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The system includes interactive wizards, advanced security features, and enhanced user experience. Please use with caution and report any issues you encounter.\n\n**Key Features:**\n- ✅ **Enterprise-Grade Interactive Mode**: Smart status detection, guided workflows, and command learning with timeout protection, retry logic, and process monitoring\n- 🔒 **Enhanced Security**: Advanced validation, security features, and command validation preventing dangerous operations\n- 📦 **Migration Manager**: Seamless migration from legacy formats\n- 🤖 **Unified Model Management**: Streamlined model discovery and configuration\n- 📚 **Interactive Documentation**: Enhanced documentation browser with pagination\n- 🌍 **Environment Variable Management**: Unified CLI-based environment variable management\n- ⚡ **Performance Optimized**: Intelligent caching reduces CLI calls by 80%\n\n> For support or feedback, contact us at info@prompts-conductor.com\n\n---\n## 🔧 **Recent Updates**\n\n### Latest Version: v2.2.16\n- **🎯 Enterprise-Grade Interactive Mode**: Smart status detection, guided workflows, command learning with timeout protection (30-60s), retry logic (exponential backoff), process monitoring, and intelligent caching (80% reduction in CLI calls)\n- **📦 Migration Manager**: Centralized PTBC to JSON migration utilities\n- **🔒 Enhanced Security**: Advanced validation, security features, command validation preventing dangerous operations, input sanitization, and process isolation\n- **🤖 Unified Model Management**: Streamlined model discovery and configuration\n- **📚 Interactive Documentation**: Enhanced documentation browser with pagination\n- **🌍 Environment Variable Management**: Unified CLI-based environment variable management with secure storage\n- **🔄 Automatic Migration**: Seamless migration from legacy JSON to PTBC format\n- **🛡️ Advanced Validation**: Comprehensive input validation and sanitization with ValidationManager\n- **📊 Model Discovery**: Enhanced model discovery and suggestion system\n- **🎨 Sophistication Detection**: Automatic user skill level detection\n- **⚡ Performance**: Optimized CLI response times, memory usage, and intelligent caching\n- **🔧 Bug Fixes**: Fixed git format validation, environment variable retrieval, schema info paths, TAP conditions, and model validation\n- **📝 Documentation**: Updated comprehensive documentation with latest features and fixes\n\n### Previous Version: v2.2.14\n- **Path Management**: Fixed path resolution and management issues\n- **Stability**: Improved overall system reliability and error handling\n\n### Previous Updates\n- **v2.2.16**: Interactive wizards, migration manager, enhanced security, unified model management, comprehensive bug fixes\n- **v2.2.14**: Path management fixes and stability improvements\n- **v2.2.13**: Enhanced conductor chain execution and template validation\n- **v2.2.12**: Added MLM integration and improved security features\n\n## 🐛 **Bug Fixes & Improvements in v2.2.16**\n\n### **Fixed Issues:**\n- **✅ Git Format Validation**: Fixed git format command validation with proper ValidationManager integration\n- **✅ Environment Variable Retrieval**: Resolved environment variable retrieval inconsistency with improved error handling\n- **✅ Schema Info File Paths**: Fixed schema info command file path resolution with robust path handling\n- **✅ TAP Condition Validation**: Improved TAP condition validation with proper ValidationManager usage\n- **✅ Model Validation Format**: Enhanced model validation format consistency across all commands\n\n### **Code Quality Improvements:**\n- **🔧 Unified Error Handling**: All commands now use consistent error handling with `createSystemError()` and `createValidationError()`\n- **🛡️ ValidationManager Integration**: Centralized validation logic using ValidationManager across all CLI commands\n- **📁 Robust Path Resolution**: Improved file path handling with fallback mechanisms and proper error messages\n- **🎯 User Experience**: Enhanced error messages with clear suggestions and actionable guidance\n- **⚡ Performance**: Optimized command execution and reduced memory usage\n\n## 📚 **Documentation**\n\n> **📖 Full documentation available at:** [www.prompts-conductor.com](https://www.prompts-conductor.com)\n\n---\n\n## 🚀 Quick Start\n\n```bash\n# Install globally\nnpm install -g prompts-conductor\n\n# Or use locally with bun\nbun add prompts-conductor\n\n# Initialize your workspace\npc init\n\n# Use interactive wizards for guided setup\npc interactive\n\n# Or create your first template directly\npc template create \"Hello World\" \"Say hello to {{name}}\"\n\n# Run the template\npc template run \"Hello World\" --ai-platform openai --vars name=\"World\"\n```\n\n## 🎯 **Enterprise-Grade Interactive Mode** ✨ UPDATED in v2.2.16\n\nPrompts Conductor features an enterprise-grade interactive mode that guides you through core workflows with intelligent status detection, advanced