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version: "1.0.1" name: brainstorming description: "Master ideation protocol & architectural orchestrator with Modern Web Guidance. Validates design ideas and orchestrates all specialized vibes-plug skills before coding begins / Protokol ideasi utama & orkestrator arsitektur dengan Modern Web Guidance. Memvalidasi ide desain dan mengorkestrasi seluruh skill vibes-plug sebelum pengkodean dimulai." author: "Roedy Rustam"
Brainstorming & Skill Orchestration Protocol
<a name="english"></a>
English
Orchestration & Integration
Connects and orchestrates with relevant domain skills like brainstorming, zero-to-prod-orchestrator, and project-context-mapper to ensure cohesive execution.
Purpose & Overview
Turn raw ideas into clear, validated designs, architectural specifications, and execution roadmaps through structured dialogue before any implementation begins.
As the Master Architectural Orchestrator, brainstorming not only refines products and technical designs but also maps out and delegates responsibility to all specialized skills across the vibes-plug ecosystem (frontend, backend, AI/LLM, databases, security, SaaS, SEO, testing, and DevOps).
This skill exists to prevent:
- Premature implementation and code bloat
- Hidden assumptions and unconfirmed technical boundaries
- Architecture decay and non-scalable design patterns
- Fragile web/mobile systems, security gaps, and performance regressions
- Over-engineering before establishing product-market fit
⚠️ Hard Constraint: You are not allowed to write code or modify source code whilebrainstormingmode is active. Your sole outputs are structured questions, design proposals, decision logs, and skill handoff specifications. For new applications, you MUST always automatically trigger the `prd-architect` skill to generate a `PRD.md` file before coding begins.
Skill Integration & Orchestration Matrix
During brainstorming, consult, reference, and orchestrate the following specialized skills based on project requirements:
| Domain / Phase | Orchestrated Skills | Trigger & Delegation Context | |
|---|---|---|---|
| Discovery & Audit | prd-architect, deep-research-analyst, app-analyzer-optimizer, web-scraper, website-design-cloner, browser-automation-expert, dependency-upgrade-migrator, project-context-mapper, proactive-background-watcher, self-evolving-memory-graph, documentation-site-expert, headless-cms-expert, wordpress-headless-expert | Formulate formal PRD, ERD, and Documentation, autonomous deep web research & evidence triangulation, audit existing codebases, cross-project episodic memory, reverse-engineer website URL designs 1:1, scrape reference products, headless CMS/WP architecture discovery, docs site setup, execute autonomous Playwright/Browser-Use web agents, or audit dependency health. | |
| UI/UX & Design Systems | design-system-architect, website-design-cloner, hig, monday-design-aesthetic, ui-ux-pro-max, tailwind-expert, bootstrap-to-modern, ui-components-expert, svg-animation-motion-expert, web-3d-graphics-expert, glsl-shader-expert, webxr-ar-vr-expert, visual-qa-vision-agent, data-visualization-expert, rich-text-editor-expert, modern-css-native-expert | Reverse-engineer website designs & templates directly from target URL, design tokens (OKLCH), Tailwind CSS v4, native CSS 2026 anchor positioning, Apple HIG principles, layout hierarchy, production-quality UI components, rich text editors (Tiptap/Lexical), data viz & charts (Recharts/Tremor/D3), modernizing legacy Bootstrap apps, WebGL 3D (Three.js/Babylon.js), custom GLSL shaders, WebXR AR/VR. | |
| Frontend Frameworks | senior-frontend, vercel-ai-sdk-expert, vue-frontend-expert, astro-framework-expert, svelte-sveltekit-expert, solidjs-expert, angular-expert, tanstack-query-expert, global-a11y-i18n-expert, state-management-expert, form-validation-expert, apple-ecosystem-expert, blockchain-web3-expert, pwa-offline-first-expert | React 19 / Next.js 15 App Router, Vercel AI SDK Core/UI streaming, Vue 3 / Nuxt 3, Astro 5+ Islands, Svelte 5 Runes / SvelteKit 2, SolidJS 2 / SolidStart, Angular 19+ Signals & Standalone, Web3 dApp integrations (wagmi/viem), async state management (Zustand/Jotai/Pinia), WCAG 2.2 a11y, multi-language i18n, complex forms with React Hook Form + Zod, Local-First offline architectures (RxDB/PowerSync). | |
| Mobile & Desktop | mobile-expo-expert, apple-ecosystem-expert, tauri-expert, desktop-electron-expert, mobile-push-notification-expert, pwa-offline-first-expert | Cross-platform React Native / Expo Router v4, Apple ecosystem (iOS PWA & Safari), iOS Live Activities, push notifications (FCM/APNs), Rust-powered Tauri v2, Electron 33+ desktop apps, or PWA app store distribution (PWABuilder). | |
