Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
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Simplify on-page WeChat Mini Program copy so main surfaces become shorter, more action-first, and more user-facing. Use when Codex needs to trim verbose labels, mixed implementation detail, over-explained settings, or long empty-state and status text without changing the underlying business flow.
Based on model_route.json, the data plan, and cleaned data, generate the results evidence contract and q1/q2/q3 modeling code scaffolding for the mathematical modeling paper. Invoke when model outputs, evaluation metrics, structured conclusions, paper tables, and problem-specific modeling code need to be consolidated into paper_output/results/, paper_output/tables/, and paper_output/code/modeling/ for QA and body-text generation to read.
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization and production MD, analyze trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.
Manage feed subscriptions that track blogs, repos, and living pages for changes. Use when adding, listing, removing, or checking monitored resources. Also use when the discovery skill flags a resource as monitorable. Triggers on: 'monitor this', 'subscribe to', 'track this repo', 'watch this blog', 'what are we monitoring', 'check feeds', 'unsubscribe', 'stop monitoring', or any task involving feed subscriptions.
Migrate large folders from the C drive to another drive (D/E/F, etc.), keeping the original path usable via directory junction and freeing up C drive space. Use this skill when the user mentions insufficient C drive space, C drive turning red, migrating large folders, freeing up C drive space, or symlink migration. Use when user mentions C drive full, move large folder, free up C drive space, symlink/junction migration.
Queries and manages Microsoft SQL Server databases via the mssql CLI. Use when running SQL queries, inspecting table schemas, or managing server connections. Triggers on phrases like "SQL query", "database", "table schema", "run query", "SQL Server", "mssql", "check the database", "look up in the database".
RETIRED 2026-07-15 — the Mux pipeline was replaced by wzrrd-video (fully Cloudflare-native). Use skills/wzrrd-video instead. Kept for historical Mux asset management only. Covers direct uploads, API asset management, webhook event flow, playback embedding, and the Mux CLI. Use when uploading video, creating assets, checking encoding status, embedding playback, or handling Mux webhook events.
Name a business, product, or service and secure a matching domain. Use when brainstorming names, evaluating name quality, checking domain availability, choosing between name candidates, or planning a domain strategy. Covers naming frameworks, name-quality criteria, trademark basics, domain extensions, and the full name-to-domain pipeline. Trigger on "help me name my business", "name ideas", "find a domain", "business name", "product name", "domain name", "what should I call it", "naming strategy", "check domain availability".
Image generation skill, to be used when the user needs to generate images, visual infographics, create images, or edit/modify/adjust existing images. Image generation service based on the NanoBanana2 model of China's API 易 proxy site (https://api.apiyi.com/), with no need to access the external network. Supports 14 image aspect ratios (`1:1`, `16:9`, `9:16`, `4:3`, `3:4`, `3:2`, `2:3`, `5:4`, `4:5`, `1:4`, `4:1`, `1:8`, `8:1`, `21:9`, etc.) and 3 resolutions (1K, 2K, 4K), and supports text-to-image and image-to-image editing. Based on Google's NanoBanana2 model (fast model), accessed via API 易's domestic proxy service.
Generate images using Google's Nano Banana Pro (gemini-3-pro-image-preview). Accepts text prompts and optionally images (for editing/transformation) as INPUT. Returns generated IMAGES as OUTPUT. Use when user asks to create, generate, edit, or draw images, infographics, visualizations, diagrams, charts, or illustrations. Excellent for data-accurate infographics and text rendering.
Implicit use requires an explicit or already-established Nature Portfolio context. Design, revise, audit, and export submission-grade quantitative figures and multi-panel layouts using Python or R, and route manuscript schematics or graphical abstracts through an appropriate visual workflow. Within that scope, use for 论文配图、科研绘图、Figure 1 or journal-ready SVG/PDF/TIFF. Do not use for statistics-only inference, dashboards, slide decks, photo editing, or general illustration
Implicit use requires an explicit or already-established Nature Portfolio context. Simulate a pre-submission referee assessment of a supplied full or partial manuscript, abstract, or manuscript package, with reports and a synthesis on novelty, significance, rigor, evidence, reproducibility, and readability. Within that scope, use for 模拟审稿、投稿前自审 or reviewer report. Do not draft real rebuttals, polish prose, or perform a statistics-only reporting audit
Use this skill when the user wants to polish, rewrite, shorten, or review prose so it sounds natural rather than AI-generated. Trigger for Traditional Chinese or English drafts, rough notes, source material, articles, technical docs, code comments, commit messages, PR descriptions, sales copy, or requests to remove AI tells, slop, fluff, or formulaic phrasing.
