技能

DDD testing strategy — domain model unit testing, aggregate root testing, repository testing with mocks, application service integration testing, adapter E2E testing, test pyramid for DDD layered/hexagonal/clean architectures, and Test-Driven Domain Design (TDDD). Use when user asks about testing strategy, 测试策略, DDD testing, aggregate test, repository test, test-driven domain design, or needs to test DDD applications.

系统化的根因调试指南。适用于测试失败、构建中断、行为不符合预期或遇到任何意外错误时。

管理弃用和迁移。适用于移除旧系统、API 或功能，或将用户从一个实现迁移到另一个实现时。

Provides comprehensive guidance for Detox mobile testing framework including React Native testing, E2E testing, and test synchronization. Use when the user asks about Detox, needs to test React Native applications, write E2E tests for mobile apps, or configure Detox.

针对疑难缺陷和性能回归的诊断循环。当用户说"诊断"/"调试"时使用，或报告出现故障/报错/崩溃/变慢等问题时使用。

Provides comprehensive guidance for Django framework including models, views, templates, forms, admin, REST framework, and deployment. Use when the user asks about Django, needs to create Django applications, implement models and views, or build Django REST APIs.

协作进行文档创建和编辑。当用户需要协助撰写、编辑或共同创作文档、文章或报告时使用。

Guidance for running AI/ML workloads on Docker. Covers Docker Model Runner (docker model pull/run for local LLMs), Docker Agent (multi-agent orchestration for coding tasks), Docker Sandboxes for isolated AI agent execution, GPU acceleration (nvidia-container-toolkit, --gpus flag), AI model serving with Docker, and running open-source LLMs (Llama, Gemma, Qwen) locally. Use when the user asks about docker ai, docker model runner, local LLM, docker agent, GPU docker, sandbox, model serving, or needs to deploy AI models with Docker. 使用场景：docker ai、model runner、本地LLM、docker agent、GPU docker、sandbox、AI模型部署.

Docker entry point — provides comprehensive guidance for Docker concepts, architecture, and basic operations. Covers what Docker is, container vs VM comparison, Docker architecture (Client-Server, daemon, registry), installation guidance for Linux/Mac/Windows, and first-container walkthrough. Includes Docker object model (Image/Container/Registry/Engine), CLI basics, and the Docker ecosystem overview. Use when the user asks about Docker basics, needs to understand Docker concepts, is new to Docker, or wants containerization fundamentals. 使用场景：Docker 入门、什么是 Docker、容器概念、Docker vs VM、Docker 安装、docker 基础命令、container basics、Docker 架构.

Expert guidance for the `docker build` command — building container images, tagging strategies, build arguments, image management and inspection. Covers `docker build` complete syntax, `--build-arg` usage, image tagging (`docker tag`), image inspection (`docker inspect`, `docker history`, `docker image ls`), pushing to registries (`docker push`), image pruning (`docker image prune`, `docker system prune`), and Docker BuildKit basics. Distinct from docker-dockerfile (focuses on Dockerfile authoring) and docker-buildx (focuses on multi-platform builds and advanced BuildKit). Use when the user asks about docker build, docker tag, docker push, docker images, docker image management, or how to build and manage Docker images. 使用场景：docker build 构建镜像、docker tag 打标签、docker push 推送镜像、docker images 镜像管理、docker image 命令、构建参数 --build-arg、镜像标签、docker build 命令.

Expert guidance for Docker image building — docker build CLI, buildx for multi-platform builds, BuildKit features (secret mounts, cache mounts, SSH forwarding, inline cache), Docker Build Cloud for accelerated cloud builds, layer caching strategies (--cache-from, --cache-to, GHA cache, registry cache), and CI/CD build optimization. Use when the user asks about docker build, buildx, multi-platform, multi-arch, linux/arm64, BuildKit, Build Cloud, Docker build acceleration, or build optimization. 使用场景：docker build、buildx、多平台构建、multi-platform、linux/arm64、BuildKit、Docker Build Cloud、构建加速、build optimization.

Guidance for integrating Docker into CI/CD pipelines. Covers GitHub Actions (docker/build-push-action, multi-platform builds with buildx, cache-from/to), Jenkins Pipeline (Docker agent, build/push stages), Docker Build Cloud for accelerated builds, layer caching strategies in CI, image tagging strategies for CI/CD, deployment patterns (rolling update, blue-green). Use when the user asks about Docker CI/CD, GitHub Actions Docker, Jenkins Docker pipeline, buildx multi-platform, Docker Build Cloud, or needs to automate Docker builds. 使用场景：docker CI/CD、GitHub Actions docker、Jenkins docker、buildx、多平台构建、Docker Build Cloud、流水线.