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Pople"},"license":"ISC","homepage":"https://github.com/oliverpople/subagents-protocol#readme","keywords":["subagents","ai","llm","claude","openai","saas","automation","framework"],"repository":{"type":"git","url":"git+https://github.com/oliverpople/agency-x.git"},"description":"🚀 **Transform feature requests into production-ready code in seconds**","maintainers":[{"name":"oliverpople","email":"oliverpople@gmail.com"}],"readme":"# Agency-X: AI-Powered Development Team\n\n🚀 **Transform feature requests into production-ready code in seconds**\n\nAgency-X is an intelligent orchestration system that simulates a complete software development team using 16 specialized AI agents. From a simple feature prompt, it generates comprehensive project specifications, code, tests, documentation, and deployment plans.\n\n[![npm version](https://badge.fury.io/js/@oliverpople/agency-x.svg)](https://badge.fury.io/js/@oliverpople/agency-x)\n[![License: ISC](https://img.shields.io/badge/License-ISC-blue.svg)](https://opensource.org/licenses/ISC)\n\n## ✨ Features\n\n- 🎯 **Complete Project Generation**: From requirements to deployment in under 30 seconds\n- 🤖 **16 Specialized Agents**: Product Manager, Frontend/Backend Developers, QA Engineer, Security Analyst, and more\n- 🎙️ **Voice Narration**: Optional text-to-speech progress updates\n- 📊 **Comprehensive Output**: Code, tests, documentation, security reports, release plans\n- 🔄 **Resume Capability**: Continue interrupted sessions\n- 🏗️ **SaaS Integration Ready**: Perfect for embedding in your applications\n- 🎨 **AI Assistant Compatible**: Works seamlessly with Cursor, Claude Codebase, and Warp AI\n- ⚡ **Smart LLM Routing**: Automatic fallback between Anthropic Claude and OpenAI\n- 🛡️ **Robust Error Recovery**: Graceful handling of agent failures with detailed reporting\n- 📈 **Progress Tracking**: Real-time completion rates and success statistics\n\n## 🏢 The AI Development Team\n\n**Phase 1 - Requirements & Architecture:**\n\n- 👔 **Product Manager**: Defines specifications, user stories, acceptance criteria\n- 🎨 **UX Designer**: Creates wireframes and user experience guidelines\n- ✍️ **Copywriter**: Generates user-facing content and microcopy\n\n**Phase 2 - Development:**\n\n- 💻 **Frontend Developer**: React/Vue/Angular components and interfaces\n- ⚡ **Backend Developer**: APIs, databases, server logic\n- 🔧 **Fullstack Integrator**: Ensures seamless frontend-backend integration\n\n**Phase 3 - Quality & Security:**\n\n- 🧪 **QA Engineer**: Comprehensive test suites and quality assurance\n- 🔒 **Security Engineer**: Security audits and vulnerability assessments\n- 🏗️ **Infrastructure Engineer**: Docker, deployment configurations\n- 📚 **Documentation Agent**: Technical documentation and guides\n\n**Phase 4 - Intelligence & Analytics:**\n\n- 🤖 **AI Prompt Engineer**: AI integration and prompt optimization\n- 📊 **Data Engineer**: Analytics, data pipelines, and insights\n\n**Phase 5 - Review & Validation:**\n\n- 🔍 **Code Reviewer**: Code quality and best practices analysis\n- 🤔 **Assumption Challenger**: Critical thinking and edge case identification\n- ❤️ **User Empathy Agent**: User experience and accessibility insights\n\n**Phase 6 - Release:**\n\n- 🚀 **Release Manager**: Deployment strategy and release planning\n\n## 🚀 Quick Start\n\n### Installation\n\n**Option 1: NPM Package (Recommended)**\n```bash\n# Install the package\nnpm install @oliverpople/agency-x\n\n# Use directly with npx\nnpx subagents --feature \"Your feature description\"\n```\n\n**Option 2: Clone and Build**\n```bash\n# Clone the repository\ngit clone https://github.com/oliverpople/agency-x.git\ncd agency-x\n\n# Install dependencies\nnpm install\n\n# Build the project\nnpm run build\n```\n\n### Environment Setup\n\nCreate a `.env` file:\n\n```bash\n# Required: LLM API Keys\nANTHROPIC_API_KEY=your-anthropic-api-key\nOPENAI_API_KEY=your-openai-api-key\n\n# Optional: Configuration\nDEBUG=false\n```\n\n### Basic Usage\n\n**Using NPM Package:**\n```bash\n# Generate