EchoCog/echollama

AI Summary: This GitHub issue outlines three primary tasks: integrating identity definitions from a specified markdown file, incorporating 'echoself' as the core orchestration agent, and generating GitHub Copilot instructions for the repository. These tasks are framed within the context of the 'Deep Tree Echo' cognitive architecture, a complex self-evolving system leveraging advanced AI concepts like Echo State Networks and Hypergraph memory, which is integrated into an enhanced Ollama repository.

AI Summary: This GitHub issue outlines a comprehensive initiative to integrate `echoself` as the core orchestration agent and deeply embed a 'deep tree echo identity & persona' throughout the system. It also involves optimizing advanced AI architectures, specifically RWKV-like models for reservoir RNN and ESN functions, to enhance autonomy. Finally, a new 'echochat' feature with shell integration is requested.

AI Summary: This issue describes an ongoing task to integrate core orchestration agent features from the `EchoCog/echodash` repository. It signifies a continuation of efforts to incorporate fundamental capabilities for managing and coordinating system processes.

AI Summary: This GitHub issue outlines the ongoing deep integration of the `echoself` system as a core orchestration agent. It details several completed enhancements, including support for advanced agent types, state management, and tool integration, which establish a foundation for further development. Future plans involve advanced learning capabilities, a monitoring dashboard, performance optimization, and enhanced integration APIs.

AI Summary: This issue tracks the ongoing effort to integrate the external `EchoCog/echoself` project, which serves as a core orchestration agent, into the current system. The goal is to continue this integration, suggesting it's a multi-phase or long-running task.

AI Summary: This issue proposes integrating the `EchoCog/echoself` project to function as the core orchestration agent for the system. This enhancement aims to introduce a new fundamental component responsible for managing and coordinating system operations.