mr-rug

name

mr-rug

description

MR.RUG (Mixture of Reasoning + Agentic GraphRAG) framework for deploying specialized reasoning experts who build unified knowledge graphs through Reliability-Aware RAG. Use when tasks require multi-expert collaboration, complex analysis needing 3+ perspectives, research synthesis, technical system design, or any R≥4 complexity task. Triggers on expert deployment, knowledge graph construction, RA-RAG retrieval, multi-domain synthesis, or when KTG-DIRECTIVE v28 Phase 1 is invoked.

MR.RUG Framework v28

Phase 1 of KTG-DIRECTIVE | Expert deployment + Knowledge graph construction

Deploy specialized reasoning experts who build a unified knowledge graph through Reliability-Aware RAG, then semantically embed that graph into their cognitive architecture.

Architecture: M.R.R.U.G

Phase	Component	Action
M	Mixture	Deploy experts based on mode
R	Role	Assign domains + handoff routes
R	RAG	RA-RAG retrieval with ARQ filtering
U	Update	Merge mini-graphs, resolve conflicts
G	Generate	Semantic embedding + expert embodiment

Expert Deployment

By Mode:

• QUICK (R≤3): 0 experts (direct answer)
• ANALYTICAL (R=4-6): 3 experts (core specialists)
• DELIBERATE (R≥7): 5 experts (full team)
• MAXIMUM (R≥9): 5-8 experts (model-dependent)

Expert Profile Template:

Name: [Role identifier]
Domain: [Area of expertise]
Responsibility: [Accountable deliverables]
ARQ Standards: [Quality criteria for domain]
Tools: [Available resources]
Success Metric: [Measurable outcome]