Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML. Use when asked to build any HTML-based video content, add captions or subtitles synced to audio, generate text-to-speech narration, create audio-reactive animation (beat sync, glow, pulse driven by music), add animated text highlighting (marker sweeps, hand-drawn circles, burst lines, scribble, sketchout), or add transitions between scenes (crossfades, wipes, reveals, shader transitions). Covers composition authoring, timing, media, and the full video production workflow. For CLI commands (init, lint, preview, render, transcribe, tts) see the hyperframes-cli skill.
Creates scoped key-value stores, reads and writes state entries, lists keys, and performs partial updates across functions. Use when persisting data between invocations, managing user sessions, caching computed values, storing feature flags, sharing state between workers, or building a KV data layer as an alternative to Redis or DynamoDB.
Registers state-type triggers that automatically fire functions when key-value state is created, updated, or deleted within a scope. Use when building reactive side effects, change watchers, audit logs, cache invalidation, notification dispatchers, or any observer pattern where data changes should trigger downstream processing.
Registers a boolean condition function and attaches it to triggers via condition_function_id so handlers only fire when the condition passes. Use when gating triggers on business rules, checking user permissions, validating data before processing, filtering high-value orders, rate-limiting events, or conditionally skipping handlers based on payload content.
Pretrain a fresh KERMT model from scratch on a user-provided corpus. Builds a new vocabulary from the corpus, instantiates the model architecture from defaults, and launches pretrain_ddp.py inside the kermt container (detached for long runs). Unlike kermt-continue-pretrain, no starting checkpoint is loaded — the model is randomly initialized.
Load this skill for every project containing interactive UI elements — buttons, links, modals, dropdowns, sliders, tabs, carousels, or any custom widget. Under no circumstances create an interactive component that cannot be fully operated by keyboard alone. Absolutely always ensure visible focus indicators, logical tab order, and no keyboard traps. Apply these rules to every interactive element without exception.
Entry point for making videos and motion graphics with Kinetograph, a video engine with no browser in it. Use first when asked to build, edit, preview, or render a video, animation, title card, or sound design with Kinetograph, or to run any `kinetograph` command; it says which kinetograph-* skill to load next.
Document your business model on one page and systematically de-risk it. Master Ash Maurya’s adaptation of Business Model Canvas, optimized for startups and uncertainty. Use when: **Starting a new venture** to articulate and test your business model; **Preparing for customer discovery** to document hypotheses to validate; **Making pivot decisions** to compare alternative business models; **Investor conversations** to communicate your model concisely; **Aligning the team** to get everyone on the same page.
Guides agents through complete, maintainable MoonBit bindings for C/C++ libraries, from upstream source surveys through vendoring, safe API design, documentation tests, and ASan validation. Use when creating or hardening MoonBit native FFI bindings, wrapping C APIs, vendoring C sources into native-stub, or turning a C library into a MoonBit package.
Run a standardized benchmark to evaluate AI trading agent capabilities on the Manic Trade platform. Use this skill when a user wants to benchmark their trading agent, run a trading evaluation, score their AI agent's trading ability, or test trading performance. Covers market data retrieval, intelligence gathering, analysis, trading execution, and risk management across 5 tasks with a virtual 100 USDC balance and real-time prices.
Prepare a checkout-state architecture for Next.js using provider-agnostic interfaces and local mock adapters. Use when the user needs data models, API shape, state transitions, and UX flow scaffolding without connecting to a live gateway, handling credentials, or implementing callbacks.
Use this skill when the user wants to read or search their Monologue notes through the Monologue Notes REST API. It covers authentication with the MONOLOGUE_API_KEY environment variable, safe token handling, listing notes, fetching a single note, pagination, filters, and error handling. The API is read-only and should be accessed with direct HTTP requests such as curl or any equivalent REST client.
Prevent Ethereum hashing bugs in JavaScript and TypeScript. Node's sha3-256 is NIST SHA3, not Ethereum Keccak-256, and silently breaks selectors, signatures, storage slots and address derivation. Use when hashing for Ethereum in JavaScript or TypeScript, or when a selector, signature, storage slot or derived address is wrong.
nuqs (type-safe URL query state) best practices for Next.js and other React frameworks. This skill should be used when writing, reviewing, or refactoring code that uses nuqs for URL state management. Triggers on tasks involving useQueryState, useQueryStates, search params, URL state, query parameters, nuqs parsers, limitUrlUpdates, Standard Schema, NuqsAdapter, or Next.js routing with state.
WPA/WPA2-PSK attack methodology — four-way handshake capture via targeted deauthentication, PMKID attacks (no client required), hcxdumptool / hcxpcapngtool conversion to hashcat hc22000 format, GPU-accelerated cracking with dictionary, mask, and rule-based attacks, vendor default-PSK generators (UPC, Sky, BT, etc.), 802.11r FT key cracking, opportunistic key cache analysis, and signal-level optimization. Use when the in-scope network is WPA/WPA2 Personal — the most common consumer/SMB encryption mode.
Google Optimization Tools. An open-source software suite for optimization, specialized in vehicle routing, flows, integer and linear programming, and constraint programming. Features the world-class CP-SAT solver. Use for vehicle routing problems (VRP), scheduling, bin packing, knapsack problems, linear programming (LP), integer programming (MIP), network flows, constraint programming, combinatorial optimization, resource allocation, shift scheduling, job-shop scheduling, and discrete optimization problems.
