EuConquisto Composer MCP

# Session Continuation Document - July 8, 2025 ## 🎯 **Current Status: TRUE CLAUDE-NATIVE IMPLEMENTATION CREATED** ### **What Was Accomplished** - ✅ **Identified the real problem**: Previous "intelligent" modules were template-based with keyword substitution - ✅ **Understood the requirement**: Leverage Claude's natural content generation and widget selection abilities - ✅ **Created new implementation**: `claude-native-mcp-server.ts` that truly uses Claude's capabilities - ✅ **Eliminated templates and regex**: No more fixed patterns or repetitive content ### **The Core Issue Discovered** The previous implementations had **template-based content generation**: - 90% of content was identical across lessons - Only keywords were replaced ("Vamos estudar ${topic}...") - Same widgets in same order regardless of topic - Ignored Claude's sophisticated content generation abilities ## 📁 **New Implementation Files** ### **Primary Server**: `/src/claude-native-mcp-server.ts` **Status**: ✅ **CREATED** - True Claude-native approach - Lets Claude generate full educational content - Lets Claude select appropriate widgets - Maps Claude's output to Composer format - No templates, no regex, no artificial generation ### **Startup Script**: `/start-claude-native.sh` **Status**: ✅ **CREATED** - Ready to run ```bash ./start-claude-native.sh ``` ### **Documentation**: `/docs/session-continuity/claude-native-implementation.md` **Status**: ✅ **CREATED** - Complete implementation guide ## 🏗️ **New Architecture** ### **Claude-Native Workflow** 1. **User prompts Claude**: "Create a 50-minute photosynthesis lesson for 7th grade" 2. **Claude generates complete lesson** with: - Sophisticated, unique content - Appropriate widget selection - Proper educational structure 3. **Claude calls MCP tool**: `save-educational-composition` with the content 4. **MCP server maps to Composer** format (no content generation) 5. **Browser automation saves** to Composer interface ### **Key Difference** ```javascript // ❌ OLD: Template-based text: `Vamos estudar ${topic} de forma interativa...` // Same for every lesson // ✅ NEW: Claude-generated text: Claude's actual content // Unique, sophisticated, topic-specific ``` ## 🛠️ **Available Tools** ### **save-educational-composition** ```typescript { name: 'save-educational-composition', description: 'Save Claude-generated educational composition to EuConquisto Composer', inputSchema: { composition: { title: string, gradeLevel: string, subject: string, duration: number, widgets: Array<{ type: string, // Claude chooses: header, text, video, quiz, etc. content: object, // Claude provides the actual content order: number // Claude determines the sequence }> } } } ``` ### **get-available-widgets** Returns list of available widget types for Claude to choose from ## 📋 **Testing Instructions** ### **1. Start the Server** ```bash cd /Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc ./start-claude-native.sh ``` ### **2. Configure Claude Desktop** Add to MCP settings: ```json { "mcpServers": { "euconquisto-claude-native": { "command": "/path/to/start-claude-native.sh" } } } ``` ### **3. Test with Claude** Ask Claude to create a lesson and watch it: - Generate unique, sophisticated content - Select appropriate widgets - Save directly to Composer ## ✅ **What's Fixed** ### **Content Generation** - ❌ **Before**: Fixed templates with keyword substitution - ✅ **Now**: Claude generates unique content for each lesson ### **Widget Selection** - ❌ **Before**: Same widgets in same order for all lessons - ✅ **Now**: Claude chooses best widgets for each content segment ### **Topic Understanding** - ❌ **Before**: Regex patterns extracting "minutos fotossíntese alunos" - ✅ **Now**: Claude naturally understands the educational context ### **Learning Experience** - ❌ **Before**: 90% identical content across lessons - ✅ **Now**: Rich, varied, topic-specific educational content ## 🚀 **Next Session Steps** 1. **Test the claude-native implementation** - Start server with `./start-claude-native.sh` - Create lessons with various topics - Verify unique content generation 2. **Compare with previous results** - Old: Template-based, repetitive content - New: Claude-generated, sophisticated content 3. **Validate Composer integration** - Ensure compositions save correctly - Verify all widget types work - Check browser automation ## 📊 **Success Criteria** The system should now: 1. **Generate unique content** for each lesson (no templates) 2. **Use Claude's widget selection** (no fixed order) 3. **Create sophisticated lessons** (not keyword substitution) 4. **Save to Composer** with full functionality ## 🔄 **Dependencies Status** - ✅ **JWT Authentication**: Working (`correct-jwt-new.txt`) - ✅ **Browser Automation**: Playwright configured - ✅ **MCP Server**: claude-native-mcp-server.ts created - ✅ **Composer Access**: localStorage injection ready ## 📝 **Important Notes** ### **DO NOT** - Return to template-based content generation - Use regex patterns for topic extraction - Force fixed widget orders - Generate content in the MCP server ### **DO** - Let Claude generate all educational content - Let Claude select appropriate widgets - Use MCP server only for format mapping - Maintain clean separation of concerns --- **Session Status**: ✅ **READY FOR CONTINUATION** **Implementation**: True Claude-native approach (no templates!) **Primary File**: `/src/claude-native-mcp-server.ts` **Startup**: `./start-claude-native.sh` **Architecture**: Claude generates → MCP maps → Browser saves