git:20260924.1ae3575 to git:20261003.81fb4f9

28 added, 19 removed. Audit A to A.

- # Vibes-Plug — 127+ Skills Ecosystem (v3.7.0)

+ # Vibes-Plug — 147-Skill AI Agent Swarm Architecture (v4.2.0)

# Universal AI Plugin for Antigravity, Claude, and Cursor

## Primary Trigger & Skill Auto-Synchronization (Pemicu Utama)

Upon installation, `vibes-plug` is the **PRIMARY TRIGGER (Pemicu Utama)** for all Cursor AI interactions.

- The AI agent MUST automatically intercept prompts and synchronize relevant skills without waiting for explicit `@` mentions.

- Automatically connects cooperating skills (e.g. `doku-payment-gateway` + `saas-billing` + `payment-gateway-expert`; `senior-frontend` + `tailwind-expert`).

- Multi-domain workflows trigger Swarm Topologies (Fan-Out/Fan-In, Pipeline Saga, Critic-Validator).

## About

- This project uses the vibes-plug skills ecosystem with 127+ specialized skills.

+ This project uses the vibes-plug skills ecosystem with 132 specialized skills.

Each skill is a `SKILL.md` file in the `skills/` directory containing domain-specific

instructions, patterns, and best practices for the modern 2026 tech stack.

## Core Stack (2026 Edition)

- Frontend: React 19, Next.js 15, Tailwind CSS v4, TypeScript 5.8+

- Backend: Node.js 24 LTS, Bun 1.2+, Hono v4, Fastify 5, Python 3.14, Go 1.25+, Rust 2024

- Database: Prisma 6, Drizzle ORM, PostgreSQL, Supabase, Neon, Turso

- AI/LLM: Vercel AI SDK 5.x, MCP v1.9+, pgvector, RAG pipelines

## Mandatory Before Coding

1. Read the relevant `skills/<skill-name>/SKILL.md` files before writing code.

2. Think deeply before acting — analyze constraints, question assumptions, validate approach.

3. For new projects, auto-generate: PRD.md, ERD.md, DOKUMENTASI.md.

## Skill Domains

- - 🤖 AI & Agentic: ai-llm-integration-expert, vercel-ai-sdk-expert, deep-research-analyst, synthetic-data-finetuning-expert, pydantic-ai-expert, mcp-server-architect, vector-db-rag-expert, multi-agent-orchestration, graph-rag-knowledge-expert, local-slm-edge-ai-expert

- - 🎨 Design & UI/UX: design-system-architect, hig, ui-components-expert, ui-ux-pro-max

- - 🖥️ Frontend: senior-frontend, tailwind-expert, nextjs-app-router-expert, tanstack-query-expert, vue-frontend-expert

- - ⚙️ Backend: js-backend-expert, python-programming-expert, go-programming-expert, rust-programming-expert, api-design-expert

- - ☁️ SaaS & Cloud: saas-transformer, saas-billing, ci-cd-devops-architect, cloud-hosting-expert, payment-gateway-expert

- - 🗄️ Database: database-orm-expert, edge-serverless-db-expert, supabase-migration

- - 🔒 Security: authentication-identity-expert, e2e-testing-expert, production-ready-hardener, zero-trust-secret-vault

- - 🔍 SEO: seo

- - 🛠️ Utilities: brainstorming, prd-architect, auto-doc-updater, token-saver, vibe-code-gardener

+ - 🤖 AI & Agentic: ai-llm-integration-expert, vercel-ai-sdk-expert, deep-research-analyst, synthetic-data-finetuning-expert, pydantic-ai-expert, mcp-server-architect, vector-db-rag-expert, multi-agent-orchestration, graph-rag-knowledge-expert, local-slm-edge-ai-expert, llm-finops-router, agentic-memory-architect

+ - 🎨 Design & UI/UX: design-system-architect, hig, ui-ux-pro-max, tailwind-expert, modern-css-native-expert

+ - 🖥️ Frontend: senior-frontend, tailwind-expert, nextjs-app-router-expert, tanstack-query-expert, vue-frontend-expert, astro-framework-expert, svelte-sveltekit-expert, solidjs-expert, angular-expert

+ - ⚙️ Backend: js-backend-expert, python-programming-expert, go-programming-expert, rust-programming-expert, api-design-expert, fullstack-expert

+ - ☁️ SaaS & Cloud: saas-architect, saas-billing, saas-multi-tenant, ci-cd-devops-architect, cloud-hosting-expert, payment-gateway-expert, doku-payment-gateway

+ - 🗄️ Database: database-orm-expert, supabase-security-expert, data-pipeline-etl-expert

+ - 🔒 Security: authentication-identity-expert, e2e-testing-expert, production-ready-hardener, zero-trust-secret-vault, anti-slop, autonomous-tdd-debugger, zero-tech-debt-auditor

+ - 🔍 SEO & Telemetry: seo, data-telemetry-expert

+ - 🛠️ Utilities: brainstorming, prd-architect, session-memory-manager, zero-to-prod-orchestrator, web-scraper, website-design-cloner

- ## Code Quality

- - Clean Code, SOLID, DRY — see `scalability-clean-code` skill.

- - No AI slop — be imperative, direct, token-efficient.

- - Bilingual support (English & Bahasa Indonesia) for all skills.

+ ## Code Quality & Sovereign Anti-Slop Directive

+ - Zero-tolerance for AI slop (`anti-slop` skill):

+ * Code-first delivery with 100% complete implementations (no `// TODO`, `// ...`, or mock stubs).

+ * Hyper-YAGNI: avoid speculative abstractions and redundant wrapper layers.

+ * Meaningful comments only: explain non-obvious business/architectural WHY, never syntax mechanics.

+ * No swallowed errors (`catch(e){}` prohibited); structured logging (`Pino`) required.

+ * Run `node scripts/check-anti-slop.js` to verify zero violations.

+ ## Sovereign Token Optimization Protocol (Hemat Token)

+ - Enforce deterministic KV-cache prefixing via `kv-cache-prefix-optimizer` (75-90% prompt cache hit rates).

+ - Prune subagent context payloads: pass only targeted `CONTEXT_MAP.md` slices, not raw chat transcripts.

+ - Use dynamic model cascading (`adaptive-model-cascade`): `flash` for research/linting, `pro` for architecture/security.

+ - Ultra-compact session checkpoints (<300 tokens) via `session-memory-manager`.

+ - Non-Degradation Invariant: Never truncate code with placeholders or stubs to save tokens. Code must be 100% complete.

## Orchestration Flow

1. Ideation: brainstorming → prd-architect

- 2. Design: design-system-architect → senior-frontend → ui-components-expert

+ 2. Design: design-system-architect → senior-frontend → ui-ux-pro-max

3. Backend: js-backend-expert → event-driven-architect → autonomous-tdd-debugger

- 4. AI: ai-llm-integration-expert → mcp-server-architect

- 5. SaaS: saas-transformer → saas-billing + saas-multi-tenant

- 6. Launch: e2e-testing-expert → seo → production-ready-hardener

+ 4. AI: ai-llm-integration-expert → mcp-server-architect → multi-agent-orchestration

+ 5. SaaS: saas-architect → saas-billing + saas-multi-tenant + doku-payment-gateway

+ 6. Launch: e2e-testing-expert → zero-tech-debt-auditor → seo → anti-slop → production-ready-hardener