Skills
98,067 packaged capabilities and playbooks for agents. Install any of them with one command.
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Smart Label Capture (Scandit `LabelCapture`) in Capacitor projects — extracting multiple fields (price, expiry date, serial or lot number, weight) from a label in one scan, using barcode fields plus text fields with regex patterns. Use for integration, label-definition configuration, captured-label handling, the Validation Flow, and SDK version migration.
Turn complex or visual agent responses into rich, reviewable HTML artifacts the user can annotate and send feedback on, using the lavish-axi CLI. Use when about to give a plan, comparison, diagram, table, code diff, report, or anything easier to grasp visually than as prose.
Analyze data privacy compliance requirements under GDPR, Taiwan's Personal Data Protection Act (PDPA), and related regulations. Use this skill when the user needs to assess data privacy obligations, design compliant data handling processes, evaluate cross-border data transfer risks, or understand data subject rights — even if they say 'do we comply with GDPR', 'can we collect this data', 'what are our privacy obligations', or 'how do we handle user data in Taiwan'.
This skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates calculations, and ensures professional formatting standards that adapt to any template structure.
Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.
Integrate LI.FI for cross-chain swaps, bridging, payments, route discovery, and transfer status tracking across Solana, EVM, Bitcoin, and Sui. Use when building Solana applications or AI agents that need quotes, routes, executable transactions, supported chains/tokens/tools, or cross-chain transfer monitoring.
LinkedIn content management via Chrome browser automation. Use when the user asks to check LinkedIn comments, reply to LinkedIn comments, post on LinkedIn, schedule a LinkedIn post, review LinkedIn engagement, draft a LinkedIn post, check LinkedIn notifications, or manage LinkedIn content. Triggers on: 'LinkedIn', 'check my posts', 'reply to comments', 'schedule a post', 'LinkedIn engagement', 'post to LinkedIn', 'draft a LinkedIn post', 'LinkedIn comments', 'LinkedIn strategy'. Requires Chrome browser automation tools (claude-in-chrome or chrome-devtools-mcp).
LinkedIn post writing with hook formulas, formatting rules, and engagement patterns. Covers post types, algorithm signals, character limits, and content pillars. Use for: LinkedIn posts, professional content, thought leadership, B2B content, personal branding. Triggers: linkedin post, linkedin content, linkedin writing, linkedin strategy, linkedin engagement, linkedin algorithm, linkedin hook, linkedin formatting, thought leadership, professional content, b2b content, linkedin growth
Paper reader. Takes an academic paper (URL, PDF, or file), runs the atom pipeline (split→squeeze→plain→feynman→博导审稿), and synthesizes a fluent analysis. Focus: what gap does it fill, and would a seasoned advisor take it seriously? Use when user shares an arxiv link, paper URL, PDF, or asks to analyze a research paper. Trigger words: '读论文', '分析论文', 'paper', or when user shares an academic paper.
Run GGUF models directly, load LoRA adapters, benchmark inference speed, and serve models via llama-server using llama.cpp. Includes Qwen 3.5 serve scripts (9B dense + F16, 35B MoE) with asymmetric KV cache and thinking mode. Secondary to Ollama; use when needing direct model control or LoRA hot-loading. Triggers on 'llama.cpp', 'GGUF', 'LoRA adapter', 'benchmark inference', 'llama-server'.
Load and performance testing. k6 (Grafana), Artillery, Apache JMeter, Locust (Python). Scenario design, thresholds, ramp-up patterns, and CI/CD integration. USE WHEN: user mentions "load test", "performance test", "stress test", "k6", "Artillery", "JMeter", "Locust", "throughput", "benchmarking" DO NOT USE FOR: unit/integration testing - use testing skills; monitoring in production - use `opentelemetry`
Plan and audit localization, internationalization, regional launch, market entry, translation quality, pricing localization, app store metadata, support readiness, legal/cultural risk, payment methods, time zones, and growth experiments. Use when expanding apps, SaaS, games, developer tools, marketplaces, or content products into new countries or languages.
