Skill rating
147 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 1 | B | Expert guide for rich text editor integration (Tiptap, Lexical, ProseMirror), collaborative editing, and custom extensions / Panduan ahli integrasi editor rich text (Tiptap, Lexical, ProseMirror), edi | 100 | 62 | C | Active | ★ 73 | 34 h ago | |
| 2 | B | 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 an | 100 | 74 | C | — | ★ 73 | 34 h ago | |
| 3 | B | 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, penghinda | 100 | 74 | C | — | ★ 73 | 34 h ago | |
| 4 | C | Expert guide for Affective Computing, emotional AI, and real-time sentiment analysis through native multimodal tokens (voice intonation and facial micro-expressions) / Panduan ahli komputasi afektif, | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 5 | C | svg-animation-motion-expertIntegrationSoftware developmentMarketingroedyrustam/vibes-plugAgent Skills Expert guide for web animations: SVG manipulation, Framer Motion 12+, GSAP 3, CSS Scroll-Driven Animations, and View Transitions API / Panduan ahli animasi web. | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 6 | C | Expert guide for cutting-edge Native CSS (2026 Standard) — CSS Anchor Positioning, @starting-style, View Transitions Level 2, Container Queries, and :has() / Panduan ahli fitur CSS native modern 2026. | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 7 | C | 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. | 100 | 72 | D | — | ★ 73 | 34 h ago | |
| 8 | C | Analyzes and reverse-engineers website designs directly from a target URL, extracting layout structures, design tokens (colors, typography, spacing), component hierarchies, visual assets, and responsi | 100 | 72 | D | — | ★ 73 | 34 h ago | |
| 9 | C | 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 pengembang | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 10 | C | 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 / Pandua | 100 | 72 | D | — | ★ 73 | 34 h ago | |
| 11 | C | Expert guide for Tailwind CSS v4, CSS-first configuration, @theme customization, and modern responsive design / Panduan ahli untuk Tailwind CSS v4, konfigurasi CSS-first, kustomisasi @theme, dan desai | 100 | 72 | D | — | ★ 73 | 34 h ago | |
| 12 | C | 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+. | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 13 | C | speculative-multi-draft-synthesizerGeneratorSoftware developmentAI and agentsroedyrustam/vibes-plugAgent Skills Expert guide for speculative multi-agent drafting, parallel hypothesis generation, AST-aware consensus arbitration, and multi-model code reconciliation / Panduan ahli penyusunan draf multi-agen spekul | 100 | 72 | D | — | ★ 73 | 34 h ago | |
| 14 | C | 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 | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 15 | C | ephemeral-wasm-sandbox-executorAnalyzerPostgreSQLDockerSoftware developmentroedyrustam/vibes-plugAgent Skills Expert 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 / | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 16 | C | Expert 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 cod | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 17 | C | 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 d | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 18 | C | Expert guide for scaling test-time compute, dynamic reasoning token allocation (Gemini 4 Pro, Claude 5.5, GPT Astra 6), Monte Carlo Tree Search (MCTS), and Process Reward Models / Panduan ahli penskal | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 19 | C | Expert guide for multi-pass autonomous AI code self-review — syntax validation, logic correctness, architectural conformance, security audit, and performance analysis without external tooling — enabli | 100 | 72 | D | — | ★ 73 | 34 h ago | |
| 20 | C | Expert guide for deterministic prompt prefix engineering, KV-cache locking for Gemini 4 Pro / Claude 5.5 / GPT Astra 6, canonical tool sorting, and achieving 90%+ prompt cache hit rates / Panduan ahli | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 21 | C | Expert guide for in-memory Abstract Syntax Tree (AST) code knowledge graphs, real-time symbol dependency mapping, refactoring blast radius calculation, and dead code eradication / Panduan ahli graf pe | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 22 | C | 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 | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 23 | C | Expert guide for engineering and optimizing ultra-large context windows (2M+ tokens) across Gemini 4 Pro, Claude 5.5, and GPT Astra 6 — context partitioning, retrieval-augmented context injection, sli | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 24 | C | Expert guide for intelligent model cascading and routing — complexity-scored task routing from Flash/Haiku to Sonnet/Opus/Astra, dynamic escalation with quality gates, 40-60% token cost reduction whil | 100 | 72 | C | — | ★ 73 | 34 h ago | |
