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Integrate Apple Music playback, catalog search, and Now Playing metadata using MusicKit and MediaPlayer. Use when adding music search, Apple Music subscription…

LobeHub imperative-modal conventions. Use whenever creating, editing, opening, or migrating a modal/dialog/popup — prefer `createModal` / `confirmModal` /…

Collect and analyze on-device performance metrics and crash diagnostics using MetricKit. Use when setting up MXMetricManager, handling MXMetricPayload or…

Transcribe audio files using Qwen ASR. Use when the user sends voice messages and wants them converted to text.

Use when building, refactoring, or documenting Graft apps and proxies, including when asked to create a tool server, API server, dual-protocol server, or MCP-HTTP bridge. Graft's core thesis: define tools once and serve them as both HTTP REST endpoints and MCP tools from the same server, with discovery, docs, and OpenAPI generated automatically. Covers concrete actions such as defining tools and handlers, configuring authentication middleware, setting up HTTP and stdio transports, generating OpenAPI documentation, wrapping existing APIs via proxy mode, and wiring up the full CLI workflow.

使用 Pydantic AI 构建 AI 智能体——工具、能力、结构化输出、流式传输、测试和多智能体模式。当用户提及 Pydantic 时使用。

Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights. Use when analyzing user feedback at scale,…

Debug package usage guide. Use when adding debug logging, understanding log namespaces, or implementing debugging features. Triggers on debug logging requests…

精通自主 AI 智能体的设计与构建。掌握工具调用、多智能体编排、任务规划与执行，以及将 LLM 与外部 API、数据库和自动化工作流集成。擅长使用 LangChain、AutoGPT、CrewAI 等框架开发能够推理、决策并独立完成复杂目标的智能体系统。

Create, read, and manage calendar events and reminders using EventKit and EventKitUI. Use when adding events to the user's calendar, creating reminders,…

Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or strategic bet.

Create award-winning, cinematic frontend interfaces that feel ALIVE. Combines 10+ years of creative frontend experience with technical excellence. Specializes…

Provides and generates LangChain4j tool and function calling patterns: annotates methods as tools with @Tool, configures tool executors, registers tools with…

Migrate a file to use stricter Pyrefly type checking with annotations required for all functions, classes, and attributes.

Add Apple Pencil drawing, canvas views, tool pickers, and ink serialization using PencilKit. Use when building drawing apps, annotation features, handwriting…

通过更新 AT_DISPATCH 宏为 PyTorch 算子添加无符号整数（uint）类型支持。用于为 uint16、uint32、uint64 类型添加支持时…

Perform cryptographic operations using Apple CryptoKit. Use when hashing data with SHA256/SHA384/SHA512, generating HMAC authentication codes, encrypting with…

Control smart-home accessories and commission Matter devices using HomeKit and MatterSupport. Use when managing homes/rooms/accessories, creating action sets…

Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java. Generates document ingestion pipelines, embedding stores,…

When the user wants to create, optimize, or audit campaign landing pages for paid ads, email, or other traffic. Also use when the user mentions "landing page,"…