenient demo-track judges), scores novelty/soundness/reproducibility/clarity on the venue's scale, hunts weaknesses grounded in quoted paper text, aggregates scores into a decision-risk band with borderline-reject flags, and outputs a prioritized fix list. Advisory only; improves the paper, never predicts the outcome, re-verifies facts against the live CFP, fabricates no citations or reviewers, and submits nothing.
Plan a team offsite that earns its cost — the purpose split (connection vs decisions vs planning, weighted deliberately), an agenda that alternates work and air, the logistics runbook, and the follow-through that makes Monday different. Use when asked to plan a team offsite, away day, team retreat, quarterly offsite, design two days for the team, or make this offsite not a waste. Produces the purpose weighting, a full agenda with session designs, facilitation notes, a logistics checklist, and the follow-through plan.
[user] Explicitly use when jointly establishing direction, priorities, and milestones within the goal and technical/non-technical constraints. Can also start without arguments. Do not use for implementation preparation or a comprehensive review of an existing plan.
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.