documcp

# Memory Workflows and Advanced Features This tutorial covers DocuMCP's memory system and advanced workflow features for intelligent documentation management. ## Overview DocuMCP includes a sophisticated memory system that learns from your documentation patterns and provides intelligent assistance: ### Memory System Features - **Historical Analysis**: Learns from past documentation projects - **User Preferences**: Adapts to your documentation style - **Pattern Recognition**: Identifies successful documentation patterns - **Smart Recommendations**: Provides context-aware suggestions ### Advanced Workflows - **Multi-Project Memory**: Share insights across projects - **Collaborative Learning**: Learn from team documentation patterns - **Automated Optimization**: Continuously improve documentation quality ## Getting Started with Memory ### Initial Setup ```bash # Initialize memory system: "initialize memory system for my documentation workflow" ``` ### Basic Memory Operations ```bash # Store analysis results: "store this analysis in memory for future reference" # Recall similar projects: "find similar projects in my memory" # Update preferences: "update my documentation preferences based on this project" ``` ## Memory System Architecture ### Memory Components 1. **Analysis Memory**: Stores repository analysis results 2. **Recommendation Memory**: Tracks SSG recommendation patterns 3. **Deployment Memory**: Records deployment success patterns 4. **User Preference Memory**: Learns individual preferences ### Memory Storage ```yaml # Memory configuration memory: storage_path: ".documcp/memory" retention_policy: "keep_all" backup_enabled: true compression: true ``` ## Advanced Memory Features ### Contextual Retrieval ```bash # Find relevant memories: "find memories related to TypeScript documentation projects" # Get contextual suggestions: "get suggestions based on my previous documentation patterns" ``` ### Pattern Learning ```bash # Learn from successful deployments: "learn from successful documentation deployments" # Identify patterns: "identify successful documentation patterns in my memory" ``` ### Collaborative Memory ```bash # Share memories with team: "share documentation patterns with my team" # Import team memories: "import documentation patterns from team members" ``` ## Memory Workflow Examples ### Project Analysis Workflow ```bash # Complete analysis with memory integration: "analyze my repository and store results in memory for future reference" ``` This workflow: 1. Analyzes the current repository 2. Compares with similar projects in memory 3. Provides enhanced recommendations 4. Stores results for future reference ### Recommendation Workflow ```bash # Get memory-enhanced recommendations: "recommend SSG based on my memory and current project" ``` This workflow: 1. Retrieves relevant memories 2. Applies learned patterns 3. Provides personalized recommendations 4. Updates memory with results ### Deployment Workflow ```bash # Deploy with memory insights: "deploy documentation using insights from my memory" ``` This workflow: 1. Applies learned deployment patterns 2. Uses successful configuration templates 3. Monitors for known issues 4. Records results for future learning ## Memory Management ### Memory Operations ```bash # List all memories: "list all memories in my system" # Search memories: "search memories for 'React documentation'" # Export memories: "export my documentation memories" # Import memories: "import documentation memories from file" ``` ### Memory Optimization ```bash # Optimize memory storage: "optimize memory storage and remove duplicates" # Clean up old memories: "clean up memories older than 6 months" # Compress memory: "compress memory storage for efficiency" ``` ## Advanced Workflow Patterns ### Multi-Project Memory Sharing ```bash # Set up project memory sharing: "set up memory sharing between my projects" ``` ### Team Collaboration ```bash # Enable team memory sharing: "enable team memory sharing for documentation patterns" ``` ### Automated Learning ```bash # Enable automated learning: "enable automated learning from documentation patterns" ``` ## Memory Analytics ### Memory Insights ```bash # Get memory insights: "provide insights from my documentation memory" ``` ### Success Pattern Analysis ```bash # Analyze success patterns: "analyze successful documentation patterns in my memory" ``` ### Performance Tracking ```bash # Track memory performance: "track performance of memory-enhanced recommendations" ``` ## Troubleshooting Memory Issues ### Common Problems **Problem**: Memory not loading **Solution**: Check memory file permissions and integrity **Problem**: Slow memory operations **Solution**: Optimize memory storage and clean up old data **Problem**: Inconsistent recommendations **Solution**: Review memory data quality and patterns ### Memory Debugging ```bash # Debug memory issues: "debug memory system problems" # Validate memory integrity: "validate memory data integrity" # Reset memory system: "reset memory system to defaults" ``` ## Best Practices ### Memory Management 1. **Regular Backups**: Backup memory data regularly 2. **Quality Control**: Review and clean memory data 3. **Privacy**: Be mindful of sensitive data in memories 4. **Performance**: Monitor memory system performance 5. **Documentation**: Document your memory workflows ### Workflow Optimization 1. **Consistent Patterns**: Use consistent documentation patterns 2. **Regular Updates**: Update memory with new learnings 3. **Team Sharing**: Share successful patterns with team 4. **Continuous Learning**: Enable continuous learning features 5. **Performance Monitoring**: Monitor workflow performance ## Memory System Integration ### With Documentation Tools - **Repository Analysis**: Enhanced with historical data - **SSG Recommendations**: Improved with pattern learning - **Deployment Automation**: Optimized with success patterns - **Content Generation**: Informed by previous content ### With External Systems - **CI/CD Integration**: Memory-aware deployment pipelines - **Analytics Integration**: Memory-enhanced performance tracking - **Team Tools**: Collaborative memory sharing - **Backup Systems**: Automated memory backup ## Advanced Configuration ### Memory Configuration ```yaml # Advanced memory configuration memory: storage: type: "local" path: ".documcp/memory" encryption: true learning: enabled: true auto_update: true pattern_detection: true sharing: team_enabled: false project_sharing: true export_format: "json" ``` ### Performance Tuning ```bash # Tune memory performance: "optimize memory system performance" ``` ## Next Steps - [How-to Guides](../how-to/) - [Reference Documentation](../reference/) - [Architecture Explanation](../explanation/) - [Advanced Configuration](../reference/configuration.md)