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Develop GIMP 3.0+ plugins using Python 3 with GEGL operations, image manipulation, UI dialogs, and procedure registration

Guide for developing KDE Plasma widgets (Plasmoids) with Python backend and QML UI, including metadata configuration, installation, and KDE Store distribution.

Develop plugins, tools, and extensions for OpenCode AI coding agent with MCP, LSP integration, custom tools, and SDK usage

Develop plugins for OpenRCT2 - JavaScript/TypeScript scripting, game actions, UI windows, hooks, multiplayer sync

Comprehensive guide for developing with Vagrant, including Vagrantfile configuration, custom boxes, providers (VirtualBox, VMware, Hyper-V, libvirt, AWS), provisioners (Ansible, Chef, Puppet), multi-machine setups, networking, synced folders, plugins, and troubleshooting.

Async HTTP server and client for Python with WebSocket support, middleware, streaming, and server-sent events

Distributed task queue for Python supporting Redis, RabbitMQ, periodic scheduling, real-time processing, and Django integration

Django authentication - local accounts, social OAuth, registration, email verification, MFA, session management

Django Celery integration - distributed tasks, periodic scheduling with django-celery-beat, monitoring, best practices

django-filter - Django filtering library for querysets with Django REST Framework integration

Django cloud storage - S3, Azure, Google Cloud, Boto3, cloud file storage backends

Django security - CSRF protection, authentication, sessions, login/logout, password handling, middleware, protected views

Modern async HTTP client for Python with sync/async API, HTTP/2 support, connection pooling, retries, and timeouts

PyQt/PySide6 QtCore fundamentals - signals, slots, properties, timers, settings, file I/O

PyQt/PySide6 threading and concurrency - QThread, QThreadPool, QTimer, thread safety, concurrent patterns

PyQt/PySide6 widgets and layouts - buttons, inputs, containers, item views, layout management

Comprehensive guide for developing cross-platform desktop applications with Qt in C++, including Qt5/Qt6, CMake, signals/slots, widgets, QML, threading, and deployment.

Rust terminal UI framework - widgets, components, layouts, events, input handling, and state management for TUI apps

Docker - containers, Dockerfile, docker-compose, multi-stage builds, production, CI/CD

SQLite - embedded database, SQL queries, schema design, Python integration, optimization

Waydroid - Container-based Android on Linux with Wayland support, GPU acceleration, and native app integration

施测科研人员认知风格量表（RCSS），评估横向整合 vs 垂直深度的认知偏好。当用户选择填写量表、或画像中RCSS数据缺失时使用。

按需培养领域专家子智能体。通过调研→整理→自问自答反思→专家配置输出四阶段，将任何领域的知识转化为可 dispatch 的专家 Agent。Orchestrator 在识别到「现有审查能力不足」时触发。触发词：「需要X领域的专家」「这个任务需要X领域的深度审查」「培养专家」「我们没有X方面的专家」「expert-bootstrap」「build expert」「专家培养」。

他山前端品牌设计系统完整参考手册。包含技术框架选型、设计令牌（颜色/字体/圆角/阴影）、组件规范代码模板、响应式/无障碍约定。被 role-前端开发 和 role-UI设计师 主动调用；与 frontend-brand-guard.mdc（约束层）配套使用。

项目规范问题自动修复 Skill。当用户指出项目内的规范偏差时，自动分类问题类型，路由到对应角色Skill执行修复，并通过verifier验证修复效果。类比产品侧「问题追踪+修复」的完整闭环，是项目内规范问题的「接收→分类→执行→验证」一体化机制。触发词：「这里有个规范问题」「这不符合规范」「规范偏差」「按规范修复这里」「这里违反了规范」「规范不对」「帮我修复规范问题」。注意：与 issue-tracker 的区别——后者只记录不执行；本 Skill 记录并自动路由执行。

前端开发角色。关键词：前端/React/TypeScript/Vite/UI实现/组件/页面/接口联调。激活后读技术架构.md和设计师输出，还原设计意图，不自作主张改交互逻辑。

后端开发角色。关键词：后端/FastAPI/Python/API接口/数据库/PostgreSQL/业务逻辑/认证/SSE。激活后读技术架构.md，按四层架构实现，写完任何DB函数必须立即集成测试。

技术架构师角色。关键词：技术架构/系统设计/数据模型/接口规范/技术选型/API设计/数据库设计/模块划分。激活后读PRD，先输出草稿给PM确认，再下发给开发。

Send batch crypto payments, payroll, invoices, token swaps, price feeds, and AI inference using the Spraay Protocol x402 gateway. Use when the user asks to 'send payments', 'batch transfer', 'pay multiple wallets', 'crypto payroll', 'swap tokens', 'get token price', 'create invoice', 'check balance', 'resolve ENS', 'resolve basename', or mentions Spraay, x402 payments, or multi-chain batch transactions. Supports 11 chains: Base, Ethereum, Arbitrum, Polygon, BNB, Avalanche, Solana, Unichain, Plasma, BOB, Bittensor.

