Turn any IDE into an autonomous 176-agent software development studio.
Zero AI Slop • Sovereign Anti-Slop Directive • Zero Tech Debt • Pure Production Velocity
💠 3D Emblem Philosophy: Titanium Neural Plug (Universal 6-IDE & MCP Connector) • Obsidian Crystalline Brain (Deterministic P1–P7 Reasoning) • 8 Orbital Spheres (8 Specialist Subagents & 176 Domain Skills)
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🇬🇧 English | 🇮🇩 Bahasa Indonesia | 🇨🇳 中文 (Mandarin) | 🇩🇪 Deutsch (German) | 🇯🇵 日本語 (Japanese) | 📈 Star History
# 🐧 Linux / 🍏 macOS / 🪟 WSL (Bash / Zsh):
curl -fsSL https://raw.githubusercontent.com/roedyrustam/vibes-plug/main/install.sh | bash
# 🪟 Windows (PowerShell):
irm https://raw.githubusercontent.com/roedyrustam/vibes-plug/main/install.ps1 | iex
# 📦 Or via NPX / GitHub:
npx vibes-plug init
npx github:roedyrustam/vibes-plug --all| Metric / Capability | Vanilla Vibe Coding (Prompts) | Static IDE Rules (.cursorrules) | ⚡ VibesPlug Pro (Swarm) |
|---|---|---|---|
| Agent Coordination | ❌ 1 confused LLM doing everything | 🤖 Swarm Director & 176 Specialists | |
| Full-Stack Lifecycle | ❌ Fragmented & prone to regressions | 🚀 Autonomous 8-Phase Zero-To-Prod | |
| Self-Evolving Skills | ❌ Stale knowledge | ❌ Manual rule authoring | 🧬 vibes evolve & Multi-Platform Codex Generator |
| CI Resilience | ❌ Breaks on node version mismatches | ❌ No auto-remediation | 🩺 Autonomous CI Auto-Healer (vibes ci:heal) |
| Tech Stack | ⚡ React 19, Next 15, Tailwind v4, Bun 1.2+ | ||
| Code Gardening & QA | ❌ Hallucinated dead code & slop | ❌ No automated debt check | 🧹 Zero-Tech-Debt Auditor & Red Teaming |
| Sovereign Anti-Slop | ❌ Lazy stubs, placeholder stubs, & fluff | 🛡️ Zero-Tolerance Anti-Slop Engine & Scanner | |
| Payment & Micro-Economy | ❌ Incomplete integrations | 💳 DOKU Checkout, SNAP BI, Stripe, M2M Agent Wallets | |
| Visual Studio Cockpit | ❌ None | ❌ None | 🎨 Interactive 2D Graph (2,435 edges) & Swarm Blackboard |
| Native MCP Server | ❌ None | ❌ None | 🔌 Stdio & SSE MCP v1.x Server with 42 Frontier Tools & Profile Masking |
| Distribution | 📦 Single-Binary (vibes package:binary) & 1-Line Shell Installers |
||
| IDE Portability | ❌ Locked to one interface | 🌐 Antigravity, Cursor, Claude Code, Codex, Windsurf, Trae |
VibesPlug Pro is powered by 176 specialized AI domain skills, coordinated autonomously by the master ideation orchestrators (brainstorming and zero-to-prod-orchestrator).
📖 Browse Complete Directory: View the comprehensive 176-Skill Interactive Catalog (
CATALOG.md) or explore the interactive live showcase at vibes-plug.vercel.app or generate machine-readable indexes anytime viavibes docs markdownorvibes docs json.
| 🎨 Frontend & Mobile UI/UX (39 Skills) | ⚙️ Backend, Systems & API Design (28 Skills) |
|---|---|
angular-expert apple-ecosystem-expert astro-framework-expert blockchain-web3-expert browser-extension-mv3-pro design-system-architect desktop-electron-expert ephemeral-generative-ui-architect flutter-dart-expert form-validation-expert global-a11y-i18n-expert glsl-shader-expert hig htmx-hypermedia-expert micro-frontend-architect mobile-expo-expert modern-css-native-expert mpa-orchestrator multimodal-spatial-video-cloner nextjs-app-router-expert performance-web-vitals pwa-offline-first-expert reactive-sync-engine-expert rich-text-editor-expert screenshot-to-code-expert senior-frontend solidjs-expert spa-orchestrator state-management-expert svelte-sveltekit-expert svg-animation-motion-expert tailwind-expert tanstack-query-expert tauri-expert ui-ux-pro-max visual-ui-auditor vue-frontend-expert web-3d-graphics-expert webxr-ar-vr-expert |
api-design-expert api-gateway-proxy-expert async-queue-temporal-expert autonomous-api-drift-healer bun-runtime-expert cloudflare-workers-expert composable-mach-architect cron-scheduler-expert domain-driven-design-expert ephemeral-wasm-sandbox-executor event-driven-architect fullstack-expert go-programming-expert graphql-apollo-expert js-backend-expert legacy-code-translator living-codebase-ast-graph monorepo-architect mvc-expert openapi-swagger-codegen-expert python-programming-expert rust-programming-expert scalability-clean-code spec-driven-development-expert structured-output-contracts typescript-expert wasm-edge-computing-expert web-game-engine-expert |
| 🤖 Frontier AI, LLM, MCP & Multi-Agent (34 Skills) | 💸 SaaS, FinTech, E-Commerce & Growth (17 Skills) |
|---|---|
a2a-agent-protocol-expert adaptive-model-cascade affective-computing-emotion-ai agentic-coding-workflow-expert agentic-memory-architect agentic-micro-economy-architect ai-llm-integration-expert ai-media-generation-expert ai-prompt-engineering-expert ai-safety-governance-expert computer-use-os-agent-expert context-window-engineer deep-research-analyst doku-mcp-server durable-agent-execution-expert frontier-ai-models-expert gemini-agent-booster graph-rag-knowledge-expert kv-cache-prefix-optimizer llm-finops-router llm-observability-expert local-slm-edge-ai-expert mcp-server-architect multi-agent-orchestration parallel-tool-orchestrator pydantic-ai-expert speculative-multi-draft-synthesizer synthetic-data-finetuning-expert test-time-compute-optimizer thinking-budget-orchestrator vector-db-rag-expert vercel-ai-sdk-expert voice-ai-realtime-agent xerj-search-expert |
agentic-m2m-settlement app-promo-media-expert chatbot-messaging-expert data-telemetry-expert doku-payment-gateway double-entry-ledger-fintech-expert ecommerce-expert email-notification-expert feature-flag-analytics-expert headless-cms-expert n8n-automation-expert payment-gateway-expert saas-architect saas-billing saas-multi-tenant seo wordpress-headless-expert |
| 🛡️ Testing, Security, Anti-Slop & Reverse Engineering (31 Skills) | 🚀 Data, Media, Lifecycle & DevOps Orchestration (27 Skills) |
|---|---|