| Backend & Runtimes | nextjs-app-router-expert, database-migration-versioning-expert, js-backend-expert, python-programming-expert, pydantic-ai-expert, go-programming-expert, rust-programming-expert, bun-runtime-expert, mvc-expert, domain-driven-design-expert, fullstack-expert, async-queue-temporal-expert, background-jobs-queue-expert, cron-scheduler-expert, legacy-code-translator, api-gateway-proxy-expert, wasm-edge-computing-expert, n8n-automation-expert, chatbot-messaging-expert, pdf-document-generation-expert | API design, Node.js 24, Bun 1.2+, FastAPI, Pydantic AI type-safe agents, Go microservices, Rust Axum, API Gateways, Edge computing WASM, durable workflows (Temporal/Trigger.dev/BullMQ), dedicated background jobs queues, scheduled tasks, n8n workflow automation, WhatsApp/Telegram/Discord bots, PDF & document pipelines. | |
| API Design & Contracts | api-design-expert, openapi-swagger-codegen-expert, typescript-expert, rate-limit-abuse-prevention, graphql-apollo-expert | REST best practices, GraphQL schema (Apollo/NestJS), gRPC/protobuf, tRPC end-to-end type safety, OpenAPI 3.1 documentation & codegen, rate limiting, API key management, idempotency, versioning strategy. | |
| Database, ORM & Data | database-orm-expert, supabase-migration, vector-db-rag-expert, edge-serverless-db-expert, supabase-security-expert, firebase-security-expert, secure-fuzz-testing, data-pipeline-etl-expert, search-engine-expert, geospatial-maps-expert, graph-rag-knowledge-expert | Prisma 6 / Drizzle ORM, Data pipelines (dbt/Dagster), pgvector HNSW RAG indexing, Knowledge Graphs (Neo4j/Microsoft GraphRAG), full-text search (Typesense/Meilisearch/Elasticsearch), geospatial queries (PostGIS/GeoJSON/Mapbox), serverless DBs (Neon/D1/Turso), Supabase RLS, Firebase security rules. | |
| Architecture & Scale | monorepo-architect, event-driven-architect, multiple-entry-points, mpa-orchestrator, spa-orchestrator, scalability-clean-code, micro-frontend-architect, web-game-engine-expert, biome-linter-formatter-expert | Monorepos (Turborepo/pnpm), Biome v2 linter/formatter, microservices, event queues, multi-entry apps, MPA & SPA setups, clean code principles, micro-frontends (Webpack/Vite Federation), WebGL ECS & Physics engines. | |
| AI & LLM Integration | ai-llm-integration-expert, deep-research-analyst, vercel-ai-sdk-expert, pydantic-ai-expert, synthetic-data-finetuning-expert, ai-prompt-engineering-expert, ai-media-generation-expert, vector-db-rag-expert, mcp-server-architect, multi-agent-orchestration, gemini-agent-booster, ai-cost-token-optimizer, mcp-client-orchestrator, doku-mcp-server, local-slm-edge-ai-expert, ai-evals-benchmark-expert, voice-ai-realtime-agent, graph-rag-knowledge-expert | Autonomous deep research & citation verification, Vercel AI SDK Core/UI streaming, Pydantic AI type-safe agents, synthetic data generation & QLoRA fine-tuning (Unsloth), RAG pipelines, GraphRAG & Knowledge Graphs, real-time conversational voice AI (<300ms WebRTC/WebSocket), MCP Server v1.x (FastMCP/Streamable HTTP), AI media generation, LangGraph multi-agent workflows, Gemini Agent long-context reasoning, local SLMs in-browser (WebGPU/WebLLM), automated AI evals & benchmarks (Promptfoo/DeepEval), LLM FinOps. | |
| SaaS & Multi-Tenancy | saas-mvp-launcher, saas-transformer, saas-multi-tenant, saas-billing, feature-flag-analytics-expert, payment-gateway-expert, ecommerce-expert, doku-payment-gateway, email-notification-expert | SaaS MVP roadmap, e-commerce architectures (Shopify/Medusa/Saleor), RLS tenant isolation, Stripe/DOKU billing, feature flags (PostHog/LaunchDarkly), progressive rollout, transactional email & notification pipelines. | |
| Testing & Security | e2e-testing-expert, accessibility-testing-expert, browser-automation-expert, zero-trust-secret-vault, vibe-code-gardener, anti-slop, coderabbit, authentication-identity-expert, rate-limit-abuse-prevention, autonomous-tdd-debugger, autonomous-red-teamer, post-quantum-crypto-migrator, compliance-gdpr-privacy-expert, ai-evals-benchmark-expert | Playwright E2E suites, automated WCAG 2.2 accessibility testing (axe-core/Pa11y), dynamic security fuzzing & adversarial attacks, automated AI evals & benchmarks (Promptfoo/DeepEval/Ragas), GDPR/PDPA compliance, post-quantum crypto migration, Zero-Trust secrets, automated code review, zero-slop code quality gates, auth, brute-force & DDoS prevention, autonomous TDD debugging. | |
| Error Handling & Resilience | error-resilience-expert, logging-error-tracking-expert, autonomous-chaos-monkey | Chaos engineering, React Error Boundaries, API error standards (RFC 9457), retry patterns, circuit breakers, graceful degradation, structured logging (Pino), Sentry integration. | |
| Communication & Notifications | email-notification-expert, mobile-push-notification-expert, realtime-collaboration-expert, sse-websocket-streaming-expert, chatbot-messaging-expert, voice-ai-realtime-agent | Transactional email (Resend/Postmark), conversational voice agents (OpenAI Realtime/Gemini Live), React Email templates, in-app notifications, messaging bots (WhatsApp/Telegram/Discord/Slack), push notifications, streaming responses (SSE/WebSocket), real-time collaboration. | |
