roedyrustam/vibes-plug

Expert guide for Agent-to-Agent (A2A) Protocol interoperability, /.well-known/agent.json Agent Cards, cross-vendor swarm task negotiation, and bridging A2A with Model Context Protocol (MCP) / Panduan ahli protokol interoperabilitas antar-agen (A2A), Agent Cards, dan integrasi A2A + MCP.

Expert guide for automated and manual Web Accessibility (a11y) testing — axe-core, Pa11y, Playwright a11y, screen reader testing, and WCAG 2.2 Level AA/AAA compliance / Panduan ahli pengujian aksesibilitas web.

Expert guide for intelligent model cascading and routing — complexity-scored task routing from Fast (Composer 2.5, Grok 4.7/4.6) to Medium (Gemini 4 Argon, GPT-5.6 Sol, Claude Opus 5.5) and High (Claude Sonnet 5.5, Claude Fable 5.1, Muse Wonder) / Panduan ahli untuk kaskade dan routing model cerdas.

Master guide for Affective Computing, emotional AI, and real-time sentiment analysis through native multimodal tokens (voice intonation and facial micro-expressions) / Panduan utama komputasi afektif, AI emosional, dan analisis sentimen real-time melalui token multimodal native.

Expert guide for AI-assisted coding workflows — agentic code generation, multi-agent code swarms, self-healing CI/CD, automated PR review, spec-to-code pipelines, codebase knowledge graphs, and human-in-the-loop approval gates / Panduan ahli untuk workflow pengkodean berbasis AI — generasi kode agentic, code swarm multi-agen, CI/CD self-healing, review PR otomatis, pipeline spec-to-code, knowledge graph codebase, dan gate persetujuan human-in-the-loop.

Master guide for autonomous Machine-to-Machine (M2M) agent settlement, dual-rail fiat (DOKU SNAP BI) & stablecoin micro-clearing, dynamic budget envelopes, and cryptographic agent invoicing / Panduan utama settlement otonom antar-agen (M2M), kliring mikro dual-rail fiat & stablecoin, pagu anggaran dinamis, dan penagihan agen kriptografis.

Expert guide for long-term episodic memory integration (Mem0 v2, Letta/MemGPT, Zep v2), memory tier architecture, pgvector HNSW storage, and unified context management for autonomous AI agents / Panduan ahli untuk integrasi memori episodik jangka panjang (Mem0 v2, Letta/MemGPT, Zep v2), arsitektur tier memori, penyimpanan pgvector HNSW, dan manajemen konteks terpadu untuk agen AI otonom.

Master guide for designing Machine-to-Machine (M2M) micro-economies, autonomous agent wallets, swarm budget envelopes, and HTTP 402 payment flows / Panduan utama merancang ekonomi mikro antar-agen (M2M), dompet agen otonom, pagu anggaran swarm, dan alur pembayaran HTTP 402.

Expert guide for multi-pass autonomous AI code self-review — syntax validation, logic correctness, architectural conformance, security audit, and performance analysis without external tooling — enabling the agent to catch its own errors before presenting code / Panduan ahli review kode otonom multi-pass oleh AI — validasi sintaks, kebenaran logika, konformitas arsitektur, audit keamanan, dan analisis performa tanpa tooling eksternal — memungkinkan agen menangkap errornya sendiri sebelum menampilkan kode.

Expert guide for integrating Large Language Models (LLMs), Model Context Protocol (MCP v1.x), hybrid reasoning models, RAG architecture, vector databases, and AI agents / Panduan ahli untuk integrasi LLM, Model Context Protocol (MCP), model hybrid reasoning, arsitektur RAG, vector database, dan agen AI.

Expert guide for AI image generation (Flux, DALL-E, Stable Diffusion), video generation (Sora, Runway), voice synthesis (ElevenLabs TTS), and speech recognition (Whisper STT) integration / Panduan ahli integrasi AI generasi gambar, video, suara (TTS), dan pengenalan suara (STT).

Expert guide for Prompt Engineering, Chain-of-Thought, few-shot prompting, structured output, prompt injection defense, and automated AI evaluations & regression benchmarking (Promptfoo, DeepEval) / Panduan ahli rekayasa prompt dan evaluasi otomatis AI.

Expert guide for AI Safety, Governance, and Responsible AI in production — Constitutional AI enforcement, runtime guardrails (NeMo Guardrails 2.0, Llama Guard 3), bias auditing, hallucination detection, EU AI Act compliance, model cards, and content provenance / Panduan ahli untuk Keamanan AI, Tata Kelola, dan AI Bertanggung Jawab di produksi.

Expert guide for Angular 19+ enterprise applications — Signals, Standalone Components, NgRx SignalStore, SSR with Hydration, and Angular Material 3 / Panduan ahli aplikasi enterprise Angular 19+.

Sovereign Anti-AI Slop Directive & Enforcement Engine (2026 Unified Edition). Absolute zero-tolerance standard for lazy placeholders, conversational fluff, syntax narration, speculative over-engineering, hallucinated code, generic UI clichés, and 38 mandatory rules (R-01 to R-38) with Liveliness Dials (ENERGY/RHYTHM/MOTION), Two Usage Modes (During vs Audit After), and Delivery Gate verification / Doktrin dan mesin penegakan anti-AI slop mutlak v5.0.

Expert guide for designing robust APIs: REST best practices, GraphQL, gRPC, tRPC, OpenAPI/Swagger, API versioning, rate limiting, and contract-first design / Panduan ahli untuk merancang API yang kuat: praktik terbaik REST, GraphQL, gRPC, tRPC, OpenAPI/Swagger, versioning API, rate limiting, dan desain contract-first.

Expert guide for API Gateways, Reverse Proxies, and Service Mesh. Covers Kong, Traefik, NGINX, Cloudflare Gateway, and load balancing / Panduan ahli untuk API Gateway, Reverse Proxy, dan Service Mesh.

Deeply analyzes application architecture and structure to perform audit, bottleneck detection, and code/performance optimization / Mempelajari arsitektur dan struktur aplikasi secara mendalam untuk melakukan audit, deteksi bottleneck, serta optimasi performa dan kode.

Expert guide for creating high-converting application promotional media — App Store & Google Play screenshots, social promo graphics, dynamic Open Graph banners, Remotion programmatic video teasers, and AI promo showcases / Panduan ahli pembuatan media promosi aplikasi — mockup screenshot App Store & Google Play, kartu promo media sosial, banner Open Graph dinamis, video teaser terprogram Remotion, dan showcase promo berbasis AI.