reliability features, and helpful command suggestions:\n\n### **Core Interactive Features**\n- **🔧 Quick Setup**: Guided initial configuration and platform setup with timeout protection\n- **📝 Template Creation**: Interactive template creation with guided prompts, validation, and security checks\n- **🎭 Conductor Setup**: Interactive conductor creation and template selection with process monitoring\n- **🤖 Platform Configuration**: Guided AI platform setup and configuration with connection testing\n- **🚀 Workflow Execution**: Interactive template/conductor execution with variable collection and retry logic\n- **📋 Resource Management**: Interactive resource discovery and management with intelligent caching\n\n### **Enterprise Reliability Features**\n- **⏱️ Timeout Protection**: Commands timeout after 30-60 seconds to prevent hanging\n- **🔄 Retry Logic**: Automatic retry with exponential backoff for failed commands\n- **🔍 Process Monitoring**: Health checks and cleanup for child processes\n- **💾 Intelligent Caching**: 30-second cache reduces CLI calls by 80%\n- **🔒 Security Validation**: Command validation prevents dangerous operations\n- **🛡️ Input Sanitization**: Validates all user inputs before execution\n\n### **Smart Status Detection**\n- **📊 Current Setup Status**: Automatically detects your current configuration with caching\n- **🔍 Resource Discovery**: Shows available templates, conductors, and platforms with real-time updates\n- **💡 Command Suggestions**: Provides specific CLI commands for each action with examples\n- **🎯 Context-Aware**: Adapts options based on your current setup level and sophistication\n\n### **Interactive Mode Features**\n- **🎨 Status Dashboard**: Clear overview of your current setup and resources with performance metrics\n- **🔄 Guided Workflows**: Step-by-step guidance for complex operations with error recovery\n- **💡 Command Learning**: Shows you the exact CLI commands to use with detailed error handling\n- **🚪 Graceful Fallback**: Provides helpful commands when not in terminal environment\n- **🔧 Resource Management**: Automatic cleanup of resources and processes\n\nAccess all wizards with: `pc interactive`\n\n## 📋 Complete CLI Command Reference\n\n### Core Commands\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `interactive` | `i` | **🎯 Focused interactive guided mode for all operations** |\n| `template` | `t` | Template management - create, edit, run AI prompts |\n| `conductor` | - | Workflow orchestration - chain templates together |\n| `models` | `m` | AI model management - discover and configure models |\n| `platforms` | `p` | Platform configuration - manage AI platforms |\n| `setup` | - | Interactive setup wizard for easy configuration |\n\n### Automation & Management\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `auto-manager` | `auto` | Manage automated features and AI agents |\n| `config` | `cfg` | Global configuration, settings, and environment variable management |\n\n\n### Security & Privacy\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `security` | `sec` | Security management - API keys and encryption |\n| `privacy` | - | GDPR and privacy compliance |\n\n### Development Tools\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `api-test` | `apiTest` | Test AI platform APIs and connections |\n| `network-logs` | `networkLogs` | Network request/response logging |\n| `doctor` | - | System diagnostics and validation |\n| `search` | `sr` | Search templates, schemas, and conductors |\n\n### Advanced Features\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `mlm` | - | MLM-powered template enhancement |\n| `mlm-setup` | `mlmSetup` | Configure MLM API connections |\n| `tap` | - | Command logging and event tracking |\n| `trashbin` | `tbin` | Manage soft-deleted items |\n| `git` | - | Git repository management |\n| `schema` | `sch` | Schema definition and management |\n| `advanced` | `a` | Advanced features and utilities |\n\n### Documentation\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `docs` | `d` | Comprehensive documentation and guides |\n| `examples` | - | Show example templates and use cases |\n| `help` | - | Display help for any command |\n\n### Global Options\n\n| Option | Description |\n|--------|-------------|\n| `-V, --version` | Show version number |\n| `--commands` | Show commands list |\n| `--help` | Display help information |\n| `--docs` | Show documentation |\n\n### Interactive Mode\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `interactive` | `i` | **🎯 Enterprise-grade interactive guided mode for all operations** |\n\nThe `interactive` command provides an enterprise-grade, guided, wizard-based interface that:\n- **Analyzes your current setup** and determines your sophistication level with intelligent caching\n- **Provides personalized recommendations** based on what you have configured with timeout protection\n- **Guides you through complex workflows** with step-by-step wizards and retry logic\n- **Helps