Use for general product implementation work that is not primarily backend architecture, pure integration wiring, or screenshot-driven design-to-code.
Guides comprehensive application migration projects including legacy system modernization, cloud migration, technology stack upgrades, database migration, and architecture…
Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web).
USE FOR: Engineering disciplines relevant to formal mathematical systems — control theory, systems engineering, reliability engineering, software verification, signal processing,…
Apply and validate the 7 Key Principles to code - TDD, Fail Fast, Modular, Reuse, Open Source, No Debt, Excellence. Checks code compliance and suggests improvements.
Apply SQL migration files to JusticeHub Supabase database with verification and error handling.
Use jscodeshift when an agent needs AST-based JavaScript or TypeScript codemods for bulk migrations, API rewrites, and large refactors with reviewable diffs.
Insert a trace-aware guardrail layer between agents and their tools so unsafe message patterns or tool-call sequences are blocked by explicit rules.
Applies Azure cost guardrails to a deployment — verifies consumption-priced SKUs, scale-to-zero on Container Apps, SQL Serverless auto-pause, Log Analytics dailyQuotaGb cap,…
Evaluates object-oriented designs to choose composition, inheritance, or algebraic data types. Produces decision rationales, refactoring plans, and review guardrails that reduce…
Feature-Sliced Design(FSD) 아키텍처를 적용한 프론트엔드 프로젝트 개발 지원. FSD 레이어, 슬라이스, 세그먼트 구조 설계, 의존성 규칙 적용, 마이그레이션 시 사용.
Systematic application of the eight privacy design patterns per Hoepman: minimize, hide, separate, abstract, inform, control, enforce, and demonstrate.
Designs, reviews, and migrates codebases using Vertical Slice Architecture (VSA) — organizing by business capability instead of technical layer.
Apprise is a Python library and CLI that sends push notifications to over 100 services including Telegram, Discord, Slack, Amazon SNS, Gotify, email, and more through a single…
Guide for creating content on ose-platform-web Hugo site using PaperMod theme. Covers English-only landing page structure, update posts with date-prefixed filenames, PaperMod…
clasp CLI を使って Google Apps Script プロジェクトをローカルで開発・デプロイする。 TypeScript 対応、スプレッドシート関数、Web アプリ、定期実行トリガーなどを素早く作成できる。 "GAS を作って", "Apps Script を書いて", "スプレッドシートの関数を作って", "clasp create",…
iOS/macOS app deployment and App Store Connect automation using the `asc` CLI — a lightweight alternative to fastlane.
Run an offline ASO audit on canonical App Store metadata under `./metadata` and, when available, add Astro MCP keyword-gap analysis and Apple app-tag context.
Appwrite Kotlin SDK skill. Use when building native Android apps or server-side Kotlin/JVM backends with Appwrite.
Appwrite is an open-source, self-hosted backend platform that provides authentication, databases, storage, functions, messaging, and realtime APIs out of the box.
Appwrite PHP SDK skill. Use when building server-side PHP applications with Appwrite, including Laravel and Symfony integrations.
مراجعة كود عربي — راجع الكود مع فحص التعامل مع النصوص العربية وRTL والتعليقات العربية
Guides writing, reviewing, and modifying Arazzo workflow specifications (OpenAPI Initiative standard for multi-step API workflows).
Architecture Review Board preparation — combined impact analysis of all change requests against the existing codebase baseline (MAIN).
Three-phase architecture design review pipeline: Architect creates initial design, Refiner improves it, Critic challenges it.
Troubleshoot ARC (Actions Runner Controller) runners on Rackspace Spot Kubernetes. Diagnose stuck jobs, scaling issues, and cluster access.
arc42 architecture documentation template (all 12 sections) combined with C4 diagrams (Context, Container, Component, Deployment) in PlantUML.
Schreibt arc42 Sektion 9 (Architekturentscheidungen): ADRs im Nygard-Format, Entscheidungsdokumentation, Begründungen, Alternativen.
