tushell

Fractal Agent Runtime (FAR) Integration

Purpose

This document outlines the integration of the Fractal Agent Runtime (FAR) and LESR Visual Hooks into the tushell CLI toolset.

Overview

The Fractal Agent Runtime (FAR) is designed to load agent arc manifests from lattice and bind operational hooks. This integration aims to create a baseline CLI agent runtime fully compatible with recursive agent protocols and memory orchestration.

Components to Integrate

FAR (Fractal Agent Runtime): Load agent arc manifests from lattice and bind operational hooks.
LESR (Live Echo Session Renderer): Add CLI commands to replay Langfuse traces with glyph overlay and echo feedback.
MM.deltas: Real-time visual and log-layer integration with EchoMuse for narrative drift awareness.

CLI Extensions

tushellcli.py:
- mia-status: Bind emotional mod feedback.
- draw-memory-graph: Include delta overlays.
- lesr-replay <traceId>: Stream trace with echo session glyphs.

Lattice Sources

Outcome

Create a baseline CLI agent runtime fully compatible with recursive agent protocols and memory orchestration.

CLI Enhancements

Extend draw-memory-graph, mia-status, and emit_live_reports with bindings from:
- fractalstone_protocol
- redstone_protocol
- EchoMuse glyph emitters

Suggested Additions

Implement CoEditConflict.resolve() and format_all_this_crap() as internal debugging or resolution helpers.
Refactor CLI to scaffold around Fractal Agent Runtime (FAR).

Reference

See lattice:FAR and lattice:Jordan.Arc for anchor logic.

Integration Confirmation

The integration of FAR into the CLI has been successfully completed. The mia-status, draw-memory-graph, and lesr-replay commands have been updated to include bindings from fractalstone_protocol, redstone_protocol, and EchoMuse glyph emitters. The emit_live_reports function has also been updated to include these bindings. The fetch_redstone_data, fetch_echonode_data, and fetch_echonode_data_optimized functions now use EH_TOKEN for authentication.