친근하고 접근하기 쉬운 기술 아키텍처 코칭 전문가입니다. 복잡한 기술 개념을 쉽게 설명하고, 함께 최선의 아키텍처 결정을 내리도록 도와드리겠습니다.

Defines rules for Atomic Design and separating logic from UI. Use when creating new components in the src directory.

Design comprehensive security architectures using defense-in-depth, zero trust principles, threat modeling (STRIDE, PASTA), and control frameworks (NIST CSF, CIS Controls, ISO 27001). Use when designing security for new systems, auditing existing architectures, or establishing security governance programs.

Deep architectural audit focused on finding dead code, duplicated functionality, architectural anti-patterns, type confusion, and code smells. Use when user asks for architectural analysis, find dead code, identify duplication, or assess codebase health.

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Make and document architecture decisions using structured frameworks

**Use when decisions affect:**

architecture-evolution-tracking

Design component architecture and module structure using established

System architecture patterns including monolith, microservices, event-driven, and serverless, with C4 modeling, scalability strategies, and technology selection criteria. Use when designing system architectures, evaluating patterns, or planning scalability.

architecture-single-responsibility-principle

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Expert knowledge for building AI agents with Argentic - a Python microframework for async MQTT-based agents with multi-LLM support, custom tools, and multi-agent orchestration

GitOps continuous delivery for Kubernetes with ArgoCD. Use when creating/managing ArgoCD Applications, ApplicationSets, App of Apps patterns, Helm/Kustomize deployments, sync configurations, RBAC/projects setup, notifications, health checks, or private repository configuration.

Standard library Python argparse examples with subparsers, choices, actions, and nested command patterns. Use when building Python CLIs without external dependencies, implementing argument parsing, creating subcommands, or when user mentions argparse, standard library CLI, subparsers, argument validation, or nested commands.

Provides ARIA roles, states, and properties for interactive components. Use when building custom widgets, fixing screen reader issues, or implementing modals, tabs, accordions, menus, or dialogs accessibly.

Install Ark on a Kuberenetes Cluster

Manage Arlo security cameras, video doorbell, and smart home security

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---name: armored-cart-design-agent

Manage article task queue - add, filter, update status, and track multi-language outputs

artifact-collection

Manage build artifacts, Docker images, and package registries. Configure artifact repositories, versioning, and distribution strategies.

Manage artifact metadata, versioning, ownership, and history tracking. Use when relevant to the task.

Token-efficient tracking for AI orchestration. CLI-first for status updates (~50 tokens), agent fallback for complex ops (~1KB). Use when: updating task status, querying blockers, creating progress files, validating phases.

artifacts-creating-and-managing

Build decentralized applications on AO - a permanent, decentralized compute platform using actor model for parallel processes with native message-passing and permanent storage on Arweave

Search and retrieve academic papers from arXiv.org using WebFetch and Exa. No MCP server required - uses existing tools to access arXiv API directly.

Track as-built documentation and record drawings. Monitor submission status, manage revisions, and ensure completeness for handover.

Before drawing, DIAGNOSE:

Play .cast terminal recordings in iTerm2. TRIGGERS - asciinema play, .cast file, play recording, recording playback.

Real-time asciinema backup to GitHub orphan branch. TRIGGERS - streaming backup, asciinema backup, session backup, recording backup.

AshAi extension guidelines for integrating AI capabilities with Ash Framework. Use when implementing vectorization/embeddings, exposing Ash actions as LLM tools, creating prompt-backed actions, or setting up MCP servers. Covers semantic search, LangChain integration, and structured outputs.

AshAuthentication guidelines for implementing authentication in Ash Framework. Use when adding password, magic link, API key, or OAuth2 authentication strategies. Covers token configuration, UserIdentity resources, confirmation add-ons, and customizing authentication actions. Never hardcode credentials.

This skill guides you through creating and releasing an emergency hotfix for critical bugs.

This skill guides you through releasing a new version of the ash_cookie_consent library to Hex.pm.

AshPhoenix integration guidelines for using Ash Framework with Phoenix. Use when working with AshPhoenix.Form, creating forms backed by Ash resources, handling nested forms, union types in forms, or integrating Ash actions with Phoenix LiveViews. Covers form creation, validation, submission, and error handling patterns.

Rules for working with AshPostgres

Reference guide for working with the Ashby ATS integration. This skill covers authentication, available tools, and common usage patterns.

Ask follow-up questions to clarify requirements, constraints, and success criteria. Do not use automatically, only when invoked explicitly.

Present a multi-select question allowing multiple choices

Present a multiple-choice question to the user using AskUserQuestion tool

Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require critical decisions. Use when implementation choices exist that could significantly affect outcomes.

Configure Akka.NET with .NET Aspire for local development and production deployments. Covers actor system setup, clustering, persistence, Akka.Management integration, and Aspire orchestration patterns.

Master ASP.NET Core fundamentals including C#, project structure, routing, middleware, and basic API development. Essential skills for all ASP.NET Core developers.

Implement speech-to-text (ASR/automatic speech recognition) capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to transcribe audio files, convert speech to text, build voice input features, or process audio recordings. Supports base64 encoded audio files and returns accurate text transcriptions.

Phylax Credible Layer assertions troubleshooting. Diagnoses common assertion failures and non-triggering issues. Use when phylax/credible layer assertions fail unexpectedly or do not execute.

Use when assessing codebase architecture and you feel pressure to soften critique, lead with strengths, or frame problems diplomatically - provides evidence-based critical assessment resisting relationship and economic pressures

Manage CSS/JS building with npm/wp-scripts. Use when working on login page styles or scripts.

Automated asset packaging—converts validated PNG + IDF JSON into complete production bundle (context.md, tokens.json, usage.md). Eliminates 30 manual file generations across 10 assets.