QRUCIBLE

v3.0

Universal AI Copilot for Science & Engineering

Quantum Reasoning and Unified Computational Intelligence for Breakthrough-Level Engineering

One Copilot. Every Frontier.

Qrucible's universal taxonomy adapts to any science or engineering domain. Plug in an industry segment, register domain-specific tools, and deploy.

QRUCIBLE
Nuclear Fusion 6 tools · Tokamak, Stellarator, ICF
Aerospace Materials, Propulsion, Thermal
Semiconductors Process, Yield, Defect Analysis
Biotech Molecular, Genomics, Protein
Energy Storage Battery, Thermal, Grid
Quantum Computing Qubit, Error Correction, Topology
qrucible-cli — nuclear_fusion/tokamak

Engineered for Discovery

AI-Driven Analysis

Domain-specific LLM orchestration with tool-augmented reasoning for complex engineering problems across any discipline.

Pluggable Tool Registry

Register domain-specific tools per industry segment — from TBR estimators in fusion to yield analyzers in semiconductors. Each segment brings its own toolkit.

Lifecycle Intelligence

Full prompt lifecycle tracking — from query to tool calls to evaluated responses with complete audit trails and session replay.

RAG Pipeline

pgvector-powered retrieval with domain-specific chunking, reranking, and context injection — adapts its strategy per industry vertical.

Evaluation Framework

Configurable rubric benchmarking with automated scoring across accuracy, safety, and relevance — each segment defines its own rubric.

FORGE Integration

Thin adapter layer for seamless FORGE platform compatibility — independent but fully interoperable via a standardized API bridge.

System Architecture

Query Input Orchestrator Router Tool Registry LLM Engine Response Output RAG Pipeline Evaluation Framework Audit Log Supabase Storage

Ready to Engineer the Future?

Enter QRUCIBLE
Query Interface · Pipeline Builder · Tool Registry