Expert in building distributed systems using Dapr. Use this for implementing pub/sub, state management, jobs, and secrets abstraction.
Use when implementing dark mode — prefers-color-scheme detection, theme persistence, flash-of-unstyled-theme prevention, color token mirroring, image and asset variants, and meta…
Hybrid cognitive architecture combining Darwinian evolution with Gödel Machine self-improvement for maximum reasoning power.
Review or assess a data architecture, data model, or data platform design. Evaluates six data-specific quality attributes (DAMA-DMBOK aligned), topology choice, data contracts,…
Single source of truth patterns, facts.ts structure, type safety, and data helper functions. Use when working with project data or adding new facts.
Use when designing or evaluating a Data Cloud implementation architecture — covering data lake strategy (DSO/DLO/DMO layers), identity resolution rule design, activation target…
Use when choosing or explaining how Salesforce Data Cloud (Data 360) and CRM Analytics (Tableau CRM / Einstein Analytics) fit together versus overlap — unified data platform vs…
Use when planning, reviewing, or troubleshooting Salesforce data imports, migrations, and bulk updates.
Database schema design and data modeling patterns including normalization principles (1NF-5NF), denormalization trade-offs, entity relationship design, indexing strategies, schema…
Use when designing databases for data-heavy applications, making schema decisions for performance, choosing between normalization and denormalization, selecting storage/indexing…
Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.
MANDATORY when designing schemas, writing migrations, creating indexes, or making architectural database decisions - enforces PostgreSQL 18 best practices including AIO — from…
Implement database sharding for horizontal scalability. Use when scaling large databases, distributing data across multiple servers, or designing sharded architectures.
Master database design (SQL, NoSQL), system architecture, API design (REST, GraphQL), and building scalable systems.
Expert database architecture including schema design, partitioning, replication, and performance optimization
Use this agent when you need expert guidance on Domain-Driven Design including bounded contexts, context mapping, and aggregate design.
Strategic and Tactical expertise in Gravito DDD. Trigger this for complex domains requiring Bounded Contexts, Aggregates, and Event-Driven architecture.
Domain-Driven Design 기획 및 설계 전문 skill. 프로젝트 도메인 분석, Bounded Context 정의, Aggregate 설계, Context Mapping, Event Storming, Ubiquitous Language 정의 등 DDD 전체 프로세스를 지원합니다.
Domain-Driven Design tactical patterns for Python — entities, value objects, aggregates, repositories, domain events, and application services using dataclasses and Pydantic.
Analyzes and refactors code using Domain-Driven Design principles. Use when refactoring domain models, identifying DDD anti-patterns, improving domain clarity, or applying…
Enseña Domain-Driven Design y Clean Architecture de forma guiada usando Goca CLI. Actívar cuando el usuario pregunte "aprender DDD", "como usar Goca", "enseñame Clean…
Domain-Driven Design tactical patterns for TypeScript. Value Objects, Entities, Aggregates, Domain Services, Domain Events, Ubiquitous Language, and Bounded Contexts.
Use when a Ruby on Rails feature, bug, or architecture discussion has fuzzy business terminology and you need shared vocabulary.
Validate DDD architecture compliance including layer separation, dependency rules, and patterns. Use when validating context before commit, checking new features, reviewing…
A comprehensive skill for creating new ddd4j (Domain-Driven Design for Java) projects based on ddd4j-boot framework.
Dialectic thinking for code and architecture decisions — spawn thesis
Record or list architectural decisions and active migrations in `.claude/rules/architecture.md`. 管理架構決策與遷移記錄。 Use when: record a decision, add a decision, add a migration,…
Decision-making methodologies, scoring frameworks, and planning strategies for Group 2 agents in four-tier architecture
Build professional, themed PowerPoint decks from Markdown via LLM-generated pptxgenjs JavaScript. Uses modular per-slide architecture for all decks.
Use after writing-plans to decompose monolithic plan into individual task files and identify tasks that can run in parallel (up to 2 subagents simultaneously)
Use when dealing with complex systems that need simplification, identifying bottlenecks or critical failure points, redesigning architecture or processes for better performance,…
Find deepening opportunities in a codebase, surfacing architectural friction and proposing refactors that turn shallow modules into deep ones.
Deep technical documentation generation workflow using zen mcp's clink and docgen tools. First uses clink to launch gemini CLI in WSL for code analysis, then uses docgen for…
Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subagent systems, or…
Surface architectural deepening opportunities — find shallow modules and refactor them into deep ones using precise vocabulary (module, seam, adapter, depth, leverage, locality).
Implement Deepgram reference architecture for scalable transcription systems. Use when designing transcription pipelines, building production architectures, or planning Deepgram…
Generates folder structures, module contracts, middleware pipelines, and frontend/backend boundaries for TypeScript full-stack applications.
Analyzes a Delphi / Object Pascal codebase to extract unit-level `uses` dependencies. Use when the user uploads a zip / archive of a Delphi project (or a folder of .pas / .dpr /…
Domain-Driven Design patterns and architecture for Deno TypeScript applications. Use when building complex business logic, implementing bounded contexts, or structuring…
Use when designing or auditing dependency structure: package boundaries, runtime vs build dependencies, adapter layers, duplicate-purpose libraries, supply-chain risk, upgrade…
Design and implement Azure cloud architectures using best practices for compute, storage, databases, AI services, networking, and governance.
Diagnose and fix Deptrac architectural violations automatically. Use when Deptrac reports dependency violations, layers are incorrectly coupled, or when refactoring code to…
Generate an onboarding-level summary of a codebase for new developers, including architecture, patterns, and key entry points
Raw, anti-design aesthetic inspired by concrete architecture with unadorned elements, jarring layouts, and functional minimalism.
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.
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…
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.
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 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…
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…