accessibility-testing-expert ai-code-review-autonomous anti-slop app-analyzer-optimizer authentication-identity-expert autonomous-red-teamer autonomous-tdd-debugger biome-linter-formatter-expert coderabbit compliance-gdpr-privacy-expert e2e-testing-expert error-resilience-expert fga-rebac-authorization-expert firebase-security-expert formal-spec-z3-verifier logging-error-tracking-expert mcp-sampling-critic passkeys-webauthn-identity-expert post-quantum-crypto-migrator prompt-injection-firewall property-mutation-testing-expert rate-limit-abuse-prevention rea-analysis-optimization rea-changelog-update rea-ci-tests-audit rea-tool-design reverse-engineer-anything sbom-supply-chain-security-expert supabase-security-expert zero-tech-debt-auditor zero-trust-secret-vault |
brainstorming browser-automation-expert ci-cd-devops-architect cloud-hosting-expert data-pipeline-etl-expert data-visualization-expert database-orm-expert dependency-upgrade-migrator docker-container-expert documentation-site-expert file-upload-media-expert geospatial-maps-expert github-actions-expert kubernetes-gitops-platform-expert olap-columnar-analytics-expert pdf-document-generation-expert prd-architect proactive-background-watcher production-ready-hardener realtime-collaboration-expert search-engine-expert self-healing-cloud-orchestrator session-memory-manager sse-websocket-streaming-expert web-scraper website-design-cloner zero-to-prod-orchestrator |
VibesPlug bundles 9 dedicated specialist subagents residing in agents/, ready to execute complex cross-domain tasks autonomously via Fan-Out / Fan-In and Critic-Validator loops:
| Specialist Subagent | File | Core Mission & Bound Skills |
|---|---|---|
swarm-architect |
agents/swarm-architect.md |
Discovery, PRD & ERD: High-level system architecture, PostgreSQL DDL schemas, and DDD bounded contexts. |
fullstack-craftsman |
agents/fullstack-craftsman.md |
Production Fullstack: React 19, Next.js 15, Tailwind v4, Hono/Bun/Node backend, and Prisma/Drizzle ORM. |
quality-guardian |
agents/quality-guardian.md |
Zero-Tolerance Quality Gate: TDD self-healing, Playwright E2E, adversarial security fuzzing, and Anti-Slop audit. |
fintech-payment-sentinel |
agents/fintech-payment-sentinel.md |
FinTech & Payments: DOKU Checkout, SNAP BI Direct API, HMAC-SHA512 webhook security, and atomic idempotency. |
ai-mcp-engineer |
agents/ai-mcp-engineer.md |
AI & MCP Protocols: Model Context Protocol (MCP v1.x) servers, A2A agent interoperability, durable workflows, and Gemini booster. |
cloud-devops-sre |
agents/cloud-devops-sre.md |
Cloud, DevOps & SRE: Kubernetes GitOps (ArgoCD/Cilium), Docker hardening, CycloneDX SBOM supply chain security, and Zero-Trust secrets. |
data-rag-architect |
agents/data-rag-architect.md |
Data, OLAP & RAG: ClickHouse/DuckDB OLAP analytics, Linear-style reactive sync engines, hybrid Vector/Graph RAG, and OpenFGA/SpiceDB ReBAC. |
mobile-spatial-craftsman |
agents/mobile-spatial-craftsman.md |
Mobile, Desktop & Spatial: React Native/Expo, Flutter, Tauri v2, 3D WebGPU/Three.js, TSL/WGSL shaders, and WebXR spatial computing. |
reverse-security-auditor |
agents/reverse-security-auditor.md |
Reverse Engineering & Binary Audit: REA/Ghidra/LLDB binary decompilation, Electron/firmware triage, Evidence spans, and Z3/SBOM verification. |
💡 Custom Agent Generation: Create tailored subagents for any project across Antigravity (
.agents/agents/), Cursor (.cursor/rules/), and Claude Code (.claude/rules/) usingvibes create-agent --name <name> --skills <skills>.
VibesPlug Pro embeds 7 foundational engineering engines that give AI models sub-millisecond AST precision, deterministic caching, in-memory sandboxing, and mathematical theorem proving:
| Engine | Command | Description |
|---|---|---|
| P1: Prompt-Cache Compiler | vibes compile-cache |
Compiles deterministic prefix instruction set into .cache-prefix.json (>1024 tokens) to lock KV-Cache reuse, slashing billing by 75–90% and accelerating TTFT by 10x. |
| P2: In-Memory DB Sandbox | vibes db:eval [file|--sql] |
In-memory SQLite DDL/migration simulation engine to audit RLS policies, catch missing FK indexes, and prevent destructive DROP TABLE/COLUMN before production. |
| P3: AST Subgraph Engine | vibes ast <action> [args] |
In-memory AST symbol inspection (symbols), targeted function isolation (inspect), and dependency blast radius calculation without token bloat. |
| P4: Speculative PRM Arbiter | vibes arbitrate [draftA] [draftB] |
Heuristic Process Reward Model (PRM) evaluator scoring competing code drafts across Type Safety, Anti-Slop, Error Resilience, and Algorithmic Complexity. |
| P5: Invariant Verifier (SMT) | vibes verify-invariants [file] |
Proves state machine transitions (SaaS billing, auth, orders), detects unreachable states and deadlocks, and generates SMT-LIB 2.0 specifications for Z3/CVC5. |
| P6: Ephemeral WASM/VM Sandbox | vibes sandbox "<code|file>" |
Ultra-low latency (<2ms) isolated micro-sandbox evaluating AI code with wall-clock timeout kill and zero host access. |
| P7: Universal SaaT Dispatcher | vibes skill exec <skill> <act> |
Turns all 176 declarative skills & 1,000+ code blueprints into deterministic executable tools across 8 domain adapters, 8 multi-skill chains (vibes skill chain), and 93%-compressed subagent micro-slices (.skill-slices.json). |
| P8: Schema Drift Healer | vibes drift:heal [sql] [ts] |
Detects structural drift between PostgreSQL DDL schemas and TypeScript/Zod/OpenAPI contracts (missing columns, nullability, RLS) and synthesizes a zero-drift healing patch. |
VibesPlug integrates the 5-skill REA (Reverse Engineer Anything) ecosystem for evidence-backed binary, firmware, managed/Electron, and runtime inspection:
reverse-engineer-anything— Decompile & analyze native binaries (Ghidra/LLDB), Electron/JS bundles, APK/firmware images, and capture live webAgentEnvbundles.rea-tool-design— Contract-first CLI/MCP tool boundary &Evidencespan design.rea-analysis-optimization— Bounded cache keys, latency/CPU/memory profiling, and agent context optimization for binary analysis.rea-ci-tests-audit— Evidence-backed CI/test-suite drift, fixture, and false-pass auditing.rea-changelog-update— Pinned Git history contributor attribution & Release Please synchronization.
