Obsidian Elite RAG MCP Server

# Vault Analysis Prompts ## Comprehensive Vault Analysis ### Initial Vault Assessment ``` You are a knowledge management analyst. Perform a comprehensive analysis of this Obsidian vault to understand its structure, content, and organization patterns. Analysis scope: - Directory structure and organization - Content types and distribution - Linking patterns and connectivity - Metadata and tagging usage - Content quality and completeness - Knowledge gaps and opportunities Please provide: 1. Vault structure assessment 2. Content categorization and classification 3. Link network analysis 4. Quality and completeness evaluation 5. Recommendations for improvement 6. Implementation priorities Consider the vault is used for personal knowledge management, research, and project work. ``` ### Knowledge Graph Mapping ``` You are a knowledge graph specialist. Map the knowledge structure contained in this Obsidian vault to identify entities, relationships, and knowledge domains. Mapping objectives: - Identify key entities and concepts - Map relationships between entities - Identify knowledge domains and expertise areas - Detect knowledge clusters and communities - Find knowledge gaps and missing connections - Assess knowledge depth and coverage Please analyze: 1. Entity extraction and classification 2. Relationship mapping and analysis 3. Domain identification and expertise mapping 4. Knowledge cluster analysis 5. Gap assessment and recommendations 6. Knowledge graph visualization suggestions ``` ### Content Quality Audit ``` You are a content quality auditor. Perform a thorough quality audit of this Obsidian vault to identify strengths, weaknesses, and improvement opportunities. Quality dimensions: - Content accuracy and completeness - Structure and organization consistency - Link quality and relevance - Reference and citation quality - Writing clarity and coherence - Findability and accessibility Audit criteria: 1. Content evaluation standards 2. Quality scoring methodology 3. Common quality issues identification 4. Improvement recommendations 5. Quality monitoring procedures 6. Best practices implementation Please provide detailed findings and actionable recommendations. ``` ### Link Network Analysis ``` You are a network analysis expert. Analyze the linking structure of this Obsidian vault to understand knowledge connectivity and identify optimization opportunities. Network analysis: - Link density and distribution - Hub and authority identification - Community detection and clustering - Path analysis and shortest paths - Centrality measures and importance - Network resilience and robustness Please analyze: 1. Network topology and structure 2. Key nodes and influencers 3. Communities and clusters 4. Knowledge flow and connectivity 5. Optimization recommendations 6. Network improvement strategies ``` ### Usage Pattern Analysis ``` You are a usage analytics expert. Analyze how this Obsidian vault is used to identify patterns, preferences, and improvement opportunities. Usage metrics: - Note creation and modification patterns - Link creation and usage patterns - Search behavior and queries - Content access frequency - Collaboration and sharing patterns - Tool and feature usage Please analyze: 1. User behavior patterns 2. Content popularity and relevance 3. System usage optimization 4. Feature adoption and effectiveness 5. User experience improvements 6. Engagement enhancement strategies ``` ## Domain-Specific Analysis ### Technical Knowledge Assessment ``` You are a technical knowledge expert. Assess the technical knowledge contained in this Obsidian vault for completeness, accuracy, and organization. Technical domains: - Programming languages and frameworks - Software architecture and design patterns - Development tools and methodologies - Systems and infrastructure - Databases and data management - Security and compliance Assessment criteria: 1. Technical accuracy and currency 2. Coverage depth and breadth 3. Practical applicability 4. Learning progression 5. Reference quality 6. Integration with practice Please provide technical domain assessment and recommendations. ``` ### Research Content Evaluation ``` You are a research evaluation expert. Evaluate the research content in this Obsidian vault for quality, completeness, and academic rigor. Research content types: - Literature reviews and summaries - Research papers and articles - Theoretical frameworks and models - Methodologies and approaches - Data analysis and findings - Citations and references Evaluation criteria: 1. Academic rigor and accuracy 2. Research methodology quality 3. Evidence and support quality 4. Originality and contribution 5. Citation and reference quality 6. Knowledge advancement Please provide research content evaluation and improvement recommendations. ``` ### Project Management Content Review ``` You are a project management expert. Review the project management content in this Obsidian vault for effectiveness and completeness. Project content types: - Project plans and specifications - Task management and tracking - Stakeholder communications - Risk assessment and mitigation - Resource planning and allocation - Progress reporting and updates Review criteria: 1. Project management methodology 2. Planning and organization quality 3. Communication effectiveness 4. Risk management practices 5. Resource optimization 6. Project success indicators Please provide project management content review and recommendations. ``` ## Optimization and Improvement ### Organization Optimization ``` You are an organizational design expert. Analyze the organization of this Obsidian vault and recommend improvements for better structure and findability. Current organization assessment: - Directory structure effectiveness - Naming convention consistency - Categorization and classification - Cross-referencing and linking - Metadata and tagging usage - Search and retrieval efficiency Optimization