Unified API design + ops toolkit — REST/GraphQL design with OpenAPI specs, error handling (RFC 7807, codes, retry-after), versioning (URL/header/query, deprecation, migration),…
Instrument API requests with spans and distributed tracing. Use when tracking request latency or debugging API issues.
Use esta habilidade para melhorar a experiência do usuário a partir do lado Python/FastAPI — mensagens de erro úteis, estrutura de resposta consistente, streaming SSE fluido,…
API validation (OpenAPI, contracts). TODO: Implement for backend. Invoked by: "validate api", "api contract", "openapi validate", "schema validate".
Zod schemas and request/response validation middleware for Hono APIs. Generates Zod schemas from Drizzle tables using drizzle-zod, creates request validation middleware for body,…
Validate REST API standards compliance (versioning, naming, HTTP methods, status codes, pagination, Swagger).
Advises on API versioning strategies, designs deprecation flows, generates migration guides, and handles breaking vs non-breaking change classification.
Apidog API development platform documentation - API design, testing, mocking, and documentation
Build and deploy Apify actors for web scraping and automation. Use for serverless scraping, data extraction, browser automation, and API integrations with Python.
Actorization converts existing software into reusable serverless applications compatible with the Apify platform.
Configure CI/CD pipelines for Apify Actor builds and deployments. Use when automating Actor deployment via GitHub Actions, running integration tests against Apify, or building…
Build a complete web scraping Actor with Crawlee and deploy to Apify. Use when implementing end-to-end scraping: input schema, crawler, data extraction, dataset output, and…
Collect Apify debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information…
Deploy Apify Actors and integrate scraping into external applications. Use when deploying Actors to the platform, integrating Actor results into web apps, or connecting Apify with…
Run your first Apify Actor and retrieve results via apify-client. Use when starting a new Apify integration, testing connectivity, or learning the Actor call/dataset retrieval…
Set up local Apify Actor development with Apify CLI and Crawlee. Use when creating Actors locally, testing with apify run, or establishing a fast develop-test-deploy cycle.
Production readiness checklist for Apify Actor deployments. Use when deploying Actors to production, preparing for launch, or validating Actor configuration before going live.
Handle Apify API rate limits with proper backoff and request queuing. Use when hitting 429 errors, optimizing API request throughput, or implementing rate-aware client wrappers.
Production-grade architecture patterns for Apify-powered applications. Use when designing scraping infrastructure, building multi-Actor pipelines, or integrating Apify into a…
Build Apify Actors (web scrapers) using Node.js and Crawlee. Use when creating new scrapers, defining input schemas, configuring Dockerfiles, or deploying to Apify.
ApostropheCMS is a full-stack Node.js CMS that combines in-context editing for content teams with headless flexibility for developers.
Create apps following contract-port architecture with composition roots. Use when creating new apps in apps/, scaffolding CLI tools, setting up dependency injection, or when the…
Guide for adding a backend layer (REST API, WebSockets, cron jobs) to Fusebase Apps apps. Use when: (1) An app needs a server-side API beyond the Dashboard SDK, (2) Adding REST…
Maintain docs/en/business-logic.md in English — human-readable business logic, main user flows, scenarios, and edge cases.
Build features in the AI Coaching Platform Next.js app. Use for creating pages, components, server actions, TanStack tables, and understanding application architecture.
Submitting, testing, and releasing mobile apps to app stores including App Store and Google Play submission, beta testing, OTA updates, and release management.
Generate Docker and Traefik deployment configurations for any application (Node.js, Python, Go, Rust, Java).
APP-Fraud, PushTAN und Social Engineering aus Bankensicht prüfen: Kundenschutz, Warnpflichten, PSD2/BGB-Haftung, SCA, Empfängerbank, Freeze, Recall und Prozessstrategie.
When the user wants to design, test, or improve their app icon to increase tap-through rate and conversions in App Store search and browse.
