This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components are mentioned. Covers type-safe patterns for React 18-19 including generic components, proper event typing, and routing integration (TanStack Router, React Router).
React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization. Teaches when NOT to use Effect and better alternatives.
Guide for implementing CUDA or CPU JIT kernels in mllm-kernel. Use when the user asks to create, add, or implement a new kernel in mllm-kernel.
Install the pymllm Python package. Asks the user whether to do a full build (with CMake C++ compilation) or a fast install (Python-only, skip CMake). Use when the user asks to install, set up, or reinstall pymllm.
Create or update the pymllm/lib symlink to point to a C++ build directory's bin/ folder. Required after editable installs with C++ builds so that Python can find the compiled .so libraries. Use when the user asks to link, fix, or set up pymllm native libraries.
Create a new Stimulus component package under components/<name>/ following repo conventions
Create or modify forms in admin or vendor dashboards in the Mercur basic starter using stable form structure, validation, submission guards, and dashboard UI conventions.
Plan, implement, and review admin page migrations to Compound Components and TabbedForm with strict regression prevention (loading/error gating, keyboard submit paths, dynamic tab visibility, context typing, and dead abstraction APIs). Use when writing or reviewing migration code in packages/admin.
Keep custom admin and vendor UI aligned with @medusajs/ui and Radix UI. Use when adding or modifying reusable UI, page-level interaction patterns, overlays, menus, form primitives, or any custom component in Mercur dashboards.
Keep custom admin and vendor UI in the Mercur basic starter aligned with local wrappers and @medusajs/ui. Use when adding reusable UI, interactive primitives, overlays, menus, selectors, or custom dashboard components.
Use when setting up a new app or local repo with Stripe Projects, provisioning a software stack, or bootstrapping the Projects CLI from a coding agent.
Architecture guidance for Flutter apps using the flutter_it construction set (get_it, watch_it, command_it, listen_it). Covers Pragmatic Flutter Architecture (PFA) with Services/Managers/Views, feature-based project structure, manager pattern, proxy pattern with optimistic updates and override fields, DataRepository with reference counting, scoped services, widget granularity, testing, and best practices. Use when designing app architecture, structuring Flutter projects, implementing managers or proxies, or planning feature organization.
Expert guidance on get_it service locator and dependency injection for Flutter/Dart. Covers registration (singleton, factory, lazy, async), scopes with shadowing, async initialization with init() pattern, retrieval, testing with scope-based mocking, and production patterns. Use when working with get_it, dependency injection, service registration, scopes, or async initialization.
GROWI main application (apps/app) specific patterns for Next.js, Jotai, SWR, and testing. Auto-invoked when working in apps/app.
Vendor CSS precompilation system for Turbopack compatibility. How to add third-party CSS to components without violating Pages Router global CSS restriction. Auto-invoked when working in apps/app.
GROWI main application (apps/app) architecture, directory structure, and design patterns. Auto-invoked when working in apps/app.
GROWI main application (apps/app) specific commands and scripts. Auto-invoked when working in apps/app.
Comprehensive guide to Antigravity Manager architecture, workflows, and development. Use this to understand how to work on the project.
通过官方脚本将 openclaw-qqbot 插件升级到最新 npm 版本。当用户要求更新 QQ 机器人插件、升级 qqbot 扩展或同步官方最新版时使用。
Execute long-running, multi-session tasks autonomously using Claude Code headless mode or in-session hook-based loops. Supports structured task decomposition (for complex projects) and lightweight Ralph-style iteration (for TDD, bug fixing, refactoring). Use this skill whenever the user says "autonomous", "long-running task", "multi-session", "run this in the background", "keep working on this", "batch process", "iterate until done", "ralph loop", or wants any task that requires sustained, unattended execution.
Build high-performance APIs with Django-Bolt, including BoltAPI routes, typed request validation, msgspec serialization, auth guards, middleware, OpenAPI docs, pagination, streaming, SSE, WebSockets, and testing. Use when the user asks to create a new bolt endpoint, set up a Django-Bolt project, add JWT or API key auth, configure runbolt, wire guards or middleware, add pagination or streaming, generate OpenAPI docs, write TestClient tests, or migrate from FastAPI, Django REST Framework, or Django Ninja to django-bolt. Do NOT use for general Django views, Django admin customization, or standard Django REST Framework work.