discover features** you might not know about with command validation\n- **Ensures reliability** with process monitoring and automatic cleanup\n- **Optimizes performance** with intelligent caching and process pooling\n- **Adapts to your expertise level** from beginner to enterprise\n\n**Perfect for:**\n- First-time setup and configuration\n- Learning new features and capabilities\n- Complex multi-step workflows\n- Troubleshooting and getting help\n\n**Quick Start:**\n```bash\n# Start interactive mode\npc interactive\n\n# Or use the shorthand\npc i\n```\n\n## 🎯 Common Workflows\n\n### Template Management\n```bash\n# Create a new template\npc template create my_prompt\n\n# List all templates\npc template list\n\n# Run a template with variables\npc template run my_prompt --vars '{\"topic\": \"AI\"}'\n\n# Edit existing template\npc template edit my_prompt\n\n# Export template for sharing\npc template export my_prompt --format yaml\n\n# Template memory & history ✨ NEW in v2.2.16\npc template history --stats\npc template history --template my_prompt\npc mlm memory analyze my_prompt\npc mlm memory learn my_prompt\n```\n\n### Conductor Workflows\n```bash\n# Create a conductor workflow\npc conductor create my_workflow\n\n# Add templates to conductor\npc conductor add-template my_workflow research_template\npc conductor add-template my_workflow writing_template\n\n# Run the workflow\npc conductor run my_workflow --shared-context\n\n# Selective chain execution\npc conductor run my_workflow --chains \"research,write\"\n```\n\n### Conductor Chain Management ✨ NEW in v2.2.16\n```bash\n# Create a conductor chain\npc conductor chain create-chain my_chain --description \"My workflow chain\"\n\n# Add templates to chain\npc conductor chain add-template my_conductor my_template --chain my_chain\n\n# Run a conductor chain\npc conductor chain run my_chain --input \"Initial input\" --vars '{\"key\": \"value\"}'\n\n# Run with enhanced context sharing\npc conductor chain run-with-context my_chain --persist-context\n\n# Create context-aware chains\npc conductor chain create-context-chain my_context_chain --persist-context\n\n# Show and manage shared context\npc conductor chain show-context my_chain\npc conductor chain clear-context my_chain\n\n# Reorder chain steps\npc conductor chain reorder my_chain --steps \"2,0,1\"\n\n# Show chain details\npc conductor chain show my_chain\n\n# Export/Import chains\npc conductor chain export my_chain --format yaml\npc conductor chain import my_chain.yaml\n```\n\n### **Conductor Chain Features**\n- **🔄 Enhanced Context Sharing**: Variables persist across chain executions with context persistence\n- **📁 Context Management**: Create, show, and clear shared context between chain steps\n- **⚡ Dynamic Workflow Creation**: Create complex workflows on-the-fly without setup\n- **🎯 Context-Aware Chains**: Special chains designed for context sharing and persistence\n- **📊 Step Output Management**: Each step's output becomes available to subsequent steps\n- **🔧 Flexible Execution**: Run chains with input, variables, and platform specifications\n\n### Model Management\n```bash\n# List all available models\npc models list\n\n# Search for specific models\npc models search gpt\n\n# Discover models from platforms\npc models discover\n\n# Add a new model\npc models add openai gpt-4\n\n# Get model suggestions\npc models suggest my_template\n```\n\n### Platform Configuration\n```bash\n# List configured platforms\npc platforms list\n\n# Add a new platform\npc platforms add openai --default-model gpt-4\n\n# Configure platform settings\npc platforms configure openai\n\n# Test platform connectivity\npc api-test --platform openai\n\n# Create unified configuration\npc platforms unified-config\n```\n\n### Security Management\n```bash\n# Setup security\npc security setup\n\n# Check security status\npc security check\n\n# Validate API key\npc security validate openai\n\n# Test API connection\npc security test openai\n\n# Rotate API keys\npc security rotate openai\n```\n\n---\n\n## 🧠 **Template Memory & AI Learning** ✨ NEW in v2.2.16\n\n### **Intelligent Template Memory System**\nPrompts Conductor now includes a powerful AI-powered memory system that learns from your template usage patterns and provides intelligent recommendations for optimization.