Backup: Complete agent asset verification before implementation

- operator-brief.py: Decision surface with uncertainty thresholds
- verification-queue.py: Evidence strength routing (was untracked)
- mtp-development.md: MTP development tracking dossier

Prepares for autonomous agent implementation per SOUL.md protocol

profiles/research-agent/vault/dossiers/mtp-development.md

@@ -0,0 +1,35 @@
+# MTP Development — llama-turbo Semantic Analysis Tracking
+
+## Overview
+Tracking development of llama-turbo (llama.cpp Multi-Token Prediction) for 5060Ti 16GB VRAM optimization.
+
+## Current State
+- **Target**: llama.cpp MTP implementation for 5060Ti
+- **Status**: Iteration 2/90 (stuck operation) - May 4th-5th 2026
+- **Last Known**: Session reset after 80+ minutes on iteration 2
+
+## Technical Details
+- **Hardware**: NVIDIA 5060Ti 16GB VRAM
+- **Driver**: 595.58.03
+- **CUDA**: 13.2
+- **Model**: Qwopus3.5-9B-v3-Q8_0.gguf (12.2GB VRAM)
+
+## Progress Log
+
+### Iteration 2 (Stuck)
+- **Start**: May 4th 21:28 UTC
+- **Duration**: 80+ minutes
+- **Status**: Session reset
+- **Notes**: Multi-token prediction algorithm refinement
+
+## Evidence
+- **Source**: GitHub llama.cpp commits
+- **Verification**: Requires semantic analysis of commit diffs
+
+## Next Steps
+1. Resume iteration 2/90 or advance to 3
+2. Verify MTP implementation against 5060Ti constraints
+3. Update SOUL.md with verification results
+
+---
+*Last Updated: 2026-05-05 06:06 UTC*