Turns one long video (YouTube link, podcast, webinar, livestream, or a local file) into finished vertical shorts. Use when the user says long to short, repurpose, long video to shorts, clips from my video, podcast clips, cut my YouTube video into shorts, or gives a long video link. Finds clips that stand alone (one idea, 20 to 60 seconds), scores them, cuts them and edits each one with video-edit (captions, cuts, hook card, callouts, 1080x1920), and writes new scripts in the video-script format from the ideas too spread out to clip. Reads YouTube captions and chapters with yt-dlp, or transcribes a local file with the video-edit studio.
Use when brainstorming ideas, features, or directions for a project where independent perspectives from different model families (Claude/Codex/Gemini) would surface blind spots and spark creative options the user hasn't considered — especially "what cool things can I add", "what should I build next", "give me ideas for X"
Audits, reviews, and refactors code so many coding agents can change it in parallel without merge conflicts: few shared files, strong boundaries, explicit contracts, fast checks. Use when the user says "make this agent-friendly", or when asked to make code agent-friendly or find where parallel agents will collide. Not for general code review; use reviewing-code.
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_state=128, multi-head). Models 130M-2.8B on HuggingFace.
Manage local Airflow environment with Astro CLI. Use when the user wants to start, stop, or restart Airflow, view logs, troubleshoot containers, or fix environment issues. For project setup, see setting-up-astro-project.
Guide for building markdown content pages (blogs, legal, changelogs) in Next.js using fumadocs-mdx, rehype-pretty-code, and shiki. Covers MDX collections, self-contained prose typography, syntax-highlighted code blocks, and the component mappings that keep rendered markdown and custom React code components visually consistent. No documentation UI framework required.
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
Generate compelling marketing copy using the Elevated Direct Response framework. Use this skill when creating landing pages, headlines, email campaigns, ad copy, CTAs, value propositions, or any persuasive marketing content. Applies contrarian educator tone and direct response principles.
World-class marketing expertise combining Seth Godin's permission marketing philosophy, Neil Patel's data-driven growth tactics, and the strategic frameworks from brands like Apple, Nike, and Dollar Shave Club. Marketing is the art and science of creating customers. Great marketing isn't about shouting louder - it's about being more relevant. The best marketers understand that attention is earned, not bought. They build systems that compound, create word-of-mouth, and turn customers into advocates. Marketing is the bridge between what you've built and the people who need it. Use when "marketing, campaign, go-to-market, gtm, launch, promotion, advertising, ads, acquisition, demand gen, lead gen, channel, funnel, conversion, cac, customer acquisition, reach, awareness, consideration, marketing, advertising, acquisition, campaigns, gtm, demand-generation, analytics, channels" mentioned.
Build a custom marketing strategy through an interactive interview. Use when starting a new business, launching a product, or need a structured marketing plan. Develops positioning, audience targeting, channel selection, and customer journey, then exports as a reusable JSON profile.
Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown optimized for LLM processing. Use when converting documents to markdown, extracting text from PDFs/Office files, transcribing audio, performing OCR on images, extracting YouTube transcripts, or processing batches of files. Supports 20+ formats including DOCX, XLSX, PPTX, PDF, HTML, EPUB, CSV, JSON, images with OCR, and audio with transcription.
大师.skill — enter an industry to automatically research 6 tracks [industry leaders / tool map / workflows / knowledge canon / information sources / terminology standards], then distill the findings into a runnable industry Master OS skill. Install it in any Claude Code / OpenClaw / Codex / Hermes agent to put it into “industry veteran” mode. MIT, Python + Shell.
Discovers connected MATLAB-supported hardware devices, searches by capability, and checks required support packages and add-ons. Use when the user asks what hardware is connected, finds a device that supports a capability (e.g., CAN, analog input), or checks if required support packages or add-ons are installed. Does NOT connect to, configure, or acquire data from devices — defers to device-specific skills for usage workflows.
