EuConquisto Composer MCP

# 🚨 EuConquisto Composer MCP - Critical Content Generation Failure ## Comprehensive Project Continuation Prompt ### **CRITICAL SITUATION SUMMARY** **Date**: July 4, 2025 **Status**: ❌ **CRITICAL IMPLEMENTATION FAILURE** **Issue**: Intelligent content generation system completely non-functional despite extensive implementation ### **PROBLEM STATEMENT** The EuConquisto Composer MCP was supposed to generate intelligent, topic-specific educational content (photosynthesis lessons with scientific terms like "clorofila", "CO₂", "glicose") but is instead producing generic template content with placeholder variables that only minimally change based on basic topic extraction. **Evidence of Failure**: - All compositions show identical generic content structure - "Sobre" placeholders barely replaced with basic topic words ("Fotossíntese" → "Teste") - Flashcards still contain generic content: "Definição e conceito principal de [topic] aplicado em Ciências" - Quiz questions remain generic: "Qual a principal característica deste conceito?" - No photosynthesis-specific scientific content generated ### **IMPLEMENTATION ANALYSIS** #### ✅ **What Works** - Title generation: "Fotossíntese: Como as Plantas Produzem Alimento" - Basic topic extraction: Extracts "Fotossíntese" from prompts - API composition creation: Successfully saves compositions - Authentication: Dynamic JWT token extraction working #### ❌ **What's Broken** - **Intelligent content generation**: Not executing at all - **Topic-specific content**: Generic templates still being used - **Educational quality**: No scientific terminology or concepts - **Module integration**: Sophisticated AI modules not functioning ### **ROOT CAUSE ANALYSIS** 1. **Module Import Failures**: Sophisticated modules likely failing to load ```javascript // These imports may be failing silently: import { EducationalContentAnalyzer } from './educational-content-analyzer.js'; import { EnhancedNLPWidgetParser } from './enhanced-nlp-widget-parser.js'; import { BrazilianEducationalAnalyzer } from './brazilian-educational-analyzer.js'; ``` 2. **Silent JavaScript Errors**: Runtime errors causing fallback to old system 3. **Method Execution Failure**: Intelligent methods exist but aren't being called 4. **Dependency Issues**: Modules may require unavailable dependencies ### **CURRENT CODEBASE STATUS** #### **Primary File** (Production) - **Location**: `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/dist/browser-automation-api-direct-save-v4.0.3.js` - **Status**: Contains intelligent methods but they're not executing - **Size**: ~900 lines with integrated intelligent content generation methods #### **Available Sophisticated Modules** (Unused) - **EducationalContentAnalyzer**: `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/dist/educational-content-analyzer.js` (604 lines) - **EnhancedNLPWidgetParser**: `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/dist/enhanced-nlp-widget-parser.js` (413 lines) - **BrazilianEducationalAnalyzer**: `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/dist/brazilian-educational-analyzer.js` (241 lines) #### **Generated Test Compositions** 1. **Photosynthesis**: "Fotossíntese: Como as Plantas Produzem Alimento" - Generic content 2. **Sistema Solar**: "Sistema Solar: Nossa Vizinhança Cósmica" - Generic content 3. **Test**: "Teste rápido fotossíntese" - Still generic content (only "Sobre" → "Teste") ### **INTELLIGENT METHODS IMPLEMENTED BUT NOT WORKING** The following sophisticated methods exist in the codebase but are NOT executing: ```javascript // Main intelligent generation method generateIntelligentElements(prompt, subject, gradeLevel) // Topic-specific content methods generateTopicSpecificContent(mainTopic, subject, gradeLevel) generateTopicSpecificFlashcards(mainTopic, subject, prompt) generateTopicSpecificQuizQuestions(mainTopic, subject, prompt) generateTopicSpecificSummary(mainTopic, subject) // Enhanced topic extraction extractEnhancedMainTopic(prompt) // Works partially ``` ### **EXPECTED VS ACTUAL OUTPUT** #### **Expected (Target)** ```json { "text": "A fotossíntese é o processo pelo qual as plantas produzem seu próprio alimento usando luz solar, água e CO₂...", "flashcards": [ {"front": "O que é clorofila?", "back": "Pigmento verde que captura luz solar..."