Use when user requests diagrams, flowcharts, sequence diagrams, class diagrams, component diagrams, ER diagrams, architecture charts, or visualizations.
Conhecimento completo da arquitetura, padrões de código, estrutura de dados e convenções do sistema educacional Plataforma B2B de treinamento técnico corporativo
Publishing Platform Events: EventBus.publish, PublishBehavior (PublishImmediately vs PublishAfterCommit), high-volume events, event allocation, publish failures, Change Data…
Meta-Minesweeper 插件系统开发专家。当你需要创建插件、编写插件代码、了解插件架构、调试插件问题、 使用 BasePlugin API、订阅事件、发送指令、跨线程 GUI、配置系统、插件模板，或用户提到 "插件"、"plugin"、"创建插件"、"开发插件"、"插件开发"、"plugin_dev"、"baseplugin"、…
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/.
Podium reference architecture — business messaging and communication platform integration. Use when working with Podium API for messaging, reviews, or payments.
AI-powered synthetic population simulator with clean architecture, Python type safety, and professional dashboard design patterns
Applies political philosophy frameworks (Hobbes, Locke, Rousseau, Rawls, Sen, Ostrom) to software architecture decisions -- authority models, resource allocation, capability…
Validates PopKit code quality using concrete metrics for DRY, coupling, cohesion, and architectural patterns
When the user manages multiple brands, products, or sub-brands and needs portfolio-level strategy. Also use when 'portfolio,' 'budget allocatie,' 'merkenarchitectuur,' 'brand…
Implement POSSE (Publish on Own Site, Syndicate Elsewhere) content distribution with canonical URLs, cross-platform syndication, backfeed collection, and resilient delivery.
Production PostHog architecture: event taxonomy, SDK layering, feature flag strategy, analytics module layout, and data pipeline integration patterns.
Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.
Comprehensive procedures for authoring, configuring, and maintaining Myco's PowerManager infrastructure and scheduled task system.
Electrical power distribution design for infrastructure: load calculations (NEC 220), conductor sizing (NEC 310.16), transformer/UPS/PDU selection, redundancy architectures (N…
Use when reviewing a Sessions Chronicle PR or local diff and the user wants an interactive A/B quiz focused on architecture, data safety, and Rust/Relm4 trade-offs.
Gate 1.5/2.5: Design Validation - verifies UX specifications are complete before proceeding to technical architecture.
Gate 3 (Full Track) / Gate 2 (Small Track): Technical architecture document - defines HOW/WHERE with technology-agnostic patterns before concrete implementation choices.
Skill do używania biblioteki preboot-eventbus. Użyj tego skilla zawsze gdy użytkownik chce implementować event bus, event-driven architecture, publishować eventy, obsługiwać…
Establish the enterprise architecture capability for a new engagement. Develops Architecture Principles (Name/Statement/Rationale/Implications), tailors the TOGAF framework,…
Generiert handgezeichnete Sketchnote-Diagramme aus Textbeschreibungen. Zweistufig: erst Plan zur Freigabe, dann SVG + Rendering via Kie.ai.
Use when onboarding to the Valor AI codebase, understanding the system architecture, or when the user asks 'how does this work'. Comprehensive codebase orientation guide.
You MUST use this for system design and architecture decisions - designing systems, choosing patterns, defining boundaries, data modeling, and making structural decisions that are…
Domain-Driven Design (DDD) — bounded contexts, aggregates, entities, value objects, ubiquitous language, domain events, context map, anti-corruption layer, and repository pattern.
Event-driven architecture — event sourcing, CQRS, sagas, choreography vs orchestration, schema evolution, consumer groups, partitions, ordering, idempotent handlers, outbox…
Validate an architecture document or decision against a set of Architecture Principles using the TOGAF quality criteria (Completeness, Robustness, Understandability, Consistency,…
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns.
Procore reference architecture — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals.
Design production-ready AI agents using a loop-based architecture with explicit tools, context, memory, permissions, observability, evaluation, and rollout planning.
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional…
Gebruik bij complexe componenten, bugfixes in grote files, nieuwe interactielogica, services, dataflows of herhaalde helpers om code klein, testbaar en goed gestructureerd te…
Analisi iniziale o aggiornamento completo del progetto. Produce o aggiorna CLAUDE.md e ARCHITECTURE.md con diagrammi Mermaid embedded.
Overview of the project's tech stack, directory structure, and architectural patterns.
Load project architecture and structure knowledge. Use when you need to understand how this project is organized.
When working in a codebase you've touched before, consult and update the persistent project model maintained by presence.
Design, review, or refactor prompt assembly systems with static and dynamic prompt boundaries, section registries, cache-aware composition, feature-gated overlays, and…
Write and refine production-grade prompts and tool definitions for Claude. Use when the user needs to craft a system prompt, improve an existing prompt, design tool schemas (ACI),…
Pricing proposal high-ticket (R$ 30k+) com objection handling embedded. Estrutura de 7 seções (problema reformulado, mechanism, escopo, prova, investimento, garantia, próximo…
Canonical session and importer rules for prosa. Use when changing pkg/session, pkg/importer, docs/architecture/canonical-session.md, or any agent importer implementation under…
LiteLLM-RS Provider Architecture Guide. Covers 66+ provider integration, trait object design, unified error handling, connection pooling, and LLMProvider trait implementation…
PVM-Schema-Validator — prüft Struktur (Pflichtfelder, ID-Konsistenz, ZGPM-Code-Gültigkeit). Trigger durch reviewer-agent und architecture-agent nach PVM-Update.
Activate when creating new modules, refactoring class hierarchies, introducing design patterns, or making changes spanning 3+ files in the APM CLI codebase.
QuickNode reference architecture — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
Designing quizzes, personality assessments, and recommendation tools that segment users into actionable categories rather than generating clicks for clicks' sake.
Ultimate RabbitMQ expertise skill for production-grade message broker architecture, implementation, and operations.
Ultimate RabbitMQ expertise skill for production-grade message broker architecture, implementation, and operations.
Patterns de messaging avec RabbitMQ — exchanges, queues, routing, dead letter, pub/sub et intégration avec MassTransit/.NET.
Radicale is a lightweight, self-hosted CalDAV and CardDAV server written in Python. It shares calendars, to-do lists, journal entries, and contacts over standard protocols with…
Ramp reference architecture — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Comprehensive knowledge of the Raya programming language, its architecture, and development practices
Systems-theoretic approaches to root cause analysis for complex socio-technical systems where linear causal chains fail.
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…
Define structural design foundation — information architecture, user flows, content model, brand direction, and AI interaction model — from validated opportunities and hypotheses
Designs self-referential and recursive systems that examine, modify, or generate themselves, including metacognitive architectures and strange loops.
Skill para decomposição segura de arquivos monolíticos. Análise estrutural profunda, mapeamento exaustivo de dependências, extração incremental com zero quebra de lógica.
AI intuitive exploration for approaching unknown codebases, problems, or systems without preconceptions.
Software architecture and UI/UX principles for building genuinely new solutions, not derivative work.
Choose and implement Replit architecture blueprints: single-file script, modular app, and multi-service.
Implement Replit reference architecture with best-practice project layout, data layer, and deployment.
Generate a layered HTML architecture diagram from a real GitHub repo URL. Walks the tree, classifies modules into semantic layers (user / application / ai / data / infra /…