Technical References
Research materials, background papers, and technical documentation that inform the Socratic Shell design.
Memory System Research
- Designing Memory Banks - Core design analysis and relevance scoring
- Human Memory Architectural Insights - Biological memory principles for AI systems
AI-Human Collaboration Research
- AI-Human Collaboration Nuggets Guide - Practical collaboration patterns
- CLI Tool Prompting Patterns - Command-line interaction design
- Discovery Spiral - Iterative exploration methodology
Academic Papers
- [Constitutional AI](Constitutional AI.pdf) - Foundational work on AI alignment and safety
- Hermeneutics: From Textual Explication to Computer Understanding - Understanding and interpretation in AI systems
Technical Implementation
- Terminal Emulation Research (Python) - Python terminal handling investigation
- Terminal Emulation Research (Other Languages) - Cross-language terminal solutions
Purpose
These references provide the theoretical foundation and practical insights that guide system design decisions. They represent the research base from which collaboration patterns and memory architectures are derived.