@fairoz9961/subagents-ide (subagents) — v2.1.0 🚀

Autonomous Multi-Agent Orchestrator & Ecosystem of 44+ Specialized AI Experts across ALL major AI coding tools & IDEs (Antigravity, Cursor, Claude Code, Windsurf, Cline, Roo Code, GitHub Copilot, Devin, and Codex).

💡 Quick Start

In any project repository, run:

npx subagents

or:

npx @fairoz9961/subagents-ide

Execution Modes

• npx subagents — Complete Ecosystem & Master Orchestrator (Default): Automatically deploys the Autonomous Multi-Agent Orchestrator and all 44+ specialized subagents.
• npx subagents --detect — Intelligent Stack Auto-Routing: Inspects your codebase (Next.js, React, Node, Laravel, Python, Flutter, Docker, Kubernetes) and deploys only the relevant subagents.

⚡ How Autonomous Multi-Agent Orchestration Works

Whenever you enter a user prompt or feature request, the Master Orchestrator automatically deconstructs your request and delegates tasks to domain experts:

sequenceDiagram
    autonumber
    actor User as User / Prompt
    participant Main as Main Agent / Orchestrator
    participant Planner as @planner
    participant Architect as @architect
    participant Engineers as @frontend-engineer / @backend-engineer
    participant Security as @security-auditor
    participant SEO as @search-optimization-expert
    participant Tester as @tester

    User->>Main: Prompt: "Build authentication funnel and optimize SEO"
    Main->>Planner: 1. Deconstruct request into subtask execution graph
    Planner-->>Main: Execution Roadmap
    Main->>Architect: 2. Create architectural design & non-destructive plan
    Architect-->>Main: Architecture Plan
    Main->>Engineers: 3. Parallel Code Implementation
    Engineers-->>Main: Code Completed
    Main->>Security: 4. Audit vulnerability (OWASP Top 10)
    Security-->>Main: Security Verified
    Main->>SEO: 5. Optimize SEO, Schema.org JSON-LD & Core Web Vitals
    SEO-->>Main: Optimization Applied
    Main->>Tester: 6. Verify automated tests & defect resolution
    Tester-->>Main: QA Pass
    Main-->>User: Structured Summary & Execution Report

🌐 Supported AI Tools & IDE Formats

Every generated subagent is natively formatted for your AI tools:

• 🤖 Antigravity / Gemini: .agents/AGENTS.md (Master Orchestrator) & .agents/agents/*.md
• ⚡ Cursor IDE: .cursor/rules/00-orchestrator.mdc & .cursor/rules/*.mdc
• 🧠 Claude Code: CLAUDE.md
• 🛠️ Cline & Roo Code: .clinerules & .roomodes
• 🐙 GitHub Copilot: .github/copilot-instructions.md
• 🏄 Windsurf Cascade: .windsurfrules

🤖 Included Subagents (44+ Specialized Experts)

1. Core Workflow & Planning

• planner — Deconstructs high-level requests into strategic roadmaps, agent directives, and execution phases.
• architect — System design, modular boundaries, and implementation plans without writing direct production code.
• engineer — Implements features, writes production-ready code, and resolves lint errors from specifications.
• reviewer — PR reviews, code quality, security standards, and design adherence.
• tester — Executes automated and manual test strategies and verifies defect resolutions.

2. Architecture & System Design

• system-designer — Distributed systems, microservices topology, message queues, and high availability systems.
• infrastructure-architect — Cloud infrastructure, VPC networking, security perimeters, and IAM topologies.
• database-architect — Relational/NoSQL schemas, data modeling, indexing strategies, and migration scripts.
• api-architect — RESTful, GraphQL, gRPC API contracts, OpenAPI specs, rate-limiting schemas.

3. Engineering Specialists

• backend-engineer — Server-side logic, API integrations, data access layers, and middleware.
• frontend-engineer — Client-side web apps, state management, modern Web APIs (React, Vue, Next.js, Svelte).
• mobile-engineer — Native iOS/Android (Swift/Kotlin), React Native, and Flutter cross-platform applications.
• ai-engineer — LLM model integrations, inference pipelines, function calling, streaming, and agentic loops.
• cloud-engineer — Serverless functions (AWS Lambda/GCP Cloud Run), container services, and cloud resources.
• devops-engineer — CI/CD pipelines, Docker containers, Kubernetes manifests, and infrastructure automation.
• data-engineer — Data pipelines, ETL/ELT workflows, stream processing, and data warehouse models.

4. Code Quality & Security Auditing

• refactoring-expert — Eliminates code smells, applies design patterns (SOLID/DRY), and reduces tech debt safely.
• performance-expert — Profiles execution speed, memory usage, CPU bottlenecks, tree-shaking, and bundle size.
• security-auditor — Vulnerability assessments (OWASP Top 10), dependency auditing, and secret leak scanning.

5. Testing & QA

• qa-engineer — End-to-end quality assurance strategies, test matrices, and defect verification.
• automation-tester — Playwright, Cypress, Jest, Vitest, and PyTest automated test suites.
• accessibility-tester — WCAG 2.2 AA/AAA compliance, ARIA attributes, keyboard navigation, and screen reader audits.

6. Search & Web Optimization (SEO / AEO / GEO / OE / SXO / CRO)

• search-optimization-expert:
  • SEO (Search Engine Optimization): Title tags, meta descriptions, semantic HTML5, canonical URLs, XML sitemaps, robots.txt.
  • AEO (Answer Engine Optimization): Q&A formats, FAQ schemas, summaries, and entity linking for Perplexity, ChatGPT, Gemini, Copilot.
  • GEO (Generative Engine Optimization): JSON-LD (Schema.org), Knowledge Graph relationships, rich snippets, and LLM metadata.
  • OE (Organic Optimization): Core Web Vitals (CLS, LCP, INP), image optimization, caching, bundle splitting, and lazy loading.
  • SXO & CRO: Search Experience UX navigation, accessibility, landing page CTAs, and funnel optimization.

7. AI & LLM Specialists

• prompt-engineer — System prompts, few-shot instruction tuning, anti-hallucination guardrails, and token efficiency.
• rag-expert — Document chunking, hybrid vector+lexical search, reranking, and RAG pipelines.
• vector-db-expert — Pinecone, Qdrant, Weaviate, Chroma, and Pgvector index strategies (HNSW/IVF).
• mcp-expert — Model Context Protocol (MCP) servers, JSON-RPC tool schemas, resources, and clients.
• skill-downloader — Stack inspection & automatic installation of skills, MCPs, templates, and workflows.

🏷️ Keywords

subagents, subagents-ide, ai-agents, orchestrator, antigravity, cursor, claude-code, windsurf, cline, roo-code, copilot, devin, codex, mcp, rag, seo, aeo, geo, cli, npx

📄 License

This project is open source software licensed under the MIT License.

Copyright (c) 2026 Fairoz (fairoz9961).