Skills
97,905 packaged capabilities and playbooks for agents. Install any of them with one command.
Development
Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core questions - Why? (YAGNI check) and Simpler? (KISS check) - to ensure clarity before coding.
Sui frontend / dApp development with @mysten/dapp-kit-react (React) and @mysten/dapp-kit-core (Vue, vanilla JS, Svelte, Web Components, other frameworks). Use when building browser apps that connect Sui wallets, query on-chain state, or submit transactions. Covers wallet connection, network switching, transaction execution, query patterns with TanStack React Query, and the specific pitfalls of browser + wallet + async-indexer environments. Pair with the `sui-sdks` skill for @mysten/sui Transaction construction patterns and the `ptbs` skill for PTB semantics
Optimize MATLAB code for better performance through vectorization, memory management, and profiling. Use when user requests optimization, mentions slow code, performance issues, speed improvements, or asks to make code faster or more efficient.
Applies pragmatic OOP, SOLID, object-design rules, and design patterns to NestJS and TypeScript code. Use when writing or refactoring controllers, providers, use cases, entities, value objects, repositories, adapters, factories, strategies, handlers, or tests; when diagnosing god services, primitive obsession, inheritance misuse, duplicated conditionals, or leaky abstractions; and when selecting a pattern without over-engineering. Do not use for pure functional codebases or non-NestJS frontend work. When other skills also apply, reconcile ownership before mutation.
Use when modernizing PHP code: PHP 8.1-8.5 features, PSR/PHP-FIG/PER-CS compliance, PHPStan/Rector/PHP-CS-Fixer/PHPat tooling, DTOs/enums/readonly/property hooks, type safety. Triggers: PHP modernization, type safety, PHPStan, Rector, PHP-CS-Fixer, enum, DTO, readonly, strict_types, property hooks, PHP 8.4, PHP 8.5.
Implement Progressive Web App features for React and Svelte projects. This skill should be used when the user asks to 'make a PWA', 'add offline support', 'create a service worker', 'fix caching issues', or wants installable web apps. Keywords: PWA, service worker, offline, manifest, caching, installable, Workbox, vite-pwa.
Apply Feature-Sliced Design (FSD) v2.1 architectural methodology to frontend projects. Use when organizing code structure, decomposing features, creating new components or features, refactoring existing codebases, or when users mention "FSD", "Feature-Sliced", layers, slices, or frontend architecture patterns.
Document frontend data needs for backend developers. Use when frontend needs to communicate API requirements to backend, or user says 'backend requirements', 'what data do I need', 'API requirements', or is describing data needs for a UI.
Expert patterns for AnimationPlayer including track types (Value, Method, Audio, Bezier), root motion extraction, animation callbacks, procedural animation generation, call mode optimization, and RESET tracks. Use for timeline-based animations, cutscenes, or UI transitions. Trigger keywords: AnimationPlayer, Animation, track_insert_key, root_motion, animation_finished, RESET_track, call_mode, animation_set_next, queue, blend_times.
Expert blueprint for mobile platforms (Android/iOS) covering touch controls, virtual joysticks, responsive UI, safe areas (notches), battery optimization, and app store guidelines. Use when targeting mobile releases or implementing touch input. Keywords mobile, Android, iOS, touch, InputEventScreenTouch, virtual joystick, safe area, battery, app store, orientation.
Comprehensive MQL4/MQL5 development for MetaTrader 4 and MetaTrader 5 platforms. Use when writing, reviewing, debugging, or architecting: Expert Advisors (EAs), custom indicators, scripts, libraries (.mqh), graphical panels, or any MQL code. Also use for: order/position management, risk management, backtesting strategies, communication with external APIs (WebRequest, REST, JSON), inter-program communication, code protection/licensing, and MQL4-to-MQL5 migration. Covers the full MQL ecosystem including trading automation, technical analysis, UI panels, and server integration.
Security-first development guidance based on OWASP ASVS (Application Security Verification Standard). Use this skill automatically when planning or implementing any code that touches user input, authentication, data persistence, network communication, file I/O, cryptography, or access control. This skill ensures all generated code adheres to industry-standard security practices with explicit references to applied guidance.