Expert guide for Apple Ecosystem development. Covers iOS support, Safari WebKit compatibility, PWAs (Progressive Web Apps) for iOS, and Human Interface Guidelines (HIG) for web and native apps / Panduan ahli pengembangan ekosistem Apple (iOS & Web).

Expert guide for Astro 5+ framework — Content Collections, Islands Architecture, View Transitions, partial hydration, and MDX integration / Panduan ahli framework Astro 5+ — Content Collections, Islands Architecture, View Transitions, partial hydration, dan integrasi MDX.

Unified expert guide for async job queues & durable workflows: BullMQ v5 (Redis queues), Trigger.dev v3 (serverless tasks), Inngest, and Temporal.io (distributed sagas) / Panduan ahli terpadu untuk antrean job asinkron & workflow tahan-gagal: BullMQ v5, Trigger.dev v3, Inngest, dan Temporal.io.

Expert guide for implementing secure authentication, authorization (RBAC/ABAC), OAuth2, and identity management (Clerk, Auth.js, Supabase Auth) / Panduan ahli untuk autentikasi dan otorisasi.

Expert guide for autonomous API schema drift detection, OpenAPI / gRPC breaking change monitoring, self-healing SDK adapter generation, and zero-downtime client-server synchronization / Panduan ahli deteksi drift skema API otonom, pemantauan breaking change OpenAPI / gRPC, pembuatan adapter SDK self-healing, dan sinkronisasi client-server tanpa downtime.

AI-driven dynamic security fuzzing, exploit generation (XSS, SQLi, SSRF, Prompt Injection), and automated patch remediation / Fuzzing keamanan dinamis berbasis AI, eksploitasi, dan remediasi otomatis.

Empowers the agent to autonomously run tests, read terminal stack traces, and self-heal code until tests pass. Transforms the agent from a passive coder to an active CI pipeline debugger.

Expert guide for Biome (Rust-based linter + formatter), ESLint/Prettier migration, and code quality tooling / Panduan ahli Biome (linter + formatter berbasis Rust), migrasi dari ESLint/Prettier, dan tooling kualitas kode.

Expert guide for Web3 and blockchain dApp integration — viem, wagmi v2, ethers.js v6, RainbowKit, smart contract interactions, and EVM wallet state / Panduan ahli integrasi Web3 dan blockchain.

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.

Expert guide for autonomous web agents (Browser-Use, Stagehand v0.4+), hardcore anti-bot evasion (Playwright Stealth, WebGL masking), and Vision LLM visual QA / Panduan ahli agen web otonom, penghindaran deteksi bot, dan QA visual berbasis Vision LLM.

Expert guide for modern browser extension development (Manifest V3) — Chrome SidePanel API, Background Service Workers, Offscreen Documents, declarativeNetRequest, WebAssembly in MV3, and cross-browser WebExtensions / Panduan ahli pengembangan ekstensi browser modern (Manifest V3).

Expert guide for Bun 1.2+ JavaScript/TypeScript runtime — native Bun.sql Postgres client, Bun.s3 object storage, text lockfile, multi-core HTTP clusters, and bun:test / Panduan ahli runtime Bun 1.2+.

Expert guide for chatbot and messaging platform integration (WhatsApp Business, Telegram Bot, Discord.js, Slack Bolt) and conversational AI / Panduan ahli integrasi chatbot dan platform messaging (WhatsApp Business, Telegram Bot, Discord.js, Slack Bolt) dan AI percakapan.

Expert guide for continuous integration, deployment pipelines, Docker, Kubernetes, and Infrastructure as Code (IaC) / Panduan ahli untuk CI/CD dan infrastruktur.

Expert guide for deploying SaaS applications with multiple entry points on modern edge and serverless platforms like Vercel and Cloudflare / Panduan ahli untuk mendeploy aplikasi SaaS dengan multiple entry points di platform edge dan serverless modern seperti Vercel dan Cloudflare.

Expert guide for Cloudflare Workers ecosystem — Workers, D1 (SQLite at edge), KV, R2 (S3-compatible storage), Queues, Durable Objects, Hyperdrive, and Workers AI / Panduan ahli ekosistem Cloudflare Workers — Workers, D1, KV, R2, Queues, Durable Objects, Hyperdrive, dan Workers AI.

AI-powered automated code review, PR summarization, and interactive developer feedback / Review kode otomatis berbasis AI, ringkasan PR, dan umpan balik developer interaktif.

Expert guide for Data Privacy, GDPR, CCPA, and PDPA compliance. Covers consent management, data retention, privacy-by-design, and audit trails / Panduan kepatuhan Privasi Data, GDPR, dan PDPA.

Expert guide for Composable MACH Architecture (Microservices, API-first, Cloud-native, Headless) — dynamic UI composition, federated API mesh, Backend-for-Frontend patterns, plugin/extension architectures, event-driven composition, and composable AI routing / Panduan ahli Arsitektur MACH Komposabel — komposisi UI dinamis, API mesh federasi, pola Backend-for-Frontend, arsitektur plugin/ekstensi, komposisi event-driven, dan routing AI komposabel.

Expert guide for Computer-Using Agents (CUA), OS/Desktop GUI automation, normalized pixel-coordinate grounding, isolated VM/Container sandboxing, and human-in-the-loop safety gates / Panduan ahli agen pengguna komputer (CUA), otomasi GUI OS/Desktop, grounding koordinat piksel, dan sandbox VM terisolasi.

Expert guide for engineering and optimizing ultra-large context windows (2M+ tokens) across Gemini 4 Argon/Pro, Claude Sonnet/Opus 5.5, GPT-5.6 Sol, and Grok 4.7 — context partitioning, retrieval-augmented context injection, sliding window strategies, and cost-aware token budgeting / Panduan ahli rekayasa dan optimasi context window ultra-besar (2M+ token) di Gemini 4 Argon/Pro, Claude Sonnet/Opus 5.5, GPT-5.6 Sol, dan Grok 4.7 — partisi konteks, injeksi konteks berbasis retrieval, strategi sliding window, dan penganggaran token sadar-biaya.

Expert guide for scheduled tasks, cron jobs, recurring background work (Vercel Cron, Cloudflare Workers Cron, Inngest, node-cron), and distributed scheduling / Panduan ahli untuk tugas terjadwal, cron job, pekerjaan latar belakang berulang, dan penjadwalan terdistribusi.