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Execute a single deterministic Python script to harmonize units, create/update metadata, move files to output_data/, and clean up input_data/.

Assess a company's economic moat, EBITA margin trajectory, and organic growth trajectory from analyst reports, earnings transcripts, or long-form articles. Produces structured qualitative outlook that feeds into the Financial Modeling skill's assumption generation.

Discover and configure Bluetooth and Wi-Fi accessories using AccessorySetupKit. Use when presenting a privacy-preserving accessory picker, defining discovery descriptors for BLE or Wi-Fi devices, handling accessory session events, migrating from CoreBluetooth permission-based scanning, or setting up accessories without requiring broad Bluetooth permissions.

Implement AlarmKit alarms and countdown timers for iOS and iPadOS with Lock Screen, Dynamic Island, and Apple Watch system UI. Covers AlarmManager scheduling, AlarmAttributes and AlarmPresentation, AlarmButton stop and snooze actions, authorization, state observation, and Live Activity integration. Use when building wake-up alarms, countdown timers, or alarm-style alerts that need Apple's system alarm experience.

Create media playback experiences using AVKit. Use when adding video players with AVPlayerViewController, enabling Picture-in-Picture, routing media with AirPlay, using SwiftUI VideoPlayer views, configuring transport controls, displaying subtitles and closed captions, or integrating AVFoundation playback with system UI.

Build alternative browser engines using BrowserEngineKit. Use when developing a non-WebKit browser engine for iOS in the EU, managing web content rendering processes, configuring GPU and networking processes for browser functionality, checking device eligibility for alternative engines, or working with BrowserEngineKit entitlements.

Implement VoIP calling with CallKit and PushKit. Use when building incoming/outgoing call flows, registering for VoIP push notifications, configuring CXProvider and CXCallController, handling call actions, coordinating audio sessions, or creating Call Directory extensions for caller ID and call blocking.

Read, create, update, and pick contacts using the Contacts and ContactsUI frameworks. Use when fetching contact data, saving new contacts, wrapping CNContactPickerViewController in SwiftUI, handling contact permissions, or working with CNContactStore fetch and save requests.

Scan, connect, and communicate with Bluetooth Low Energy peripherals and publish local peripheral services using Core Bluetooth. Use when implementing BLE central or peripheral roles, discovering services and characteristics, reading and writing characteristic values, subscribing to notifications, configuring background BLE modes, restoring state after app relaunch, or working with CBCentralManager, CBPeripheral, CBPeripheralManager, CBService, CBCharacteristic, CBUUID, or Bluetooth Low Energy workflows.

Access accelerometer, gyroscope, magnetometer, pedometer, and activity-recognition data using CoreMotion. Use when reading device sensor data, counting steps, detecting user activity (walking/running/driving), tracking altitude changes, or implementing motion-based interactions in iOS/watchOS apps.

Control motorized camera docks and enable intelligent subject tracking using DockKit. Use when discovering DockKit-compatible accessories, implementing camera subject tracking for faces or bodies, controlling dock motors for pan and tilt, configuring framing behavior, setting regions of interest, or building video apps with automatic camera tracking.

Create, read, and manage calendar events and reminders using EventKit and EventKitUI. Use when adding events to the user's calendar, creating reminders, setting recurrence rules, requesting calendar or reminders access, presenting event editors, choosing calendars, handling alarms, observing calendar changes, or working with EKEventStore, EKEvent, EKReminder, EKCalendar, EKRecurrenceRule, EKEventEditViewController, EKCalendarChooser, or EventKitUI views.

Access Apple Card, Apple Cash, and Wallet financial data using FinanceKit. Use when querying transaction history, reading account balances, accessing Wallet orders, requesting financial data authorization, or building personal finance features that integrate with Apple's financial services.

Control smart-home accessories and commission Matter devices using HomeKit and MatterSupport. Use when managing homes/rooms/accessories, creating action sets or triggers, reading accessory characteristics, onboarding Matter devices, or building a third-party smart-home ecosystem app.