Enhanced Default Behavior: Intelligent Media Management Assistant

[fxstein]

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