a complete feature\nnpx subagents --feature \"Build a user authentication system\"\n\n# Use OpenAI instead of Claude (default)\nnpx subagents --feature \"Create a payment system\" --llm openai\n\n# OpenAI with reliable execution (recommended)\nnpx subagents --feature \"Create a BI dashboard\" --llm openai --concurrent 1\n\n# With voice narration\nnpx subagents --feature \"Create a dashboard with analytics\" --voice\n\n# Resume a previous session\nnpx subagents --resume SPEC-20250807-ABC123\n\n# Verbose output for debugging\nnpx subagents --feature \"Build an API\" --verbose\n```\n\n**Using Local Build:**\n```bash\n# Generate a complete feature\nnode dist/cli/index.js --feature \"Build a user authentication system\"\n\n# With voice narration\nnode dist/cli/index.js --feature \"Create a dashboard with analytics\" --voice\n```\n\n## 📖 CLI Options\n\n| Flag           | Description                      | Example                     |\n| -------------- | -------------------------------- | --------------------------- |\n| `--feature`    | Feature description to build     | `\"Create a payment system\"` |\n| `--resume`     | Resume from session ID           | `SPEC-20250807-ABC123`      |\n| `--voice`      | Enable audio narration           | `--voice`                   |\n| `--concurrent` | Max parallel agents (default: 5) | `--concurrent 3`            |\n| `--verbose`    | Show detailed logs               | `--verbose`                 |\n| `--llm`        | LLM provider (claude or openai, default: claude) | `--llm openai`  |\n| `--help`       | Show help information            | `--help`                    |\n\n## 🤖 LLM Provider Guidelines\n\n### **Anthropic Claude (Default)**\n- **Recommended Concurrency**: `--concurrent 3-5` (default: 5)\n- **Best For**: Comprehensive analysis, detailed outputs, complex reasoning\n- **Performance**: ~20-30 seconds with high reliability\n\n### **OpenAI GPT**\n- **Recommended Concurrency**: `--concurrent 1-2` for best reliability\n- **Best For**: Code generation, structured outputs, faster responses\n- **Performance**: ~40-60 seconds with sequential execution\n\n**For Maximum Reliability with OpenAI:**\n```bash\n# 100% success rate (recommended)\nnpx subagents --llm openai --feature \"your feature\" --concurrent 1\n\n# Faster with good reliability\nnpx subagents --llm openai --feature \"your feature\" --concurrent 2\n```\n\n**Why Different Concurrency?**\nOpenAI's API architecture handles concurrent requests differently than Claude. Using `--concurrent 1` with OpenAI ensures all 16 agents complete successfully by avoiding race conditions and rate limiting issues.\n\n## 📁 Output Structure\n\nEach session generates a comprehensive JSON file in `./sessions/`:\n\n```json\n{\n  \"specId\": \"SPEC-20250807-ABC123\",\n  \"featurePrompt\": \"Build a user authentication system\",\n  \"spec\": {\n    \"title\": \"User Authentication System\",\n    \"userStories\": [...],\n    \"acceptanceCriteria\": [...]\n  },\n  \"agents\": {\n    \"productManager\": { \"output\": \"...\", \"completed\": true },\n    \"frontendDeveloper\": { \"output\": \"React components...\", \"completed\": true },\n    \"backendDeveloper\": { \"output\": \"API endpoints...\", \"completed\": true },\n    \"qaEngineer\": { \"output\": \"Test suites...\", \"completed\": true },\n    // ... 12 more agents\n  },\n  \"metadata\": {\n    \"createdAt\": \"2025-08-07T08:00:00.000Z\",\n    \"version\": \"1.0.0\"\n  }\n}\n```\n\n## 💻 Programmatic Usage\n\n```javascript\nimport { runOrchestrator } from \"@oliverpople/agency-x\";\n\nconst result = await runOrchestrator({\n  feature: \"Build a user dashboard\",\n  voice: false,\n  maxConcurrent: 3,\n  onProgress: (status) => {\n    console.log(`Progress: ${status.completed}/${status.total}`);\n  },\n});\n\nconsole.log(\"Generated session:\", result.specId);\n```\n\n## 🎨 AI Assistant Integration\n\nAgency-X outputs are designed to work seamlessly with AI coding assistants:\n\n**Cursor AI:**\n1. Generate project specs with Agency-X\n2. Import the session