VibesPlug provides a native standalone MCP server running over standard I/O (JSON-RPC 2.0) and Server-Sent Events (SSE). Connect it to Claude Desktop, Cursor, Antigravity, or Codex via mcp_config.json:
# Start the MCP server manually or via vibes CLI
vibes mcp
# or npm run mcpvibes_ast_query— Query AST symbols, inspect function bodies, or compute refactoring blast radius.vibes_eval_sql— Evaluate DDL schemas and audit PostgreSQL RLS policies in an in-memory sandbox.vibes_arbitrate_code— Score and arbitrate competing code solutions via Process Reward Model (PRM).vibes_verify_invariants— Formally prove state machine invariants and generate SMT-LIB 2.0 formulas.vibes_get_skill— Fetch instructions and contracts from any of the 176 specialized skills.vibes_list_skills— Discover all 176 skills with domain categories, summaries, and tags.vibes_inject_skill— Directly inject one or more skills into.agents/skills/<name>.vibes_compile_cache— Compile and lock deterministic prompt prefix for KV-Cache optimization.vibes_memory— Read and write cross-session architectural decisions and emit compact checkpoints.vibes_swarm— Generate multi-agent execution plans (Fan-Out/Fan-In, Saga, Critic-Validator).vibes_eval_sandbox— Safely execute and verify ephemeral JavaScript/TypeScript code snippets in an isolated micro-sandbox.vibes_critic_validate— Autonomous Critic-in-the-Loop review gate verifying code quality and AST invariants.vibes_visual_audit— Multimodal visual UI compliance audit for Anti-Slop Pillar 7 rubrics.vibes_swarm_dispatch— Concurrently dispatch parallel multi-agent workers with automated skill binding, sandbox verification, and Critic-in-the-Loop auditing.vibes_finops_report— Query local FinOps token consumption metrics and estimated prompt caching (KV-Cache) cost savings.vibes_graph_query— Query indexed AST symbols and dependency blast radius in.agents/graph/symbol_graph.json.vibes_graph_search— High-precision local Hybrid GraphRAG search combining BM25, TF-IDF vector, and AST boost.vibes_pr_review— Autonomous GitHub PR review bot auditing git diffs against Sovereign Anti-Slop rubrics.vibes_self_heal— Autonomous test runner and self-healing failure diagnoser with proposed patch generation.vibes_registry_search— Search decentralized community skills registry by keyword or category.vibes_registry_install— Install gold-standard verified skills directly from registry into.agents/skills/.vibes_bridge_status— Inspect Universal Cross-IDE Bridge status across Antigravity, Claude, Cursor, and Codex.vibes_bridge_sync— Synchronize rules, skills, and context bundles across all detected AI platforms.vibes_verify_gate— Atomic in-memory pre-commit verification gate evaluating candidate code before writing to disk.vibes_swarm_bus— Query active swarms, telemetry events, or emit inter-agent broadcast coordination signals.vibes_package_extension— Build zero-dependency.vsixcompanion extension archive for VS Code and Cursor.vibes_learn_skill— Synthesize complete gold-standard bilingual skills from raw project codebases or repository patterns.vibes_skill_exec— Universal Skill-as-a-Tool (SaaT) Dispatcher executing any of the 176 skills (blueprint,slice,extract-code,audit,eval,verify,generate,fuzz).vibes_skill_chain— Execute multi-skill DAG workflows and composite pipelines (saas-launch-gate,ai-agent-hardening,fintech-settlement-gate,zero-debt-release).vibes_batch— Execute multiple MCP tools concurrently in a single JSON-RPC round-trip (Promise.allSettled).vibes_run_benchmark— Run performance, KV-Cache, and latency benchmark suite across all engines.vibes_git_hooks— Install, inspect, or remove Sovereign Guard Git pre-commit hooks.vibes_optimize_budget— Compute dynamic token budget allocations and context window slices.vibes_skill_drift— Audit all 176 skills for structural drift, frontmatter compliance, and health scores (100/100).vibes_terminal_monitor— Real-time system health, memory, and swarm telemetry monitor.vibes_speculative_consensus— Parallel multi-draft speculative execution with AST-aware consensus arbitration.vibes_detect_stack— Auto-detect project tech stack (package.json,Cargo.toml,go.mod,pyproject.toml) and recommend matching skills.vibes_tool_profile— Dynamically switch active MCP tool exposure profiles (full,core,frontend,backend,security,ai-mcp) to cut schema token overhead by up to 75%.
Vibes-Plug features a zero-dependency local web cockpit with interactive panels, topological DAG workflow designer, and Server-Sent Events (SSE) remote transport:
# Launch visual web cockpit (opens http://localhost:3888) with 11 interactive tabs & Remote MCP
vibes studio
# Universal Cross-IDE State Bridge: synchronize rules & 176 skills across Antigravity, Claude, Cursor, Codex
vibes bridge [status|sync|bundle]
# Autonomous Skill Synthesizer: synthesize gold-standard bilingual skills from raw codebase patterns
vibes learn <skill-name> [--repo <url>] [--category <cat>]
# Pre-Disk Verification Gate: validate candidate code in-memory (AST, Anti-Slop, security, sandbox)
vibes verify-gate <code|file>
# Real-Time Swarm Concurrency Bus: observe active agent swarms and broadcast coordination events
vibes swarm:bus [status|events|broadcast]
# Local Hybrid GraphRAG Search: search codebase symbols via BM25 + Vector Cosine + AST connectivity
vibes graph:search "<query>" [--top-k 5]
# Zero-Dependency VSIX Packager: build companion extension archive for VS Code & Cursor in <50ms
vibes package:vscode
# Interactive Project Scaffolding Wizard (custom stack & tailored skills)
vibes wizard
# Execute and verify code in Ephemeral Micro-Sandbox (<2ms execution, timeout protection)
vibes sandbox "<code|file>" [--timeout <ms>]
# Dispatch parallel multi-agent workers concurrently with automated skill binding & synthesis
vibes swarm:dispatch "<task>" [--concurrency 3]
# Track token economics, KV-cache efficiency, and estimated financial savings
vibes finops status
# Run Critic-in-the-Loop code / PRD audit
vibes critic <file>
# Run Multimodal Visual UI audit (Pillar 7 Anti-Slop)
vibes visual-audit <file|code>
# Or run standalone Remote MCP Server for Claude Desktop, Cursor, or remote agents
vibes mcp --transport sse --port 3333
# Autonomous Skill & Codex Evolver: evolve skills & multi-platform codex rules
vibes evolve <skill-name> [--category <cat>] [--from-repo <dir>]
# Autonomous CI Auto-Healer: diagnose stack traces and apply safe remediation
vibes ci:heal [command|logPath] [--dry-run|--apply]
# Standalone Single-Binary Compiler: package zero-dependency executable
vibes package:binary [--platform <os>] [--arch <arch>]
# Run the complete Sovereign Quality & Anti-Slop Guard (648 files + 51 tests)
vibes guardVibes-Plug includes a native extension package in extensions/vscode/:
- Status Bar Indicator: Live status displaying
$(zap) VibesPlug: 176 Skills Active. - Command Palette & Context Menus: 11 native commands including Studio Cockpit, Scaffolding Wizard, Sovereign Guard, Active Document Critic, Token FinOps Report, Pre-Disk Gate, and Swarm Dispatcher.