Use when you need to refactor Java code to adopt modern Java features (Java 8+) — including migrating anonymous classes to lambdas, replacing Iterator loops with Stream API, adopting Optional for null safety, switching from legacy Date/Calendar to java.time, using collection factory methods, applying text blocks, var inference, or leveraging Java 25 features like flexible constructor bodies and module import declarations. This should trigger for requests such as Review Java code for modern Java development; Apply best practices for modern Java development in Java code; Modernize Java code with records pattern matching or switch expressions; Replace legacy idioms with modern Java features; Adopt Java 8+ language features safely. Part of Plinth Toolkit
Audit PostHog experiments and feature flags for configuration issues, staleness, and best-practice violations. Read when the user asks to audit, health-check, or review experiments or feature flags, check flag hygiene, or verify experiment setup.
Form handling with Formisch, the schema-first and type-safe form library for Angular, HonoX, Preact, Qwik, React, React Native, Solid, Svelte, and Vue. Use when creating forms, handling form state, validating inputs, working with field arrays, or using @formisch/* packages.
Expert blueprint for programmatic animation using Tween for smooth property transitions, UI effects, camera movements, and juice. Covers easing functions, parallel tweens, chaining, and lifecycle management. Use when implementing UI animations OR procedural movement. Keywords Tween, easing, interpolation, EASE_IN_OUT, TRANS_CUBIC, tween_property, tween_callback.
Kuikly reactive updates and directive system development assistant (Kuikly DSL). Guides the use of observable, observableList, and observableSet for reactive UI updates, and the correct use of directives such as vfor, vforIndex, vforLazy, vif, velseif, velse, and vbind. Use when working in Kuikly on: (1) declaring reactive fields and binding them to UI properties; (2) list rendering (vfor/vforIndex/vforLazy); (3) conditional rendering (vif/velseif/velse); (4) value-bound rendering (vbind); (5) efficient list updates (diffUpdate); (6) troubleshooting unresponsive reactive data or UI updates; (7) adding, deleting, and modifying observableList/observableSet; (8) reactive update strategies for complex objects.
Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ, DeepSeek-R1, Phi4-Reasoning, Qwen3, Kimi-VL, QvQ), reducing chain-of-thought token usage by 27-51% while preserving accuracy. Triggers on "optimize reasoning", "reduce thinking tokens", "efficient inference", "suppress reflection tokens", or when working with verbose CoT outputs.
Database schema design for PostgreSQL/MySQL with normalization, relationships, constraints. Use for new databases, schema reviews, migrations, or encountering missing PKs/FKs, wrong data types, premature denormalization, EAV anti-pattern.
Diagnoses the health of a project's PostHog SDK integrations — which SDKs are out of date and how to fix them. Use when a user asks about PostHog SDK versions, outdated SDKs, upgrade recommendations, “SDK health,” “SDK doctor” (the former name), or when events or features seem off and it might be due to an old SDK.
Kuikly exposure and visibility event development assistant (Kuikly DSL). Guides the use of five visibility events—didAppear, didDisappear, willAppear, willDisappear, and appearPercentage—to implement component exposure reporting, visible-percentage monitoring, and list-item exposure tracking. Use for exposure reporting, visibility monitoring, list-item exposure tracking, and visible-percentage calculations in Kuikly.
Author ZModel (.zmodel) data schemas for ZenStack V3. Use when defining models, fields, field/model attributes, relations (1-1, 1-many, many-many, self), enums, custom types & mixins, polymorphic models (@@delegate), strongly-typed JSON fields, or computed fields.
Build and maintain documentation sites with Blume, the markdown-first docs framework on Astro and Vite. Use when working in a project that depends on `blume`, scaffolding or configuring a docs site, writing Markdown/MDX content, tuning navigation/search/theming/SEO/AI features, running the `blume` CLI (init, dev, build, eject), or editing `blume.config.ts` and `meta.ts` files.
Expert integration patterns for Claude API and TypeScript SDK covering Messages API, streaming responses, tool use, error handling, token optimization, and production-ready implementations for building AI-powered applications
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.
