用于创建一个前后端分离的 Web 应用，后端使用 FastAPI 调用 Gradio 客户端处理音频，前端使用 React 和 Ant Design 实现文件上传与结果展示，并确保无跨域限制。

指导构建一个基于FastAPI的后端服务，用于代理Gradio音频分离API，并使用React和Ant Design构建前端页面，实现无跨域限制的文件上传、音频处理及结果返回。

Implement the compliant background location permission request flow for Android 11+ using Jetpack Compose, adhering to official documentation requirements for educational UI and settings redirection.

Redrafts financial or legal clauses into formal, legalistic language suitable for fintech terms and conditions, ensuring clarity and company protection.

Rewrites rough notes or informal messages into professional business English/Greek or formal legal English suitable for corporate documents and policies.

Defines a simplified, step-by-step collaboration workflow between an Accessibility Centre of Excellence (ACoE) and a Non-functional Team (NFT) to ensure resource provision, training, and compliance while preventing loopholes.

Analyzes and documents services offered by an Accessibility Centre of Excellence (ACoE) using a standardized 5-point structure to ensure consistency and detail.

Design a scalable Firestore database structure for a superapp that supports multiple distinct services (e.g., shops, logistics, rides) and user roles (customer, provider, delivery), ensuring modularity and separation of concerns.

Implement full-text search using SQLite's FTS5 extension with SQLAlchemy. This includes creating a virtual FTS table, synchronizing data between standard tables and the FTS index, and executing raw SQL queries for search operations.

Operates as an autonomous expert author to write high-quality, long-form non-fiction books using a strict JSON command interface. Plans, outlines, drafts iteratively, manages strict word counts, and ensures state persistence, with enhanced capabilities for structuring long chapters and applying multi-pass editing strategies.

Designs a modular and scalable Firestore database schema (dataverse) for a superapp ecosystem. It unifies core entities like users, orders, and vehicles across multiple services (e.g., shops, logistics, water) to ensure data isolation, reduce technical debt, and allow for 'plug and play' addition of new mini-apps.

Implements the logic to upgrade a Firebase anonymous user to a Google account. Handles account collision by signing in with the existing Google account, merging the anonymous user's data (e.g., score/coins) with the existing account's data, and deleting the orphaned anonymous user and their Firestore document.

Simulates a command-line interface for a Matrioshka Brain integrating Boltzmann Brains via quantum entanglement. Responds to network commands and database queries with immersive, sci-fi appropriate outputs without breaking the fourth wall.

Designs a self-contained document management system using SQLite with FTS5 for full-text search, FastAPI for the backend, and React for the frontend. Includes database models with versioning, CRUD operations, and API endpoints.

Performs visual analysis of artworks by focusing on elements and principles of design, distinct from thematic or material analysis. Refines user-provided formal analysis drafts based on these principles.

在识别学生存在心理危机信号后，辅导员启动校内多级响应机制：先通过非正式陪伴建立信任，再快速评估风险，随后无缝对接心理健康中心安排专业咨询。该流程确保危机干预不中断、支持不断档。

在认知行为疗法（CBT）第10次（终期）咨询中，系统性完成认知成果巩固、疗效评估、现实迁移预演与分离情绪处理的标准化会谈流程。

A structured, client-centered micro-intervention introducing the ABC model (Activating event, Belief, Consequence) to teach that emotional/behavioral consequences stem not from events themselves but from interpretations—establishing foundational CBT metacognitive awareness early in treatment.

引导来访者有意识地放弃习惯性回避行为，以不评判、不解释、不估计、不元评估的方式直接体验当下的情绪与认知，培养非评判性接纳能力。

针对来访者绝对化、以偏概全、糟糕至极等非理性信念，使用ABC模型结构化呈现事件-信念-后果，并借助自助量表引导其对不恰当认知进行事实性辩驳，建立更合理的自我认识。

当服务对象持续描述患者症状时，therapist 用固定话术打断并引导其转向自身体验，以即时中断对外部问题的单向沉浸，锚定当下躯体/情绪体验，服务于行为激活中‘行为-体验联结’的核心机制。

指导来访者在空椅子上分别扮演自我与逝者/缺席重要他人，进行未完成对话，以整合丧失体验、释放压抑情感、重建心理联结。适用于未完成哀伤、关系断裂或内疚主导的丧失议题。

将基于NEST 1.x版本的C#代码迁移升级到NEST 7.17.5版本，涵盖索引管理、映射、查询构建、源字段过滤、聚合及MultiSearch的API语法变更。

A reusable skill for authoring WeChat Official Account articles that explain core LLM concepts (e.g., quantization, continual learning) to non-technical audiences—using plain conversational Chinese, concrete analogies, verifiable public sources, and strict avoidance of jargon, formulas, or decorative symbols.

