When the user wants to decide domain structure for multiple products or brands—subfolder vs subdomain vs independent domain.
Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
Groups existing components into logical business domains to plan service-based architecture. Use when asking "which components belong together?", "group these into services",…
Identifies domain modules, ownership boundaries, dependencies, and interfaces using Domain-Driven Design principles.
Extract domain models from monolithic codebases using DDD principles for microservices decomposition
Auto-generate Mermaid or C4 diagrams from code analysis. Activate when user mentions "diagram", "mermaid", "architecture diagram", "C4", "class diagram", "sequence diagram",…
Extract behavioral specifications and architecture diagrams from existing code (Blueprint Distillation / reverse engineering).
Convene a senior engineering expert panel to evaluate technical decisions. Activate when user mentions "tech panel", "technical discussion", "expert opinion", "architecture…
Expert guide for developing the Dongshan Next Map LBS game, covering 3-layer architecture, Zustand state management, custom Systems (LBS, Save, Quest), and HUD development.
Design or review .NET solution architecture across modular monoliths, clean architecture, vertical slices, microservices, DDD, CQRS, and cloud-native boundaries without…
Use the open-source free `ArchUnitNET` library for architecture rules in .NET tests. Use when a repo needs richer architecture assertions than lightweight fluent rule libraries…
Guide .NET Aspire pour l'orchestration d'applications cloud-native, le service discovery, la télémétrie et l'intégration de composants distribués.
Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices.
Guide for building .NET APIs using CQRS pattern with MediatR, FluentValidation, and Carter modules — from engineering/architecture
Guide for building .NET APIs using CQRS pattern with MediatR, FluentValidation, and Carter modules — from majiayu000/claude-skill-registry
Implement or fix small-to-medium .NET features without full SDD (Clean Architecture, xUnit). Use for isolated C# work or when invoking /dotnet-developer.
Generate production-ready .NET Core APIs with Entity Framework, repository pattern, CQRS, and enterprise standards
Production architectural patterns, MVVM clean architecture, async thread synchronization, high-performance UI rendering, native interop, and memory optimization for enterprise…
Apply MCAF non-functional-requirements guidance to capture or refine explicit quality attributes such as accessibility, reliability, scalability, maintainability, performance, and…
Use the open-source free `NetArchTest.Rules` library for architecture rules in .NET unit tests. Use when a repo wants lightweight, fluent architecture assertions for namespaces,…
Use when reviewing a .NET pull request for breaking changes that may affect other microservice repositories.
Information architecture — design navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set.
Draw architecture, data-flow, class and dependency diagrams as SVG with drawing.sh. You write a short text file saying which boxes exist and how they relate; the `drawing` CLI…
Draw an architecture diagram of DXOS code (a package, a module graph, a subsystem) by writing plugin-illustrator's semantic diagram DSL (`.dx`), rendering it, and looking at the…
Embed editable draw.io / diagrams.net diagrams inline in Markdown using the official viewer.js library.
Draw.io 配图专家：用于生成和导出 `.drawio` 图表。在用户要求 draw.io、diagrams.net、流程图、架构图、时序图、ER 图、状态图、思维导图，或明确提到 `.drawio`、PNG、SVG、PDF 导出、技术文章配图时使用。默认输出专业技术风格，并遵循 floracat-architecture-diagram 的视觉规范。
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows — from…
Code improvement — tactical fixes plus strategic architecture alignment. Use when reviewing code for bugs, quality, or architectural fit.
Multi-agent data science framework using DS-STAR (Data Science - Structured Thought and Action) architecture.
Run application-wide, read-only DSA and organizing-model audit to identify state complexity, data structure, and control flow simplifications.
Graph representations, BFS, DFS, topological sort, shortest path algorithms, and dependency analysis.
Scalability fundamentals, data partitioning, caching strategies, rate limiting, distributed systems patterns, and microservices data design — bridging classical DSA concepts to…
Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or tim — from…
EU DSS 5.12.1 framework reference: signature formats, validation, trusted lists, constraint policy, algorithms, and project integration architecture for PADigitale.