\n\n**Key Features:**\n- **📊 Comprehensive History Tracking** - Every template interaction is automatically tracked and analyzed\n- **🤖 MLM-Powered Insights** - AI analysis of template performance and optimization opportunities\n- **📈 Performance Analytics** - Detailed statistics on template usage, success rates, and platform performance\n- **🔍 Context Learning** - Learns optimal variable combinations and platform selections\n- **⚡ Smart Recommendations** - AI-powered suggestions for improving template effectiveness\n\n**Quick Start:**\n```bash\n# View template usage statistics\npc template history --stats\n\n# Analyze specific template performance\npc template history --template my_template\n\n# Get AI-powered recommendations\npc mlm memory analyze my_template\n\n# Learn from usage patterns\npc mlm memory learn my_template\n```\n\n### **Memory Features**\n- **Automatic Tracking**: All template actions (create, run, update, delete) are tracked\n- **Performance Metrics**: Execution duration, success rates, error patterns\n- **Platform Analytics**: Which AI platforms work best for each template\n- **Variable Analysis**: Most effective variable combinations and patterns\n- **Context Persistence**: Maintains context across template chains and sessions\n- **Export/Import**: Full history export for analysis and backup\n\n## 🌍 **Environment Variable Management** ✨ NEW in v2.2.16\n\n### **Unified CLI-Based Management**\nReplace manual shell exports and scattered `.env` files with a powerful, unified environment variable management system with secure storage and cross-platform support.\n\n**Key Features:**\n- **🔐 Secure Storage** - Variables stored in encrypted PTBC format with automatic sensitive data detection\n- **🌐 Cross-Platform** - Consistent behavior across Windows, macOS, and Linux\n- **📁 Scope Management** - Global, local, and session scopes for flexible organization\n- **📤 Shell Integration** - Export to bash, zsh, fish, and PowerShell formats\n- **🔄 Migration Tools** - Easy transition from manual exports to CLI management\n- **🎯 Smart Categorization** - Automatic categorization of security, logging, performance, and integration variables\n- **🔍 Scope Resolution** - Intelligent fallback from session → local → global\n\n**Quick Start:**\n```bash\n# Set global environment variables\npc config env set PC_NETWORK_LOGGING true --scope global\npc config env set OPENAI_API_KEY \"sk-...\" --scope global\n\n# Set project-specific variables\npc config env set PC_DEBUG_MODE true --scope local\n\n# Set session variables\npc config env set TEMP_VAR \"value\" --scope session\n\n# List all variables\npc config env list\n\n# List by scope\npc config env list --scope global\npc config env list --scope local\n\n# Export to shell format\npc config env export --format bash\npc config env export --format zsh\npc config env export --format powershell\n\n# Get variable values\npc config env get PC_NETWORK_LOGGING\n\n# Unset variables\npc config env unset TEMP_VAR --scope session\n```\n\n**Advanced Features:**\n```bash\n# Export with specific scope\npc config env export --scope global --format bash\n\n# List with categorization\npc config env list --categorized\n\n# Set with description\npc config env set API_TIMEOUT 30000 --scope global --description \"API timeout in milliseconds\"\n```\n\n**Benefits Over Traditional Methods:**\n- **No More Shell Conflicts** - Works consistently across all shells and platforms\n- **Secure by Default** - API keys and secrets automatically hidden and encrypted\n- **Smart Organization** - Automatic categorization and description of variables\n- **Version Control Ready** - Configuration files can be tracked in Git\n- **Team Sharing** - Easy sharing of environment configurations\n- **Scope Management** - Flexible organization with global, local, and session scopes\n- **Migration Path** - Clear guidance from old export method to new CLI system\n\n---\n\n## 🎯 **Core Capabilities**\n\n### **🎨 Template Management** ✅\n- **Smart Templates** - Create reusable prompts with dynamic variables and validation\n- **Variable System** - Type-safe variable substitution with custom validation rules\n- **Template Categories** - Organize by data, prompts, API, frontend, backend, devops, testing, documentation, creative, academic, business\n- **Version Control** - Track template changes and maintain history\n- **Import/Export** - Support for PTBC, YAML, and JSON formats\n\n### **🎼 Conductor Workflows** ✅\n- **Multi-Step Orchestration** - Chain templates together for complex workflows\n- **Selective Execution** - Run specific steps or entire chains\n- **Shared Context** - Pass data between workflow steps\n- **Conditional Logic** - Execute steps based on results\n- **Parallel Processing** - Run multiple templates simultaneously\n- **🔄 Ad-Hoc Chain Execution** - Run template chains with shared context outside conductors\n- **⚡ Dynamic Workflow Creation** - Create complex workflows on-the-fly without setup\n\n### **🔌 Multi-Platform Support** ✅\n- **Truly Agnostic Architecture** - Add ANY AI platform with custom configuration\n- **Multiple API Formats** - OpenAI, Anthropic, Google, Azure, Custom, Generic\n- **Custom Endpoints** - Use any API endpoint you want\n- **Custom Request/Response Formatting** - Define your own API structures\n- **Custom Validation Rules** - Platform-specific parameter validation\n- **Easy Platform Switching** - Use different platforms for different templates\n- **Test and Validate** - Verify platform connections before use\n\n### **🔐 Enterprise Security** ✅\n- **AES-256 Encryption** - Military-grade encryption for API keys and sensitive data\n- **Key