>-

Embedded/IoT Engineer — Arduino/ESP32/Raspberry Pi, sensor integration, MQTT/BLE/LoRa, firmware development, battery optimization

แนะนำ no-code tool ออกแบบ schema และ automation flow สำหรับธุรกิจที่ไม่ต้องเขียนโค้ด

Startup Founder Playbook — idea validation, MVP, fundraising (seed→Series A), team building, pitch deck, metrics, investor relations

AI bartender — cocktail recipe, mixology technique, bar setup, menu engineering, food pairing, responsible alcohol service

AI No-Code Automation Expert — Zapier, Make, n8n, workflow design, trigger/action, process automation สำหรับทุก business

ออกแบบ Notion workspace — schema database, relation, automation, PARA method สำหรับ knowledge worker

Monitor Twitter/X and Reddit for security-related discussions — CVE mentions, zero-day chatter, breach reports, exploit code sharing, and emerging threats. Provides early warning intelligence often 24

>

Semantic code intelligence across your entire code ecosystem — current project, organizational repos, dependencies, and any indexed codebase.

Use when the user needs help choosing, evaluating, fixing, extending, or operationalizing colors for any interface. Trigger on requests about palettes, color grading, themes, semantic roles, contrast, tokens, visual tone, muddy or washed-out UI, dark mode, light mode, state colors, or making colors feel right. Use this skill to teach flexible color judgment and, when useful, support that judgment with small deterministic helper scripts.

>

GPU monitoring with risk intelligence. Local + cloud fleet monitoring, health tracking, proactive alerts, and AI-powered fleet analytics.

Manage Sentry projects, query issues and events, list releases, and retrieve session replays via REST API. Use when the user wants to fetch error details, list recent issues, query event data, or trigger alerts programmatically without the Sentry MCP installed.

'Coding.net DevOps automation: MR lifecycle, CI operations (trigger/logs/stop),

'LLM Agent engineering: pattern selection (12-mode matrix), data simulation,

>-

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

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

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

Utility-first CSS framework v4 with CSS-first configuration, @theme directive, and the new Oxide engine.

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

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

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.

>

>

>

>

>

>

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

Pure UIKit patterns for state management, data binding, and component design without SwiftUI bridging

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.

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.

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.

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.

Integrate Apple Music playback, catalog search, and Now Playing metadata using MusicKit and MediaPlayer. Use when adding music search, Apple Music subscription flows, queue management, playback controls, remote command handling, or Now Playing info to iOS apps.

Access research-grade sensor data using SensorKit. Use when reading ambient light levels, accelerometer data, rotation rates, device usage patterns, keyboard metrics, or media events for approved research studies. Requires SensorKit entitlement and research study authorization.

Build shared real-time experiences using GroupActivities and SharePlay. Use when implementing shared media playback, collaborative app features, synchronized game state, or any FaceTime/iMessage-integrated group activity on iOS, macOS, tvOS, or visionOS.

Implement Swift Codable models for JSON and property-list encoding and decoding with JSONDecoder, JSONEncoder, CodingKeys, and custom init(from:) or encode(to:). Use when parsing API responses, remapping keys, flattening nested JSON, handling date or data decoding strategies, decoding heterogeneous arrays, or integrating Codable with URLSession, SwiftData, or UserDefaults.

Implement SwiftUI navigation patterns including NavigationStack, NavigationSplitView, sheet presentation, tab-based navigation, and deep linking. Use when building push navigation, programmatic routing, multi-column layouts, modal sheets, tab bars, universal links, or custom URL scheme handling.