Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
All
Rebuild one public Instagram video post or reel into a deterministic local replica with frozen assets, HTML/CSS, Playwright capture, MP4, and GIF. Trigger on replicate Instagram, reel to MP4, or freeze video locally. Do NOT use for captions, private/auth pages, carousels, Stories, or DMs.
Runs a repository's integration tests against a Veris dependency sandbox through veris-proxy, with the code under test unmodified - the run command from .veris/run.sh, one exec session for iteration, the failure reproduced red before the change and green after it, seeding and fault injection, webhooks via --expose, and a receipt proving the sandbox received the traffic. Use when a change to code that calls an external service needs to be exercised, or a reported integration behaviour needs reproducing.
Use when a coding agent works in a repository where Jujutsu (jj) is available (a `.jj/` directory) — running jj commands, making speculative edits, splitting changes, recovering with the operation log (jj undo / jj op restore), handing off a PR to Git/GitHub/GitLab, updating a PR after review, or coordinating parallel agents. Uses jj as the local change-management layer while keeping Git as the canonical remote, PR, CI, and audit interface. Also use to avoid jj's agent footguns (pager/editor hangs, commit absorption, colocated git/jj desync) or to replace fragile git reset/checkout/stash/rebase recovery with reversible jj operations.
This skill MUST be used when creating or improving conversion-oriented landing pages, LPs, hero sections, animated marketing pages, or 活動頁、 產品落地頁、轉換頁面. It SHOULD also be used when a page needs clearer value propositions and a primary action without naming a landing page. Visual direction follows design-studio; this skill handles conversion structure, animation, implementation, and delivery.
Use when designing multi-tenant OCI environments, setting up production landing zones, implementing compartment hierarchies, or establishing governance foundations. Covers Landing Zone reference architectures, compartment strategy, network topology patterns (hub-spoke vs multi-VCN), IAM structure, tagging standards, and cost segregation.
When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions “launch,” “Product Hunt,” “feature release,” “announcement,” “go-to-market,” “beta launch,” “early access,” “waitlist,” “product update,” “how do I launch this,” “launch checklist,” “GTM plan,” or “we’re about to ship.” Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.
Refactor module-level imports of heavy native dependencies (torch, tensorflow, jax) to function-internal lazy imports. Use when a library import triggers SIGSEGV or slow startup in environments where the native dep cannot fully initialize (e.g., CUDA driver absent, triton C-extension segfault, missing GPU). Predicts test-side effects from removed module attributes.
Uses EHunt Temu category search (gateway route `ehunt/temu/temuCategorySearch`) to search the EHunt Temu category data synced to the local database by keyword for category Chinese names, English names, and category IDs, which are used as the category IDs for product/shop filtering. Triggered when the user mentions EHunt Temu categories, Temu category id, Temu category tree, Temu backend categories, temu categories, syncing Temu categories with syncTemuCategory, then looking up categories, or Temu category search. Even if the user does not mention EHunt, this skill should still be triggered when searching the locally synced Temu category database by keyword for category IDs.
Create and repair interactive Live2D characters from character art or layered PNG/PSD files, covering faithful part separation, inpainting, mesh and parameter binding, experimental direct MOC3 generation, web preview, lip sync, and natural idle motion. Use when the user asks to turn an image into Live2D, optimize an existing model, or reuse a code-based modeling workflow.
Skill for Lombok annotation usage rules. Covers @Data/@Builder/@Slf4j combination rules, the @EqualsAndHashCode(callSuper=true) inheritance pitfall, combination with Jackson/@Builder/@Jacksonized, resolving conflicts with MyBatis no-arg constructors, @Value immutable objects, @With object copying, and @SuperBuilder inheriting a Builder. Corrects the most common Lombok misuses by LLMs: not writing callSuper, omitting @Jacksonized, Builder conflicting with inheritance, and loss of @Builder.Default defaults.
