Find the Right AI Skill for Any Job

class

Class & OOP reference — inheritance, polymorphism, composition, SOLID principles, design patterns. Use when designing class hierarchies, refactoring object-oriented code, or learning OOP concepts.

error

Error handling reference — error types, exception patterns, HTTP status codes, retry strategies, and observability. Use when designing error handling, debugging failures, or implementing resilient sys

Oracle

Use the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or browser) for debugging, refactors, design checks, or cross-validation.

Refactoring

Deep refactoring workflow—characterization tests, incremental steps, behavior preservation, design direction, and verification. Use when improving structure...

polish

Pre-release code review - runs lint/type checks, then launches 3 parallel review agents (cleanliness, design, efficiency) to analyze the diff, synthesizes a...

MCP Best Practices

Build production MCP servers with the TypeScript SDK. Covers spec 2025-11-25, SDK v1.28+/v2, transport selection, tool design, error handling, security, perf...

Vue3全家桶 Antd

Vue3全家桶+Ant Design+publish-commons开发技能总结，包含核心特性、TypeScript集成、主题定制、网络请求等内容

Gradients.io

Curated gradients for designers & developers.

Error

Error handling reference — error types, exception patterns, HTTP status codes, retry strategies, and observability. Use when designing error handling, debugg...

Class

Class & OOP reference — inheritance, polymorphism, composition, SOLID principles, design patterns. Use when designing class hierarchies, refactoring object-o...

Android Native Dev

Android native application development and UI design guide. Covers Material Design 3, Kotlin/Compose development, project configuration, accessibility, and b...

Pool Builder Video

Create 60-90 second videos showcasing pool construction stages, design styles, and client testimonials to build trust and highlight builder quality and service.

cryptography

A package designed to expose cryptographic primitives and recipes to Python developers.

Agent Errantry Alignment

Mythological framework mapping Diane Duane's Young Wizards magic system to AI architecture patterns. Use when designing agent workflows or multi-agent systems, explaining AI concepts through accessible metaphor, debugging agent behavior ("what went wrong in the spell"), establishing alignment principles for new projects, or framing constraints for autonomous systems. Provides shared vocabulary, ethical guardrails as binding commitments, and heuristics for recognizing entropic patterns (drift, co

pygame

Pygame is a set of Python modules designed for writing games.

python-patterns

A collection of design patterns in Python.

Build123d Cad

Parametric 3D CAD via build123d. Generate STEP, STL, SVG from Python scripts. Use when the user asks to design, model, create, or export 3D parts, enclosures...

Mck Ppt Design Skill

Create professional, consultant-grade PowerPoint presentations from scratch using python-pptx with McKinsey-style design. Use when user asks to create slides...

gld_ue_template

Unified Design and Interaction Standard Template for EPC Management System, complete React + Ant Design (JavaScript) project template and interactive specifi...

SJYKJ Test Case Generator

Automatically generate pytest test cases from Python code using five design methods including equivalence partitioning and boundary value analysis.

fullstack-softwareddeveloper

Design and develop secure Golang backend and Angular frontend web apps with role-based access, user registration, vehicle info management, and JWT authentica...

Create Cli

Design command-line interface parameters and UX: arguments, flags, subcommands, help text, output formats, error messages, exit codes, prompts, config/env precedence, and safe/dry-run behavior. Use when you’re designing a CLI spec (before implementation) or refactoring an existing CLI’s surface area for consistency, composability, and discoverability.

System Architect

Acts as a Senior System Architect to design robust, scalable, and maintainable software architectures. Enforces industry standards (PEP 8 for Python, ESLint for JS/TS), modular design, and security best practices. Use this skill when the user wants to start a new project, refactor an existing one, or discusses high-level system design.

Golang Design Patterns

Idiomatic Golang design patterns — functional options, constructors, error flow and cascading, resource management and lifecycle, graceful shutdown, resilien...

High Ticket Trust Conversion

Designs product review collection and social proof strategy for DTC stores selling high-ticket electronics (e.g. smart projectors, professional drones). Use...

