Implement TUI Analysis Engine and Multi-Objective Orchestration

[brainless]

Summary

Implement the core analysis engine that orchestrates multi-objective analysis workflows within the TUI interface, managing concurrent objectives, chat contexts, and session persistence.

Description

Create the analysis orchestration system that coordinates multiple concurrent analysis objectives, manages chat contexts independently, handles LLM interactions with streaming responses, and integrates with the TUI interface for real-time updates.

Tasks

• Create src/analysis/mod.rs with core analysis abstractions
• Implement src/analysis/objective.rs for individual objective management
• Create src/analysis/coordinator.rs for multi-objective orchestration
• Implement src/analysis/context.rs for analysis context management
• Add src/analysis/engine.rs for main analysis workflow orchestration
• Integrate with TUI for real-time analysis updates and streaming responses
• Add session persistence for objective states and chat contexts
• Implement concurrent analysis execution where possible
• Add analysis result caching and optimization
• Create analysis progress tracking and status updates
• Add analysis workflow error handling and recovery
• Implement analysis result synthesis and formatting
• Add unit tests for all analysis components
• Create integration tests for multi-objective workflows
• Add performance tests for concurrent analysis execution

Acceptance Criteria

• Multiple objectives can run concurrently with independent chat contexts
• Analysis state is properly preserved across TUI sessions
• Real-time updates are displayed in TUI during analysis execution
• LLM interactions support streaming responses in chat interface
• Analysis workflows handle errors gracefully with user-friendly messages
• Objective switching is seamless without losing context
• Analysis results are properly cached and optimized
• Progress tracking provides meaningful status updates
• Comprehensive test coverage for all analysis scenarios
• Performance is acceptable for multiple concurrent objectives

Commands to Check Work

# Build and test analysis engine
cargo build
cargo test analysis::

# Test multi-objective coordination
cargo test coordinator::
cargo test multi_objective

# Test analysis workflows
cargo test workflow::
cargo test objective_management

# Run TUI with multiple objectives
cargo run -- --database test.db
# Then create multiple objectives and verify independent operation

Analysis Components to Implement

• Objective - Individual analysis objective with chat context
• ObjectiveCoordinator - Manages multiple concurrent objectives
• AnalysisContext - Maintains state and history for each objective
• AnalysisEngine - Core orchestration and workflow management
• ProgressTracker - Real-time progress updates for TUI
• ResultSynthesizer - Formats and presents analysis results
• SessionManager - Persists objective states and contexts

Dependencies

• Tokio for async coordination
• TUI integration for real-time updates
• Session management for persistence
• Tool system for analysis execution

🤖 Generated with Claude Code