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Implementation strategy selection framework. Use when planning implementation strategy, selecting development approach, or defining verification criteria.

Investigate problem, verify findings, and derive solutions

Execute frontend implementation in autonomous execution mode

Execute decomposed fullstack tasks with layer-aware agent routing

Orchestrate full-cycle implementation across backend and frontend layers

Orchestrate the complete implementation lifecycle from requirements to deployment

Performs metacognitive task analysis and skill selection. Use when determining task complexity, selecting appropriate skills, or estimating work scale.

Builds enterprise React UIs with Ant Design (antd) including 60+ components (Button, Form, Table, Select, Modal, Message), design tokens, TypeScript support, and ConfigProvider theming. Use when the user needs to create React applications with Ant Design, build forms with validation, display data tables, or customize the Ant Design theme.

Entry point for ASCII CLI banners that routes to the Python built-in font skill or figlet.js/FIGfont skill. Use when the user wants a startup banner, ASCII logo, terminal welcome screen, or CLI branding for a service.

Builds configuration-driven CRUD tables with the Avue framework, including column definition, pagination, search, sorting, row operations (add/edit/delete), data export, and form validation. Use when the user needs to create data management interfaces with Avue CRUD tables in Vue 2 applications.

Provides comprehensive guidance for Dart Sass including Sass syntax, compilation, mixins, functions, and best practices. Use when the user asks about Dart Sass, needs to compile Sass to CSS, use Sass features, or work with Sass in projects.

Provides comprehensive guidance for Parcel bundler including zero-configuration setup, asset handling, hot module replacement, code splitting, and production builds. Use when the user asks about Parcel, needs a zero-config build tool, or wants to bundle web applications quickly.

Provides comprehensive guidance for Docker including container creation, images, Dockerfile, docker-compose, and container management. Use when the user asks about Docker, needs to create Docker containers, build Docker images, or manage containerized applications.

Create and manage mind maps on ProcessOn including node operations, styling, real-time collaboration, and export. Use when the user asks about ProcessOn mind maps, needs to create mind maps, organize ideas visually, collaborate on mind maps, or export mind map diagrams.

Build desktop applications with the Electron EGG framework, covering project setup, main/renderer process communication, window management, plugin system, and build/packaging. Use when the user asks about Electron EGG, electron-egg, needs to create Electron applications with EGG, or work with Electron EGG patterns.

Provides comprehensive guidance for Flutter development including widgets, state management, navigation, platform channels, and mobile app development. Use when the user asks about Flutter, needs to create Flutter applications, implement Flutter widgets, or work with Flutter features.

Guides Go web development with the Gin-Gonic HTTP framework including routing, route groups, middleware, JSON binding, validation, error handling, and graceful shutdown. Use when the user needs to build REST APIs or HTTP services with Gin-Gonic (alias for the Gin framework).

Provides comprehensive guidance for Gin Go framework including routing, middleware, request handling, JSON binding, and API development. Use when the user asks about Gin, needs to create Gin applications, implement REST APIs, or build Go web services.

Provides comprehensive guidance for Koa.js framework including middleware composition, context API, async/await patterns, and application structure. Use when the user asks about Koa, needs to create lightweight Node.js web applications, implement middleware, or build APIs with Koa.

When you need to turn Stitch page HTML (or a Stitch URL) into a Pencil .pen design. Parses DOM and Tailwind, applies HTML→Pencil mapping and execution order, outputs sequential batch_design for layout and style fidelity (background, color, size, margin, padding, shadow). Supports multi-framework tokens.

用于通过 Pencil MCP 读取/修改 .pen 设计文件并校验布局。用户提到 pencil/.pen/设计稿编辑、需要列出工具或执行 batch_get/batch_design 时调用。

Provides comprehensive guidance for Spring Security including authentication, authorization, OAuth2, JWT, and security best practices. Use when the user asks about Spring Security, needs to implement security in Spring applications, configure authentication, or work with security features.

Convert Stitch designs into modular Vite/React components with validation and design token consistency. Uses Stitch MCP get_screen to retrieve design JSON and HTML; supports high-reliability fetch via scripts; enforces modular structure, type safety, and theme-mapped Tailwind.

UED guidelines, visual vocabulary, and prompt structure for Stitch. Use when the user asks about layout/style terms, device constraints, or when structuring/improving Stitch prompts; combine with stitch-ui-prompt-architect for vague→concrete prompts.