Generate presentations in NetEase Red + White (网易红) style as both HTML slides and PPTX files. Use when user says "红白风格PPT", "网易红演示", "红白slides", "netease red slides", "做个红白PPT", "做个红白HTML演示", or wants to create presentations matching the NetEase brand aesthetic (red D51312, RGB 213/19/18 + white, Swiss Modern style with diagonal clip-path accents). Supports two output formats: interactive HTML (with animations, nav, inline editing) and static PPTX (via PptxGenJS). Can generate both from the same content.
News site content extraction. Supports WeChat official accounts, Toutiao, NetEase News, Sohu News, and Tencent News. Activate when users need to extract news content, scrape official account articles, crawl news, or obtain news as JSON/Markdown.
Comprehensive SaaS architecture planner for Next.js and Supabase applications. Converts ideas into production-ready technical plans with database schemas, file structures, feature breakdowns, and week-by-week development roadmaps. Use when planning subscription-based applications, multi-tenant SaaS products, or building from idea to launch with Next.js and Supabase stack.
NocoBase 2 only; never use in a NocoBase 3 project. Design, build, and verify source-code applications in NocoBase AI Portals based on @nocobase/portal-template-default. This skill is mandatory whenever the selected Portal has portalType "ai". Use it for complete systems, pages, navigation, CRUD, dashboards, forms, dialogs, drawers, URL-addressable subpages, authentication UI, frontend access control, localization, themes, NocoBase API integration, responsive design, test-driven verification, and safe upgrades of existing Portal template, SDK, and Registry source
CLI for debugging Node.js backend processes with non-blocking inspection. Use when the user needs to connect to Node.js processes (by PID, name, Docker, or port), set tracepoints/logpoints/exceptionpoints, capture call stacks and local variables, or inspect console logs. Requires daemon; connect before other debug commands.
Use when drafting or reviewing an SNDA (Subordination, Non-Disturbance, Attornment) agreement, negotiating tenant protection against lender foreclosure, evaluating subordination clauses in a lease, or coordinating tripartite execution among landlord, tenant, and mortgagee for a major-space deal.
Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.
Create Obsidian Canvas files from text content, supporting both MindMap and freeform layouts. Use this skill when users want to visualize content as an interactive canvas, create mind maps, or organize information spatially in Obsidian format
Generate Open Graph (OG) images and social media preview cards for websites, blog posts, and products. Use when creating social share images, Twitter/X cards, LinkedIn post images, or any visual preview that appears when sharing links on social platforms. Produces properly sized images (1200x630, 1200x675, etc.) with crisp typography and professional layouts.
This skill should be used when the user asks about 'account balance', 'how much USDT do I have', 'my funding account', 'show my positions', 'open positions', 'position P&L', 'unrealized PnL', 'closed positions', 'position history', 'realized PnL', 'account bills', 'transaction history', 'trading fees', 'fee tier', 'account config', 'max order size', 'how much can I buy', 'withdrawable amount', 'transfer funds', 'move USDT to trading account', or 'switch position mode'. Also use for '总资产', 'full balance', 'all assets', 'total holdings', 'net worth', 'how much do I have in total', 'show all my balances', 'all account balances', 'asset overview', 'aggregated balance', 'asset snapshot', '资产快照'. Requires API credentials. Do NOT use for market prices (use okx-cex-market), placing/cancelling orders (use okx-cex-trade), or grid/DCA bots (use okx-cex-bot).
General ontological analysis skill. Use when: analysing a domain to identify what things exist, how they relate, and what makes them the same thing over time; producing a domain ontology model from requirements or existing systems; reviewing an existing model for ontological coherence. Produces ontology models that inform architects (for solution design) and engineers (for implementation). Does NOT produce architecture designs or code — those are downstream concerns.
Searches Google and extracts full page content from every result via trafilatura. Returns clean readable text, not just snippets. Use when the user needs web search, research, current events, news, factual lookups, product comparisons, technical documentation, or any question requiring up-to-date information from the internet.
OpenClaw troubleshooting skill. Use when users encounter the following issues: 1. Gateway fails to start, cannot connect, or is unresponsive 2. Channel connection issues (WhatsApp, Telegram, Discord, etc.) 3. Model configuration issues (API Key, model switching failures) 4. Dashboard/Control UI won't open or connection fails 5. Session issues (lost sessions, cannot create new sessions) 6. Configuration errors (config file errors) 7. Node issues (pairing failures, tool call failures) 8. Browser tool issues 9. Cron/heartbeat tasks not running 10. Installation/update issues Trigger keywords: Gateway, start, connect, error, issue, fault, cannot, failure, error, Dashboard, UI, channel, model, session, node, browser, Cron, heartbeat, install, update Find solutions by consulting the official documentation as needed, and provide step-by-step instructions that beginners can follow.