Mck Skill Repo

Create professional, consultant-grade PowerPoint presentations from scratch using python-pptx with McKinsey-style design. Use when user asks to create slides...

Swiftui Liquid Glass

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liquid Glass usage for correctness, performance, and design alignment.

caching

Caching strategies, invalidation, eviction policies, HTTP caching, distributed caching, and anti-patterns. Use when designing cache layers, choosing eviction policies, debugging stale data, or optimizing read-heavy workloads.

SQL Toolkit

Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.

React Composition

React composition patterns for scalable component architecture. Use when refactoring components with boolean prop proliferation, building flexible component libraries, designing reusable component APIs, or working with compound components and context providers.

Code Mentor

Comprehensive AI programming tutor for all levels. Teaches programming through interactive lessons, code review, debugging guidance, algorithm practice, project mentoring, and design pattern exploration. Use when the user wants to: learn a programming language, debug code, understand algorithms, review their code, learn design patterns, practice data structures, prepare for coding interviews, understand best practices, build projects, or get help with homework. Supports Python and JavaScript.

Universal Game Primitives

Universal game architecture DSL with six primitives (LOOP, TILEGRID, CONTROLBLOCK, POOL, EVENT, DISPATCHER). Use when: (1) designing portable game/sim loops, (2) translating between architectures (68K ↔ Cell ↔ CUDA ↔ ECS), (3) explaining engine structure to AI agents, (4) refactoring chaos into explicit state + flow. Invocation produces: Primitive Map, Dataflow Sketch, Worked Example, Portability Notes.

Vibe Clawing

Transition from vibe coding to vibe clawing by trusting agents with full responsibilities, designing self-closing loops, and climbing the bottleneck ladder.

Jest

Jest best practices, patterns, and API guidance for JavaScript/TypeScript testing. Covers mock design, async testing, matchers, timer mocks, snapshots, modul...

Git Engineering & Repository Strategy

Expert guidance on designing branching strategies, commit standards, code review workflows, monorepo management, automated releases, and maintaining scalable...

Vercel Composition Patterns

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

Prototype Factory

High-fidelity interactive prototype production (Flutter, SwiftUI, React) with motion, stock assets, and pitch-ready handoff. Use when asked to design/build "...

MSW (Mock Service Worker)

MSW (Mock Service Worker) v2 best practices, patterns, and API guidance for API mocking in JavaScript/TypeScript tests and development. Covers handler design...

Vercel Composition Patterns

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing r...

n8n Workflow Engineering

Expertise in designing, building, debugging, and scaling production-grade n8n workflows with proper error handling, versioning, and modular architecture.

Spark (Dify)

Apache Spark is an open-source, distributed computing system designed for big data processing and analytics. It provides high-level APIs in Java, Scala, Python, and R, and supports a wide array of data processing tasks, from SQL queries to machine learning and graph processing. Please apply for an API Key, API Secret and APPID from the [iFLYTEK open platform](https://console.xfyun.cn/services). Th

Swiftdata Code Review

Reviews SwiftData code for model design, queries, concurrency, and migrations. Use when reviewing .swift files with import SwiftData, @Model, @Query, @ModelA...

Swiftui Ui Patterns

Best practices and example-driven guidance for building SwiftUI views and components. Use when creating or refactoring SwiftUI UI, designing tab architecture with TabView, composing screens, or needing component-specific patterns and examples.

Java

Popular secure object-oriented language designed for flexibility to "write once, run anywhere".

Task 2 Refactor - Evomap Asset

Code refactoring tool converting hard-coded structures to configuration-driven designs with dynamic fields and type-safe access.

Uncle Bob

Apply Robert C. Martin (Uncle Bob) principles for clean code, SOLID design, and clean architecture. Use when: (1) reviewing or refactoring code for quality,...

Ui Ux Pro Max

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: g

footer-generator

When the user wants to design, optimize, or audit website footers. Also use when the user mentions "footer," "page footer," "site footer," "footer links," "f...