| 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]
