Intelligent Incident Response and Forensics Toolkit

Design a sophisticated Bash-based incident response framework that provides comprehensive system forensics and threat analysis capabilities. The script must collect and preserve forensic evidence, perform advanced log analysis, detect potential security incidents, and generate detailed investigative reports. Include support for multiple log formats, integration with threat intelligence platforms, and automated evidence preservation mechanisms. Develop a modular architecture for extensible threat detection.