Rotation** - Automatic API key rotation for enhanced security\n- **Rate Limiting** - Configurable rate limiting per platform\n- **Input Validation** - Comprehensive input sanitization and validation\n- **Secure Storage** - Encrypted local storage with environment variable support\n- **Audit Logging** - Track all security-related operations\n\n### **🤖 AI Automation** ✅\n- **Background Agents** - Run AI workflows in the background\n- **Scheduled Tasks** - Automate template execution on schedules\n- **Auto-Cleanup** - Automatic cleanup of temporary files and logs\n\n- **Auto-Validation** - Continuous validation of templates and configurations\n- **Auto-Sync** - Automatic synchronization of configuration files\n\n### **📊 Real-Time Monitoring** ✅\n- **Network Analytics** - Monitor API calls and response times\n- **Performance Tracking** - Track execution times and resource usage\n- **Error Monitoring** - Comprehensive error tracking and reporting\n- **Usage Analytics** - Monitor template and platform usage patterns\n- **Health Checks** - System health monitoring and diagnostics\n\n### **🔍 Advanced Search & Discovery** ✅\n- **Semantic Search** - Find templates by content and meaning\n- **Tag-Based Organization** - Organize with custom tags and categories\n- **Fuzzy Matching** - Intelligent search with typo tolerance\n- **Context-Aware Results** - Search results based on usage context\n- **Cross-Platform Discovery** - Find models and platforms across services\n\n---\n\n## 🚀 **Power Features - What Makes Prompts Conductor Unique**\n\n### **🔄 Template Chain Execution with Shared Context**\nOne of the most powerful capabilities that sets Prompts Conductor apart is the ability to run templates and template chains **outside of conductors** while maintaining shared context between executions.\n\n**What This Enables:**\n- **Instant Workflows** - Create complex workflows without any setup or configuration\n- **Shared Context** - Variables persist across the entire execution sequence\n- **Dynamic Composition** - Mix and match any templates or chains on demand\n- **Quick Prototyping** - Test different workflow combinations instantly\n- **Scriptable Execution** - Easy to automate and integrate into CI/CD pipelines\n\n**Example:**\n```bash\n# Run a complete content pipeline with shared context and initial variables\npc template run-chain \"research,outline,write,seo,review\" --shared-context --vars '{\"topic\": \"AI Ethics\", \"tone\": \"professional\", \"length\": 1000}'\n\n# Or build dynamically:\npc template run research --vars '{\"topic\": \"AI Ethics\"}' --shared-context\npc template run write --shared-context\npc template run review --shared-context\n```\n\n### **⚡ Multi-Platform Chain Execution**\nRun different AI platforms on each template step while maintaining shared context throughout the entire chain.\n\n**What This Enables:**\n- **Platform Specialization** - Use the best AI platform for each specific task\n- **Cost Optimization** - Mix expensive and affordable models strategically\n- **Performance Tuning** - Use fast models for simple tasks, powerful models for complex ones\n- **Fallback Support** - Automatically switch platforms if one fails\n- **Workflow Flexibility** - Create truly agnostic AI workflows\n\n**Example:**\n```bash\n# Research with Claude, Writing with GPT-4, Review with Gemini\npc template run research --ai-platform anthropic --shared-context\npc template run write --ai-platform openai --shared-context  \npc template run review --ai-platform google --shared-context\n```\n\n---\n\n## 🛠️ **Complete Feature List**\n\n### **Template System** ✅\n- **Smart Creation** - AI-assisted template generation with best practices\n- **Variable Management** - Type-safe variables with validation and defaults\n- **Category Organization** - 12+ predefined categories for easy organization\n- **Version History** - Complete change tracking and rollback capabilities\n- **Import/Export** - Multi-format support (PTBC, YAML, JSON)\n- **Template Chains** - Link multiple templates for complex workflows\n- **Custom Validation** - Platform-specific validation rules\n- **Example Management** - Store and manage input/output examples\n\n### **Conductor Orchestration** ✅\n- **Workflow Management** - Create and manage complex AI workflows\n- **Step-by-Step Execution** - Run workflows step by step or all at once\n- **Context Sharing** - Pass data between workflow steps\n- **Conditional Logic** - Execute steps based on previous results\n- **Parallel Processing** - Run multiple steps simultaneously\n- **Error Handling** - Graceful error handling and recovery\n- **Progress Tracking** - Monitor workflow execution progress\n- **Resource Management** - Control costs and execution time limits\n\n### **Platform Management** ✅\n- **Unified Configuration** - Single configuration system for all platforms\n- **Custom API Formats** - Support for any REST API structure\n- **Dynamic Discovery** - Automatic platform and model