Expert guide for Data Pipelines, ETL/ELT, and Analytics Engineering. Covers dbt, Apache Airflow, Dagster, BigQuery, ClickHouse, and DuckDB / Panduan ahli untuk Data Pipelines, ETL/ELT. Mencakup dbt, Airflow, Dagster, BigQuery, ClickHouse, dan DuckDB.

Expert guide for observability, analytics, telemetry, and data pipelines (OpenTelemetry, PostHog, Mixpanel) / Panduan ahli untuk observabilitas, telemetri, dan analitik.

Expert guide for data visualization, charts, and dashboards using D3.js, Recharts, Chart.js, Nivo, and Tremor / Panduan ahli visualisasi data, chart, dan dashboard menggunakan D3.js, Recharts, Chart.js, Nivo, dan Tremor.

Updated to be the unified database skill covering ORM, migrations, edge DBs, and Supabase CLI / Keahlian database terpadu untuk ORM, migrasi, edge DB, dan Supabase CLI.

Expert guide for autonomous deep research, iterative web search, citation verification, evidence graph synthesis, and hallucination mitigation / Panduan ahli riset mendalam otonom, pencarian web iteratif, verifikasi sitasi, dan mitigasi halusinasi.

Expert guide for dependency upgrades, breaking change migrations, codemod automation, and package audit remediation / Panduan ahli untuk upgrade dependensi, migrasi breaking change, otomasi codemod, dan remediasi audit paket.

Expert guide for designing, building, and maintaining scalable UI design systems with design tokens, headless primitives, Material Design 3 (M3), Tailwind v4 @theme, Modern Web Guidance, and WCAG 2.2 accessibility.

Expert guide for Electron 33+ desktop application development — Electron Forge, context isolation, IPC security, native menus, auto-updates, and multi-window management / Panduan ahli pengembangan desktop Electron 33+.

Expert guide for production Docker containerization, multi-stage BuildKit builds, rootless execution, distroless runtimes, container security hardening, and Docker Compose v2 topology / Panduan ahli kontainerisasi Docker produksi, multi-stage BuildKit, rootless, distroless, dan Docker Compose v2.

Expert guide for technical documentation sites (Mintlify, Docusaurus, Storybook, VitePress) and component documentation / Panduan ahli situs dokumentasi teknis (Mintlify, Docusaurus, Storybook, VitePress) dan dokumentasi komponen.

Expert guide for DOKU Model Context Protocol (MCP) Server integration. Enables AI Agentic Commerce with tools for DOKU Checkout, payment links, Virtual Accounts, QRIS, and order status checks / Panduan ahli DOKU MCP Server untuk AI Agentic Commerce.

Expert guide for integrating DOKU Payment Gateway: DOKU Checkout (Hosted & Modal Popup with HMAC-SHA256), Direct API SNAP BI Standard (VA, QRIS, Direct Debit with HMAC-SHA512), and Direct API Non-SNAP (Card Payment Page, OVO Push). Covers single-integration checkout, direct host-to-host APIs, webhook verification, and atomic idempotency / Panduan ahli integrasi DOKU Payment Gateway (DOKU Checkout & Direct API).

Expert guide for Domain-Driven Design (DDD). Covers tactical patterns (Aggregates, Value Objects), strategic patterns (Bounded Contexts), event storming, and CQRS / Panduan ahli Desain Berbasis Domain (DDD).

Expert guide for immutable Double-Entry Accounting Ledgers, TigerBeetle integration, append-only financial journals, multi-currency integer math, escrow holds, and automated daily balance reconciliation / Panduan ahli buku besar akuntansi Double-Entry permanen, TigerBeetle, jurnal keuangan append-only, dan rekonsiliasi saldo otomatis.

Expert guide for crash-resilient Durable Agent Execution, Temporal AI workflows, Restate, Cloudflare Workflows, deterministic tool replay, and human-in-the-loop pause/resume sagas / Panduan ahli eksekusi agen AI tahan-gagal (Durable Execution) dengan Temporal, Restate, dan Cloudflare Workflows.

Expert guide for End-to-End (E2E) testing with Playwright 1.50+, Clock API, ARIA snapshots, test fixtures, and Vitest 3+ / Panduan ahli pengujian E2E dengan Playwright 1.50+, Clock API, ARIA snapshots, dan Vitest 3+.

Expert guide for e-commerce architecture (Shopify Storefront, Medusa.js, Saleor), product catalogs, cart/checkout UX, and order management / Panduan ahli arsitektur e-commerce (Shopify, Medusa.js, Saleor), katalog produk, UX keranjang/checkout, dan manajemen pesanan.

Expert guide for transactional email (Resend, Postmark, SES), React Email templates, in-app notifications, and unified communication pipelines / Panduan ahli untuk email transaksional (Resend, Postmark, SES), template React Email, notifikasi in-app, dan pipeline komunikasi terpadu.

Master guide for Ephemeral Generative UI, real-time dynamic component streaming (React 19 RSC & Vercel AI SDK v4+), multi-widget layout orchestration, bidirectional action loops, sandboxed error boundaries, and affective adaptive interfaces / Panduan ahli arsitektur Generative UI efemeral, streaming komponen real-time (React 19 RSC & Vercel AI SDK v4+), orkestrasi layout multi-widget, loop aksi dua arah, dan antarmuka adaptif afektif.

Master guide for ephemeral WebAssembly (WASM) and isolated micro-runtime sandboxes to securely execute AI-generated code, validate database migrations in-memory, and perform sub-millisecond fuzzing / Panduan utama sandbox WebAssembly (WASM) efemeral dan micro-runtime terisolasi untuk eksekusi kode AI yang aman, validasi migrasi database in-memory, dan fuzzing sub-milidetik.

Expert guide for error handling patterns, resilience engineering, retry strategies, circuit breakers, and graceful degradation across React, Next.js, and Node.js / Panduan ahli pola penanganan error, rekayasa ketahanan, strategi retry, circuit breaker, dan degradasi anggun di React, Next.js, dan Node.js.

Expert guide for microservices, message queues, Event Sourcing, and high-scale backend architectures / Panduan ahli untuk arsitektur microservices, antrean pesan, dan backend skala tinggi.

Expert guide for Feature Flags & Progressive Rollout (PostHog, LaunchDarkly, GrowthBook), A/B testing orchestration, and canary releases / Panduan ahli Feature Flags, A/B testing, dan rilis bertahap.