Analyze articles for AI-generated content indicators and rewrite to pass WeChat's 3.27 non-human automated content creation detection. Checks for template phrases, transition word density, sentence uniformity, paragraph pattern repetition, and other signals that WeChat uses to flag AI content. Outputs a risk report and an optional humanized rewrite. Use when the user wants to check if an article looks AI-generated, make an article more human-like, bypass WeChat AI detection, or humanize AI-written content. Also trigger when the user mentions "去AI痕迹", "人性化润色", "微信AI检测", "anti-ai-check", "humanize article", "公众号发文检查".
Use when writing, reviewing, or refactoring Luau code for Roblox — modules, services, controllers, error handling (pcall), memory leaks and connection cleanup, server-authoritative security, input validation, naming conventions, or project organization. Triggers include "best practices", "clean code", "code review", "refactor", "memory leak", "server authority".
Quantifies market breadth using TraderMonty's public CSV data. Generates a composite score from 0–100 across 6 components (100 = healthy). No API key required. Use when the user asks about market breadth, participation rate, advance-decline health, whether a rally is broad-based, or general market health.
Master guide for Material Design 3 — covering the full specification from Material You foundations through M3 Expressive. Explains when to use each Material Design 3 skill subset (color, motion, typography, shape, layout, components, icons). Use this when starting a Material Design 3 project, when you need to understand which M3 skill to apply, or when the user asks about Material Design 3 in general.
Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.
Guidance for .NET MAUI XAML data bindings, compiled bindings, value converters, binding modes, multi-binding, relative bindings, and MVVM best practices. USE FOR: "data binding", "compiled binding", "value converter", "IValueConverter", "binding mode", "TwoWay binding", "multi-binding", "relative binding", "BindingContext", "MVVM binding", "INotifyPropertyChanged". DO NOT USE FOR: CollectionView item templates (use maui-collectionview), Shell navigation data passing (use maui-shell-navigation), or dependency injection (use maui-dependency-injection).
Best practices for building commerce applications with Medusa v2, the headless e-commerce framework. Use when defining Medusa data models, writing workflows and steps with the Workflow SDK, creating API routes or subscribers, building module services that extend MedusaService, throwing MedusaError, or customizing the Medusa admin dashboard.
Decomposes high-level North Star metrics into actionable sub-metrics and leading indicators, maps causal relationships between metric levels, and identifies high-impact experiments to move key metrics. Use when setting product North Star metrics, decomposing business metrics into drivers, mapping strategy to measurable outcomes, identifying which metrics to move through experimentation, understanding leading vs lagging indicators, prioritizing metric improvement opportunities, or when user mentions metric tree, metric decomposition, North Star metric, KPI breakdown, metric drivers, or how metrics connect.
Reason about ML experiment design for healthcare and life sciences data. Use when the user asks to design an ML study, choose a model for clinical/biomedical data, set up cross-validation, pick evaluation metrics, audit fairness, plan a regulatory submission, or critique an ML pipeline on EHR, medical imaging, genomics, molecules, or clinical text. Triggers include "design an ML experiment", "which model for this clinical data", "how should I split", "nested CV", "class imbalance", "AUROC vs AUPRC", "calibration", "decision curve", "net benefit", "TRIPOD+AI", "PROBAST", "CLAIM", "FDA SaMD", "PCCP", "GMLP", "site generalization", "temporal leakage", "scaffold split", "foundation model evaluation", "subgroup fairness", "is this model ready for deployment".
Audit-first redesign of ONE React Native screen (or one flow of 2-3 screens) - extract its current tokens and patterns, produce rated findings, then modernize it lever by lever with atomic commits and before/after screenshots. Preserves navigation, route names, and form semantics. Use when asked to redesign, refresh, modernize, or "make nicer" a specific existing screen. For whole-app redesigns use mobile-redesign-app; for a report without changes use mobile-design-review; for brand-new screens use mobile-taste.
