「architecture」の検索結果

Use when setting up React Native or Expo dev environments — Xcode, Android Studio, CocoaPods, EAS, Metro, New Architecture — even when the user just says 'my RN build won't start'.

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Raw discovery primitives — project discovery, version resolution, docs loading, architecture mapping, execution flow. Called by `universal-project-analysis`. Single-pass scan → `project-analyzer`.

日本語の概要は準備中です。原文の説明を表示しています。

Writes Next.js App Router code — Server Components, Server Actions, RSC boundaries, route handlers, caching, and streaming — matching framework conventions and project architecture.

日本語の概要は準備中です。原文の説明を表示しています。

Use when working with the multi-tenant architecture — customer DB switching, FQDN routing, tenant isolation, or cross-tenant operations.

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Use when shaping a Playwright suite — locator strategy, Page Object boundaries, fixture composition, flake-prevention architecture, CI-vs-local split — even on 'design our E2E tests'.

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When shaping the primary message, supporting proofs and audience-by-message matrix from a locked positioning frame — before any copy or launch beat. Triggers on 'tighten the message stack'.

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Use when working with database architecture, MariaDB/MySQL tuning, indexing strategies, slow queries, or multi-connection patterns — even when the user just says 'this query is slow'.

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Use when a diff may break system boundaries, dependency direction, or cross-service contracts — fifth judge dispatched by /review-changes alongside the four standard judges.

日本語の概要は準備中です。原文の説明を表示しています。

Planeje e roteirize trabalho de Domain-Driven Design desde modelagem estratégica até implementação tática e padrões de arquitetura orientada a eventos.

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Framework de tomada de decisão arquitetural. Análise de requisitos, avaliação de trade-offs, documentação de ADR. Use ao tomar decisões de arquitetura ou analisar design de sistemas.

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Padrões abrangentes para criar, manter e gerenciar Registros de Decisões de Arquitetura (ADRs) que capturam o contexto e a lógica por trás de decisões técnicas significativas.

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Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to subagents to prevent context exhaustion from verbose JSON (single files: 4k-22k tokens, can exceed read limits)

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Gere documentação de arquitetura usando diagramas C4 model Mermaid. Use quando solicitado criar diagramas de arquitetura, documentar arquitetura de sistema, visualizar estrutura de software, criar diagramas C4, ou gerar diagramas de contexto/container/componente/deployment. Triggers incluem "diagrama de arquitetura", "diagrama C4", "contexto do sistema", "diagrama de container", "diagrama de componente", "diagrama de deployment", "documentar arquitetura", "visualizar arquitetura".

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Fornece treinamento distribuído de LLM nativo do PyTorch usando torchtitan com paralelismo 4D (FSDP2, TP, PP, CP). Use para fazer pré-treinamento de Llama 3.1, DeepSeek V3 ou modelos customizados em escala de 8 a 512+ GPUs com Float8, torch.compile e checkpoint distribuído.

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Implementa e treina LLMs usando LitGPT da Lightning AI com 20+ arquiteturas pré-treinadas (Llama, Gemma, Phi, Qwen, Mistral). Use quando precisar de implementações limpas de modelos, entendimento educacional de arquiteturas ou fine-tuning de produção com LoRA/QLoRA. Implementações em arquivo único, sem camadas de abstração.

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Implementação educacional do GPT em ~300 linhas. Reproduz o GPT-2 (124M) em OpenWebText. Código limpo e hackeável para aprender transformers. Por Andrej Karpathy. Perfeito para entender a arquitetura do GPT do zero. Treine em Shakespeare (CPU) ou OpenWebText (multi-GPU).

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Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: "How does X work?", "What calls this function?", "Show me the auth flow"

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Create and edit editable Excalidraw diagrams in Canvas Notebook through the Scene-Service tools. Use for diagrams, flows, sketches, architecture maps, visual explanations, or requested .excalidraw documents.

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Load this skill when building any web feature, reviewing architecture decisions, or evaluating JavaScript dependencies. Under no circumstances build features that break completely when JavaScript is unavailable or fails. Absolutely always start with semantic HTML, layer CSS enhancements, and add JavaScript as the final, optional layer. Prioritize resilience and universal access over cutting-edge features.

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[Architecture] Use when you need to research, analyze, and compare tech stack options as a solution architect.

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[Architecture] Use when scaffolding reusable OOP/SOLID project foundations before feature implementation.

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[Architecture] Use when you need to analyze business domain: bounded contexts, aggregates, entities, ERD, domain events, and cross-context integration.

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[Utilities] Use when the user wants to visualize workflows, architectures, or concepts as Excalidraw diagram JSON files.

日本語の概要は準備中です。原文の説明を表示しています。

Use when auditing a repository for evidence-backed gaps between code, SPECs, architecture, and documentation — before a release, after a review, or when the user asks what is missing or divergent. Confirmed gaps become Draft SPECs via write-specs, a tracked GitHub Epic via create-issues, and orchestrated execution via orchestrator, with an explicit approval gate before any external action.

日本語の概要は準備中です。原文の説明を表示しています。