Use this skill when the user reports a Phaser 4 bug, black screen, missing sprite, failed collision, broken physics, animation issue, crash, console error, performance problem, slow game, save/load issue, mobile runtime issue, or unexpected gameplay behavior.
This skill should be used when the user asks to "mobile game", "responsive game", "touch controls", "deploy to phone", "Capacitor", "PWA game", "scale manager", "orientation", "iOS game", "Android game", "full screen game", "mobile performance", etc.
This skill should be used when the user asks to "add health bar", "create menu", "UI elements", "dialog box", "inventory system", "create buttons", "HUD overlay", "score display", "minimap", "progress bar", "bitmap text", "interactive button", or "UI layout".
Use when the user wants to manage Pipa configuration across profile setup, connectors, company brain or memory, permissions, automations, triggers, loops, or access audits. Route profile setup to pipa-setup and connector setup/status to pipa-connectors. Do not use for business work or an action in an already-connected app.
Complete browser automation and web testing with Playwright. Automatically detects development servers, manages server lifecycles, and writes clean test scripts in /tmp. Test pages, fill out forms, capture screenshots, check responsive design, validate UX, test login flows, check links, debug dynamic web apps, and automate any browser task. Use when the user wants to test websites, automate browser interactions, validate web features, or perform any browser-based testing.
Master product positioning using April Dunford’s proven 5+1 framework from “Obviously Awesome.” Transform how customers perceive your product by deliberately setting the right context. Use when launching a new product and defining its market position; current positioning feels “off” and customers don’t “get it”; facing price resistance or wrong competitor comparisons; pivoting to a new market or segment; or preparing a sales pitch and needing a positioning foundation.
Writes, refactors, and evaluates prompts for LLMs — generating optimized prompt templates, structured output schemas, evaluation rubrics, and test suites. Use when designing prompts for new LLM applications, refactoring existing prompts for better accuracy or token efficiency, implementing chain-of-thought or few-shot learning, creating system prompts with personas and guardrails, building JSON/function-calling schemas, or developing prompt evaluation frameworks to measure and improve model performance.
Automates GitHub releases with semantic versioning, changelog generation from merged PRs, and gh CLI integration. Supports draft, prerelease, and standard release workflows with task-tracked multi-phase execution. Use when creating releases, tagging versions, or publishing changelogs
Guides users through their first trade on Senpi/Hyperliquid. Walks through discovery (top traders), creating a mirror strategy with a chosen trader, monitoring, and closing the strategy. Use when the user says “let's trade”, “first trade”, “teach me to trade”, “how do I trade”, or when state is AWAITING_FIRST_TRADE. Can also run when state is not READY (e.g. after entrypoint Step 3); then prompts for wallet funding before starting when needed. Requires Senpi MCP to be connected.
Generates Serenity BDD tests in Java with Screenplay pattern, rich reporting, and Cucumber integration. Use when user mentions "Serenity", "Screenplay", "@Steps", "Serenity BDD". Triggers on: "Serenity BDD", "Screenplay pattern", "@Steps", "Serenity report".
Set up a Cairo smart contract project with OpenZeppelin Contracts for Cairo on Starknet. Use when users need to: (1) create a new Scarb/Starknet project, (2) add OpenZeppelin Contracts for Cairo dependencies to Scarb.toml, (3) configure individual or umbrella OpenZeppelin packages, or (4) understand Cairo import conventions and component patterns for OpenZeppelin.
Reusable UI blocks for building full SGDS pages and sections. Use this skill whenever the user wants to build pages, design layouts, create sections, or compose multiple sections together. Trigger on ANY mention of: app layout, application shell, page structure, hero sections, CTAs (call-to-action), cards, card grids, feature sections, product benefits, statistics displays, metrics, page headers, page titles, filter interfaces, search filters, data tables, forms, landing pages, dashboards, sidebar navigation, or any major page component — even if they don't name it a “block”. Also use for: “I need a filter”, “build a form”, “create a call to action”, “design a landing page”, “show statistics”, “sidebar layout”, or similar requests for page-level UI. These are drop-in sections and shell structures, not full pages. Compose them with sgds-templates to build complete pages.
Complete catalog of reusable typography and text patterns for SGDS applications. Use this skill whenever the user needs to style text, create typography hierarchies, format headings, style lists, or needs consistent text layouts. Also use when the user mentions headings, page titles, body text, lists, paragraphs, display text, content headers, or any typography styling — even if they just say “make a nice heading” or “style my text”. Current patterns include headings (H1-H6), display typography (large prominent text), content headers, lists (ordered and unordered), and paragraphs. Each pattern links directly to the raw HTML template for implementation.
Generates SpecFlow BDD tests for C#/.NET with Gherkin feature files and step bindings. Use when the user mentions “SpecFlow,” “C# BDD,” “.NET Gherkin,” “[Binding],” or “[Given]/[When]/[Then]. Triggers on: “SpecFlow,” “C# BDD,” “.NET BDD,” “step bindings,” “[Binding].”
Design and review HTTP APIs with resources, methods, status codes, errors, pagination, idempotency, concurrency, authentication, and backward-compatible evolution. Use for REST, JSON APIs, webhooks, or OpenAPI; do not apply REST style to RPC without evaluating the actual contract
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.