A structured execution protocol for echoes in AI systems. It includes a series of echoes designed to optimize, evaluate, and plan processes in conversational AI
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Updated
Oct 12, 2025
A structured execution protocol for echoes in AI systems. It includes a series of echoes designed to optimize, evaluate, and plan processes in conversational AI
Advanced prompt engineering system for dynamic compilation, optimization, and swapping of prompt components (tiles) across multiple LLMs. Features IR-based optimization, token-level validation w/ version tracking. Achieves 28.5% token reduction while maintaining 91%+ quality scores.
Modular prompt management hub with paired Pos/Neg groups, automatic clean concatenation, and a customizable Quick Access sidebar to eliminate prompt spaghetti.
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