hai-usage-ai
hai-series/hai-framework
Use when: using @h-ai/ai, LLM calls, chat completion, tool calling, function calling, MCP server, streaming, memory management, context compression, summarization, token estimation, RAG, knowledge base, AI client, embeddings, reasoning, rerank, file parsing, speech recognition ASR, speech synthesis TTS, audio, A2A agent-to-agent. 使用 @h-ai/ai 进行 LLM 调用、工具定义、MCP 服务器、流式处理、记忆管理、上下文压缩、知识库、推理引擎、Rerank、文件解析、语音识别与合成、A2A 与会话持久化。
hai-ai
hai-series/hai-framework
Use when: using @h-ai/ai for LLM calls, tools, MCP, streaming, memory/context, RAG, audio, A2A, or the AI client. 当需求涉及 AI 对话、工具、Audio、会话、知识库或 AI 客户端时使用。
hai-create-app
hai-series/hai-framework
Use when: creating or extending apps in hai-framework, adding routes, pages, API endpoints, service workspaces, mobile app, H5 app, admin console. 在 hai-framework 中创建或扩展应用或 API service workspace，包含路由、API 端点、typed contract、服务层与 UI 脚手架代码。
hai-create-module
hai-series/hai-framework
Use when: creating a new module, new package, scaffold, add sub-feature, add provider, create repository, module structure, tsup config, error codes, NotInitializedKit pattern. 在 hai-framework 中创建新模块（package）。
hai-review-app
hai-series/hai-framework
Use when: reviewing app code in hai-framework, auditing app quality, checking app conventions, reviewing routes, reviewing API service workspaces, app security, app i18n review. 对 hai-framework 应用层代码进行审查：路由安全 → 认证授权 → i18n → 组件使用 → API 端点 / service workspace → 服务层 → 性能。
hai-review-module
hai-series/hai-framework
Use when: reviewing code, code review, auditing module quality, checking hai-framework conventions, verifying HaiResult<T> usage, reviewing module structure, PR review, checking naming consistency, verifying NotInitializedKit pattern, auditing performance, security, distributed systems. 对 hai-framework 模块进行全维度代码审查：架构 → 命名 → 类型 → 注释 → 性能 → 分布式 → 安全 → 日志 → 测试 → 文档。
