Use when making architecture decisions, setting up CI/CD, managing technical debt, or choosing branching strategies - enforces ADR requirements and prevents resume-driven design
Define system architecture — components, boundaries, communication patterns, data flow, and compliance requirements.
Run a complete design workflow -- from establishing context through 5 progressive design levels to an approved blueprint.
Guided journey from an app idea to a deliberate architecture: boundaries, domain model, data decisions, and resilience, making only the expensive-to-reverse decisions and…
Diseñar una arquitectura de cumplimiento que mapee las regulaciones aplicables a los sistemas informatizados.
Design a compliance architecture that maps applicable regulations to computerized systems. Covers system inventory, criticality classification (GxP-critical, GxP-supporting,…
Use when the user says "convene the council", "design debate", "council review", "get the team together", "run a design review", or "debate this design"; OR describes a…
Use when designing a system where read and write workloads have significantly different scaling, consistency, or model requirements that a single unified model cannot serve…
Writing a technical design document that translates a Working Backwards output into a concrete, reviewable engineering plan with architecture, trade-offs, cost estimation, and…
Design a Uniswap V4 hook architecture without code generation. Use when user wants to plan a hook, understand which callbacks to use, or review an architecture before building.
Use when structuring content, navigation, or labels — when users can't find things, the nav is growing organically, a new section needs a home, or you're naming/grouping concepts.
Trigger: sitemap, navigation, menu structure, wayfinding, labeling, search facets, routing links. Scope: Visual hierarchies, wayfinding, navigation model, sitemaps.
Initialize new design documentation from templates. Use when creating new design docs, documenting new systems, starting architecture documentation, or setting up design docs for…
Record and track design and architecture decisions with context, options considered, decision made, and rationale.
Use when generating machine-readable DESIGN.md documents, specifying YAML frontmatter design tokens, enforcing two-tier token architectures, calculating concentric radii, and…
Design target microservices architecture and transformation plan. /architect:design-microservices to invoke. Requires redesign output as a prerequisite.
Use when designing reusable component modules — composition patterns, compound components, slot/children APIs, render props, headless component contracts, and the choice between…
Apply appropriate design patterns (Singleton, Factory, Observer, Strategy, etc.) to solve architectural problems.
Comprehensive Ruby implementations of Gang of Four (GoF) design patterns. Use when implementing object-oriented design solutions, refactoring to reduce coupling, solving…
Create and maintain persistent design plan files for non-ticket architecture discussions. Auto-triggers when user starts a design discussion; accumulates decisions as file not…
Use when defining modules, services, interfaces, or data ownership — or when "let's go microservices" comes up — design for cohesion/coupling and Conway's Law; refuse the…
Enterprise design token architecture. Defines spacing, scaling, elevation, and grid systems following Adobe Spectrum, Salesforce Lightning, Amazon Style Dictionary, and 6 other…
PROACTIVELY track and document project design decisions without being asked. Activate automatically when detecting architecture discussions, implementation decisions, pattern…
Create technical solution architecture from requirements with REQ-* traceability. Designs components, APIs, data models, and interactions.
Designs software architecture and selects appropriate patterns for projects. Use when designing systems, choosing architecture patterns, structuring projects, making technical…
Defines the basic solution structure for AvaloniaUI Desktop Applications using CustomControl. Use when creating new AvaloniaUI projects or designing stand-alone control styles…
When designing distributed systems for scalability, reliability, and consistency. Covers CAP/PACELC theorems, consistency models (strong, eventual, causal), replication patterns…
Architecture guide for GDPR-compliant federated learning systems. Covers horizontal and vertical FL, aggregation strategies (FedAvg, FedProx), communication efficiency, secure…
Guides the design and analysis of hexagonal architecture (Ports & Adapters) for backend systems. Use when structuring modular applications with clean separation between business…
Designs hybrid AI context architectures that combine RAG, knowledge graphs, episodic memory, and long-context synthesis appropriately.
Creates a design system for software with a UI. Use when a project has a user interface and architecture is confirmed — whether creating from scratch or extracting patterns from…
Design scalable, reliable software systems. Use when planning new systems, major features, or architecture changes.
Designs stand-alone control styles using WPF CustomControl and ResourceDictionary. Use when creating reusable custom controls or organizing control themes in Generic.xaml.
Identifies and quantifies the compounding switching cost of an AI coding agent harness commitment before it becomes invisible.
Create new vision detector plugins following Bob The Skull's detector architecture. Use when adding new detectors like object detection, pose estimation, gesture recognition, or…
Canonical owner of module boundary rules, circular dependency detection/prevention, implicit coupling taxonomy, barrel/re-export discipline, and boundary-only defensive…
Context architecture skill for aligning work. Use when starting new features, making architectural decisions, or setting up implementation work.
Guide .NET Aspire pour l'orchestration d'applications cloud-native, le service discovery, la télémétrie et l'intégration de composants distribués.
Conception d'architectures événementielles avec messaging et event sourcing. Se déclenche avec "event driven", "événementiel", "RabbitMQ", "Kafka", "event sourcing", "CQR — from…
Patterns de conception spécifiques au développement de jeux vidéo. Se déclenche avec "game pattern", "game architecture", "ECS", "game loop", "state machine game", "compo — from…
Developer inquiry skill for technical investigation, validation, and decision-making. Use when exploring unfamiliar technology, validating approaches with spikes, comparing…
Conception et découpage d'architecture microservices. À utiliser pour concevoir ou migrer vers des microservices.
Server-authoritative multiplayer architecture principles. Use when designing multiplayer features.
System architecture patterns and coding conventions. Auto-apply when creating components, organizing files, structuring layers, refactoring code, or discussing architecture…
Patterns de messaging avec RabbitMQ — exchanges, queues, routing, dead letter, pub/sub et intégration avec MassTransit/.NET.
Aide à la conception de systèmes à grande échelle. Se déclenche avec "system design", "architecture système", "concevoir un système", "comment architecturer", "high avail — from…
Guide pour tech leads : architecture, code reviews, mentoring et décisions techniques. Se déclenche avec "tech lead", "lead technique", "décision technique", "mentoring" — from…
Rédaction technique claire pour documentation, ADR et RFC. Se déclenche avec "documentation technique", "technical writing", "rédiger une doc", "ADR", "RFC", "architectur — from…
FIX conflicting undo/redo implementations with VueUse + Pinia and DESIGN robust patterns for complex applications.
FIX conflicting undo/redo implementations with VueUse + Pinia and DESIGN robust patterns for complex applications.
Create or update system design documents. Supports initial design and incremental design modes. Use when users need technical architecture, API design, data models, design…
Creates an Architecture Decision Record following the Nygard format to document significant technical decisions, their context, and consequences.
Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development.
Internal gh-aw architecture: validation system design, safe output message patterns, schema validation, YAML compatibility notes, and MCP logs guardrail.
Advanced developer onboarding — Architecture Tour (codebase walkthrough by request), anchor files, domain glossary, GitHub Issue onboarding checklist template, knowledge sharing…
Design an external developer portal as a product surface, not a documentation site - information architecture for business evaluators and integrating engineers, the…
Build OpenCode plugins, agents, hooks, and tools. Use when creating, reviewing, or debugging OpenCode extensions.
Specialized Preact development skill for standards-based web applications with native-first architecture and minimal dependency footprint.
Use when planning software development tasks, before writing code or implementation plans - refines rough technical ideas into fully-formed designs through collaborative…
Design a developmental band system mapping student growth from early childhood through upper secondary.