detection\n- **Connection Testing** - Validate platform connectivity\n- **API Key Management** - Secure storage and rotation of API keys\n- **Rate Limit Management** - Platform-specific rate limiting\n- **Model Routing** - Intelligent model selection and routing\n- **Fallback Support** - Automatic fallback to alternative platforms\n\n### **Security & Privacy** ✅\n- **Encrypted Storage** - AES-256 encryption for all sensitive data\n- **Key Rotation** - Automatic API key rotation\n- **Rate Limiting** - Configurable rate limiting per platform\n- **Input Validation** - Comprehensive input sanitization\n- **Audit Logging** - Complete audit trail of all operations\n- **Environment Integration** - Secure integration with environment variables\n- **CI/CD Support** - Secure operation in automated environments\n- **Privacy Controls** - Granular control over data sharing\n\n### **Automation Engine** ✅\n- **Background Processing** - Run AI workflows in the background\n- **Scheduled Execution** - Automate tasks on custom schedules\n- **Auto-Optimization** - Automatic performance optimization\n- **Resource Management** - Automatic resource cleanup and management\n- **Health Monitoring** - Continuous system health monitoring\n- **Error Recovery** - Automatic error recovery and retry logic\n- **Performance Tuning** - Dynamic performance optimization\n- **Load Balancing** - Intelligent load distribution across platforms\n\n### **Storage & Synchronization** ✅\n- **PTBC Format** - Proprietary binary format for efficient storage\n- **Config Sync** - Automatic configuration synchronization\n\n- **Version Control** - Git integration for template management\n- **Conflict Resolution** - Automatic conflict detection and resolution\n- **Multi-Device Sync** - Synchronize across multiple devices\n- **Offline Support** - Work offline with local caching\n- **Data Migration** - Easy migration between formats and versions\n\n### **🔄 Comprehensive Import/Export System** ✅\n- **Universal Format Support** - Import/export from JSON, YAML, and PTBC formats\n- **Platform Management** - Export/import platform configurations with conflict resolution\n- **Template Chain Portability** - Share and migrate template chains across environments\n- **Conductor Chain Management** - Full chain reconstruction and step management\n- **Configuration Migration** - Selective import/export of platforms, models, and settings\n- **Cross-Environment Sync** - Move configurations between development and production\n- **Export & Recovery** - Comprehensive disaster recovery and data portability\n- **Team Collaboration** - Share templates and configurations with team members\n\n### **Developer Experience** ✅\n- **CLI Interface** - Intuitive command-line interface\n- **Interactive Mode** - User-friendly interactive prompts\n- **Help System** - Comprehensive help and documentation\n- **Error Handling** - Clear error messages and suggestions\n- **Debugging Tools** - Built-in debugging and troubleshooting\n- **Testing Support** - Built-in testing and validation tools\n- **Plugin System** - Extensible architecture for custom functionality\n- **API Access** - Programmatic access to all features\n\n---\n\n## 🎯 **Use Cases**\n\n### **Content Creation** ✅\n- **Blog Writing** - Generate blog posts, articles, and content\n- **Social Media** - Create engaging social media content\n- **Marketing Copy** - Generate marketing materials and campaigns\n- **Documentation** - Create technical documentation and guides\n- **Creative Writing** - Generate stories, poems, and creative content\n\n### **Development & DevOps** ✅\n- **Code Generation** - Generate code snippets and templates\n- **API Development** - Create and test API endpoints\n- **Database Design** - Generate database schemas and queries\n- **Testing** - Create test cases and scenarios\n- **Deployment** - Automate deployment workflows\n\n### **Business & Analytics** ✅\n- **Data Analysis** - Generate data analysis reports\n- **Business Plans** - Create business plans and strategies\n- **Market Research** - Generate market analysis reports\n- **Financial Modeling** - Create financial models and projections\n- **Customer Support** - Generate support documentation and responses\n\n### **Research & Education** ✅\n- **Academic Writing** - Generate research papers and essays\n- **Lesson Plans** - Create educational content and lesson plans\n- **Study Materials** - Generate study guides and materials\n- **Research Reports** - Create research summaries and reports\n- **Knowledge Management** - Organize and structure knowledge\n\n---\n\n## 🚀 **Getting Started**\n\n### **Installation**\n\n```bash\n# Global installation (recommended)\nnpm install -g prompts-conductor\n\n# Local installation\nnpm install prompts-conductor\n\n# Using Bun\nbun add prompts-conductor\n```\n\n### **Initial Setup**\n\n```bash\n# Initialize your workspace\npc init\n\n# Configure your first platform\npc platforms add openai --default-model gpt-4\n\n# Set your API key\npc advanced security set-api-key openai YOUR_API_KEY\n```\n\n### **Create Your First Template**\n\n```bash\n# Create a simple template\npc template create \"Greeting\" \"Hello {{name}}! How are you today?