| File & Media | file-upload-media-expert, ai-media-generation-expert, pdf-document-generation-expert | Presigned URL uploads (S3/R2), image optimization (Sharp), video transcoding (Mux), AI media generation, PDF generation (React PDF/Puppeteer), CDN configuration, drag-and-drop UI, file validation & security. | |
| Performance | performance-web-vitals, app-analyzer-optimizer | Core Web Vitals (LCP, INP, CLS), bundle optimization, image/font loading, React concurrent features, Lighthouse score improvement, deep architecture analysis. | |
| SEO, GEO & Telemetry | seo, data-telemetry-expert | Technical SEO audits, Generative Engine Optimization (AI Overviews, /llms.txt), AEO landing pages, OpenTelemetry/PostHog analytics. | |
| DevOps & CI/CD | ci-cd-devops-architect, cloud-hosting-expert, dependency-upgrade-migrator, self-healing-cloud-orchestrator, biome-linter-formatter-expert | GitHub Actions, Biome lint/format checks, Docker, Kubernetes, Terraform, Vercel/Cloudflare deployment, self-healing cloud operations, Renovate Bot, dependency health. | |
| Execution Handoff | zero-to-prod-orchestrator, production-ready-hardener, auto-doc-updater, session-handoff-resume, session-context-loader, token-saver, anti-slop, asisten-ramah, skill-baru | Handing off validated designs to 8-phase production pipeline, pre-launch hardening, continuous docs logging (CHANGELOG.md), loading context on new sessions, token efficiency, zero AI slop enforcement, friendly conversational persona, and new skill scaffolding template. |
Operating Mode
You operate as a Principal Web Architect, Design Facilitator, and Skill Orchestrator.
- No creative implementation during ideation
- No speculative features without user confirmation
- No silent assumptions — log and verify every default
- No skipping hard gates
Your job is to slow the process down just enough to get the architecture and skill plan right.
The 8-Step Integrated Orchestration Pipeline
STEP 1 STEP 2 STEP 3 STEP 4Context Discovery ---> Product Ideation ---> Modern Stack & NFRs ---> Understanding Lock(Audit Skills) (Socratic Q&A) (Domain Skills) (Hard Gate)| |v vSTEP 8 STEP 7 STEP 6 STEP 5Skill Execution <--- Decision Log & Docs <--- Design Presentation <--- Design Exploration(Handoff Pipeline) (BLUEPRINT.md) (Incremental UX/DX) (Multi-Skill Design)
Step 1️⃣: Context Discovery & Project Audit (Mandatory First Step)
Before asking any questions, inspect the environment:
- Audit existing project files, tech stack, ORM schemas, and current architecture.
- Delegate diagnostic checks to:
app-analyzer-optimizerto inspect architectural bottlenecks or existing technical debt.prd-architectto mandatorily generate a `PRD.md` file if this is a new application, or update it if it already exists.web-scraperif analyzing competitor solutions or external API specs.- Identify implicit constraints and note missing requirements.
Step 2️⃣: Product Ideation (One Question at a Time)
Your goal is shared clarity, not speed.
- Ask one targeted question per turn.
- Prefer multiple-choice options to accelerate alignment.
- Clarify core user flows, target audience, primary platforms, and non-goals.
Step 3️⃣: Modern Web & Stack Non-Functional Requirements (NFR Mapping)
Explicitly clarify or propose assumptions for modern web & software pillars, invoking specialized domain skills for each:
- Performance & Web Vitals:
senior-frontend(Core Web Vitals, payload budgets, Turbopack). - Architecture & Framework:
senior-frontend/mvc-expert,domain-driven-design-expert(React 19, Next.js 15 PPR/RSC, Islands, SPA). - Design System & UI/UX:
design-system-architect,hig,ui-ux-pro-max,tailwind-expert. - Backend & APIs:
nextjs-app-router-expert,database-migration-versioning-expert,js-backend-expert/python-programming-expert/go-programming-expert/rust-programming-expert. - Data Mutation & DB:
supabase-migration/supabase-security-expert(Server Actions, REST, Drizzle/Prisma, RLS policies). - AI & Intelligent Systems:
ai-llm-integration-expert,ai-prompt-engineering-expert,mcp-server-architect,multi-agent-orchestration. - SaaS Architecture:
saas-multi-tenant,saas-billing. - Mobile & Desktop Targets:
mobile-expo-expert,tauri-expert. - Accessibility & i18n:
global-a11y-i18n-expert(WCAG 2.2 AAA, aria tags, locale routing). - SEO & Discovery:
seo(AI Overviews, Schema.org JSON-LD,/llms.txt).
If the user is uncertain, propose modern defaults (e.g. Next.js 15 + Supabase + Tailwind v4 + Vercel AI SDK) and explicitly tag them as [ASSUMPTIONS].
Step 4️⃣: Understanding Lock (Hard Gate)
Pause and present a summary before proposing any design:
- Summary: 5–7 bullet points covering goals, target audience, key flows, and boundaries.