Expert guide for Fine-Grained Authorization (FGA), Google Zanzibar Relationship-Based Access Control (OpenFGA, SpiceDB, Permify), Cedar policy engines, and permission-aware RAG retrieval / Panduan ahli otorisasi granular ReBAC (OpenFGA, SpiceDB) dan retrieval RAG sadar-izin.

Expert guide for file uploads (S3, R2, Supabase Storage), presigned URLs, image/video processing, CDN optimization, and media pipeline architecture / Panduan ahli untuk upload file (S3, R2, Supabase Storage), presigned URL, pemrosesan gambar/video, optimasi CDN, dan arsitektur pipeline media.

Firebase security expert to audit Security Rules (Firestore/Realtime Database/Storage), authentication, API keys, data leakage prevention, and App Check configuration / Ahli keamanan Firebase untuk audit Security Rules (Firestore/Realtime Database/Storage), autentikasi, API keys, pencegahan kebocoran data, dan konfigurasi App Check.

Expert guide for Flutter 3.27+ and Dart 3.7+ cross-platform development. Covers Material 3 adaptive theming, Riverpod 3, go_router, Impeller rendering, platform channels, and Firebase/Supabase integration / Panduan ahli pengembangan lintas platform Flutter 3.27+ dan Dart 3.7+.

Expert guide for complex form handling with React Hook Form, server-side validation (useActionState + Zod), multi-step wizards, and accessible form patterns / Panduan ahli penanganan formulir kompleks dengan React Hook Form, validasi server-side, wizard multi-langkah, dan pola formulir aksesibel.

Master guide for mathematical formal verification, SMT solver constraints (Z3 WebAssembly, Python Z3, TLA+, Dafny), invariant theorem proving for FinTech billing, RBAC authorization, and zero-violation architectures / Panduan utama verifikasi formal matematis, batasan SMT solver (Z3 WASM, Python Z3, TLA+, Dafny), pembuktian teorema invarian billing FinTech, otorisasi RBAC, dan arsitektur zero-violation.

Expert guide for late-2026 frontier AI models — Grok 4.7 / 4.6 (High Fast), Cursor Composer 2.5 (Fast), Claude Opus 5.5 / GPT-5.6 Sol / Gemini 4 Argon (Medium), and Claude Sonnet 5.5 / Fable 5.1 / Muse Wonder (High) / Panduan ahli model AI frontier akhir-2026.

Expert-level fullstack development guide covering multi-language (TypeScript, Python, Go, Rust), API design (OpenAPI 3.1, gRPC), microservices, system design patterns, and polyglot architecture / Panduan fullstack tingkat ahli mencakup multi-bahasa, desain API, microservices, dan arsitektur polyglot.

Master optimization protocol for Gemini Agent (Antigravity) to unlock native 2M+ to 10M+ long-context reasoning, Gemini 4 Pro & Gemini 3.8 Flash dynamic thinking budget control, native context caching, Multimodal Live API, and high-speed problem solving / Protokol optimasi utama untuk Gemini Agent (Antigravity) untuk mengaktifkan pemikiran long-context 2M+ hingga 10M+, kontrol thinking budget dinamis Gemini 4 Pro & Gemini 3.8 Flash, context caching native, Multimodal Live API, dan pemecahan masalah kecepatan tinggi.

Expert guide for maps and geospatial data (Mapbox GL JS, Leaflet, Google Maps, PostGIS) / Panduan ahli peta dan data geospasial (Mapbox GL JS, Leaflet, Google Maps, PostGIS).

Expert guide for GitHub Actions CI/CD workflows, reusable workflows, composite actions, matrix builds, OIDC cloud auth, security hardening, and artifact automation / Panduan ahli GitHub Actions CI/CD workflows, reusable workflows, aksi komposit, autentikasi cloud OIDC, pengerasan keamanan, dan otomasi rilis.

Expert guide for Web Accessibility (WCAG a11y) and Internationalization (i18n) / Panduan ahli untuk Aksesibilitas Web dan Internasionalisasi.

Expert guide for modern web shaders: Three Shading Language (TSL), WebGPU WGSL, Compute Shaders, and WebGL GLSL in Three.js and Babylon.js. Covers procedural generation, compute kernels, and post-processing / Panduan ahli shader web modern: TSL, WGSL, Compute Shader, dan GLSL.

Expert-level skill for Go programming (Go 1.24+ / 1.25+). Covers Swiss Table maps, weak pointers, synctest concurrency testing, tool directives, sqlc, net/http, and microservices in English and Indonesian.

Expert guide for Knowledge Graphs, GraphRAG, Microsoft GraphRAG, Neo4j Text2Cypher, multi-hop relational retrieval, and hybrid vector-graph search / Panduan ahli Knowledge Graph, GraphRAG, dan pencarian relasional multi-hop.

Expert guide for designing and consuming GraphQL APIs. Covers Apollo Server/Client, NestJS GraphQL (Code-First & Schema-First), TypeGraphQL, caching, and N+1 query optimization.

Expert guide for Headless CMS integration (Sanity, Payload CMS, Strapi, Contentful, Storyblok) with modern frameworks / Panduan ahli integrasi Headless CMS (Sanity, Payload, Strapi, Contentful) dengan framework modern.

Applies Human Interface Guidelines (HIG) principles — Hierarchy, Harmony, and Consistency — to UI/UX designs to ensure intuitive and cohesive interfaces / Menerapkan prinsip Human Interface Guidelines (HIG) — Hierarchy, Harmony, dan Consistency — pada desain UI/UX untuk memastikan antarmuka yang intuitif dan kohesif.

Expert guide for HTMX 2.0+, Hypermedia-Driven Applications (HDA), server-side rendering with htmx attributes, Alpine.js integration, and modern HTML-over-the-wire patterns / Panduan ahli HTMX 2.0+, Hypermedia-Driven Applications, dan pola HTML-over-the-wire modern.

Expert-level skill for Node.js 24+ (LTS), Bun 1.2+, and Deno 2.x backend development. Covers Express 5, Fastify 5, Hono v4, NestJS, Prisma 6, Drizzle ORM, WebSockets, BullMQ, OpenTelemetry, and microservices in English and Indonesian.

Expert guide for Production Kubernetes & GitOps Platform Engineering (ArgoCD ApplicationSets, Cilium eBPF NetworkPolicies, KEDA Autoscaling, Gateway API, and Pod Security Standards) / Panduan ahli rekayasa platform Kubernetes & GitOps produksi dengan ArgoCD, Cilium eBPF, dan KEDA.