}, {"front": "Produtos da fotossíntese", "back": "Glicose e oxigênio"} ], "quiz": [ {"question": "Onde ocorre a fotossíntese?", "choices": ["Nas folhas", "Nas raízes", "No caule"]}, {"question": "O que absorve CO₂?", "choices": ["As plantas", "Os animais", "O solo"]} ] } ``` #### **Actual (Current Failure)** ```json { "text": "Vamos explorar Teste! Hoje vamos estudar Teste de forma interativa...", "flashcards": [ {"front": "O que é Teste?", "back": "Definição e conceito principal de Teste aplicado em Ciências"}, {"front": "Características Principais", "back": "Lista das características mais importantes"} ], "quiz": [ {"question": "Qual é a característica mais importante de Teste?"} ] } ``` ### **TECHNICAL DEBUGGING REQUIRED** 1. **Module Import Verification**: Check if sophisticated modules load successfully 2. **JavaScript Error Investigation**: Identify runtime errors preventing execution 3. **Method Call Tracing**: Verify intelligent methods are actually being called 4. **Fallback System Analysis**: Understand why system falls back to templates ### **REFERENCE DOCUMENTS** #### **Implementation Documentation** - **Progress Tracking**: `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/docs/implementation/INTELLIGENT-CONTENT-INTEGRATION-PLAN.md` - **Success Report** (Premature): `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/docs/implementation/INTELLIGENT-CONTENT-SUCCESS-REPORT.md` - **Working Backup**: `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/dist/browser-automation-api-direct-save-v4.0.3-BACKUP.js` #### **Content Quality Analysis** - **Original Assessment**: `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/docs/references/content-quality-assessment-session.md` - **Failed Composition Example**: `/Users/ricardokawasaki/Desktop/euconquisto-composer-mcp-poc/docs/references/photosynthesis-class.json` ### **KNOWLEDGE GRAPH REFERENCES** #### **Critical Entities** - **"EuConquisto Composer MCP v4.0.3"** - Contains both success and failure observations - **"Content Generation Pipeline Failure Investigation"** - Current debugging session - **"Ricardo Kawasaki"** - Discovered critical issue requiring investigation #### **Key Relations** - Content Generation Pipeline Failure Investigation → debugs_critical_failure_in → EuConquisto Composer MCP v4.0.3 - Ricardo Kawasaki → discovered_critical_issue_requiring → Content Generation Pipeline Failure Investigation ### **IMMEDIATE ACTION ITEMS** 1. **Debug Module Loading**: Investigate why sophisticated AI modules aren't loading 2. **Trace Method Execution**: Determine why intelligent content generation methods aren't executing 3. **Fix JavaScript Errors**: Identify and resolve runtime errors preventing intelligent generation 4. **Validate Integration**: Ensure sophisticated modules are properly integrated with main composition pipeline ### **SUCCESS CRITERIA FOR RESOLUTION** When the system is working correctly, a photosynthesis lesson should generate: - ✅ **Topic-specific text**: Content about photosynthesis process, not generic "Teste" - ✅ **Scientific flashcards**: Terms like "clorofila", "CO₂", "glicose", "oxigênio" - ✅ **Educational quiz**: Multiple questions about photosynthesis location, process, products - ✅ **Relevant images**: Plant/leaf imagery instead of generic lab equipment - ✅ **Brazilian educational standards**: Portuguese terminology and BNCC compliance ### **CONTEXT FOR CONTINUATION** The user has identified a critical gap between implementation and actual functionality. Despite extensive code implementation that appeared successful, the system is not generating intelligent content. This represents a fundamental failure of the intelligent content generation pipeline that requires immediate technical investigation and resolution. **Priority**: 🚨 **CRITICAL** - System unusable for educational content creation until resolved **Skills Needed**: JavaScript debugging, module system troubleshooting, educational content generation **Outcome Required**: Functional intelligent content generation that produces topic-specific educational material --- **File Version**: v1.0.0 **Date**: July 4, 2025 **Session Continuation Priority**: CRITICAL FAILURE RESOLUTION