- Packaging & Installation: Build zero-dependency
.vsixanytime viavibes package:vscodeornpm run package:vscodein <50ms and install directly into VSCode, Cursor, or Windsurf.
Welcome to VibesPlug Pro. Unlike generic prompt libraries, VibesPlug acts as a Swarm Director, orchestrating 176 specialized AI subagents. It is strictly engineered to extract maximum reasoning capabilities from ALL Late-2026 Frontier Models across all IDE tiers (xAI Grok 4.7 High Fast / Grok 4.6, Cursor Composer 2.5 Fast, Google Gemini 4 Argon Medium / Gemini 4 Pro / Project Astra, OpenAI GPT-5.6 Sol Medium / GPT-5 / o3, Anthropic Claude Opus 5.5 Medium / Claude Sonnet 5.5 High / Claude Fable 5.1, Muse Wonder High, and DeepSeek-R1 / Pro / V3) with an automated Availability Fallback Invariant (gracefully routing unprovisioned Gemini 4 tasks to Gemini 3.8 Flash, and Claude Opus 5.5 to Claude Opus 4.6 without workflow interruption).
Supported Platforms: Google Antigravity (AGY), Claude Code, Cursor IDE, OpenAI Codex CLI, Windsurf, Trae, VSCode (Cline / Roo Code), Kimi, and Kiro.
The CLI automatically scaffolds the required master rules for your specific IDE.
npm i -g vibes-plug
vibes-plug initYou can install or execute VibesPlug directly from the GitHub repository using any of the following methods:
Option A: Instant Execution via NPX (No Local Clone Required) Run the installer directly from GitHub without cloning the repository:
# Run installer for all detected IDEs & platforms
npx github:roedyrustam/vibes-plug --all
# Or install globally from GitHub
npm install -g git+https://github.com/roedyrustam/vibes-plug.git
vibes-plug --allOption B: Clone & Universal Multi-Platform Installer Clone the repository and run the built-in installer to auto-configure all your tools:
git clone https://github.com/roedyrustam/vibes-plug.git
cd vibes-plug
npm install
# Run installer across all detected platforms:
npm run install-all
# (or node scripts/install.js --all)Option C: Direct Git Clone for Google Antigravity (AGY)
Google Antigravity natively loads plugins from ~/.gemini/config/plugins/. Clone directly into your Antigravity plugins directory:
# macOS & Linux:
git clone https://github.com/roedyrustam/vibes-plug.git ~/.gemini/config/plugins/vibes-plug
# Windows (PowerShell):
git clone https://github.com/roedyrustam/vibes-plug.git "$HOME\.gemini\config\plugins\vibes-plug"Option D: Targeted Per-Project Installation
From your cloned vibes-plug directory, inject rules and skills into any specific project:
# For Claude Code (global + project):
node scripts/install.js --claude --project /path/to/my-project
# For Cursor IDE (project-specific):
node scripts/install.js --cursor --project /path/to/my-project
# For OpenAI Codex:
node scripts/install.js --codex --project /path/to/my-project
# For Windsurf, Trae, or VSCode (Cline):
cp .windsurfrules /path/to/my-project/
cp .traerules /path/to/my-project/
cp .clinerules /path/to/my-project/Option E: Staying Updated via GitHub To pull the latest skills and superintelligence engine updates:
cd ~/.gemini/config/plugins/vibes-plug # (or your cloned repository folder)
git pull origin main
npm testIf you download the .zip archive, extract it and configure your IDE as follows:
- Google Antigravity (AGY): Move the folder to
~/.gemini/config/plugins/vibes-plug. - Claude Code: Run
vibes-plug --claudeor copyCLAUDE.mdand.claude/rules/to your project root. - Cursor IDE: Run
vibes-plug --cursor --project .or copy.cursorrulesand.cursor/rules/to your project root. - OpenAI Codex CLI: Run
vibes-plug --codexor copyCODEX.mdand.codex/rules/to your project root. - Windsurf IDE: Copy
.windsurfrulesto your project root. - Trae IDE: Copy
.traerulesto your project root. - VSCode (Cline / Roo): Copy
.clinerulesto your project root. - Kimi / Kiro: Copy
.kimirulesor.kirorulesto your project root.
1. Zero-Friction Prompting (In-IDE)
You do not need to tag skills manually. Just open your IDE's AI Chat and type your vision:
"Build me a multi-tenant SaaS platform with DOKU QRIS and Stripe billing, a Next.js 15 App Router frontend with Tailwind v4, and role-based access control with PostgreSQL RLS."
The Swarm Director automatically intercepts the request, runs Step 1 Context Discovery, generates PRD.md and ERD.md, and orchestrates the cooperating skills through the 8-Phase Zero-To-Prod workflow.