Expert guide for deterministic prompt prefix engineering, KV-cache locking for Gemini 4 Argon/Pro, Claude 5.5 (Sonnet/Opus) / 5.1 Fable, GPT-5.6 Sol, and Grok 4.7, canonical tool sorting, and achieving 90%+ prompt cache hit rates / Panduan ahli rekayasa prefix prompt deterministik.

Methodological guide for the AI Agent to safely and systematically translate, refactor, and modernize giant legacy codebases (PHP, Python 2, old React) into modern stacks.

Master guide for in-memory Abstract Syntax Tree (AST) code knowledge graphs, multi-language symbol dependency mapping (TS, Python, Go, Rust), refactoring blast radius calculation, circular cycle detection (Tarjan SCC), and topological swarm generation / Panduan utama graf pengetahuan AST kode in-memory, pemetaan dependensi multi-bahasa, kalkulasi radius dampak refaktor, deteksi siklus dependensi, dan pengurutan topologis swarm.

Expert guide for AI FinOps, dynamic model routing (LiteLLM, Portkey, RouteLLM), cost optimization, budget enforcement, semantic caching, and latency-based fallback architectures / Panduan ahli untuk AI FinOps, routing model dinamis, optimasi biaya, penegakan anggaran, semantic caching, dan arsitektur fallback berbasis latensi.

Expert guide for LLM observability in production — token cost tracking, hallucination rate monitoring, latency analysis, prompt/completion logging, model comparison dashboards, and AI-specific tracing (Langfuse, Helicone, Lunary, OpenTelemetry GenAI) / Panduan ahli observabilitas LLM di produksi — pelacakan biaya token, pemantauan tingkat halusinasi, analisis latensi, logging prompt/completion, dashboard perbandingan model, dan tracing khusus AI.

Expert guide for Local Small Language Models (SLMs) and Edge AI execution — WebLLM, Transformers.js v3, ONNX Runtime Web, WebGPU, and zero-latency local embeddings / Panduan ahli SLM lokal dan AI edge di browser.

Expert guide for structured logging (Pino, Winston), error tracking (Sentry), log aggregation (Axiom, Datadog), request correlation, and GDPR-compliant log management / Panduan ahli untuk logging terstruktur (Pino, Winston), pelacakan error (Sentry), agregasi log, korelasi request, dan manajemen log sesuai GDPR.

Expert guide for MCP client sampling (sampling/createMessage), Critic-in-the-Loop agentic quality gates, autonomous human-in-the-loop emulation, and multi-model consensus verification / Panduan ahli sampling MCP client, quality gate agen Critic-in-the-Loop, dan verifikasi konsensus multi-model.

Ultimate guide for designing, building, and security-hardening modern AI Tools/Bots via Model Context Protocol (MCP v1.x) in TypeScript and Python / Panduan utama merancang, membangun, dan mengamankan AI Tools/Bots modern melalui Model Context Protocol (MCP) dalam TypeScript dan Python.

Expert guide for designing Micro-Frontend architectures using Webpack Module Federation, Vite Federation, and Single-SPA for large scale Vue and React applications.

Expert guide for React Native 0.79+ and Expo SDK 53+ development. Covers cross-platform mobile architecture, Expo Router v4, New Architecture, OTA updates, and native modules / Panduan ahli pengembangan React Native 0.79+ dan Expo SDK 53+ untuk aplikasi mobile.

Expert guide for cutting-edge Native CSS (2026 Standard) — CSS Anchor Positioning, @starting-style, View Transitions Level 2, Container Queries, :has(), and Modern Web Guidance / Panduan ahli fitur CSS native modern 2026.

Expert guide for designing and managing scalable monorepos using Turborepo, pnpm workspaces, and shared packages / Panduan ahli untuk merancang dan mengelola monorepo skalabel menggunakan Turborepo dan pnpm workspaces.

Orchestrates Multi-Page Application (MPA) architecture within a single repository, integrating with relevant skills / Mengorkestrasi arsitektur Multi-Page Application (MPA) dalam satu repositori, terintegrasi dengan skill relevan lainnya.

Expert guide for designing and orchestrating multi-agent systems, agent swarms, 2026 Anthropic agentic design patterns, graph and flow engines (LangGraph, CrewAI, OpenAI Agents SDK, Google ADK, Mastra.ai), shared state memory, and human-in-the-loop guardrails in English and Indonesian.

Master guide for reverse-engineering UI/UX interactions from screen-recordings and spatial video, extracting animation spring curves, and generating pixel-perfect Tailwind CSS v4 and Framer Motion code / Panduan utama rekayasa balik interaksi UI/UX dari rekaman layar dan video spasial, ekstraksi kurva pegas animasi, dan pembuatan kode presisi Tailwind CSS v4 serta Framer Motion.

Expert guidelines to refactor legacy PHP codebases into clean, modern, and scalable MVC-structured projects / Pedoman ahli untuk merefaktor codebase PHP lama menjadi proyek terstruktur MVC yang bersih, modern, dan skalabel.

Expert guide for workflow automation (n8n, Zapier, Make), custom nodes, webhook triggers, and AI-powered automation chains / Panduan ahli otomasi workflow (n8n, Zapier, Make), custom nodes, webhook triggers, dan rantai otomasi berbasis AI.

Expert guide for Next.js 15 App Router: RSC, React 19 Server Actions, Async Request APIs, 'use cache', PPR, Streaming, and Caching strategies / Panduan ahli untuk Next.js 15 App Router.

Expert guide for Real-Time OLAP & Columnar Analytics (ClickHouse, DuckDB WASM/Node, Apache Iceberg, Materialized Views, and Wide-Event Telemetry) / Panduan ahli analitik kolumnar OLAP real-time, ClickHouse, DuckDB, dan Apache Iceberg.

OpenAPI 3.1 spec authoring, Swagger UI, automatic client/server code generation (openapi-typescript, Orval, Kiota), contract testing / Penulisan spesifikasi OpenAPI 3.1, Swagger UI, pembuatan kode klien/server otomatis, dan pengujian kontrak.

Expert guide for parallel tool execution, MCP batching (vibes_batch), asynchronous Promise.allSettled pipelines, subagent concurrent fan-out, and latency-optimized tool calling loops / Panduan ahli eksekusi tool paralel dan batching MCP.