This skill should be used when the user asks to "create an OpenCode tool", "build an OpenCode plugin", "write a custom tool for OpenCode", "use @opencode-ai/sdk", "use @opencode-ai/plugin", "integrate with OpenCode", "create OpenCode hooks", "define tool schema", "use tool.schema", "work with OpenCode sessions", or needs guidance on OpenCode SDK patterns, plugin development, or custom tool creation.
Generate or edit images through OpenRouter's multimodal image generation endpoint (`/api/v1/chat/completions`) using OpenRouter-compatible image models. Use for text-to-image or image-to-image requests when the user wants OpenRouter, `OPENROUTER_API_KEY`, model overrides, or provider-specific `image_config` options.
Use when planning, applying, validating, or archiving OpenSpec changes in this repo, or when downstream AI tools need OpenSpec JSON status/instructions. NOT for generic code review, unrelated docs edits, or replacing generated upstream openspec-* skills.
Use the unified Opper SDKs (`opperai` package for both Python and TypeScript, with built-in agent support) for AI task completion, structured output with Pydantic / Zod / JSON Schema, knowledge base semantic search, streaming, tracing, tool use, and multi-agent composition. Use this skill whenever the user is writing Python or TypeScript code that imports `opperai`, builds an Opper agent, needs to migrate code off the legacy `opper.call`, or asks how to do anything Opper-related in code — even if they don't explicitly name the SDK. Both languages live in one repo with parallel numbered examples; agents are part of the SDK, not a separate package.
Activate when the user is unsure whether to sell, switch, take profits, or cut losses. Key signals: using purchase cost, unrealized gains or losses, or holding time as reasons to sell, or asking, “I’m already up X%—should I exit?” Also applies to asset allocation dilemmas such as “Should I hold A or switch to B?” Not for pure valuation calculations (use dcf-valuation), judging whether a company is good (use good-business), or emotional reassurance (use equanimity-mindset). This skill addresses one question only: use opportunity cost to unify buy and sell decisions and eliminate false decisions driven by “cost anchoring” and “take-profit/stop-loss” rules.
Apply principled negotiation using BATNA, ZOPA, and the Harvard method to prepare for and conduct negotiations. Use this skill when the user needs to prepare for a negotiation, evaluate their bargaining position, design win-win solutions, or handle difficult negotiation situations — even if they say 'how do I negotiate this deal', 'what's my leverage', 'they won't budge on price', or 'help me prepare for this meeting'.
GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA acceleration, or wants to speed up NumPy, pandas, scikit-learn, scikit-image, NetworkX, GeoPandas, or Faiss workloads. Covers physics simulation, differentiable rendering, mesh ray casting, particle systems (DEM/SPH/fluids), vector/similarity search, GPUDirect Storage file IO, interactive dashboards, geospatial analysis, medical imaging, and sparse eigensolvers. Also use when you see CPU-bound Python code (loops, large arrays, ML pipelines, graph analytics, image processing) that would benefit from GPU acceleration, even if not explicitly requested.
Prompt optimization consultant for AI system prompts and custom instructions. Supports Claude API, OpenAI API, Gemini API, CLAUDE.md, ChatGPT, and n8n. Use when user wants to improve, review, or create prompts, system instructions, or custom instructions for any AI platform.
Audit and safely improve Shopify image alt text for product media, collection images, article featured images, and article inline images. Use when a merchant wants image-specific alt text review, batch planning, visual inspection when available, or approved Shopify alt text updates.
Use the public `orca` CLI to operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, worktree comments, and the browser embedded inside the Orca app. Use when the user says "$orca-cli", "use orca cli", "Orca worktree", "child worktree", "cardStatus", "spawn codex/claude in a worktree", "read/wait/send Orca terminal", "terminal send", "full handoff", "handover", "give this to another agent", "another worktree", "Orca browser", "orca artifacts", "share HTML/Markdown", "public artifact link", or "control the browser inside Orca". Prefer this over raw `git worktree`, ad hoc PTYs, Playwright, or Computer Use when the task touches Orca-managed state. Use Computer Use for browser windows, webviews, or desktop UI outside Orca's embedded browser.
Lead an organizational transformation toward a modern product operating model (not “framework adoption”). Produces an Organizational Transformation Pack (diagnostic, target operating model, pilot plan, roadmap, comms, governance). Use for org transformation, product operating model change, moving from feature teams to empowered product teams, and change management. Category: Leadership.
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.