2. Comprehensive CLI Toolkit Reference
# Workspace & Skill Management
vibes init <project-name> # Scaffolds 8-Phase Zero-To-Prod structure (README, PROGRESS, BLUEPRINT, PRD)
vibes bootstrap <type> <name> # Super-scaffolds project + skills (saas | ecommerce | mobile | api | fullstack | spec-api)
vibes wizard # Interactive CLI wizard to scaffold project stack & custom skill bundle
vibes sync # Verifies & synchronizes master trigger across all IDE rules
vibes ui # Interactive terminal TUI to visually select & install skills
vibes studio [--port <n>] # Launches local web Studio Cockpit dashboard (visual 176-skill explorer)
vibes list [filter] # Lists all 176 skills (optional: keyword filter)
vibes search <query> # Searches 176 skills with relevance ranking
vibes add <skill-name> # Injects a skill from registry into local project (.agents/skills)
vibes remove <skill-name> # Removes an installed skill from local project
vibes skill info <skill-name> # Shows metadata, description, and orchestration connections
vibes skill exec <s-name> <act> # Universal SaaT Dispatcher (blueprint|slice|extract-code|audit|eval|verify|generate|fuzz)
vibes skill chain <recipe> # Executes multi-skill pipelines (saas-launch-gate, ai-agent-hardening, fintech-settlement-gate)
vibes skill compile-slices # Compiles 93%-compressed (<350 token) micro-slices into .skill-slices.json
vibes skill matrix # Displays domain capability & executable code-blueprint matrix across all skills
vibes recipe list # Lists curated skill bundles (ai-stack, fullstack-pro, fintech-core, spec-driven-api)
vibes recipe apply <name> # Applies a curated skill recipe to current workspace
vibes docs [markdown|json] # Exports full 176-skill catalog to terminal, CATALOG.md, or CATALOG.json
vibes create-skill <name> # Scaffolds a new skill following the standard specification
vibes create-agent --name <n> # Generates a custom subagent across Antigravity, Cursor, and Claude
vibes create-mcp <server-name> # Scaffolds a new Model Context Protocol server
# Superintelligence Engines & Verification
vibes guard # Runs full Sovereign Guard CI pipeline (P1–P5 + Anti-Slop + Swarm + Memory)
vibes compile-cache # Compiles deterministic KV-Cache prefix (>1024 tokens) for 75-90% token savings
vibes db:eval [file|--sql] # Simulates & audits SQL DDL migrations in-memory for RLS and schema safety
vibes ast <action> [args] # Queries AST symbols (symbols), inspects bodies (inspect), or computes blast-radius
vibes arbitrate [fileA] [fileB] # Scores & arbitrates competing code drafts using Process Reward Models (PRM)
vibes verify-invariants [file] # Formally proves state machine invariants & generates SMT-LIB 2.0 specs
vibes swarm "<task>" # Executes Autonomous Swarm Director (Fan-Out/Fan-In, Saga, Critic-Validator)
vibes memory <record|query|cp> # Local episodic project memory & ultra-compact checkpointing (<150 tokens)
vibes mcp # Starts native stdio Model Context Protocol (MCP v1.x) server
# Quality Gates & Diagnostics
vibes anti-slop # Runs Sovereign Anti-Slop scanner (detects placeholders & empty stubs)
vibes anti-slop --strict # Strict CI mode: fails build on any warning
vibes anti-slop --fix # Automatically removes syntax-narrating redundant comments
vibes audit # Runs zero-tech-debt-auditor for dead code, magic numbers & strict types
vibes critic <file> # Runs deep Critic-in-the-Loop audit on code/PRD before commit
vibes visual-audit <file> # Audits UI code or screenshot image against Pillar 7 & generates vision rubric
vibes doctor # Checks environment health & IDE integration integrity
vibes hooks install # Installs pre-commit Git hook enforcing zero-slop gatesIntegrate the Sovereign Anti-Slop Gate and Critic-Validator directly into any repository:
name: Sovereign Guard Gate
on: [push, pull_request]
jobs:
guard:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: roedyrustam/vibes-plug/.github/actions/vibes-guard@main
with:
strict: 'true'Selamat datang di VibesPlug Pro. Berbeda dengan kumpulan prompt biasa, VibesPlug bertindak sebagai Swarm Director (Sutradara Utama) yang mengorkestrasi 176 sub-agen AI spesialis. Sistem ini direkayasa secara ketat untuk mengekstrak penalaran maksimum dari SEMUA Model Frontier Terkini Akhir-2026 di seluruh tier IDE (xAI Grok 4.7 High Fast / Grok 4.6, Cursor Composer 2.5 Fast, Google Gemini 4 Argon Medium / Gemini 4 Pro / Project Astra, OpenAI GPT-5.6 Sol Medium / GPT-5 / o3, Anthropic Claude Opus 5.5 Medium / Claude Sonnet 5.5 High / Claude Fable 5.1, Muse Wonder High, dan DeepSeek-R1 / Pro / V3) dengan Invarian Fallback Ketersediaan otomatis (mengalihkan tugas Gemini 4 yang belum tersedia/mengalami batas kuota ke Gemini 3.8 Flash, dan Claude Opus 5.5 ke Claude Opus 4.6 tanpa menghentikan alur kerja).
Platform Didukung: Google Antigravity (AGY), Claude Code, Cursor IDE, OpenAI Codex CLI, Windsurf, Trae, VSCode (Cline / Roo Code), Kimi, dan Kiro.
CLI akan otomatis mengonfigurasi aturan utama (master rules) sesuai dengan IDE yang Anda gunakan.
npm i -g vibes-plug
vibes-plug initAnda dapat memasang atau mengeksekusi VibesPlug langsung dari repositori GitHub dengan beberapa opsi berikut:
Opsi A: Eksekusi Langsung via NPX (Tanpa Perlu Clone) Jalankan skrip installer langsung dari repositori GitHub tanpa meng-clone repo ke komputer Anda:
# Jalankan installer untuk seluruh platform IDE yang terdeteksi
npx github:roedyrustam/vibes-plug --all
# Atau pasang secara global langsung dari URL GitHub
npm install -g git+https://github.com/roedyrustam/vibes-plug.git
vibes-plug --allOpsi B: Git Clone & Multi-Platform Universal Installer Clone repositori dan gunakan installer otomatis bawaan untuk mendeteksi serta mengonfigurasi seluruh IDE Anda:
git clone https://github.com/roedyrustam/vibes-plug.git
cd vibes-plug
npm install
# Pasang ke semua platform yang terpasang di komputer Anda:
npm run install-all
# (atau jalankan node scripts/install.js --all)Opsi C: Git Clone Langsung untuk Google Antigravity (AGY)
Google Antigravity memuat plugin secara otomatis dari folder ~/.gemini/config/plugins/. Anda dapat langsung meng-clone ke direktori plugin tersebut:
# macOS & Linux:
git clone https://github.com/roedyrustam/vibes-plug.git ~/.gemini/config/plugins/vibes-plug
# Windows (PowerShell):
git clone https://github.com/roedyrustam/vibes-plug.git "$HOME\.gemini\config\plugins\vibes-plug"Opsi D: Pemasangan Spesifik per Proyek
Dari direktori vibes-plug yang sudah di-clone, Anda dapat menyuntikkan rules dan skills ke folder proyek tertentu:
# Untuk Claude Code (global + proyek spesifik):
node scripts/install.js --claude --project /path/ke/proyek-anda
# Untuk Cursor IDE (proyek spesifik):
node scripts/install.js --cursor --project /path/ke/proyek-anda
# Untuk OpenAI Codex:
node scripts/install.js --codex --project /path/ke/proyek-anda
# Untuk Windsurf, Trae, atau VSCode (Cline):
cp .windsurfrules /path/ke/proyek-anda/
cp .traerules /path/ke/proyek-anda/
cp .clinerules /path/ke/proyek-anda/Opsi E: Pembaruan Rutin via GitHub Untuk mendapatkan update 176 skill dan engine terbaru:
cd ~/.gemini/config/plugins/vibes-plug # (atau folder hasil clone Anda)
git pull origin main
npm testJika Anda mengunduh arsip .zip, ekstrak dan konfigurasikan IDE Anda sebagai berikut:
- Google Antigravity (AGY): Pindahkan folder ke
~/.gemini/config/plugins/vibes-plug. - Claude Code: Jalankan
vibes-plug --claudeatau salinCLAUDE.mddan.claude/rules/ke root proyek. - Cursor IDE: Jalankan
vibes-plug --cursor --project .atau salin.cursorrulesdan.cursor/rules/ke root proyek. - OpenAI Codex CLI: Jalankan
vibes-plug --codexatau salinCODEX.mddan.codex/rules/ke root proyek. - Windsurf IDE: Salin
.windsurfruleske root proyek Anda. - Trae IDE: Salin
.traeruleske root proyek Anda. - VSCode (Cline / Roo): Salin
.clineruleske root proyek Anda. - Kimi / Kiro: Salin
.kimirulesatau.kiroruleske root proyek Anda.