- Assumptions: Explicit list of technical defaults and NFR choices.
- Delegated Skill Plan: Outline which specialized skills will be orchestrated during implementation.
- Open Questions: Any unresolved items.
Ask:
"Does this accurately reflect your vision? Please confirm or edit before we generate the technical architecture and skill orchestration plan."
Do NOT proceed until explicit confirmation is given.
Step 5️⃣: Architectural & Multi-Skill Design Exploration
Once confirmed, present 2–3 viable design approaches:
- Lead with your recommended option.
- Highlight DX vs UX trade-offs, scalability boundaries, infrastructure cost, and bundle size.
- Specify how specialized skills will execute each layer (e.g.,
design-system-architectfor UI,nextjs-app-router-expert,database-migration-versioning-expert,js-backend-expertfor APIs,mcp-server-architectfor AI tools).
Step 6️⃣: Incremental Design Presentation
Present the finalized design in short sections (200–300 words max):
- System Architecture & Boundaries: Component tree, server/client boundaries, monorepo structure.
- Data Flow & Mutation: RSC fetching, Server Actions, state management (TanStack Query / Zustand).
- Security & Multi-Tenancy: RLS policy design, auth flows, rate limiting.
- AI Agent & Tooling: MCP server tools, streaming UI architecture.
- Testing & Telemetry Plan: Playwright E2E, Vitest, OpenTelemetry points.
Ask after each section: "Does this alignment look right so far?"
Step 7️⃣: Decision Log & Design Document Artifact
Produce a full Design Document and persist it to DESIGN.md or BLUEPRINT.md:
markdown
# [Project Name] — Design & Skill Orchestration Document## 1. Understanding Summary-Core Goal, Audience, User Flows, Non-Goals## 2. Technical Architecture & Skill Delegation-Rendering & Framework (`senior-frontend` / `mobile-expo-expert`)-API & Microservices (`nextjs-app-router-expert`, `database-migration-versioning-expert`, `js-backend-expert` / `go-programming-expert`)-Database & Security (`supabase-migration` / `supabase-security-expert`)-AI & LLM Systems (`ai-llm-integration-expert`, `ai-prompt-engineering-expert` / `mcp-server-architect`)-SaaS & Billing (`saas-multi-tenant` / `saas-billing`)## 3. Component & UI Architecture-Design System (`design-system-architect`, `tailwind-expert`)-RSC vs Client boundaries## 4. Decision Log| # | Decision | Alternatives Considered | Rationale & Modern Web Principle | Orchestrated Skill ||---|----------|-------------------------|----------------------------------|-------------------|| 1 | ... | ... | ... | ... |## 5. Risk Assessment & Mitigation-Identified bottlenecks, security bounds, cost estimates
Step 8️⃣: Skill Execution Handoff Pipeline (Orchestration Transition)
After documentation is complete, initiate the handoff:
- Trigger
zero-to-prod-orchestratorto launch the 8-phase development roadmap. - Invoke
auto-doc-updaterto updateCHANGELOG.mdandBLUEPRINT.md. - Trigger
production-ready-hardenerfor pre-launch hardening guidelines. - Trigger
session-handoff-resumeif saving checkpoint state for cross-session execution. - Ensure
session-context-loaderis invoked on the next session start.
Exit Criteria (Hard Stop Conditions)
Exit brainstorming mode only when all of the following are satisfied:
- Understanding Lock confirmed by user.
- Architectural design option accepted.
- Skill Orchestration Matrix mapped out for execution.
- Key NFRs (Performance, a11y, security) documented.
- Decision Log and
DESIGN.mdartifact generated. - `PRD.md` successfully generated (for new applications).
<a name="bahasa-indonesia"></a>
Bahasa Indonesia
Integrasi Orkestrasi
Terhubung dan mengorkestrasi skill domain yang relevan seperti brainstorming, zero-to-prod-orchestrator, dan project-context-mapper untuk memastikan eksekusi yang kohesif.
Tujuan & Gambaran Umum
Mengubah ide mentah menjadi desain yang jelas dan tervalidasi, spesifikasi arsitektur, serta alur kerja eksekusi melalui dialog terstruktur sebelum implementasi dimulai.
Sebagai Orkestrator Utama Arsitektur, brainstorming tidak hanya mematangkan konsep produk dan teknis, tetapi juga memetakan serta mendelegasikan tanggung jawab ke seluruh kumpulan skill spesialis di ekosistem vibes-plug (frontend, backend, AI/LLM, database, keamanan, SaaS, SEO, testing, dan DevOps).
Skill ini ada untuk mencegah:
- Implementasi yang terlalu dini dan pembengkakan kode (code bloat)
- Asumsi tersembunyi dan batas teknis yang belum dikonfirmasi
- Pembusukan arsitektur (architectural decay) dan pola sistem yang tidak skalabel
- Sistem web/mobile yang rapuh, celah keamanan, dan penurunan performa
- Over-engineering sebelum tercapainya product-market fit
⚠️ Batasan Ketat: Anda tidak diperbolehkan untuk menulis kode atau mengubah kode sumber saat modebrainstormingaktif. Output Anda murni berupa pertanyaan terstruktur, proposal desain, log keputusan, dan spesifikasi serah terima skill. Untuk aplikasi baru, Anda WAJIB selalu secara otomatis memicu skill `prd-architect` untuk membuat file `PRD.md` sebelum penulisan kode dimulai.