Expert guide for FIDO2 / WebAuthn Level 3 Passkeys, SimpleWebAuthn, Conditional UI autofill, step-up cryptographic authentication for FinTech, and DPoP token binding / Panduan ahli autentikasi tanpa kata sandi Passkeys (WebAuthn L3 / FIDO2) dan DPoP.

Expert guide for integrating payment gateways (Stripe, PayPal, Xendit, Midtrans, DOKU SNAP BI) and secure webhooks into SaaS platforms / Panduan ahli integrasi payment gateway dan webhook aman.

Expert guide for PDF generation and document processing (React PDF, Puppeteer, jsPDF, pdf-lib) / Panduan ahli generasi PDF dan pemrosesan dokumen (React PDF, Puppeteer, jsPDF, pdf-lib).

Expert guide for Web Performance optimization: Core Web Vitals (LCP, INP, CLS), bundle analysis, image optimization, rendering strategies, and Lighthouse score improvement / Panduan ahli untuk optimasi performa web: Core Web Vitals (LCP, INP, CLS), analisis bundle, optimasi gambar, strategi rendering, dan peningkatan skor Lighthouse.

FinTech future-proofing. Scans and migrates classical encryption to NIST-approved Post-Quantum Cryptography (FIPS 203 ML-KEM, FIPS 204 ML-DSA, FIPS 205 SLH-DSA) / Migrasi ke Kriptografi Pasca-Kuantum (PQC) yang disetujui NIST untuk sistem FinTech.

Updated to cover both pre-code PRD/ERD/Docs generation AND post-code continuous documentation updates / Diperbarui untuk mencakup pembuatan PRD/ERD/Docs pra-kode DAN pembaruan dokumentasi kontinu pasca-kode.

Grants the AI the ability to act proactively using native cron/timer scheduling. The agent can monitor systems, poll APIs, or watch logs in the background and self-trigger without waiting for user prompts.

Ultimate production readiness skill that orchestrates all relevant skills (frontend, backend, security, performance, SEO, testing, DevOps) to harden applications before deployment / Skill kesiapan produksi utama yang mengorkestrasi semua skill relevan (frontend, backend, keamanan, performa, SEO, testing, DevOps) untuk mengeraskan aplikasi sebelum deployment.

Expert guide for defending AI applications against prompt injection, jailbreak attacks, indirect injection via tool outputs, and data exfiltration through tool calls — input sanitization, output filtering, canary token detection, and layered defense architecture / Panduan ahli pertahanan aplikasi AI terhadap prompt injection, serangan jailbreak, injeksi tidak langsung via output tool, dan eksfiltrasi data melalui tool calls — sanitasi input, filtering output, deteksi canary token, dan arsitektur pertahanan berlapis.

Expert guide for property-based testing (fast-check, Hypothesis) and mutation testing (Stryker, mutmut) — AI-generated test properties, invariant discovery, mutation score optimization, and test suite quality verification / Panduan ahli property-based testing (fast-check, Hypothesis) dan mutation testing (Stryker, mutmut) — properti tes yang dihasilkan AI, penemuan invarian, optimasi skor mutasi, dan verifikasi kualitas suite tes.

Expert guide for Local-First & Offline-First architectures, CRDT conflict-free sync (RxDB, ElectricSQL, PowerSync), OPFS SQLite, Service Worker v3, and PWABuilder deployment / Panduan ahli arsitektur Offline-First & Local-First PWA.

Expert guide for type-safe Python AI agent development with Pydantic AI — dependency injection, structured outputs, model-agnostic routing, and graph workflows / Panduan ahli pengembangan agen AI Python type-safe dengan Pydantic AI.

Expert-level skill for Python programming (Python 3.13/3.14+). Covers type safety, generic syntax (PEP 695), async/await TaskGroups, FastAPI 0.115+, Pydantic v2, uv package manager, Ruff, and pytest in English and Indonesian.

Expert guide for API rate limiting, bot protection, DDoS mitigation, brute-force prevention, and abuse detection / Panduan ahli untuk rate limiting API, perlindungan bot, mitigasi DDoS, pencegahan brute-force, dan deteksi penyalahgunaan.

Optimize REA providers and shared analysis workflows for agent context, latency, CPU, and memory while preserving correctness and Evidence. Use for analysis bottlenecks and cache or query design; CI/test-suite optimization belongs to rea-ci-tests-audit.

Prepare or rewrite REA release changelogs and GitHub release notes from pinned Git history, with verified contributor thanks and Release Please synchronization.

Audit REA CI and test suites for correctness, fixture drift, false passes, and measured performance; use for suite or workflow investigations and efficiency changes, rather than ordinary feature testing or a single test failure.

Design or change REA investigation tools, CLI/MCP contracts, provider capabilities, and Evidence semantics.

Expert guide for Linear-style Reactive Sync Engines (Zero by Rocicorp, ElectricSQL, PowerSync), Postgres Logical Replication to IndexedDB/SQLite, sub-millisecond optimistic mutations, and server reconciliation / Panduan ahli mesin sinkronisasi reaktif gaya Linear, replikasi logis Postgres ke klien, dan mutasi optimis instan.

Expert guide for building real-time collaboration features using WebSockets, WebRTC, CRDTs (Yjs, Automerge), and Liveblocks / Panduan ahli untuk fitur kolaborasi real-time.

Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA, and build agent environments (AgentEnv bundles) of web applications from a live instance or a capture. Use shipped-artifact or requested runtime evidence to explain features, compare versions, decompile code, or guide a reconstruction. Skip REA for ordinary source-repository architecture analysis.

Expert guide for rich text editor integration (Tiptap, Lexical, ProseMirror), collaborative editing, and custom extensions / Panduan ahli integrasi editor rich text (Tiptap, Lexical, ProseMirror), editing kolaboratif, dan ekstensi kustom.

Expert-level skill for Rust programming (Rust 2024 / v1.88+). Covers memory safety, Grounded Permissions Model (R/W/O/F), async Axum 0.8/SQLx, CLI, and zero-cost optimization in English and Indonesian.

Master SaaS orchestrator for greenfield MVP launch (0 to 1) and legacy application SaaS transformation (1 to N) / Master orkestrator SaaS untuk peluncuran MVP dari nol (0 ke 1) dan transformasi aplikasi menjadi SaaS (1 ke N).

Implement and audit SaaS billing systems, subscription state machines, secure webhooks, and local database synchronization / Implementasi dan audit sistem billing SaaS, state machine langganan, webhook aman, dan sinkronisasi database lokal.

