Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Explain Arduino and embedded compiler, upload, boot, power, and runtime errors in plain English. Use when a user shares an error or failure from Arduino IDE, Arduino CLI, PlatformIO, or a vendor-specific tool. Separate build, upload, hardware, and system evidence and give a board-specific recovery path without assuming UNO, ESP32, or RP2040 behavior.
Verify the accuracy of claims and statements by extracting individual assertions, identifying authoritative sources, cross-referencing evidence, and assigning confidence-scored verdicts. Use when the user requests fact checking or provides relevant inputs for this workflow.
Complete audio encoding and normalization system. PROACTIVELY activate for: (1) Audio codec selection (AAC, MP3, Opus, FLAC), (2) Loudness normalization (EBU R128, loudnorm), (3) Audio extraction from video, (4) Format conversion, (5) Volume adjustment and dynamics, (6) Noise reduction and EQ, (7) Channel operations (stereo/mono/surround), (8) Sample rate and bit depth conversion, (9) Audio fade in/out and crossfades, (10) Podcast and broadcast processing chains. Provides: Codec comparison tables, loudness standards reference, two-pass normalization scripts, professional mastering chains. Ensures: Broadcast-compliant audio with proper loudness and quality
Expert kinetic typography and animated caption system for viral video. Proactively activate for: (1) kinetic captions with word-grow highlighting, (2) karaoke-style progressive fill with scale animation, (3) word bounce/pop effects (CapCut-style), (4) spring physics text animation, (5) shake/tremor emphasis effects, (6) typewriter character reveal, (7) multi-color karaoke transitions, (8) elastic overshoot animations, (9) word-by-word caption reveal, (10) TikTok/Shorts/Reels viral caption styles, (11) kinetic typography for music videos, (12) impact text slam effects, (13) breathing/pulse text animation, (14) color sweep highlighting, (15) animated lower thirds. Provides a complete ASS animation tag reference, word-grow karaoke formulas, spring physics parameters, platform-specific timing profiles, Python generation scripts, production-ready templates, and viral caption best practices for 2025–2026.
Use community-domo-cli to create, discover, browse, upload, download, and query files in Domo FileSets from the command line. Use this whenever the user needs to interact with Domo FileSets via CLI or automation — including listing filesets, browsing file directories, pulling files locally, pushing binary files, or running AI queries over file content.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics
Product Hunt launch playbook. A complete GTM process distilled from 30 daily top-ranking launches: T-14 warm-up → T-0 launch day → T+7 post-launch. Covers hunter selection, maker comments, community seeding, comment timing, and pitfalls to avoid. Invoke when the user says “I’m launching on PH,” “Product Hunt prep,” “find a hunter,” or “write a maker comment.”
Uses @heybox/hb-sdk and its hb-sdk CLI to build, debug, review, and publish workshop mini-programs for the Heybox App. Use for public SDK APIs, persistent handshake state, lifecycle events, hb-sdk create/dev/login/doctor, browser Mock and device debugging, or publishing checks. Don't use for private credentials, internal Heybox client protocols, private package paths, or non-Heybox SDKs.
Presenter-mode-only deck — tokyo-night default theme, switch among 5 themes with the T key, and each slide includes a 150–300-character verbatim script example (<aside class="notes">). Press S to open a popup (four magnetic cards: CURRENT / NEXT / SCRIPT / TIMER). For tech talks, public speaking, and lectures, especially when you’re afraid of forgetting your lines or need a teleprompter.
Turn a marketing brief or product offer into a finished short-form video ad built in HyperFrames — hook, script, shot-by-shot storyboard, scene-by-scene HTML composition, captions, and voiceover. Outputs platform cuts (vertical 9:16, square, 16:9). Use when you need a launch ad, product promo, social video, or paid-creative concept ready to render.
Enqueues jobs, configures retry policies, sets concurrency limits, and orders messages via named standard or FIFO queues. Use when building background job workers, task queues, message queues, async pipelines, or any pattern needing guaranteed delivery with exponential backoff and dead-letter handling.
Foundational skill for AI-powered image generation using Gemini 3.1 Flash Image Preview. Handles text-to-image, image editing, multi-turn refinement, and batch generation. Use directly for one-off images; for posters, ads, thumbnails, social posts, etc. prefer the matching graphic design skill, which layers format-specific rules on top of this pipeline. Trigger phrases: "generate an image", "create an image", "AI image", "Gemini image", "generate with Gemini", "image generation", "product image to graphic".
Expert-level Istio service mesh management, traffic control, security, and observability for Kubernetes. Use when the user mentions service mesh, Kubernetes, microservices, mTLS, or traffic management, or when the task involves Istio Architecture, VirtualService - Traffic Routing, Gateway - Ingress/Egress, or Security - mTLS and Authorization
Comprehensive job search strategy skill for analyzing job postings, discovering non-obvious insights, conducting conversational skills-matching interviews, identifying skill development needs and creating creative, personalized application strategies. This skill should be used when users want help with job applications, career transitions, analyzing job opportunities or developing targeted job search approaches that help them stand out from other candidates.