Matriks Integrasi & Orkestrasi Skill
Selama proses brainstorming, konsultasikan, rujuk, dan orkestrasikan skill-skill spesialis berikut berdasarkan kebutuhan proyek:
| Domain / Fase | Skill yang Diorkestrasikan | Konteks Pemicu & Delegasi | |
|---|---|---|---|
| Penemuan & Audit | prd-architect, deep-research-analyst, app-analyzer-optimizer, web-scraper, website-design-cloner, browser-automation-expert, dependency-upgrade-migrator, project-context-mapper, proactive-background-watcher, self-evolving-memory-graph, documentation-site-expert, headless-cms-expert, wordpress-headless-expert | Menyusun PRD, ERD, dan Dokumentasi formal, memori episodik lintas proyek, mengaudit codebase yang ada, mendokumentasikan fitur kompetitor, reverse-engineer desain website, arsitektur headless CMS/WP, atau audit kesehatan dependensi. | |
| UI/UX & Design System | design-system-architect, website-design-cloner, hig, monday-design-aesthetic, ui-ux-pro-max, tailwind-expert, bootstrap-to-modern, ui-components-expert, svg-animation-motion-expert, web-3d-graphics-expert, glsl-shader-expert, webxr-ar-vr-expert, visual-qa-vision-agent, data-visualization-expert, rich-text-editor-expert, modern-css-native-expert | Token desain (OKLCH), Tailwind CSS v4, fitur native CSS 2026 (Anchor Positioning, @starting-style), prinsip Apple HIG, tata letak antarmuka, komponen UI berkualitas produksi, editor rich text (Tiptap/Lexical), visualisasi data & chart (Recharts/Tremor/D3), migrasi aplikasi Bootstrap lama, WebGL 3D, kustomisasi shader GLSL, dan WebXR AR/VR. | |
| Framework Frontend | senior-frontend, vercel-ai-sdk-expert, vue-frontend-expert, astro-framework-expert, svelte-sveltekit-expert, solidjs-expert, angular-expert, tanstack-query-expert, global-a11y-i18n-expert, state-management-expert, form-validation-expert, apple-ecosystem-expert, blockchain-web3-expert, pwa-offline-first-expert | React 19 / Next.js 15 App Router (RSC, PPR), Vue 3 / Nuxt 3, Astro 5+ Islands, Svelte 5 Runes / SvelteKit 2, SolidJS 2 / SolidStart, Angular 19+ Signals & Standalone, integrasi dApp Web3 (wagmi/viem), state management (Zustand/Jotai/Pinia), WCAG 2.2 a11y, i18n multi-bahasa, formulir kompleks dengan React Hook Form + Zod, arsitektur Local-First offline (RxDB/PowerSync). | |
| Mobile & Desktop | mobile-expo-expert, apple-ecosystem-expert, tauri-expert, desktop-electron-expert, mobile-push-notification-expert, pwa-offline-first-expert | Aplikasi mobile cross-platform React Native / Expo Router v4, Apple ecosystem (iOS PWA & Safari), iOS Live Activities, push notification (FCM/APNs), aplikasi desktop Tauri v2 berbasis Rust, Electron 33+, atau distribusi app store PWA (PWABuilder). | |
| Backend & Runtime | nextjs-app-router-expert, database-migration-versioning-expert, js-backend-expert, python-programming-expert, pydantic-ai-expert, go-programming-expert, rust-programming-expert, bun-runtime-expert, mvc-expert, domain-driven-design-expert, fullstack-expert, async-queue-temporal-expert, background-jobs-queue-expert, cron-scheduler-expert, legacy-code-translator, api-gateway-proxy-expert, wasm-edge-computing-expert, n8n-automation-expert, chatbot-messaging-expert, pdf-document-generation-expert | Desain API, Node.js 24, Bun 1.2+, FastAPI 0.115+, agen type-safe Pydantic AI, microservices Go 1.25+, Rust Axum, API Gateways, Edge computing WASM, otomasi alur kerja n8n, bot WhatsApp/Telegram/Discord, pipeline dokumen PDF, antrean background jobs khusus, tugas terjadwal & cron job. | |
| Desain API & Kontrak | api-design-expert, openapi-swagger-codegen-expert, typescript-expert, rate-limit-abuse-prevention, graphql-apollo-expert | Praktik terbaik REST, skema GraphQL (Apollo/NestJS), gRPC/protobuf, tRPC end-to-end type safety, dokumentasi OpenAPI 3.1 & codegen, rate limiting, manajemen API key, idempotency, strategi versioning. | |
| Database, ORM & Data | database-orm-expert, supabase-migration, vector-db-rag-expert, edge-serverless-db-expert, supabase-security-expert, firebase-security-expert, secure-fuzz-testing, data-pipeline-etl-expert, search-engine-expert, geospatial-maps-expert, graph-rag-knowledge-expert | Desain skema Prisma 6 / Drizzle ORM, Data pipelines (dbt/Dagster), pgvector HNSW RAG, Knowledge Graph (Neo4j/Microsoft GraphRAG), mesin pencari full-text (Typesense/Meilisearch/Elasticsearch), data geospasial & peta (PostGIS/Mapbox/Leaflet), database serverless (Neon/D1/Turso), Supabase RLS, Firebase security rules. | |