Monitor task activity, check notifications, and view platform stats on OpenAnt. Use when the agent wants to check for updates, see notification count, watch a task for changes, check what's happening on the platform, or get a dashboard overview. Covers "check notifications", "any updates?", "platform stats", "what's new", "status update", "watch task". For personal task history and listing, use the my-tasks skill instead.
Image generation and editing using Google Gemini's Nano Banana Pro (gemini-3-pro-image-preview) model. Use when user requests: "Generate an image", "Create an image", "Make me a picture", "Draw", "Edit that image", "Change the color", "Remove background", "Add transparency", "Modify this image", "Make it transparent", "Change the style", "Add text to image", or any image creation/manipulation task. Supports text-to-image generation, image editing, multi-turn conversations, and transparency extraction via difference matting technique.
Develop, review, diagnose, and refactor NestJS backends while respecting the repository's existing architecture. Use for NestJS modules, controllers, providers, DTO validation, persistence, authentication and authorization, configuration, security, and tests. Inspect the project first; do not force REST, TypeORM, JWT, or a new directory taxonomy when the codebase uses different choices.
Use when driving Netlify web-hosting directly — creating a site, deploying a build (draft or production), setting + verifying a custom domain, reading deploy status, and listing/inspecting sites/deploys/DNS. CLI-first on the `netlify` CLI (which reads NETLIFY_AUTH_TOKEN and runs headlessly — never `netlify login`) with a REST fallback on Netlify's official OpenAPI at https://api.netlify.com/api/v1 (Authorization: Bearer <token>). Resolves any of the ~174 REST operations from a bundled spec via an endpoint index + a $ref-resolver, with the digest-deploy protocol, rate limits, and site_id conventions handled explicitly. Consumes caller-injected credentials (a token resolved by variable name) — it does not provision or resolve them; the token value is read only by the CLI/curl subprocess, never printed. For Netlify static/JAMstack + serverless hosting, not full-stack container apps.
Use for real projects that combine a Next.js frontend/BFF with a NestJS API. Covers ownership boundaries, OpenAPI client generation, session and auth propagation, CORS/proxy contracts, Server Component data fetching, shared environment contracts, and split deployment/runtime alignment.
A dedicated skill for security code review of OpenHarmony distributed systems. Triggered when the user requests "check the code security implementation", "code security review", "security code review", or similar distributed-system code security review requests. This skill provides detailed review guidance for 18 OpenHarmony distributed business security design rules, covering authorization control, state machines, data transmission, permission management, trusted relationships, and other security domains. Using this skill enables dedicated security review for OpenHarmony distributed systems on top of general network security rules.
Run `openspec init` to initialize OpenSpec in a project directory, creating the openspec/ folder structure and configuring AI tool integrations. Use when the user says "initialize OpenSpec", "openspec init", or "set up OpenSpec in this project".
Validate that implementation matches change artifacts using `/opsx:verify`, checking completeness, correctness, and coherence. Use when the user says "verify implementation", "check my work", "/opsx:verify", or wants quality validation before archiving.
Monthly pass / VIP domain (ticket): monthly pass types and the monthly pass lifecycle (creating types / activation / renewal / refund / cancellation / freezing / unfreezing), creation and query of special vehicle types (visitor / blacklist VIP groups), and vehicle identity / owner / VIP queries. Use when the user wants to activate or renew a monthly pass, check monthly passes that are about to expire or have been sold, or create visitor / blacklist VIP groups. Monthly pass payment and deduction records belong to this domain; for real-time charging of temporary parking, use the trade domain (openydt-billing).
Options trading strategy analysis and simulation tool. Provides theoretical pricing using the Black-Scholes model, Greeks calculations, strategy P/L simulations, and risk management guidance. Use when a user requests options strategy analysis, covered calls, protective puts, spreads, iron condors, earnings plays, or options risk management. Includes volatility analysis, position sizing, and earnings-based strategy recommendations. Educational focus with practical trade simulation.
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.