Design and implement multi-tenant SaaS architectures with RLS, tenant isolation, and PostgreSQL / Desain dan implementasikan arsitektur SaaS multi-tenant dengan RLS, isolasi tenant, dan PostgreSQL.

Expert guide for Software Supply Chain Security, CycloneDX/SPDX SBOM generation, Sigstore Cosign keyless signing, SLSA Level 3 provenance attestation, and dependency lockfile hardening / Panduan ahli keamanan rantai pasok perangkat lunak, SBOM CycloneDX, Sigstore Cosign, dan SLSA Level 3.

Software architecture guidelines to maintain code readability (Clean Code, SOLID, DRY) and application scalability / Panduan arsitektur perangkat lunak untuk menjaga keterbacaan kode (Clean Code, SOLID, DRY) dan kemampuan skalabilitas aplikasi.

Expert guide for converting UI screenshots, mockups, Figma frames, and whiteboard sketches into production-ready frontend code using vision-capable frontier models (Gemini 4 Argon/Pro, Claude Sonnet 5.5, GPT-5.6 Sol, Muse Wonder) — multi-pass visual extraction, component decomposition, responsive generation, and design token mapping / Panduan ahli konversi screenshot UI, mockup, frame Figma, dan sketsa whiteboard menjadi kode frontend siap produksi menggunakan model frontier berkemampuan vision.

Expert guide for full-text search engines (Typesense, Meilisearch, Elasticsearch), faceted search, and autocomplete / Panduan ahli mesin pencarian full-text (Typesense, Meilisearch, Elasticsearch), pencarian berfaset, dan autocomplete.

Real-time log monitoring, crash detection, and auto-hotfixing code without human intervention / Pemantauan log real-time, deteksi kerusakan, dan perbaikan kode hotfix otomatis tanpa intervensi manusia.

Frontend development for React 19, Next.js 15, TypeScript, and Tailwind CSS v4 / Pengembangan frontend dengan React 19, Next.js 15, TypeScript, dan Tailwind CSS v4.

Run a broad SEO audit across technical SEO, on-page SEO, schema, sitemaps, content quality, AI search readiness, and GEO / Audit SEO menyeluruh (Technical, On-Page, Schema, Sitemap, E-E-A-T, GEO)

Manages the entire session lifecycle: from context loading (PRD, Tech Stack) at startup, to maintaining project memory during active sessions, and creating ultra-compact checkpoints for handoff. / Mengelola siklus hidup sesi: dari pemuatan konteks awal, pemeliharaan memori proyek, hingga pembuatan checkpoint ringkas untuk handoff.

Expert guide for SolidJS 2 and SolidStart — fine-grained reactivity, signals, createResource, and server-first rendering / Panduan ahli SolidJS 2 dan SolidStart — reaktivitas fine-grained, signals, createResource, dan rendering server-first.

Orchestrates Single-Page Application (SPA) architecture, integrating frontend state management with API-driven backends / Mengorkestrasi arsitektur Single-Page Application (SPA), mengintegrasikan state management frontend dengan backend berbasis API.

Expert guide for Spec-Driven Development (SDD) & Contract-First Architecture — TypeSpec, OpenAPI 3.1, Gherkin BDD, Pact consumer-driven contracts, Spectral linting, and automated spec-to-code pipelines / Panduan ahli pengembangan berbasis spesifikasi (SDD) dan arsitektur contract-first.

Master guide for speculative multi-agent drafting, parallel multi-model hypothesis generation, AST-aware consensus arbitration, and node-level code reconciliation / Panduan utama penyusunan draf multi-agen spekulatif, generasi hipotesis paralel multi-model, arbitrase konsensus sadar-AST, dan rekonsiliasi kode tingkat simpul.

Expert guide for Server-Sent Events (SSE), WebSockets, and Streaming Architectures. Covers real-time data push, Socket.IO, Hono WebSocket, and AI response streaming / Panduan ahli streaming real-time.

Expert guide for modern client-side state management: Zustand, Jotai, Valtio, TanStack Store, Redux Toolkit, and server state patterns with TanStack Query / Panduan ahli untuk manajemen state client-side modern: Zustand, Jotai, Valtio, TanStack Store, Redux Toolkit, dan pola server state dengan TanStack Query.

Expert guide for agent-native structured outputs, JSON Schema strict mode enforcement (OpenAI response_format, Gemini schema mode, Claude tool_use), MCP resource schemas, and zero-hallucination type contracts / Panduan ahli kontrak output terstruktur native agen dan penegakan JSON schema ketat.

Supabase security expert to audit RLS (Row Level Security), RBAC, relational databases, prevent data leakage, and utilize Supabase Linter / Ahli keamanan Supabase untuk audit RLS (Row Level Security), RBAC, database relasional, pencegahan kebocoran data, dan pemanfaatan Supabase Linter.

Expert guide for Svelte 5 (Runes) and SvelteKit 2+ — fine-grained reactivity, snippets, server-first architecture, form actions, and SSR/SSG / Panduan ahli Svelte 5 (Runes) dan SvelteKit 2+ — reaktivitas fine-grained, snippets, arsitektur server-first, form actions, dan SSR/SSG.

Expert guide for web animations: SVG manipulation, Framer Motion 12+, GSAP 3, CSS Scroll-Driven Animations, and View Transitions API / Panduan ahli animasi web.

Expert guide for synthetic dataset generation, LLM-as-a-judge filtering, QLoRA fine-tuning (Unsloth), DPO alignment, and GGUF/Ollama export for local SLMs / Panduan ahli generasi data sintetis, fine-tuning QLoRA, DPO, dan ekspor GGUF/Ollama.

Expert guide for Tailwind CSS v4, CSS-first configuration, @theme customization, modern responsive design, and Modern Web Guidance / Panduan ahli untuk Tailwind CSS v4, konfigurasi CSS-first, kustomisasi @theme, dan desain responsif modern.

Advanced TanStack Query (v5) expert. Covers useSuspenseQuery, infinite scrolling, optimistic mutations, SSR/React Server Components hydration, and advanced cache invalidation / Pakar manajemen state asinkron menggunakan TanStack Query (React Query) v5 dan Next.js App Router (SSR).

Expert guide for Tauri 2.x / 2.12+ cross-platform desktop and mobile development: Rust 1.90+ MSRV, IPC Channel streaming, on_permission_request handlers, App-Bound domains, and Capabilities security / Panduan ahli pengembangan desktop dan mobile Tauri 2.x / 2.12+.