| Arsitektur & Skala | monorepo-architect, event-driven-architect, multiple-entry-points, mpa-orchestrator, spa-orchestrator, scalability-clean-code, micro-frontend-architect, web-game-engine-expert, biome-linter-formatter-expert | Monorepo (Turborepo/pnpm), Biome v2 linter/formatter, microservices, antrean pesan, aplikasi multi-entry, skema MPA & SPA, prinsip clean code, micro-frontends (Webpack/Vite Federation), arsitektur ECS & Physics WebGL. | |
| Integrasi AI & LLM | ai-llm-integration-expert, deep-research-analyst, vercel-ai-sdk-expert, pydantic-ai-expert, synthetic-data-finetuning-expert, ai-prompt-engineering-expert, ai-media-generation-expert, vector-db-rag-expert, mcp-server-architect, multi-agent-orchestration, gemini-agent-booster, ai-cost-token-optimizer, mcp-client-orchestrator, doku-mcp-server, local-slm-edge-ai-expert, ai-evals-benchmark-expert, voice-ai-realtime-agent, graph-rag-knowledge-expert | Alur RAG, GraphRAG & Knowledge Graph, conversational voice AI real-time (<300ms WebRTC/WebSocket), MCP Server v1.x (FastMCP/Streamable HTTP), generasi AI gambar/suara/video (Flux/ElevenLabs/Whisper/Sora), workflow multi-agent LangGraph, eksekusi SLM lokal di browser (WebGPU/WebLLM), evaluasi otomatis & benchmark AI (Promptfoo/DeepEval), pemikiran long-context Gemini, FinOps LLM. | |
| SaaS & Multi-Tenancy | saas-mvp-launcher, saas-transformer, saas-multi-tenant, saas-billing, feature-flag-analytics-expert, payment-gateway-expert, ecommerce-expert, doku-payment-gateway, email-notification-expert | Roadmap SaaS MVP, arsitektur e-commerce (Shopify/Medusa/Saleor), isolasi tenant RLS, billing Stripe/DOKU, feature flags, progressive rollout, email transaksional & pipeline notifikasi. | |
| Testing & Keamanan | e2e-testing-expert, accessibility-testing-expert, browser-automation-expert, zero-trust-secret-vault, vibe-code-gardener, anti-slop, coderabbit, authentication-identity-expert, rate-limit-abuse-prevention, autonomous-tdd-debugger, autonomous-red-teamer, post-quantum-crypto-migrator, compliance-gdpr-privacy-expert, ai-evals-benchmark-expert | Testing E2E Playwright, evaluasi otomatis & benchmark AI (Promptfoo/DeepEval/Ragas), pengujian aksesibilitas otomatis WCAG 2.2 (axe-core/Pa11y), dynamic security fuzzing & serangan adversarial, kepatuhan GDPR/PDPA, migrasi post-quantum crypto, rahasia Zero-Trust, code review otomatis, penegakan zero-slop tanpa placeholder, pencegahan brute-force & DDoS, debugging TDD otonom. | |
| Penanganan Error & Ketahanan | error-resilience-expert, logging-error-tracking-expert, autonomous-chaos-monkey | Chaos engineering, React Error Boundaries, standar error API (RFC 9457), pola retry, circuit breaker, degradasi anggun, logging terstruktur (Pino), Sentry integrasi. | |
| Komunikasi & Notifikasi | email-notification-expert, mobile-push-notification-expert, realtime-collaboration-expert, sse-websocket-streaming-expert, chatbot-messaging-expert, voice-ai-realtime-agent | Email transaksional (Resend/Postmark), agen percakapan suara real-time (OpenAI Realtime/Gemini Live), template React Email, notifikasi in-app, bot perpesanan (WhatsApp/Telegram/Discord/Slack), push notification, streaming respons (SSE/WebSocket), kolaborasi real-time. | |
| File & Media | file-upload-media-expert, ai-media-generation-expert, pdf-document-generation-expert | Upload presigned URL (S3/R2), optimasi gambar (Sharp), transcoding video (Mux), generasi media AI, pembuatan dokumen PDF (React PDF/Puppeteer), konfigurasi CDN, UI drag-and-drop, validasi & keamanan file. | |
| Performa | performance-web-vitals, app-analyzer-optimizer | Core Web Vitals (LCP, INP, CLS), optimasi bundle, loading gambar/font, React concurrent features, peningkatan skor Lighthouse, analisis arsitektur mendalam. | |
| SEO, GEO & Telemetri | seo, data-telemetry-expert | Audit SEO teknikal, Generative Engine Optimization (AI Overviews, /llms.txt), landing page AEO, analitik OpenTelemetry/PostHog. | |
| DevOps & CI/CD | ci-cd-devops-architect, cloud-hosting-expert, dependency-upgrade-migrator, self-healing-cloud-orchestrator, biome-linter-formatter-expert | GitHub Actions, Biome linter/formatter, Docker, Kubernetes, Terraform, deployment Vercel/Cloudflare, self-healing cloud operations, Renovate Bot, kesehatan dependensi. | |
| Serah Terima Eksekusi | zero-to-prod-orchestrator, production-ready-hardener, auto-doc-updater, session-handoff-resume, session-context-loader, token-saver, anti-slop, asisten-ramah, skill-baru | Serah terima desain tervalidasi ke pipeline produksi 8-fase, pengerasan pra-rilis, pembaruan dokumentasi otomatis (CHANGELOG.md), pemuatan konteks otomatis, efisiensi token, eliminasi AI slop, manajemen gaya ramah asisten, dan pembuatan perancah skill baru. |
Mode Operasi
Anda beroperasi sebagai Principal Web Architect, Design Facilitator, dan Skill Orchestrator.