JSON into your Cursor project\n3. Use Cursor's AI to refine and enhance the generated code\n\n**Claude Codebase:**\n1. Run Agency-X to generate comprehensive specifications\n2. Upload the session file to Claude for context\n3. Ask Claude to adapt or extend the generated code\n\n**Warp AI Terminal:**\n1. Generate features using Agency-X CLI\n2. Use Warp's AI to help implement deployment steps\n3. Get terminal assistance for debugging and optimization\n\n## 🧪 Testing\n\n```bash\n# Run all tests\nnpm test\n\n# Run voice functionality tests\nnpm test -- src/__tests__/voice-simple.test.ts\n\n# Test with voice activation (you'll hear audio)\nnpx jest src/__tests__/voice-simple.test.ts --verbose\n```\n\n## 🏗️ Architecture\n\n### Agent Orchestration\n\nAgents run in **dependency-based phases**:\n\n```\nPhase 1: Product Manager (defines requirements)\n    ↓\nPhase 2: Frontend & Backend Developers (parallel)\n    ↓\nPhase 3: Fullstack Integrator + UX + Copy (parallel)\n    ↓\nPhase 4: QA + Security + Infrastructure + Docs (parallel)\n    ↓\nPhase 5: AI + Data Engineers (parallel)\n    ↓\nPhase 6: Review + Validation Agents (parallel)\n    ↓\nPhase 7: Release Manager (final output)\n```\n\n### Error Recovery\n\n- **Retry Logic**: Configurable retry attempts with exponential backoff\n- **Critical Agents**: System fails fast if critical agents (Product, Dev, QA, Release) fail\n- **Non-Critical Agents**: Continue execution if supporting agents fail\n- **Session Persistence**: All progress saved automatically\n\n### LLM Routing\n\n- **Anthropic Claude**: Primary for most agents\n- **OpenAI GPT**: Fallback and specialized tasks\n- **Automatic Failover**: Seamless switching on rate limits/errors\n\n## 📚 Documentation\n\n- [API Documentation](docs/api.md)\n- [Changelog](CHANGELOG.md)\n\n## 🤝 Contributing\n\n1. Fork the repository\n2. Create a feature branch: `git checkout -b feature-name`\n3. Make your changes and add tests\n4. Run tests: `npm test`\n5. Commit your changes: `git commit -am 'Add feature'`\n6. Push to the branch: `git push origin feature-name`\n7. Submit a pull request\n\n## 🐛 Troubleshooting\n\n**Common Issues:**\n\n- **Voice not working**: Install system TTS dependencies (`brew install espeak` on macOS)\n- **API rate limits**: Reduce `--concurrent` flag or add delays\n- **OpenAI agents failing**: Use `--concurrent 1` for 100% reliability with OpenAI\n- **Memory issues**: Lower concurrency for large features\n- **Network timeouts**: Check API keys and internet connection\n- **Some agents not completing**: Try sequential execution with `--concurrent 1`\n\n**Debug Mode:**\n\n```bash\n# Enable verbose logging\nnode dist/cli/index.js --feature \"test\" --verbose\n\n# Check session files\nls -la sessions/\ncat sessions/SPEC-*.json | jq '.metadata'\n```\n\n## 📈 Performance\n\n- **Average Generation Time**: 20-30 seconds for complete features\n- **Agent Success Rate**: 75-95% depending on complexity and API availability\n- **Concurrent Agents**: Up to 10 parallel (recommended: 3-5)\n- **Session File Size**: 10-50KB depending on feature complexity\n- **Memory Usage**: ~100MB during peak orchestration\n- **LLM Fallback**: Automatic provider switching for maximum reliability\n\n## 🛠️ Roadmap\n\n- [x] NPM package publication (@oliverpople/agency-x@6.0.5)\n- [x] Smart LLM routing with automatic fallback\n- [x] Robust error recovery and progress tracking\n- [ ] Web dashboard for session management\n- [ ] Additional LLM providers (Gemini, Cohere)\n- [ ] Custom agent definitions\n- [ ] Template library for common patterns\n- [ ] Integration with popular IDEs (VS Code extension)\n- [ ] Real-time collaboration features\n- [ ] GitHub Actions for CI/CD workflows\n\n## 📄 License\n\nISC © Oliver Pople\n\n## 🙏 Acknowledgments\n\n- Anthropic for Claude API\n- OpenAI for GPT API\n- The open-source community for inspiration and tools\n\n---\n\n**⚡ Transform your ideas into production-ready code with Agency-X**\n\nGet started today and experience the future of AI-powered development!\n","readmeFilename":"README.md"}