1. Prompting Bebas Hambatan (Di dalam IDE)
Anda tidak perlu memanggil nama skill secara manual. Cukup buka Chat AI di IDE Anda dan ketik visi aplikasi Anda:
"Buatkan saya platform SaaS multi-tenant dengan sistem pembayaran DOKU Checkout dan QRIS SNAP BI, frontend Next.js 15 App Router dengan Tailwind v4, serta otentikasi role-based dengan RLS PostgreSQL."
Swarm Director akan otomatis mencegat permintaan, menjalankan Tahap 1 Penemuan Konteks, membuat dokumen PRD.md dan ERD.md, serta mengorkestrasikan skill-skill yang bekerja sama melalui alur kerja 8-Fase Zero-To-Prod.
2. Panduan Lengkap Perintah CLI Toolkit
# Manajemen Workspace & Skill
vibes init <project-name> # Men-scaffold struktur Zero-To-Prod 8-Fase (README, PROGRESS, BLUEPRINT, PRD)
vibes bootstrap <type> <name> # Super-scaffold proyek + skill (saas | ecommerce | mobile | api | fullstack | spec-api)
vibes sync # Verifikasi & sinkronisasi aturan pemicu utama di semua IDE
vibes ui # TUI terminal interaktif untuk memilih dan memasang skill secara visual
vibes studio [--port <n>] # Membuka dashboard web lokal Studio Cockpit (eksplorasi visual 176 skill)
vibes list [filter] # Menampilkan daftar 176 skill (opsional: filter kata kunci)
vibes search <query> # Mencari 176 skill berdasarkan relevansi kata kunci
vibes add <skill-name> # Menyuntikkan skill dari repositori ke proyek lokal (.agents/skills)
vibes remove <skill-name> # Menghapus skill yang terpasang dari proyek lokal
vibes skill info <skill-name> # Menampilkan metadata, deskripsi, dan relasi orkestrasi skill
vibes skill exec <s-name> <act> # Universal SaaT Dispatcher (blueprint|slice|extract-code|audit|eval|verify|generate|fuzz)
vibes skill chain <recipe> # Mengeksekusi pipeline multi-skill (saas-launch-gate, ai-agent-hardening, fintech-settlement-gate)
vibes skill compile-slices # Mengompilasi micro-slice terkompresi 93% (<350 token) ke .skill-slices.json
vibes skill matrix # Menampilkan matriks kapabilitas domain & 1.000+ blueprint kode eksekusi
vibes recipe list # Menampilkan daftar paket resep skill (ai-stack, fullstack-pro, fintech-core, spec-driven-api)
vibes recipe apply <name> # Menerapkan paket resep skill ke workspace proyek saat ini
vibes docs [markdown|json] # Mengekspor katalog 176 skill ke terminal, CATALOG.md, atau CATALOG.json
vibes create-skill <name> # Membuat boilerplate skill baru sesuai standar spesifikasi
vibes create-agent --name <n> # Menghasilkan custom subagent lintas Antigravity, Cursor, dan Claude
vibes create-mcp <server-name> # Men-scaffold server Model Context Protocol baru
# Engine Superintelligence & Verifikasi Formal
vibes guard # Menjalankan seluruh pipeline CI Sovereign Guard (P1–P5 + Anti-Slop + Swarm)
vibes compile-cache # Mengompilasi prefix KV-Cache deterministik (>1024 token) hemat biaya 75-90%
vibes db:eval [file|--sql] # Simulasi & audit migrasi SQL DDL di memori untuk proteksi RLS
vibes ast <action> [args] # Kueri bedah simbol AST (symbols), isolasi fungsi (inspect), atau blast-radius
vibes arbitrate [fileA] [fileB] # Menilai & mengarbitrasi draf kode kompetitif dengan Process Reward Model (PRM)
vibes verify-invariants [file] # Membuktikan formal invarian state machine & menghasilkan spesifikasi SMT-LIB 2.0
vibes swarm "<task>" # Menjalankan Swarm Director otonom (Fan-Out/Fan-In, Saga, Critic-Validator)
vibes memory <record|query|cp> # Memori episodik proyek & pembuatan checkpoint ultra-ringkas (<150 token)
vibes mcp # Memulai server native Model Context Protocol (MCP v1.x) melalui stdio
# Gerbang Kualitas & Diagnostik
vibes anti-slop # Menjalankan scanner Sovereign Anti-Slop (deteksi placeholder & stub kosong)
vibes anti-slop --strict # Mode CI ketat: setiap peringatan slop membatalkan build
vibes anti-slop --fix # Menghapus otomatis komentar narasi sintaksis yang redundan
vibes audit # Menjalankan zero-tech-debt-auditor untuk kode mati & penegakan tipe ketat
vibes doctor # Memeriksa kesehatan lingkungan dan integrasi seluruh IDE
vibes hooks install # Memasang Git pre-commit hook untuk menegakkan gerbang anti-slop欢迎来到 VibesPlug Pro。VibesPlug 充当 集群指挥官 (Swarm Director),编排 176 个专业的 AI 子代理。它经过严格工程化设计,旨在从所有前沿模型 (Gemini 4 Pro、Claude 5、GPT-5.6/O3、OpenAI Codex 和 DeepSeek) 中提取最大的推理能力。
支持的平台: Google Antigravity, Claude Code, Cursor IDE, OpenAI Codex CLI, Windsurf, Trae, VSCode (Cline), Kimi, Kiro。
npm i -g vibes-plug
vibes-plug init您可以直接从 GitHub 仓库安装或运行 VibesPlug:
选项 A: 通过 NPX 直接从 GitHub 运行 (无需克隆)
# 运行安装程序至所有检测到的 IDE
npx github:roedyrustam/vibes-plug --all
# 或直接通过 Git URL 全局安装
npm install -g git+https://github.com/roedyrustam/vibes-plug.git
vibes-plug --all选项 B: 克隆并运行多平台安装程序
git clone https://github.com/roedyrustam/vibes-plug.git
cd vibes-plug
npm install
npm run install-all选项 C: 直接克隆至 Google Antigravity (AGY)
# macOS / Linux
git clone https://github.com/roedyrustam/vibes-plug.git ~/.gemini/config/plugins/vibes-plug
# Windows (PowerShell)
git clone https://github.com/roedyrustam/vibes-plug.git "$HOME\.gemini\config\plugins\vibes-plug"选项 D: 针对特定项目的注入安装
# Claude Code:
node scripts/install.js --claude --project /path/to/project
# Cursor IDE:
node scripts/install.js --cursor --project /path/to/project
# OpenAI Codex:
node scripts/install.js --codex --project /path/to/project选项 E: 通过 GitHub 保持最新
cd ~/.gemini/config/plugins/vibes-plug
git pull origin main
npm test- Antigravity (Google): 移至
~/.gemini/config/plugins/vibes-plug,规则位于rules/AGENTS.md,MCP 服务配置在mcp_config.json。 - Claude Code: 运行
vibes-plug --claude或将CLAUDE.md与.claude/rules/复制到项目根目录。 - Cursor IDE: 运行
vibes-plug --cursor --project .或将.cursorrules与.cursor/rules/复制到项目根目录。 - OpenAI Codex: 运行
vibes-plug --codex或将CODEX.md与.codex/rules/复制到项目根目录。 - Windsurf / Trae / VSCode (Cline): 复制对应的
.windsurfrules、.traerules或.clinerules到项目根目录。
vibes init <project-name>— 初始化 8 阶段端到端项目架构。vibes ui— 终端交互式 TUI 界面,可视化选择与安装技能。vibes studio [--port <n>]— 启动本地 Web Studio 驾驶舱仪表板 (176 个技能可视化探索、子代理集群与 P1-P5 引擎)。vibes recipe list— 列出预置技能配方套件 (ai-stack, fullstack-pro, fintech-core, spec-driven-api)。vibes docs [markdown|json]— 导出 176 个技能的完整目录至终端、CATALOG.md或CATALOG.json。vibes guard— 运行完整的 Sovereign Guard CI 生产就绪验证流水线 (P1–P5 + Anti-Slop)。vibes compile-cache— 编译并锁定确定性 KV-Cache 前缀 (>1024 tokens),降低 75-90% 代币开销。vibes db:eval— 在内存沙箱中模拟和审计 SQL DDL 迁移及 RLS 策略。vibes ast <action>— 精确查询 AST 代码符号并计算重构影响范围 (blast-radius)。vibes arbitrate— 使用过程奖励模型 (PRM) 评分并仲裁竞品代码草稿。vibes verify-invariants— 形式化验证状态机并生成用于 Z3 的 SMT-LIB 2.0 规格。vibes swarm "<task>"— 启动自主多代理集群协同 (Fan-Out/Fan-In, Saga, Critic-Validator)。vibes memory— 本地跨会话情节记忆与超紧凑检查点 (<150 tokens)。vibes mcp— 在 stdio 上启动原生 Model Context Protocol (MCP v1.x) 8 项前沿工具服务。vibes anti-slop— 运行零废话代码扫描器,消除未实现的代码桩与占位符。
Willkommen bei VibesPlug Pro. VibesPlug fungiert als Swarm Director und orchestriert 176 spezialisierte KI-Subagenten. Es wurde streng dafür entwickelt, maximale Schlussfolgerungsfähigkeiten aus ALLEN Frontier-Modellen (Gemini 4 Pro, Claude 5, GPT-5.6/O3, OpenAI Codex und DeepSeek) zu extrahieren.
Unterstützte Plattformen: Antigravity, Claude Code, Cursor, OpenAI Codex, Windsurf, Trae, VSCode (Cline), Kimi, Kiro.
npm i -g vibes-plug
vibes-plug initSie können VibesPlug direkt aus dem GitHub-Repository ausführen oder installieren:
Option A: Direkte Ausführung via NPX (Kein Klonen erforderlich)
# Installer direkt von GitHub ausführen
npx github:roedyrustam/vibes-plug --all
# Oder global via Git URL installieren
npm install -g git+https://github.com/roedyrustam/vibes-plug.git
vibes-plug --allOption B: Git Clone & Universeller Installer
git clone https://github.com/roedyrustam/vibes-plug.git
cd vibes-plug
npm install
npm run install-allOption C: Direktes Klonen für Google Antigravity (AGY)
# macOS & Linux:
git clone https://github.com/roedyrustam/vibes-plug.git ~/.gemini/config/plugins/vibes-plug
# Windows (PowerShell):
git clone https://github.com/roedyrustam/vibes-plug.git "$HOME\.gemini\config\plugins\vibes-plug"Option D: Gezielte Installation pro Projekt
# Claude Code:
node scripts/install.js --claude --project /pfad/zum/projekt
# Cursor IDE:
node scripts/install.js --cursor --project /pfad/zum/projekt
# OpenAI Codex:
node scripts/install.js --codex --project /pfad/zum/projektOption E: Aktualisierung via GitHub
cd ~/.gemini/config/plugins/vibes-plug
git pull origin main
npm test- Antigravity (Google): Nativ installiert in
~/.gemini/config/plugins/vibes-plugmit Regeln inrules/AGENTS.mdund MCP-Server inmcp_config.json. - Claude Code:
vibes-plug --claudeausführen oderCLAUDE.md&.claude/rules/kopieren. - Cursor IDE:
vibes-plug --cursor --project .ausführen oder.cursorrules&.cursor/rules/kopieren. - OpenAI Codex:
vibes-plug --codexausführen oderCODEX.md&.codex/rules/kopieren. - Windsurf / Trae / Cline: Entsprechende
.windsurfrules,.traerulesoder.clinerulesin das Stammverzeichnis kopieren.