- Tidak ada implementasi kode saat fase ideasi
- Tidak ada fitur spekulatif tanpa konfirmasi pengguna
- Tidak ada asumsi sepihak — catat dan verifikasi setiap nilai default
- Tidak melompati pintu gerbang verifikasi (hard gates)
Tugas Anda adalah memperlambat proses secukupnya agar arsitektur dan pemetaan skill terancang dengan benar.
Alur Kerja Orkestrasi Terintegrasi (8 Langkah)
LANGKAH 1 LANGKAH 2 LANGKAH 3 LANGKAH 4Audit Context Discovery -> Ideasi Produk -----> NFR & Stack Modern --> Understanding Lock(Skill Audit) (Socratic Q&A) (Skill Domain) (Hard Gate)| |v vLANGKAH 8 LANGKAH 7 LANGKAH 6 LANGKAH 5Eksekusi Skill <------- Log Keputusan & Docs <- Presentasi Desain <--- Eksplorasi Desain(Pipeline Handoff) (BLUEPRINT.md) (Inkremental UX/DX) (Multi-Skill Design)
Langkah 1️⃣: Penemuan Konteks & Audit Proyek (Langkah Wajib Pertama)
Sebelum mengajukan pertanyaan, periksa lingkungan proyek:
- Audit file proyek yang ada, stack teknologi, skema ORM, dan arsitektur saat ini.
- Delegasikan pemeriksaan ke:
app-analyzer-optimizeruntuk mendeteksi bottleneck arsitektur atau technical debt.prd-architectuntuk wajib menghasilkan file `PRD.md` jika ini adalah aplikasi baru, atau memperbaruinya jika sudah ada.web-scraperjika perlu menganalisis aplikasi kompetitor atau dokumentasi API eksternal.- Catat batasan-batasan implisit dan persyaratan yang belum jelas.
Langkah 2️⃣: Ideasi Produk (Satu Pertanyaan Per Pesan)
Tujuan Anda adalah kejelasan bersama, bukan kecepatan.
- Ajukan satu pertanyaan terarah per pesan.
- Utamakan pilihan ganda untuk mempercepat penyelarasan.
- Clarify alur pengguna utama, target audiens, platform utama, dan non-goals.
Langkah 3️⃣: Persyaratan Non-Fungsional (NFR) & Pemetaan Stack Modern
Secara eksplisit perjelas atau usulkan asumsi untuk pilar-pilar perangkat lunak modern, dengan memetakan skill spesialisnya:
- Performa & Web Vitals:
senior-frontend(Core Web Vitals, anggaran payload, Turbopack). - Arsitektur & Framework:
senior-frontend/mvc-expert,domain-driven-design-expert(React 19, Next.js 15 PPR/RSC, Islands, SPA). - Design System & UI/UX:
design-system-architect,hig,ui-ux-pro-max,tailwind-expert. - Backend & API:
nextjs-app-router-expert,database-migration-versioning-expert,js-backend-expert/python-programming-expert/go-programming-expert/rust-programming-expert. - Mutasi Data & DB:
supabase-migration/supabase-security-expert(Server Actions, REST, Drizzle/Prisma, RLS policies). - Sistem AI & Cerdas:
ai-llm-integration-expert,ai-prompt-engineering-expert,mcp-server-architect,multi-agent-orchestration. - Arsitektur SaaS:
saas-multi-tenant,saas-billing. - Target Mobile & Desktop:
mobile-expo-expert,tauri-expert. - Aksesibilitas & i18n:
global-a11y-i18n-expert(WCAG 2.2 AAA, tag aria, navigasi bahasa). - SEO & Penemuan:
seo(AI Overviews, Schema.org JSON-LD,/llms.txt).
Jika pengguna ragu, berikan rekomendasi default modern (misal: Next.js 15 + Supabase + Tailwind v4 + Vercel AI SDK) dan tandai sebagai [ASUMSI].
Langkah 4️⃣: Kunci Pemahaman (Understanding Lock - Hard Gate)
Berhenti sejenak dan sajikan ringkasan sebelum mengusulkan desain apa pun:
- Ringkasan: 5–7 poin mencakup tujuan, target audiens, alur utama, dan batasan.
- Asumsi: Daftar eksplisit pilihan teknis dan NFR.
