Ensure designs define trust boundaries, authn/authz responsibilities, and propagation of identity/claims across services.
ACTIVATE when designing TypeScript classes, value objects, collections, or when the user asks about object design, encapsulation, Tell Don't Ask, or Symbol.iterator.
Planning skill for augmenting human agents with real-time AI intelligence. Qualifies the developer's use case across coaching, compliance, QA, and routing to recommend the right…
Planning skill for building customer service and support systems. Qualifies the developer's needs across the support ladder (self-service → AI agents → contact center), channel…
Planning skill for identity verification and fraud prevention. Qualifies the developer's needs across authentication method, channel selection, fraud risk level, and user…
Planning skill for transactional notifications, alerts, and reminders. Qualifies the developer's needs across urgency, channel selection, delivery confirmation, and fallback…
Best practices for ISVs (Independent Software Vendors) building SMS features into multi-tenant SaaS platforms using Twilio.
Production architecture for meeting AI systems using TwinMind: transcription pipeline, memory vault, action item workflow, and calendar integration.
Design advanced TypeScript types for safety and expressiveness. Use when creating generic types, branded types, conditional types, mapped types, or designing type-safe APIs.
Architecture standard for building robust, type-safe TypeScript services using the "Spec and Handler" pattern. Use when building CLIs, libraries, or complex business logic.
UE5.6/UE5.7 architecture planning and module boundary design for Unreal projects. Use when requests involve module layout, Build.cs dependencies, reflection exposure strategy,…
Iris's new UI surface design skill. Takes a brief for a new screen, component, or design system and produces a complete visual architecture spec — component tree, layout grid,…
Ultimate Loop Planning - 복잡한 계획이 필요할 때 사용. 6단계 비판 기반 루프로 문제점 철저히 도출 후 플랜 생성. Use for deep planning, thorough analysis, complex feature design, or architecture decisions.
Auto-escalate reasoning depth for complex problems. Use proactively when encountering architecture, debugging, or unfamiliar code.
Design, critique, read, write, render, and implement UML and UML-like software diagrams. Use when the user mentions UML, sequence diagrams, class diagrams, activity diagr — from…
Generate UML diagrams including class, sequence, and use case diagrams. Use when modeling software systems or documenting architecture.
Codebase'i derinlemesine anla. Onboarding, architecture discovery, dependency mapping.
Deep expertise in Logseq's Datascript database schema. Auto-invokes when users ask about Logseq DB schema, Datascript attributes, built-in classes, property types, entity…
Explains Tauri's core architecture: the Rust backend, native webview integration, Core-Shell design, IPC mechanisms, and security model fundamentals.
Architectural patterns, Data-Oriented Technology Stack (DOTS), Unity ECS, Burst Compiler, C# Job System, memory management, zero-allocation C# patterns, and frame-budget…
Auditer l'architecture d'un projet Unity. Utiliser quand l'utilisateur dit '/unity-review', 'review unity', 'audit architecture', 'verifier le projet unity', 'architecture…
VContainer dependency injection expert specializing in IoC container configuration, lifecycle management, and Unity-optimized DI patterns.
Use when implementing language-agnostic patterns like layered architecture, dependency injection, error handling, or code organization principles across any technology stack.
ONLY when user explicitly requests: full project analysis, deep codebase audit, or comprehensive architecture review. Routes to core and framework-specific analysis skills.
High-level technical SEO and site architecture auditor. Invoke to scan local or live environments for indexing, crawl budget, and structural errors.
Production guidance for Unreal Engine C++ and Blueprints hybrid architecture, UObject memory management, Unreal Smart Pointers, Gameplay Ability System (GAS), Subsystems, Task…
Unreal Engine networking specialist - Masters Actor replication, GameMode/GameState architecture, server-authoritative gameplay, network prediction, and dedicated server setup for…
Unreal Engine networking skill for replication, RPCs, relevancy, and dedicated server architecture.