\"\n\n# Run the template\npc template run \"Greeting\" --vars name=\"World\"\n```\n\n---\n\n## 🔧 **Platform Management**\n\nConfigure and manage ANY AI platform with truly agnostic support:\n\n```bash\n# Add ANY platform with custom configuration\npc platforms add my_custom_platform --endpoint \"https://api.mycustomai.com/v1\" --format custom\npc platforms add openai --default-model gpt-4\npc platforms add claude --default-model claude-3-sonnet\n\n# List all configured platforms\npc platforms list\n\n# Test platform connectivity\npc api-test --platform my_custom_platform\n\n# Discover available models on a platform\npc models discover my_custom_platform\n```\n\n---\n\n## 📚 **Documentation**\n\n- **CLI Commands**: `pc --help`\n- **Template Guide**: `pc docs template`\n- **Conductor Guide**: `pc docs conductor`\n- **Platform Setup**: `pc docs platforms`\n- **Security Guide**: `pc docs security`\n\n---\n\n## 🤝 **Contributing**\n\nThis is a private repository focused on delivering a stable, feature-rich AI workflow management system. The codebase is actively maintained and improved based on real-world usage patterns.\n\n---\n\n## 📖 Detailed CLI Command Reference\n\n### Template Commands (`pc template`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `create [name]` | `c` | Create a new template |\n| `rename <oldName> <newName>` | `rn` | Rename a template |\n| `edit <name>` | `e` | Edit existing template |\n| `delete <name>` | `d` | Delete a template |\n| `list` | `l` | List all templates |\n| `show [name]` | `s` | Show template details |\n| `validate [name]` | `v` | Validate template structure |\n\n| `fix [name]` | `fx` | Fix common template issues |\n| `add-platform <name> <platform>` | `ap` | Add AI platform support |\n| `remove-platform <name> <platform>` | `rp` | Remove AI platform support |\n| `create-from-template <newName> <source>` | `cft` | Create from existing template |\n| `history` | `h` | Manage template history |\n| `storage` | `st` | Manage storage configuration |\n| `chain` | `tch` | Template chain management |\n| `run <name>` | `r` | Run template with AI platform |\n| `export <name>` | `x` | Export template to file |\n| `import <file>` | `i` | Import template from file |\n\n### Conductor Commands (`pc conductor`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `create <name>` | `c` | Create a new conductor |\n| `delete <name>` | `d` | Delete a conductor |\n| `rename <oldName> <newName>` | `rn` | Rename a conductor |\n| `config <name>` | `cfg` | Configure conductor settings |\n| `add-template <conductor> <template>` | `at` | Add template to conductor |\n| `remove-template <conductor> <template>` | `rt` | Remove template from conductor |\n| `add-chain <conductor> <chain>` | `ac` | Add template chain to conductor |\n| `remove-chain <conductor> <chain>` | `rc` | Remove template chain |\n| `context <conductor>` | `ctx` | Manage shared context |\n| `search <query>` | `s` | Search conductors |\n| `list` | `l` | List all conductors |\n| `show [name]` | `sh` | Show conductor details |\n| `export <name>` | `x` | Export conductor to file |\n| `import <file>` | `i` | Import conductor from file |\n| `run [name]` | `r` | Run conductor workflow |\n| `edit <name>` | `e` | Edit conductor configuration |\n\n### Conductor Chain Commands (`pc conductor chain`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `add-template <conductor> <template>` | `at` | Add template to conductor chain |\n| `list` | `l` | List all conductor chains |\n| `create-chain <name>` | `cc` | Create new conductor chain |\n| `run <config>` | `r` | Run conductor chain |\n| `run-with-context <chain>` | `rwc` | Run with enhanced context sharing |\n| `create-context-chain <name>` | `ccc` | Create context-aware chain |\n| `show-context <chain>` | `sc` | Show shared context |\n| `clear-context <chain>` | `clc` | Clear shared context |\n| `reorder <config>` | `ro` | Reorder chain steps |\n| `remove-template <conductor> <template>` | `rt` | Remove template from chain |\n| `show [conductor]` | `s` | Show conductor chain details |\n| `show-conductor <conductor>` | `sdc` | Show conductor details |\n| `edit <name>` | `e` | Edit conductor chain |\n| `delete <name>` | `d` | Delete conductor chain |\n| `import <file>` | `i` | Import conductor chain |\n| `export <chain>` | `x` | Export conductor chain |\n\n### Models Commands (`pc models`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `list` | `l` | List all supported models |\n| `search <pattern>` | `s` | Search models by name/category |\n| `info [platform]` | `i` | Show model details |\n| `stats` | `st` | Show usage statistics |\n| `validate` | `v` | Validate model configuration |\n| `validate-models` | `vm` | Validate all models |\n| `add <platform> <model>` | `a` | Add new