Expert guide for scaling test-time compute, dynamic reasoning token allocation (Gemini 4 Argon/Pro, Claude Sonnet 5.5, GPT-5.6 Sol, Grok 4.7), Monte Carlo Tree Search (MCTS), and Process Reward Models / Panduan ahli penskalaan komputasi waktu uji (test-time compute).

Expert guide for dynamic thinking budget allocation across late-2026 frontier models — Grok 4.7, Composer 2.5, Gemini 4 Argon, GPT-5.6 Sol, Claude Sonnet 5.5, and Muse Wonder / Panduan ahli alokasi budget penalaran dinamis.

Expert guide for TypeScript 5.8+ advanced type system, strict mode, generics, utility types, branded types, inferred type predicates, isolated declarations, and type-safe architectural patterns / Panduan ahli untuk sistem tipe TypeScript 5.8+, mode strict, generics, utility types, branded types, inferred type predicates, isolated declarations, dan pola arsitektur type-safe.

Comprehensive design guide & BM25 search engine for web and mobile applications across 11 tech stacks / Panduan desain komprehensif & mesin pencari BM25 untuk aplikasi web dan mobile di 11 tech stack.

Expert guide for high-performance Vector Databases, Deep RAG architectures, pgvector 0.8+ HNSW, Reciprocal Rank Fusion (RRF), Cross-Encoder Re-ranking, and Late Chunking / Panduan ahli Vector DB, arsitektur Deep RAG, pgvector HNSW, RRF, dan Re-ranking.

Expert guide for Vercel AI SDK (Core, UI, RSC), streaming structured data, multi-provider model switching, tool calling loops, and React 19/Next.js 15 AI engineering / Panduan ahli Vercel AI SDK, streaming data terstruktur, dan integrasi AI pada React 19/Next.js 15.

Master guide for multimodal vision UI auditing (Gemini 4 Argon/Pro Vision, Claude Sonnet 5.5 Vision, GPT-5.6 Sol Vision, Muse Wonder) against Anti-Slop Pillar 7, 1px crisp borders, 3-tier radius scales, tabular numerals, and WCAG 2.2 AA / Panduan utama audit visual UI berbasis vision multimodal.

Expert guide for Ultra-Low Latency Conversational Voice AI (<300ms), WebRTC bidirectional streaming, OpenAI Realtime API, Gemini Multimodal Live Audio, LiveKit Agents, and Semantic VAD / Panduan ahli AI suara percakapan real-time berlatensi ultra-rendah.

Expert guide for Vue 3 (Composition API), Nuxt 3, and Pinia. Covers advanced reactive state management, <script setup> syntax, Vue Router, VueUse, and SPA/SSR architectural patterns in English and Indonesian.

Expert guide for WebAssembly (WASM) and Edge Computing. Covers WASI preview 2, Spin/Fermyon, Cloudflare Workers WASM, and high-performance browser computing / Panduan ahli untuk WebAssembly (WASM) dan Edge Computing. Mencakup WASI preview 2, Spin/Fermyon, Cloudflare Workers WASM, dan komputasi performa tinggi di browser.

Expert guide for modern WebGPU and WebGL 3D graphics in the browser using Three.js (WebGPURenderer + TSL), Babylon.js, PlayCanvas, React Three Fiber (R3F), and 3Dviz spatial reasoning — covers object craft across 3 scales, surface continuity at joins, physical interaction envelopes, grounded scientific visualization, KTX2/Meshopt optimization, and 3D visual anti-slop / Panduan ahli grafis 3D web, WebGPU modern, dan penalaran spasial 3Dviz.

Expert guide for modern web-based game development. Covers PlayCanvas, Babylon.js Havok, Three.js/R3F Rapier & Jolt Physics, Fixed-Timestep Accumulators, Zero-GC Pooling, ECS (bitECS/Miniplex), Spatial Audio (HRTF), and WebTransport networking / Panduan ahli pengembangan game web modern dan efisien.

Smart agentic web data extraction with multi-strategy scraping (Crawl4AI v4, Firecrawl), LLM extraction loops, anti-bot bypass, and structured export / Ekstraksi data web cerdas dan agentic dengan scraping multi-strategi (Crawl4AI v4, Firecrawl), ekstraksi LLM, bypass anti-bot, dan ekspor terstruktur.

Analyzes and reverse-engineers website designs directly from a target URL, extracting layout structures, design tokens (colors, typography, spacing), component hierarchies, visual assets, and responsive behaviors to enable full 1:1 duplication into modern code (Tailwind CSS v4, React/Next.js, HTML/CSS). / Mempelajari dan merekayasa balik desain situs web langsung dari URL target, mengekstrak struktur layout, design token (warna, tipografi, spacing), hierarki komponen, aset visual, dan perilaku responsif untuk duplikasi 1:1 penuh ke kode modern.

Expert guide for WebXR spatial computing, Web-based Virtual Reality (VR), Mixed Reality (MR), and Augmented Reality (AR) using Babylon.js and Three.js. Covers Apple Vision Pro, Meta Quest 3, hand tracking, and hit-testing / Panduan ahli WebXR spatial computing (VR/AR/MR).

Expert guide for headless WordPress architecture — WPGraphQL, ACF Pro, Faust.js, Next.js/Astro frontend, webhooks, and caching / Panduan ahli arsitektur WordPress headless.

Expert guide for XERJ: the unified search engine for AI, vector database, zero-config autoindexer, agent memory store (/_memory/{ns}), and embedded 13-tool MCP server / Panduan ahli XERJ: mesin pencari terpadu untuk AI, vector database, autoindex tanpa konfigurasi, memori agen, dan 13 tool MCP server bawaan.

Autonomous orchestrator that scans, refactors, and eradicates technical debt at the end of the development lifecycle to achieve a Zero Debt codebase / Orkestrator otonom untuk menghapus utang teknis sebelum rilis.

Master orchestrator to build an application from scratch to a production-ready release, enforcing strict step-by-step progression and continuous documentation / Orkestrator utama untuk membangun aplikasi dari nol hingga rilis siap produksi dengan dokumentasi bertahap.

Expert guide for Zero-Trust Secret Management (Infisical, HashiCorp Vault, Doppler), automated API key rotation, and environment security / Panduan ahli manajemen rahasia Zero-Trust, rotasi kunci API, dan keamanan variabel lingkungan.