Fit curves and surfaces interactively with the Curve Fitter app for a complete no-code fitting workflow. Invoke this skill when the Curve Fitter app, cftool, curveFitter, or "curve fitting tool/app" is mentioned in any way. Also use when exploring or comparing fit types (regression, interpolation, smoothing, splines, custom equations); excluding outliers interactively; iterating on a fitting workflow; help choosing a fit type; and exporting to a figure, generating MATLAB code, fits to the workspace, and to Simulink Lookup Tables.
Guidance for file picker, file system helpers, bundled assets, and app data storage in .NET MAUI applications. Covers FilePicker APIs, FileResult handling, platform permissions, and common pitfalls across Android, iOS, macOS, and Windows. USE FOR: "file picker", "FilePicker", "pick file", "open file", "save file", "bundled assets", "FileSystem helpers", "AppDataDirectory", "CacheDirectory", "FileResult", "read file MAUI". DO NOT USE FOR: media capture or photo picking (use maui-media-picker), secure credential storage (use maui-secure-storage), or SQLite database files (use maui-sqlite-database).
Diagnose and troubleshoot .NET MAUI Hot Reload issues (C# Hot Reload, XAML Hot Reload, Blazor Hybrid). Covers all UI approaches (XAML, MauiReactor, C# Markup, Blazor Hybrid), Visual Studio, VS Code, environment variables, encoding requirements, and MetadataUpdateHandler. USE FOR: "hot reload not working", "XAML hot reload", "C# hot reload", "UI not updating", "hot reload troubleshooting", "MetadataUpdateHandler", "hot reload Blazor Hybrid", "hot reload VS Code", "DOTNET_WATCH". DO NOT USE FOR: general build errors (not hot reload related), app lifecycle events (use maui-app-lifecycle), or performance profiling (use maui-performance).
Generates a pre-call brief for a booked meeting (discovery or demo): a handoff dossier that lets whoever takes the call walk in prepared, 500 words max. Built from the handoff context (thread + signal + hypothesis), the prospect-profiler card, and any scoring data. Produces an exec summary, company snapshot, prospect profile, conversation starters, no-BANT discovery questions, grounded objection handles, a time-blocked agenda (30/60 min), and success metrics. Adapted for B2B service agencies (BIM/MEP, GIS, custom dev, AI/SaaS engineering outsourcing), NOT US-SaaS. Use when asked: "підготуй до зустрічі", "pre-call brief", "бриф на дзвінок", "meeting prep", "prep me for [meeting]", "досьє на зустріч", "handoff brief", or when handed a booked call. NOT a cold-call script (cold-call-script), NOT meeting-intent scoring (reply-objection-handler), NOT deep customer research (account-dossier)
Build chat, messaging, and AI conversation UIs with @virtuoso.dev/message-list. Use this skill when (1) building a chat or messaging interface, (2) streaming AI assistant responses into a conversation, (3) loading older messages when scrolling up, (4) adding scroll-to-bottom buttons or unseen-message indicators, (5) switching between channels/conversations, or (6) any task involving VirtuosoMessageList, VirtuosoMessageListLicense, useVirtuosoMethods, useVirtuosoLocation, scrollModifier, notifyItemsChanged, scrollToBottomIfAtBottom, scrollToBottomAlways, smooth-scroll retargeting, replacement anchors, or data.append/prepend/map/replace. The package is commercial and requires a license key.
Analyzes a single MLB game from a fantasy perspective given home team, away team, and date. Emits structured matchup signals -- opp_sp_quality, park_hitter_factor, park_pitcher_factor, weather_risk, bullpen_state -- and a short narrative of platoon implications (handedness matchup for hitters). Use when preparing daily start/sit calls, evaluating a streaming pitcher's environment, sizing weather risk, or when user mentions matchup analysis, park factor, opposing pitcher, weather risk, or platoon.
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.