Content & Media

Testing pyramid and test writing standards for UT/IT/ST/E2E.Use when: writing tests, discussing test coverage, test strategy, or test naming.Keywords: test, unit, integration, e2e, coverage, mock, 測試, 單元, 整合, 端對端.

Guide OAK strategic implementation planning with structured phases, constitution alignment, and the oak.plan-* command workflow. Use when creating plans, understanding OAK planning conventions, or structuring development work.

Guide OAK constitution maintenance with amendment workflows, validation frameworks, semantic versioning, and agent instruction synchronization.

前端开发规范，包含 Vue 3 编码规范、UI 风格约束、TypeScript 规范等

Creates a fully functional Drizzle ORM setup with a provisioned Neon database. Installs dependencies, provisions database credentials, configures connections, generates schemas, and runs migrations. Results in working code that can immediately connect to and query the database. Use when creating new projects with Drizzle, adding ORM to existing applications, or modifying database schemas.

Expert UI/UX design guidance for unique, accessible interfaces. Use for visual decisions, colors, typography, layouts. Always ask before making design decisions. Use this skill when the user asks to build web components, pages, or applications.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

Official Google SEO guide covering search optimization, best practices, Search Console, crawling, indexing, and improving website search visibility based on official Google documentation

Guide for building robust Effect TypeScript applications. Use when setting up Effect projects, implementing error handling patterns, configuring TypeScript for Effect, choosing data types, or applying Effect best practices. Critical for ensuring type-safe Effect code and avoiding common pitfalls.

Adds multi-language support to Next.js websites with proper SEO configuration including hreflang tags, localized sitemaps, and language-specific content. Use when adding new languages, setting up i18n, optimizing for international SEO, or when user mentions localization, translation, multi-language, or specific languages like Japanese, Korean, Chinese.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Shipany AI-powered SaaS boilerplate documentation. Use when working with Shipany framework, Next.js 15, TypeScript, Drizzle ORM, NextAuth, payment integration, or building SaaS applications.

React component development guidelines using TypeScript and shadcn/ui. Use when creating UI components, forms, dialogs, or interactive elements. Ensures consistent styling, accessibility, and follows SEPilot design patterns.

Guidelines for writing BDD-style test code using Ginkgo/Gomega framework in Go. Use when writing tests for Kubernetes operators, controllers, or Go services. Focuses on behavior-driven development with Given-When-Then patterns and table-driven tests.

TypeScript strict type checking guidelines for SEPilot Desktop. Use when creating types, writing functions, or refactoring code. Ensures all code has explicit types, avoids 'any', and passes type checking with strict mode enabled.

Run bioinformatics analyses using Lobster AI - single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality control, and visualization. Use when analyzing genomics data, searching for papers/datasets, or working with H5AD, CSV, GEO/SRA accessions, or biological data. Requires lobster-ai package installed.

Research and explain GPU-driven rendering techniques, find academic papers on graphics algorithms (APV, Spherical Harmonics, BVH), explain complex rendering concepts, and bridge theory to wgpu implementation for your learning project

Validate glTF files against your loader, identify missing features for each phase of compatibility, debug loading failures, and guide your 5-phase glTF progression from simple to complex models

Set up jj repositories including colocation decisions, integrate with development tools like Vite/Vitest, and choose between jj library and CLI for tooling. Use when setting up new repositories, experiencing tool integration issues, or building jj integrations.