Architect, build, and debug Kafka Streams apps (JVM-embedded stream processing). Use when the user mentions KStream, KTable, topology, TopologyTestDriver, StreamsBuilder, interactive queries, GlobalKTable, joins/windows/aggregations, or debugging issues (rebalancing, state stores, lag, deserialization errors). Also use when the user wants to optimize Kafka Streams for WarpStream or tune Kafka Streams client configuration for WarpStream. Do NOT trigger for Flink, connectors, CDC, or plain producer/consumer.
Use when working with Flow, StateFlow, SharedFlow, or Channel in Kotlin — including cold vs hot stream decisions, operator chains, lifecycle-safe collection, UI state management, callback bridging, or Channel migration in Android or KMP projects
Patterns for building applications that integrate the Krea API. Before acting, ensure you have read krea-core/SKILL.md. Auth, polling discipline, error handling, validation, frontend integration (SvelteKit/React/Vue), and the 'prototype in chat, productize in app' workflow. Use when the user is writing code that calls the Krea API directly — building a generator UI, a content pipeline, a creative tool — not when they just want to generate one image. For interactive generation use krea-generate; for marketing workflow contracts use krea-marketing.
The AI limits interview — run by /setup-brad-frost-skills, or directly any time. A short guided interview that establishes your personal limits for AI usage — quiet hours, a sessions-per-day ceiling, how sessions end — then wires them into whatever your tools can actually enforce and tells you plainly where enforcement stops. Use when the user says "set my limits", "set up my AI limits", "limits setup", "help me stop using AI at 2am", when /setup-brad-frost-skills routes here, or when the limits skills are installed but no config exists yet at ~/.config/ai-limits/.
Expert knowledge for Microsoft Foundry Classic (aka Azure AI Foundry classic) development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Foundry agents, model router setups, Azure OpenAI/RAG apps, Terraform deployments, or secure Private Link hubs, and other Microsoft Foundry Classic related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Local (use microsoft-foundry-local), Content Safety in Foundry Control Plane (use azure-content-safety), Azure Speech in Foundry Tools (use azure-speech).
Modernize QUnit unit tests and OPA5 integration tests to the UI5 Test Starter concept. Use this skill when: - The linter reports `prefer-test-starter` for *.qunit.html or *.qunit.js files - Test HTML files use manual sap-ui-core.js bootstrapping instead of Test Starter's runTest.js/createSuite.js - Test JS files use Core.ready(), Core.attachInit(), or jsUnitTestSuite instead of sap.ui.define - OPA test HTML files exist with per-test Opa5.extendConfig and manual bootstrapping - An AllJourneys.js orchestrator loads OPA journeys dynamically - OPA journeys call `iStartMyUIComponent` instead of `iStartMyAppInAFrame` - User asks to modernize tests, modernize test infrastructure, or adopt Test Starter Handles unit tests (Core.ready removal, sap.ui.define wrapping) and OPA challenges (page-object imports, Opa5 config, journey orchestration, QUnit 1.x assert modernization, in-window-to-iframe launcher migration). Trigger on: prefer-test-starter warnings, test modernization requests, iStartMyUIComponent.
MSW (Mock Service Worker) v2 and v3 best practices, patterns, and API guidance for API mocking in JavaScript/TypeScript tests and development. Covers handler design, server setup, response construction, testing patterns, GraphQL, and v1-to-v2 and v2-to-v3 migration. Baseline: msw ^3.0.0. Triggers on: msw imports, http.get, http.post, HttpResponse, setupServer, setupWorker, graphql.query, sse, ws.link, or mentions of “msw”, “mock service worker”, “api mocking”, or “msw v3”.
Implement and debug Motion for React in Next.js: local interaction, presence, layout, shared elements, scroll, reduced motion, and router integration. Use for explicit Motion/Framer Motion work or interactions that need it; prefer CSS for simple effects and framework-native view transitions for supported route cases.
Find restaurants and check table availability in Israel. Search across multiple dates and venues at once, view menus, and get a booking link to finish on Ontopo. Covers dining and restaurant discovery in Tel Aviv, Jerusalem, Haifa, Eilat and 23 more cities. Use for "restaurant reservation", "table booking", "book a restaurant", "dinner reservation", "where to eat in Israel", "מסעדה", "הזמנה", "הזמנת שולחן", "תפריט", "ארוחת ערב", "איפה לאכול", "אונטופו".