Scaffolds an Unreal Engine 5 project with C++ module structure, Enhanced Input, Gameplay Ability System, subsystem architecture, .uproject config, and CI/CD via BuildGraph.
Performance and hybrid architecture specialist - Masters C++/Blueprint continuum, Nanite geometry, Lumen GI, and Gameplay Ability System for AAA-grade Unreal Engine projects
Work with the Unsloth MCP Server codebase. Use when maintaining, extending, or debugging this specific MCP server implementation.
Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or…
Actualiza CLAUDE.md y docs/ARCHITECTURE.md cuando cambia arquitectura, comportamiento o convenciones del proyecto
사회복지사가 쓴 계획서·주간업무보고서 등 문서를 한덕연 선생님의 우리말 36항목 + 사회복지 14개 카테고리 + AI 티 두 레이어로 윤문해주는 스킬. v2.1 Fast Path(monolith 1콜) 디폴트, Strict(6+1인 파이프라인) 옵션.
Use AgentHub Harness Packages from Claude Code to discover Java microservice assets, initialize a workspace, scan modules, verify conventions, and prepare dry-run contributions.
Prefer probe_search/probe_read for code and docs exploration — finding definitions, call sites, usages, config, architecture, or where behavior lives.
Configuring User Access Policies (UAP) to automatically assign or revoke permission sets and permission set groups based on user attributes.
Persist user decisions and project constraints to mdbase across sessions. Trigger on /user-thoughts or /ustht, or when the user discusses architecture, tech stack, rules, UI/UX,…
Bootstrap skill that teaches how to discover and use Arxitect's architecture enforcement skills. Loaded automatically on session start.
Applies Astro islands architecture — static-first rendering, client:* hydration directives, server islands, and content collections.
Use when designing a system whose past behaviour must be recoverable as a fact — RL training substrates, multi-agent simulations, deterministic game engines, replay-debuggable…
Guidance for using Serena's LSP-powered symbol analysis. Use when you say "how do I find a symbol", "trace references for this method", "explore this file's structure", or when…
Use before substantial work in a spec-first project, and when users ask what spec-first workflow or command to run next.
Use when managing multi-document sets as wikis - manifest-driven architecture, reading paths, derivation discipline, terminology/claim consistency, change evolution, and…
UX Vern - Cool architecture, but can the user find the button? Empathy-driven design thinking.
Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.
Maps the V8 dir/folder structure, component locations, and local documentation. Use when locating specific subsystems, mapping src/ code to docs/ design files, or understanding…
Audits an implementation plan for requirements traceability, avoidable complexity, risky assumptions, and evidence gaps.
Design the complete free-to-premium value ladder for affiliate promotions. Triggers on: "value ladder", "customer journey", "upsell path", "ascension model", "free to paid…
Implement Vast.ai reference architecture for GPU compute workflows. Use when designing ML training pipelines, structuring GPU orchestration, or establishing architecture patterns…
Veeva Vault reference architecture for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva reference architecture".
Check Vellum Assistant architecture and package boundaries. Use when editing imports, moving code, adding endpoints, touching assistant/gateway/client/skill boundaries, or…
Answer questions about Vellum, the assistant's architecture, and its current configuration including which model and provider are active
Choose and implement Vercel architecture blueprints for different scales and use cases. Use when designing new Vercel projects, choosing between static, serverless, and edge…
Implement a Vercel reference architecture with layered project structure and best practices. Use when designing new Vercel projects, reviewing project structure, or establishing…
Assess whether the approach taken on a branch is the right way to solve the problem.
Verification by source code inspection of the Midnight Wallet SDK repositories. Searches and reads the actual wallet SDK source code to verify claims about wallet packages, the…
Verify readiness criterion C3.1 (Architecture Depth) in the current project. Reports fulfillment level 0–3.
Architecture review in hindsight — what to question, dependency analysis, abstraction assessment
Residential-proptech domain knowledge so architect / pm aren't naive when speccing real-estate products (listings, lead-crm, transaction-coordination, property-mgmt).