vibes init <project-name>— Initialisiert die 8-Phasen-Zero-To-Prod-Architektur.vibes ui— Interaktives Terminal-TUI zur visuellen Auswahl und Installation von Skills.vibes studio [--port <n>]— Startet das lokale Web-Studio-Dashboard (visueller 176-Skill-Explorer, Subagenten-Swarm und P1–P5 Cockpit).vibes recipe list— Listet kuratierte Skill-Pakete auf (ai-stack, fullstack-pro, fintech-core, spec-driven-api).vibes docs [markdown|json]— Exportiert den vollständigen 176-Skill-Katalog ins Terminal, alsCATALOG.mdoderCATALOG.json.vibes guard— Führt die vollständige Sovereign Guard CI-Validierung aus (P1–P5 + Anti-Slop).vibes compile-cache— Kompiliert deterministische KV-Cache-Präfixe (>1024 Tokens) für 75–90% Kostensenkung.vibes db:eval— Simuliert und prüft SQL-DDL-Migrationen im Speicher auf RLS-Sicherheit.vibes ast <action>— Führt AST-Symbolabfragen durch und berechnet den Refactoring-Blast-Radius.vibes arbitrate— Bewertet konkurrierende Code-Entwürfe mittels Process Reward Models (PRM).vibes verify-invariants— Mathematischer Beweis von Zustandsübergängen & SMT-LIB 2.0 Generierung für Z3.vibes swarm "<task>"— Führt den autonomen Swarm Director aus (Fan-Out/Fan-In, Saga, Critic-Validator).vibes memory— Lokales episodisches Gedächtnis und ultrakompakte Checkpoints (<150 Tokens).vibes mcp— Startet den nativen Model Context Protocol (MCP v1.x) Server über stdio.vibes anti-slop— Erkennt und eliminiert unfertigen Code,// TODOund leere Stubs.
VibesPlug Pro へようこそ。VibesPlug は スウォームディレクター (Swarm Director) として機能し、176 の専門的な AI サブエージェントをオーケストレーションします。すべての最先端モデル (Gemini 4 Pro、Claude 5、GPT-5.6/O3、OpenAI Codex、DeepSeek) から最大の推論能力を引き出すように厳密に設計されています。
サポートされているプラットフォーム: Google Antigravity, Claude Code, Cursor, OpenAI Codex, Windsurf, Trae, VSCode (Cline), Kimi, Kiro。
npm i -g vibes-plug
vibes-plug initGitHub リポジトリから直接 VibesPlug を実行またはインストールできます。
オプション A: NPX を使用した直接実行 (クローン不要)
# 検出されたすべての IDE にインストーラーを実行
npx github:roedyrustam/vibes-plug --all
# または GitHub の Git URL からグローバルにインストール
npm install -g git+https://github.com/roedyrustam/vibes-plug.git
vibes-plug --allオプション B: Git クローンとユニバーサルインストーラー
git clone https://github.com/roedyrustam/vibes-plug.git
cd vibes-plug
npm install
npm run install-allオプション C: Google Antigravity への直接クローン
# macOS & Linux:
git clone https://github.com/roedyrustam/vibes-plug.git ~/.gemini/config/plugins/vibes-plug
# Windows (PowerShell):
git clone https://github.com/roedyrustam/vibes-plug.git "$HOME\.gemini\config\plugins\vibes-plug"オプション D: プロジェクト別のターゲットインストール
# Claude Code:
node scripts/install.js --claude --project /path/to/project
# Cursor IDE:
node scripts/install.js --cursor --project /path/to/project
# OpenAI Codex:
node scripts/install.js --codex --project /path/to/projectオプション E: GitHub 経由での最新版への更新
cd ~/.gemini/config/plugins/vibes-plug
git pull origin main
npm test- Antigravity (Google):
~/.gemini/config/plugins/vibes-plugにネイティブ配置、ルールはrules/AGENTS.md、MCP サーバーはmcp_config.json。 - Claude Code:
vibes-plug --claudeを実行、またはCLAUDE.mdと.claude/rules/をプロジェクトルートにコピー。 - Cursor IDE:
vibes-plug --cursor --project .を実行、または.cursorrulesと.cursor/rules/をプロジェクトルートにコピー。 - OpenAI Codex:
vibes-plug --codexを実行、またはCODEX.mdと.codex/rules/をプロジェクトルートにコピー。 - Windsurf / Trae / Cline: それぞれのルールファイルをプロジェクトルートにコピー。
vibes init <project-name>— 8フェーズ Zero-To-Prod 開発プロジェクトを初期化。vibes ui— スキルを視覚的に選択してインストールするインタラクティブなターミナル TUI。vibes studio [--port <n>]— ローカル Web Studio コックピットダッシュボードを起動 (176スキルの視覚的探索、サブエージェント、P1-P5)。vibes recipe list— キュレーションされたスキルレシピ一覧 (ai-stack, fullstack-pro, fintech-core, spec-driven-api)。vibes docs [markdown|json]— 176のスキル全カタログをターミナル、CATALOG.md、またはCATALOG.jsonに出力。vibes guard— 完全な Sovereign Guard CI パイプラインを実行 (P1–P5 + Anti-Slop)。vibes compile-cache— 決定論的 KV-Cache プレフィックス (>1024 トークン) をコンパイルし、コストを 75-90% 削減。vibes db:eval— インメモリで SQL DDL マイグレーションをシミュレーションし、RLS ポリシーを監査。vibes ast <action>— AST シンボルを外科的に検索し、依存関係の影響範囲 (blast-radius) を計算。vibes arbitrate— Process Reward Model (PRM) を用いて競合するコードドラフトを評価・仲裁。vibes verify-invariants— 状態遷移の不変条件を形式的に証明し、Z3 用の SMT-LIB 2.0 仕様を生成。vibes swarm "<task>"— 自律型スウォームディレクターを実行 (Fan-Out/Fan-In, Saga, Critic-Validator)。vibes memory— クロスセッションのエピソード記憶と超コンパクトなチェックポイント (<150 トークン)。vibes mcp— stdio 経由で 8 つの高度なツールを備えたネイティブ MCP (v1.x) サーバーを起動。vibes anti-slop— 未完成のコード、不要なコメント、プレースホルダーを検出・排除。
Support open-source AI innovation! Drop a ⭐ star on this repo to help it reach more developers worldwide.
Contributions are warmly welcome! Whether you are:
- Submitting a new AI domain skill
- Reporting a bug or edge-case
- Improving multilingual prompts & docs
Check out our Contributing Guide to get started.
ai-agents • multi-agent-swarm • mcp-server • model-context-protocol • skill-as-a-tool • claude-code • cursor-rules • antigravity • openai-codex • vibe-coding • agentic-ai • reverse-engineering • ghidra • binary-analysis • rea • fullstack • nextjs15 • react19 • tailwindcss-v4 • zero-to-prod
Distributed under the MIT License. Built for the global developer ecosystem.