Load ArcBlock company context (products, technical architecture, strategy) on demand. Use `/arcblock-context` to see available topics, or `/arcblock-context ` to load…
Help with ArcGIS Maps SDK for JavaScript authentication and access configuration. Use for API key setup, OAuth, browser-safe configuration, and choosing the right access model for…
Set up or upgrade apps that use ArcGIS Maps SDK for Kotlin. Use when asked to add the SDK to an Android project, configure Gradle dependencies, or create the first working map or…
Architecture guidance for DDD, Clean Arch, SOLID, common patterns, and system design documents. Load when deciding how to structure modules, layers, boundaries, or design…
Analyze LangGraph application architecture, identify bottlenecks, and propose multiple improvement strategies
Use when auditing a codebase for architectural violations, dependency rule breaches, layer boundary violations, or pattern inconsistencies.
Verify architecture health including layer violations, circular dependencies, package structure, and design pattern compliance
Architecture-aware review against canonical structured YAML artifacts. Read-only workflow; no legacy prose docs.
Apply Domain-Driven Design (DDD) architecture to backend projects. Use for tasks like defining bounded contexts, aggregates and invariants, entities/value objects, domain…
Use when you need to identify which architectural patterns a codebase uses, understand its structural boundaries, or generate an architecture profile before auditing.
Modular / TMA (The Modular Architecture) — each feature is a Tuist or SPM module with Interface, Sources, Tests, Example targets.
Apple Cocoa MVC for iOS (UIKit). Use when implementing or refactoring against the default Apple sample-code pattern. Reject for production apps that will scale past 20 screens.
MVVM for SwiftUI using the iOS 17 Observation framework (@Observable). Default for medium SwiftUI apps.
Load the distribution packaging architecture for SGE games including JVM, browser, native, and Android targets
React custom hook design. Use when writing, reviewing, or refactoring use* functions or components with non-trivial state/effect logic.
Uber RIBs (Router-Interactor-Builder). Hierarchical RIB tree, RxSwift-driven, Builder/Component DI. Use only at Uber-scale teams (≥30 iOS engineers) with deeply nested state.
Formalize architecture planning into a single, iterative workflow and produce one canonical architecture document (no doc sprawl).
Update architecture documents to reflect the current codebase state. Compares documented modules, types, and components against actual code and proposes updates for human review.
The Composable Architecture (TCA) by Point-Free, SwiftUI-first. @Reducer + @ObservableState, Effect-driven, exhaustive testing via TestStore.
Draw architecture diagrams on Feishu whiteboards via API. Use when user asks to create system architecture diagrams, flowcharts, module relationship diagrams, or visualize code…
Use when the user wants to authenticate with or log in to the ArchAstro developer platform, or when the CLI reports an authentication error.
Use when the user wants to write, test, or deploy an ArchAstro script — custom logic for agent tools, workflow nodes, and routines.
Agent de conception qui génère des diagrammes Mermaid à partir de l'index d'architecture produit par archi-scanner.
Use whenever .archik/main.archik.yaml or architecture.archik.yaml exists in the project, or the user asks about architecture, services, dependencies, or data flow.
Create ArchiMate enterprise architecture diagrams using PlantUML stdlib macros. Best for TOGAF viewpoints, layered EA modeling (Business/Application/Technology), motivation…
Technology architecture specialist providing friendly coaching and system design guidance. Use when discussing system architecture, technology stack selection, design patterns,…
Software architecture specialist for Next.js/Supabase SaaS systems. Use PROACTIVELY when planning new features, designing database schemas, evaluating multi-tenant patterns, or…
Expert guidance for GabeDA v2.1 architecture (34 modules) - implementing models, features, debugging 4-case logic, and maintaining the /src codebase.
⚡ PRIMARY TOOL for: 'what's the architecture', 'system design', 'how are layers organized', 'find design patterns', 'audit structure', 'map dependencies'.
Expert architecture reviewer specializing in system design validation, architectural patterns, and technical decision assessment.
Professional software architecture skill for analyzing existing codebases, designing new systems, creating comprehensive planning documents, and guiding technical decision-making…
Strategic guidance for designing modern data platforms, covering storage paradigms (data lake, warehouse, lakehouse), modeling approaches (dimensional, normalized, data vault,…