Reads HEC-DSS files (V6 and V7) for boundary condition extraction using RasDss class. Handles JVM configuration, HEC Monolith download, catalog reading, and time series…
Separate expensive observation from cheap decision-making in autonomous agent loops using a two-clock architecture.
Two-party working posture — user as director, agent as executor. Every fork, tradeoff, and taste choice is surfaced via batched AskUserQuestion with structural framing, a…
Keep repo-local agent context accurate after code and workflow changes. Use when docs/ai, AGENTS.md, runbooks, or context entrypoints have drifted from the codebase, after major…
Git-versioned memory stored in the Aikito workspace, separate from any Agent's built-in memory. Use to search, retrieve, or persist cross-project and project-scoped durable…
【dwy·技术架构】产品 0 到 1 设计与架构阶段。触发场景：用户说『设计架构 / 出技术方案 / 设计库表 / 定接口契约 / 技术架构 / architecture』，要在开发前定下技术架构、数据库设计和接口契约时。按四层架构（Assembly/Features/BizFoundation/Foundation）+…
Use when implementing flexible content schemas using EF Core JSON columns, `OwnsOne().ToJson()` patterns, or designing dynamic field storage that avoids migrations.
Explain enterprise architecture concepts in practical terms. Use when learning about TOGAF, Zachman, ADRs, or any EA terminology.
Design system architecture from 10,000 feet. Soar above the codebase, survey the landscape, and create blueprints that stand the test of time.
Design system architecture from 10,000 feet. Soar above the codebase, survey the landscape, and create blueprints that stand the test of time.
Analyzes why stocks moved after 8-K earnings filings. Use ultrathink for all analyses. Invoke when asked to analyze stock movements, earnings reactions, or determine the — from…
Analyzes why stocks moved after 8-K earnings filings. Use ultrathink for all analyses. Invoke when asked to analyze stock movements, earnings reactions, or determine the — from…
Develop ebook ideas into structured concepts ready for architecture. Use when the user has an ebook idea (from a brainstorm document, existing content to repurpose, a book section…
Use when writing or revising an ECCV paper in the Springer LNCS single-column format — spending the 14-page budget (figures and tables included), LNCS-specific layout craft,…
Expert guide for e-commerce architecture (Shopify Storefront, Medusa.js, Saleor), product catalogs, cart/checkout UX, and order management / Panduan ahli arsitektur e-commerce…
Expert ECS (Entity Component System) architecture patterns - storage models, system scheduling, archetypes, cache-friendliness, and real-world engine comparisons.
Expert Entity Component System (ECS) architecture for high-performance game engines — data-oriented design, archetype storage, system scheduling, cache-coherent iteration, and…
Electronics project architecture and constraint definition. Guides users through defining project requirements, power systems, interfaces, and physical constraints.
Edit Banana — convert diagram images (PNG/JPG) into editable DrawIO XML. Edit text on screenshots of flowcharts, architecture diagrams, tables, formulas.
Effect-TS pattern reference for TMNL. Invoke when implementing services, schemas, atoms, or Effect-based architecture. Provides canonical file locations and pattern precedents.
7-layer Effect-TS architecture for Holochain applications. Use when implementing domains, validating architecture, or creating stores with standardized patterns.
Use when designing conversational AI architecture on Salesforce: Einstein Bot dialog design, Agentforce Agent topic planning, intent models, NLU training strategy, bot-to-agent…
Use BEFORE answering analytical, diagnostic, planning, or multi-step reasoning questions. Trigger phrases include "should I X or Y", "why is X happening", "what's the bes — from…
Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging, code signing, and auto-update.
Guides clean architecture design with strict 200-line file limits. Use when starting new features, refactoring large files, or planning module structure.
Elevate projects to production quality using proven patterns. Use when starting a project, reviewing architecture, auditing code, or when user mentions "elevate-code", "production…