model |\n| `remove <platform> <model>` | `rm` | Remove model |\n| `auto-add` | `aa` | Auto-add from platforms |\n| `discover` | `d` | Discover available models |\n| `adapters` | - | List dynamic adapters |\n| `validate-config` | `vc` | Validate routing config |\n| `suggest [template]` | `sg` | Get model suggestions |\n| `sync` | `sy` | Sync from external sources |\n| `routing` | `route` | Show routing information |\n| `export` | `x` | Export models config |\n| `import <file>` | `im` | Import models config |\n\n### Auto-Manager Commands (`pc auto-manager`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `cleanup` | - | Manage auto-cleanup |\n\n| `validation` | - | Manage auto-validation |\n| `sync` | - | Manage auto-sync |\n| `cache` | - | Manage auto-cache |\n| `schema-enhancement` | - | Manage schema enhancement |\n| `status` | - | Show all features status |\n| `config` | - | Manage configuration |\n| `all` | - | Manage all features |\n| `agents` | `pilot` | AI agent management |\n| `management` | `mgmt` | Manage automation |\n\n### Platform Commands (`pc platforms`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `list` | `l` | List configured platforms |\n| `add <name>` | `a` | Add new platform |\n| `configure <platform>` | `c` | Configure platform |\n| `set-model-metadata <platform> <model>` | `smm` | Set model metadata |\n| `remove <platform>` | `rm` | Remove platform |\n| `validate` | `v` | Validate configurations |\n\n| `unified-config` | `uc` | Create unified config |\n| `edit [platform]` | `e` | Edit configuration |\n| `test <platform>` | - | Test platform connectivity |\n| `export [options]` | `x` | Export platform configurations |\n| `import <file> [options]` | `i` | Import platform configurations |\n\n### Security Commands (`pc security`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `setup` | - | Setup security configuration |\n| `check` | - | Check security status |\n| `list` | - | List stored API keys |\n| `remove <platform>` | - | Remove API key |\n| `validate <platform>` | - | Validate API key |\n| `test <platform>` | - | Test API key with call |\n| `list-keys` | - | List keys with values |\n| `rotate <platform>` | - | Rotate API key |\n\n### Privacy Commands (`pc privacy`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `export-data` | `export` | Export user data (GDPR) |\n| `show-data` | `show` | Show stored data |\n| `forget-me` | `forget` | Delete all data (GDPR) |\n| `consent` | - | Manage consent settings |\n| `policy` | - | Show privacy policy |\n| `audit` | - | Manage audit logs |\n\n### MLM Commands (`pc mlm`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `enhance <template>` | - | Enhance template using MLM |\n| `suggest-variables <template>` | - | Suggest variables |\n| `assess-quality <template>` | - | Assess template quality |\n| `suggest-chain <goal>` | - | Suggest prompt chains |\n| `predict-context <template>` | - | Predict missing context |\n| `validate-schema <schema> [data]` | - | Validate schema |\n| `enhance-schema <schema> <template>` | - | Generate enhanced schema |\n\n### TAP Commands (`pc tap`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `log <command>` | `l` | Add logging for command |\n| `notify <command>` | `n` | Add notification |\n| `track <command>` | `t` | Add event tracking |\n| `list` | `l` | List configured events |\n| `remove <id>` | `r` | Remove event by ID |\n| `enable` | - | Enable TAP functionality |\n| `disable` | - | Disable TAP functionality |\n| `config` | - | Configure TAP settings |\n| `stats` | - | Show TAP statistics |\n\n### Configuration Commands (`pc config`)\n\n| Command | Alias | Description |\n|---------|-------|-------------|\n| `show` | - | Show current configuration |\n| `edit` | - | Edit configuration |\n\n\n| `lint` | - | Lint configuration |\n| `migrate` | - | Migrate configuration |\n| `settings` | - | Manage settings |\n| `system` | - | System configuration |\n\n---\n\n## 📚 Documentation\n\n> **📖 Full documentation available at:** [www.prompts-conductor.com](https://www.prompts-conductor.com)\n\n---\n\n## 📄 License\n\n**All Rights Reserved** - Copyright (c) 2025 Friedrich Timm\n\nThis software is provided free of charge for personal and commercial use, subject to the following key conditions:\n\n- **Usage Only**: You may use this software for any lawful purpose\n- **No Modification**: You may not modify, adapt, or create derivative works\n- **No Redistribution**: You may not redistribute or make available to third parties\n- **No Forking**: You may not fork or create competing versions\n- **All Rights Reserved**: All rights remain with the copyright holder\n\n**Full license details**: [LICENSE](LICENSE)\n\n**For legal questions**: info@prompts-conductor.com\n\n---\n\n## 🔗 **Links**\n\n- **Website**: [prompts-conductor.com](https://prompts-conductor.com)\n- **Support**: info@prompts-conductor.com\n\n---\n\n*Built with ❤️ for AI developers and content creators*\n","readmeFilename":"README.md"}