| 25 | C | 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 aksesibi | 100 | 70 | C | — | ★ 73 | 34 h ago | |
| 26 | C | 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 pro | 100 | 70 | D | — | ★ 73 | 34 h ago | |
| 27 | C | 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, a | 100 | 70 | D | — | ★ 73 | 34 h ago | |
| 28 | C | 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 micros | 100 | 70 | D | — | ★ 73 | 34 h ago | |
| 29 | C | saas-architectIntegrationSupabaseSoftware developmentInfrastructureroedyrustam/vibes-plugAgent Skills 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 aplika | 100 | 69 | D | — | ★ 73 | 34 h ago | |
| 30 | C | Implement and audit SaaS billing systems, subscription state machines, secure webhooks, and local database synchronization / Implementasi dan audit sistem billing SaaS, state machine langganan, webhoo | 100 | 70 | D | — | ★ 73 | 34 h ago | |
| 31 | C | 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 filte | 98 | 72 | C | — | ★ 73 | 34 h ago | |
| 32 | C | Expert guide for mathematical formal verification, SMT solver constraints (Z3, Dafny, TLA+), invariant theorem proving for FinTech billing state machines, RBAC/ABAC authorization, and zero-violation a | 99 | 72 | D | — | ★ 73 | 34 h ago | |
| 33 | C | ephemeral-generative-ui-architectGeneratorSoftware developmentData and analyticsroedyrustam/vibes-plugAgent Skills Expert guide for Generative UI architectures, ephemeral dynamic interfaces, and real-time streaming of React Server Components (RSC) driven by Gemini 4 Pro / Panduan ahli arsitektur Generative UI, ant | 100 | 68 | D | — | ★ 73 | 34 h ago | |
| 34 | C | Expert guide for designing Machine-to-Machine (M2M) micro-economies, autonomous agent wallets, and swarm budget allocation / Panduan ahli merancang ekonomi mikro antar-agen (M2M), dompet agen otonom, | 100 | 68 | C | — | ★ 73 | 34 h ago | |
| 35 | C | Expert guide for late-2026 frontier AI models — Claude 5.1 (Fable/Mythos), Project Astra, Gemini 3.1, and Enterprise Frontier Safeguards (EFS) / Panduan ahli model AI frontier akhir-2026 — Claude 5.1, | 100 | 68 | C | — | ★ 73 | 34 h ago | |
| 36 | C | Expert guide for long-term episodic memory integration (Mem0, Letta/MemGPT, Zep) and unified context management for autonomous AI agents / Panduan ahli untuk integrasi memori episodik jangka panjang d | 100 | 68 | C | — | ★ 73 | 34 h ago | |
| 37 | C | 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 s | 100 | 68 | D | — | ★ 73 | 34 h ago | |
| 38 | C | Expert guide for AI FinOps, dynamic model routing (LiteLLM, Portkey), cost optimization, and latency-based fallback architectures / Panduan ahli untuk AI FinOps, routing model dinamis, optimasi biaya, | 100 | 68 | C | — | ★ 73 | 34 h ago | |
| 39 | C | 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 | 100 | 67 | D | — | ★ 73 | 34 h ago | |
| 40 | C | Expert guide for converting UI screenshots, mockups, Figma frames, and whiteboard sketches into production-ready frontend code using vision-capable frontier models (Gemini 4 Pro, Claude 5.5, GPT Astra | 100 | 67 | C | — | ★ 73 | 34 h ago | |
| 41 | C | rate-limit-abuse-preventionIntegrationCloudflareSoftware developmentData and analyticsroedyrustam/vibes-plugAgent Skills 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 bru | 100 | 65 | B | — | ★ 73 | 34 h ago | |
| 42 | C | firebase-security-expertIntegrationFirebaseGoogle CloudData and analyticsroedyrustam/vibes-plugAgent Skills 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 au | 100 | 65 | C | — | ★ 73 | 34 h ago | |
| 43 | C | 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 | 100 | 65 | C | — | ★ 73 | 34 h ago | |
| 44 | C | 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. | 100 | 65 | C | — | ★ 73 | 34 h ago | |
| 45 | C | 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-t | 100 | 62 | C | — | ★ 73 | 34 h ago | |
| 46 | C | 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- | 100 | 62 | C | — | ★ 73 | 34 h ago | |
| 47 | C | authentication-identity-expertIntegrationSupabaseGitHubSoftware developmentroedyrustam/vibes-plugAgent Skills Expert guide for implementing secure authentication, authorization (RBAC/ABAC), OAuth2, and identity management (Clerk, Auth.js, Supabase Auth) / Panduan ahli untuk autentikasi dan otorisasi. | 100 | 62 | C | — | ★ 73 | 34 h ago | |
| 48 | C | pdf-document-generation-expertGeneratorPlaywrightFinanceData and analyticsroedyrustam/vibes-plugAgent Skills 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). | 100 | 62 | C | — | ★ 73 | 34 h ago | |
| 49 | C | sse-websocket-streaming-expertIntegrationSoftware developmentInfrastructureroedyrustam/vibes-plugAgent Skills 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. | 100 | 62 | C | — | ★ 73 | 34 h ago | |
| 50 | C | 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 t | 100 | 62 | C | — | ★ 73 | 34 h ago |