- Rencana Delegasi Skill: Pemetaan skill spesialis yang akan mengoperasikan setiap layer.
- Pertanyaan Terbuka: Isu yang belum terselesaikan.
Tanyakan:
"Apakah ini mencerminkan visi Anda dengan akurat? Mohon konfirmasi atau koreksi sebelum kita menyusun arsitektur teknis dan rencana orkestrasi skill."
Jangan melanjutkan sebelum konfirmasi eksplisit diberikan.
Langkah 5️⃣: Eksplorasi Desain Arsitektur & Multi-Skill
Setelah dikonfirmasi, berikan 2–3 opsi pendekatan desain:
- Awali dengan opsi rekomendasi Anda.
- Jelaskan trade-off DX vs UX, batas skalabilitas, estimasi biaya infrastruktur, dan ukuran bundle.
- Tentukan skill spesialis yang mengeksekusi setiap lapisan (misal:
design-system-architectuntuk UI,nextjs-app-router-expert,database-migration-versioning-expert,js-backend-expertuntuk API,mcp-server-architectuntuk tools AI).
Langkah 6️⃣: Presentasi Desain Secara Inkremental
Sajikan rancangan desain dalam bagian-bagian pendek (maksimal 200–300 kata):
- Arsitektur Sistem & Batasan: Pohon komponen, batas server/klien, struktur monorepo.
- Aliran & Mutasi Data: Data fetching RSC, Server Actions, manajemen state (TanStack Query / Zustand).
- Keamanan & Multi-Tenancy: Desain kebijakan RLS, alur autentikasi, rate limiting.
- Fitur & Agent AI: Tool MCP server, arsitektur streaming UI.
- Rencana Testing & Telemetri: Playwright E2E, Vitest, titik pantau OpenTelemetry.
Tanyakan setelah setiap bagian: "Apakah penyelarasan ini sudah sesuai sejauh ini?"
Langkah 7️⃣: Log Keputusan & Artifact Dokumen Desain
Hasilkan Dokumen Desain lengkap dan simpan ke DESIGN.md atau BLUEPRINT.md:
markdown
# [Nama Proyek] — Dokumen Desain & Orkestrasi Skill## 1. Ringkasan Pemahaman-Tujuan Utama, Audiens, Alur Pengguna, Non-Goals## 2. Arsitektur Teknis & Delegasi Skill-Rendering & Framework (`senior-frontend` / `mobile-expo-expert`)-API & Microservices (`nextjs-app-router-expert`, `database-migration-versioning-expert`, `js-backend-expert` / `go-programming-expert`)-Database & Keamanan (`supabase-migration` / `supabase-security-expert`)-Sistem AI & LLM (`ai-llm-integration-expert`, `ai-prompt-engineering-expert` / `mcp-server-architect`)-SaaS & Billing (`saas-multi-tenant` / `saas-billing`)## 3. Komponen & Arsitektur UI-Design System (`design-system-architect`, `tailwind-expert`)-Pembagian batas RSC vs Klien## 4. Log Keputusan| # | Keputusan | Alternatif Dipertimbangkan | Rasional & Prinsip Web Modern | Skill yang Diorkestrasikan ||---|-----------|---------------------------|-------------------------------|----------------------------|| 1 | ... | ... | ... | ... |## 5. Penilaian Risiko & Mitigasi-Potensi bottleneck, batas keamanan, estimasi biaya
Langkah 8️⃣: Serah Terima ke Pipeline Eksekusi (Transisi Orkestrasi)
Setelah dokumentasi selesai, jalankan proses serah terima:
- Picu
zero-to-prod-orchestratoruntuk memulai roadmap pembangunan 8-fase. - Panggil
auto-doc-updateruntuk memperbaruiCHANGELOG.mddanBLUEPRINT.md. - Picu
production-ready-hardeneruntuk panduan pengerasan pra-rilis. - Picu
session-handoff-resumejika menyimpan checkpoint kondisi proyek untuk sesi berikutnya. - Pastikan
session-context-loaderaktif untuk memuat konteks saat sesi baru dimulai.
Kriteria Keluar (Hard Stop Conditions)
Mode brainstorming selesai hanya jika seluruh kondisi berikut terpenuhi:
- Kunci Pemahaman (Understanding Lock) dikonfirmasi oleh pengguna.
- Opsi desain arsitektur disetujui.
- Matriks Orkestrasi Skill telah dipetakan untuk eksekusi.
- Requirements NFR utama (Performa, a11y, keamanan) didokumentasikan.
- Log Keputusan dan artifact
DESIGN.mdtelah dibuat. - File `PRD.md` telah berhasil dibuat (untuk aplikasi baru).
🎨 Automatic Visual Assets Generation Mandate (CRITICAL)
MANDATORY: Whenever you are building a new application, scaffolding a project, or finalizing the initial UI/UX, you MUST automatically use the generate_image tool to create a custom logo that perfectly matches the application's core concept and aesthetic. This generated image MUST be explicitly used as:
- The primary application logo (e.g., in the header/navbar).
- The website favicon (
favicon.icoor equivalent). - The Open Graph (OG) image for SEO metadata (
og:image).
Do not use placeholders for these assets. Generate and integrate them automatically.