Enhanced Default Behavior: Intelligent Media Management Assistant

## Summary

Transform GoProX from a command-line tool into an intelligent media management assistant with enhanced default behavior, guided first-time setup, and automated processing workflows.

## Requirements

### Phase 1: First-Time Run Experience
- Guided initial setup wizard for new users
- Library configuration and validation
- Processing preferences setup
- SD card detection configuration
- Configuration persistence and backup

### Phase 2: Enhanced Default Behavior
- Smart SD card detection and content analysis
- Automated decision making based on card state
- Batch processing of multiple cards
- Progress reporting and status updates

### Phase 3: Processing Optimization
- Mandatory processing order: Archive → Import → Process → Clean
- Archive-first optimization strategy (20-80% performance improvement)
- Archive integrity verification and lifecycle management
- Parallel processing capabilities

### Phase 4: User Experience
- Guided mode for new users with clear explanations
- Automated mode for experienced users
- Error handling and recovery mechanisms
- Status and progress reporting

### Phase 5: Advanced Features
- Workflow templates and intelligent automation
- Multi-card coordination and conflict avoidance
- Scheduled processing and background monitoring
- Launch agent integration

## Motivation

The current default behavior only provides basic SD card detection and renaming. Users need a more comprehensive, intelligent system that:
- Provides guided setup for new users
- Automatically processes media files
- Optimizes performance through smart caching
- Handles multiple cards efficiently
- Provides clear feedback and error recovery

## Acceptance Criteria

### Foundation
- [ ] First-time setup wizard with configuration validation
- [ ] Enhanced configuration file format with new options
- [ ] Smart SD card detection with content analysis
- [ ] Archive-first optimization implementation

### Core Features
- [ ] Automated processing workflows
- [ ] Batch processing capabilities
- [ ] Progress reporting system
- [ ] Error handling and recovery

### User Experience
- [ ] Guided vs. automated modes
- [ ] Status reporting and progress indicators
- [ ] Clear error messages and recovery suggestions
- [ ] Configuration persistence and validation

### Performance
- [ ] Archive optimization (20-80% speed improvement)
- [ ] Parallel processing of multiple cards
- [ ] Resource utilization optimization
- [ ] Storage management and cleanup

### Testing
- [ ] Comprehensive test suites for all behaviors
- [ ] Performance benchmarking and validation
- [ ] CI/CD integration with automated testing
- [ ] Cross-platform compatibility testing

## Technical Implementation

### New Functions Required
- `_first_time_setup()` - Guided initial configuration
- `_enhanced_sd_card_processing()` - Smart card processing
- `_determine_card_state()` - Content analysis
- `_smart_workflow_selection()` - Decision making
- `_batch_processing()` - Multi-card handling
- `_create_optimized_archive()` - Archive creation with integrity checks
- `_import_from_archive()` - Fast import from local archive
- `_verify_archive_integrity()` - Archive integrity validation
- `_manage_archive_lifecycle()` - Archive retention and cleanup
- `_enforce_processing_order()` - Ensure correct operation sequence

### Configuration Enhancements
- Extended config file format with new options
- User preference management
- Workflow template system
- Archive management settings
- Performance optimization preferences
- Processing order enforcement
- Archive retention policies

### Testing Framework
- 6 dedicated test suites covering all behaviors
- Performance testing and benchmark validation
- CI/CD integration with automated test jobs
- Test reporting structure and quality gates
- Test data management and maintenance strategies

## Reference

This work is based on the comprehensive plan documented in `docs/feature-planning/DEFAULT_BEHAVIOR_PLAN.md`, which provides detailed implementation strategy, technical requirements, and testing framework integration.

The plan includes:
- Current behavior analysis and limitations
- 5-phase enhancement strategy
- Processing order and performance optimization
- Testing framework and CI/CD integration
- Success metrics and migration strategy