Milestone 7 - Enhanced Analysis

Summary

Add comprehensive analysis capabilities: competitive, sentiment, and event/context analysis.

Timeline

Weeks 15-16

Goal

Add comprehensive analysis capabilities by implementing additional analysis plugins and enhancing existing ones. Demonstrate the flexibility of the plugin system by adding new analysis types without core code changes.

Deliverables

Analysis Agent (Plugin Enhancements)

• ✅ Version Management for Plugins:
  • Plugin versions tracked in AnalysisTypeRegistry.version field
  • Plugin code versioning (plugins can have multiple versions in codebase)
  • Plugin configuration versioning (stored in AgentConfig table)
  • Analysis Agent version includes plugin versions in metadata
  • Plugin version information included in analysis outputs
• ✅ New Analysis Plugin - Competitive Analysis:
  • Code location: apps/analysis-agent/src/plugins/competitive/
  • Peer group identification (from Query Strategy entities)
  • Media coverage comparison across competitors
  • Industry trend analysis in media coverage
  • Competitive positioning assessment
  • Registered as new plugin in AnalysisTypeRegistry table
  • Plugin version tracked in registry
• ✅ Enhanced Sentiment Analysis Plugin:
  • Code location: apps/analysis-agent/src/plugins/sentiment/
  • Weighted sentiment calculation
  • Time decay for older news
  • Sentiment trend detection
  • Source credibility weighting
  • Plugin version updated in AnalysisTypeRegistry table
  • Enhanced capabilities reflected in plugin version
• ✅ Enhanced Event/Context Analysis Plugin:
  • Code location: apps/analysis-agent/src/plugins/event/
  • External event identification (natural disasters, political changes, regulatory updates, economic shifts, social movements)
  • Relevance scoring for events
  • Impact assessment (operations, reputation, strategy)
  • Early warning signal detection
  • Opportunity identification
  • Plugin version updated in AnalysisTypeRegistry table
  • Enhanced capabilities reflected in plugin version
• ✅ Cross-Plugin Insight Extraction:
  • Cross-analysis insight identification across all registered plugins
  • Priority scoring for insights
  • AI-powered insight generation
  • Plugin-aware insight aggregation
• ✅ Agent Versioning (continues from previous milestones):
  • Analysis Agent version includes plugin version information
  • All outputs include agentVersion field
  • Plugin versions tracked in analysis metadata

Content Generation Agent (Enhanced)

• ✅ Dynamic section generation for all registered plugins:
  • Automatic section creation for competitive analysis plugin
  • Enhanced sections for updated sentiment and event plugins
  • Section templates for each analysis type
  • Conditional rendering based on available analysis results
• ✅ Better insight presentation:
  • Cross-plugin insight aggregation
  • Priority-based insight ordering
  • Plugin-specific visualization support
• ✅ Improved formatting and structure:
  • Enhanced section templates
  • Better integration of multiple analysis types
  • Responsive layout for dynamic sections

Task Timeline

Limitations (Acceptable for This Milestone)

• Simple peer comparison (no complex industry analysis)
• Basic event identification (no deep impact modeling)
• Event relevance scoring may need refinement
• Plugin system supports basic plugin interface (advanced plugin features in later milestones)

Success Criteria

• ✅ Plugin version management system is functional (plugin versions tracked in AnalysisTypeRegistry)
• ✅ Competitive analysis plugin is registered and functional with version tracking
• ✅ All analysis plugins (sentiment, competitive, event) are calculated and stored via Agent Data API
• ✅ Plugin system demonstrates flexibility (new plugin added without core code changes)
• ✅ Plugin versions are included in analysis outputs and agent metadata
• ✅ Peer comparisons are relevant
• ✅ Events are identified accurately with appropriate relevance scores
• ✅ Newsletters dynamically include sections for all registered analysis plugins
• ✅ Insights are actionable and relevant
• ✅ Content generation adapts automatically to available analysis plugins
• ✅ All outputs include agentVersion field with plugin version information

Next Steps

After this milestone, analysis is comprehensive with three registered plugins. The plugin system infrastructure is proven and ready for additional analysis types. Milestone 8 will add quality assurance to validate content before delivery. Milestone 10 will add an Earnings Analysis plugin, further expanding the analysis capabilities.