Scaffolds a complete feature end-to-end: JPA entity, repository, service, DTOs, mapper, controller, migration, tests (fixture + composer + integration test), and frontend actions/page. Use when asked to create a new feature or module.
Develop the Stitch SDK. Covers the generation pipeline, dual modality (agent vs SDK), error handling, and Traffic Light (Red-Green-Yellow) implementation workflow. Use when adding features, fixing bugs, or understanding the architecture.
Design the domain model for the Stitch SDK. Use when mapping MCP tools to domain classes and bindings in domain-map.json. This is Stage 2 of the generation pipeline.
Enforces a disciplined Red-Green-Refactor (TDD) workflow in TypeScript/Node.js. Use this whenever creating new features, fixing bugs, or migrating logic to ensure high-quality, verifiable implementations.
Fetches GitHub contributors for Sky Map and updates the app/src/main/res/values/notranslate-contributors.xml file. Trigger this when asked to "sync contributors", "update contributors", or "refresh credits".
Use when a Shiny for Python (py-shiny) app needs to save and restore its state - shareable URLs that reproduce the current inputs, restoring state after a page refresh, persisting session state to the server, excluding inputs from saved state, or when tempted to hand-roll query-string parsing or a custom persistence layer to remember input values.
Walk through the DirectX Tool Kit for DirectX 12 Getting Started tutorial step by step. Use this skill when asked to follow the tutorial, set up a new DirectX 12 project, or learn how to use DirectX Tool Kit for DX12 from scratch.
Guide for integrating DirectX Tool Kit for DirectX 12 into new projects and understanding the library's API surface. Use this skill when asked about how to use DirectXTK12, set up a new project, or get an overview of available classes and functionality.
Authoring conventions, design principles, and file formats for the d2mcpp (D2X) Modern C++ tutorial project. Use this whenever you add or edit a C++ language-feature lesson — a book chapter, a dslings exercise, a reference solution, or when registering them in SUMMARY/xmake/changelog. Trigger it for any request like "add a chapter for X", "write a dslings exercise for fold expressions", "add the constexpr lesson", "fill the cpp14 section", or anything touching book/src, book/en/src, dslings/, or solutions/. Even small edits should follow these conventions so the bilingual + book/code/checker artifacts stay in sync.