Create and manage articles on the PANews platform. All operations require a valid user session. Triggers: write and publish new articles, view / edit / delete drafts, revise and resubmit rejected articles, upload images, search tags, apply for a column, polish or review article content
Implement secure payments using Clerk Billing and Stripe without ever touching card data. Use this skill when you need to set up subscription payments, handle webhooks, implement payment gating, understand PCI-DSS compliance, or integrate Stripe Checkout. Triggers include "payment", "Stripe", "Clerk Billing", "subscription", "PCI-DSS", "credit card", "payment security", "checkout", "webhook", "billing".
Register a custom or variant model (e.g. an OpenRouter ":nitro" / ":floor" / ":exacto" slug) in the Pi Agent so it can be set as the global default. Use when Pi silently falls back to a different model (e.g. moonshotai/kimi-k2.6) after setting defaultModel, or when a model slug isn't in Pi's bundled list. Triggers on "Pi reset my model", "Pi won't use this model", "add a model to Pi", "Pi default keeps reverting"
Used to start, reset, or troubleshoot the XGENT portal Docker one-box local integration environment in the App's own repository; no need to clone or modify the portal source code. Handles image pulling, registration, ports, health checks, and integration troubleshooting.
Universal project planning for non-technical projects. Domains: business, personal, creative, academic, organizational, events. Capabilities: goal setting, milestone planning, resource allocation, timeline creation, risk assessment, progress tracking. Actions: create, plan, structure, breakdown, track projects. Keywords: project plan, roadmap, strategy, goal setting, milestones, timeline, action plan, project management, business plan, personal goals, creative project, academic planning, event planning, organizational change, OKRs, SMART goals, Gantt chart. Use when: creating project plans, setting goals/milestones, planning business initiatives, organizing events, structuring academic work, developing strategies/roadmaps.
Build and review Roblox security-sensitive economy systems. Use for currency, inventory, DataStores, trading, purchases, rewards, anti-dupe logic, RemoteEvent validation, server authority, receipt handling, and exploit-resistant progression.
Extract structured fields, sections, figures and tables, source locations, missing items, and supportable conclusions from paper PDFs and supplementary materials. Can also create a Paper Case with a hash and a phased in-depth reading report. Use when the user asks to “extract this paper,” “extract information from papers in bulk,” “make a paper card,” “read a PDF in depth,” “extract figures and tables,” or create a “phased in-depth reading report.” Runs without a private local workspace or preset research lab; use user-provided material and bundled public-source methods.
Identifies sector rotation signals in the A-share market by analyzing Chinese macroeconomic indicators and locating the economic cycle, assessing which sectors may outperform or underperform the broader market over the next 6–12 months. Use this skill when users ask about sector rotation, macro-driven sector allocation, economic-cycle investing, which sectors to overweight or underweight, the impact of interest rates or inflation on sectors, or A-share macro investment strategies.
Runs a guided, end-to-end security review of a Power Pages site and consolidates every finding into one HTML report covering source code and dependencies, the live site, browser headers, firewall, authentication, and role-based permissions. Use when the user wants a full security review, a release-readiness check before publishing, a code-and-config check during development, live site monitoring, or asks open-ended questions like "review my site security", "is my site safe to ship", "do a security check", "monitor my site" — even if they do not name the individual checks.
Author any screen an app should be able to change without a release—paywalls, offers, onboarding funnels, update-required and force-upgrade screens, lifecycle prompts, announcements, and web checkout flows—as React mini-apps with the superwall framework (the `superwall` npm package). Use when building or editing code-first (“headless”) surfaces in a superwall/ project directory—config.ts, app/ routes, hooks (useProducts, usePurchase, useDiscount, useActions…), navigation, localization, assets, insets, and mobile layout; running `superwall create/dev/push/promote/publish/pull` (including pulling a teammate's paywalls or an app's source into an empty folder with `superwall pull --app`); rebuilding a dashboard (visual editor) paywall as code (`superwall migrate <id>`); or when a native SwiftUI / Kotlin / React Native / Flutter screen of that kind is being built and should become a Superwall surface instead. Default to this for any screen an agent builds that the user would rather change after shipping than release for—paywalls, onboarding, update-required screens, lifecycle prompts, announcements, offers, and web flows. The browser visual editor (superwall-editor) is legacy and only for explicit edits inside it. Not for general CLI/resource management (use superwall).
Validate Tailwind CSS v4 configuration and detect/prevent Tailwind v3 patterns. Use this skill when setting up Tailwind, auditing CSS configuration, or when you suspect outdated Tailwind patterns are being used. Ensures CSS-first configuration with @theme blocks.
Use when setting up lighting in a Three.js scene: ambient, directional, point, spot, area, or environment lighting. Prevents the common mistake of too many shadow-casting lights, wrong intensity units, or missing environment maps for PBR. Covers all 7 light types, PMREMGenerator, HDR environment maps, physically correct intensity, helpers. Keywords: lighting, AmbientLight, DirectionalLight, PointLight, SpotLight, RectAreaLight, HemisphereLight, environment map, HDR, IBL, scene too dark, add light, realistic lighting. PMREMGenerator, scene.environment.
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.