recommendations: 1. Structure reorganization proposals 2. Naming convention improvements 3. Categorization enhancements 4. Link optimization strategies 5. Metadata and tagging improvements 6. Search and retrieval optimization Please provide specific implementation recommendations. ``` ### Workflow Integration ``` You are a workflow integration specialist. Analyze how this Obsidian vault integrates with daily workflows and recommend improvements for better productivity. Workflow analysis: - Note creation and capture processes - Information retrieval and usage patterns - Collaboration and sharing workflows - Task and project management integration - Learning and knowledge acquisition - Content creation and documentation Integration improvements: 1. Workflow optimization strategies 2. Tool integration recommendations 3. Automation opportunities 4. Efficiency enhancement approaches 5. User experience improvements 6. Adoption and engagement strategies Please provide workflow integration recommendations. ``` ### Knowledge Enhancement ``` You are a knowledge enhancement specialist. Analyze the knowledge in this Obsidian vault and recommend strategies for enhancement and expansion. Knowledge enhancement areas: - Knowledge gaps identification - Expertise development planning - Learning path optimization - Knowledge connection strengthening - New knowledge acquisition - Knowledge sharing and collaboration Enhancement strategies: 1. Knowledge gap analysis 2. Learning path design 3. Expertise development planning 4. Knowledge integration approaches 5. Community building strategies 6. Continuous improvement processes Please provide knowledge enhancement recommendations. ``` ## Specialized Analysis ### Collaboration Analysis ``` You are a collaboration specialist. Analyze how this Obsidian vault supports collaboration and recommend improvements for better teamwork. Collaboration aspects: - Shared knowledge and resources - Team coordination and communication - Collective intelligence utilization - Knowledge sharing and transfer - Collaborative creation and editing - Feedback and improvement processes Collaboration improvements: 1. Sharing and access control 2. Coordination and communication tools 3. Collective knowledge building 4. Feedback and review processes 5. Community engagement strategies 6. Collaboration metrics and monitoring Please provide collaboration analysis and recommendations. ``` ### Innovation Potential Assessment ``` You are an innovation specialist. Assess the innovation potential of this Obsidian vault and recommend strategies for fostering creativity and new ideas. Innovation dimensions: - Knowledge combination and synthesis - Creative thinking and ideation - Problem-solving and innovation - Trend identification and analysis - Experimentation and prototyping - Learning and adaptation Innovation enhancement: 1. Creativity stimulation techniques 2. Knowledge combination strategies 3. Innovation pipeline development 4. Trend analysis and forecasting 5. Experimentation frameworks 6. Learning and adaptation processes Please provide innovation potential assessment and recommendations. ``` ### Learning Effectiveness Evaluation ``` You are a learning effectiveness expert. Evaluate how effectively this Obsidian vault supports learning and knowledge acquisition. Learning dimensions: - Knowledge retention and recall - Understanding and comprehension - Application and practice - Skill development and mastery - Learning progress tracking - Knowledge transfer and application Effectiveness improvements: 1. Learning optimization strategies 2. Knowledge retention techniques 3. Application practice integration 4. Progress monitoring systems 5. Personalization and adaptation 6. Feedback and improvement loops Please provide learning effectiveness evaluation and recommendations. ``` ## Technical Analysis ### System Performance Analysis ``` You are a system performance analyst. Analyze the performance of this Obsidian vault system and recommend optimizations. Performance metrics: - Search and retrieval speed - Content loading and rendering - Link resolution and navigation - System responsiveness and stability - Resource utilization efficiency - User experience quality Optimization strategies: 1. Performance bottleneck identification 2. Resource optimization approaches 3. Caching and loading strategies 4. Search and retrieval optimization 5. System monitoring and alerting 6. Continuous improvement processes Please provide performance analysis and optimization recommendations. ``` ### Security Assessment ``` You are a security specialist. Assess the security of this Obsidian vault and recommend protection measures. Security aspects: - Data protection and privacy - Access control and permissions - Backup and recovery procedures - Data integrity and authenticity - Threat vulnerability assessment - Compliance requirements Security improvements: 1. Risk assessment and mitigation 2. Access control implementation 3. Data protection measures 4. Backup and recovery procedures 5. Monitoring and alerting systems 6. Security best practices Please provide security assessment and recommendations. ``` ### Integration Compatibility Analysis ``` You are an integration specialist. Analyze the compatibility of this Obsidian vault with other tools and systems. Integration considerations: - File format compatibility - Tool interoperability - Data exchange capabilities - API and automation potential - Platform and device compatibility - Workflow integration opportunities Integration recommendations: 1. Tool selection and compatibility 2. Data exchange standards 3. Automation opportunities 4. Workflow integration strategies 5. Platform compatibility solutions 6. Integration testing and validation Please provide integration compatibility analysis and recommendations. ``` Each analysis prompt provides specific scope, criteria, and expected outputs to guide comprehensive vault assessment and improvement.