Reviews App Intents code for intent structure, entities, shortcuts, and parameters. Use when reviewing code with import AppIntents, @AppIntent, AppEntity, AppShortcutsProvider, or…
Expert lifecycle decisions for iOS/tvOS: when SwiftUI lifecycle vs SceneDelegate, background task strategies, state restoration trade-offs, and launch optimization.
Guides you through comprehensive iOS/Swift app planning and analysis. Use for new apps (concept to architecture) or existing apps (audit current state, plan improvements — from…
When the user wants to plan, script, produce, or optimize App Store Preview videos or Google Play promo videos — the autoplay videos that show in App Store/Play Store search and…
Guide for implementing client-side routing in Fusebase Apps apps. Use when: 1. Adding routing (React Router) to an app, 2. Fixing broken routes or 404s after deployment, 3.
Publishes mobile applications to iOS App Store and Google Play with code signing, versioning, and CI/CD automation.
App Store and Google Play submission automator with Fastlane, screenshot automation, metadata management, and TestFlight/internal testing.
Flutter 앱 테스트 워크플로우를 시작합니다. 테스트 계획 수립 -> 에뮬레이터 테스트 -> 실패 시 디버그 수정 -> 재테스트 순서로 진행합니다. "앱 테스트 워크플로우", "/app-test-workflow", "앱 테스트" 등의 명령으로 활성화됩니다.
AppFlowy Cloud/GoTrue API 的认证与调用流程（获取 token、workspace/文档/数据库/搜索等）。在本仓库用 Python 编写或调试 AppFlowy API 客户端、脚本、自动化或排查接口问题时使用。
Configure CI/CD pipeline for AppFolio property management integrations. Trigger: "appfolio CI".
Collect AppFolio API debug evidence for support tickets. Trigger: "appfolio debug".
Deploy AppFolio integration service to cloud infrastructure. Trigger: "deploy appfolio".
Optimize AppFolio API performance with caching and batch operations. Trigger: "appfolio performance".
Handle AppFolio API rate limits with throttling and backoff. Trigger: "appfolio rate limit".
Reference architecture for AppFolio property management integration. Trigger: "appfolio architecture".
Generates production-grade Appium mobile automation scripts for Android and iOS in Java, Python, or JavaScript.
Guide AppKit app-structure decisions for macOS apps across app delegates, status-item menu bar apps, responder-chain menus, windows, controllers, restoration, archiving,…
Create WWDC-Keynote-ready, self-contained HTML architecture diagrams for Apple platform apps (iOS, macOS, watchOS, tvOS, visionOS).
Apple platform development best practices for Swift 6, SwiftUI, SwiftData, and iOS/macOS apps. Use when building any iOS or macOS app, writing Swift code, designing SwiftUI views,…
Apple Human Interface Guidelines and App Store requirements. Use when designing UI, handling app review requirements, privacy policies, or platform-specific UX patterns.
Use when building, debugging, or publishing Apple MCP servers (AppleScript/JXA → MCP tools for macOS apps).
Collect Apple Notes automation debug evidence for troubleshooting. Trigger: "apple notes debug".
Deploy Apple Notes automation as a local macOS service. Trigger: "apple notes deploy".
Create, read, and list Apple Notes using JXA and AppleScript. Use when learning Notes automation, creating your first automated note, or testing read/write access to Apple Notes…
Production checklist for Apple Notes automation deployments. Trigger: "apple notes production checklist".
Handle Apple Notes automation rate limits and iCloud sync throttling. Trigger: "apple notes rate limit".
Reference architecture for Apple Notes automation systems. Trigger: "apple notes architecture".
Build apps for macOS, iPadOS, watchOS, and visionOS with platform-specific features. Use when creating menu bar apps, iPad split views, Apple Watch complications, Vision Pro…
Comprehensive Apple-grade review of an iOS app covering design (Apple design leader perspective), engineering (architecture and code quality), compliance (App Store rejection…
Expert in AppleScript and JavaScript for Automation (JXA) for macOS system scripting. Specializes in secure script execution, application automation, and system integration.
Use when writing, modifying, or debugging ANY AppleScript that interacts with OmniFocus. Also use when encountering AppleScript errors, unexpected OmniFocus behavior, or when…