rnrk/failurescope repository overview

⁠FailureScope

Discovery engine for aircraft failure cascade analysis.

⁠Requirements

• Docker
• Ollama running on host with mistral:7b pulled

⁠Quick Start

ollama pull mistral:7b
ollama serve

docker run -p 8080:80 \
  --add-host=host.docker.internal:host-gateway \
  -v /opt/failurescope_data:/opt/failurescope_data:ro \
  rnrk/failurescope:latest

Open http://localhost:8080⁠

⁠What it does

Runs 5 sequential layers: NLP parsing → constraint graph → physics simulation → XGBoost + Transformer ML inference → NTSB validation. 14 validated failure modes, 21,761 NTSB records cross-referenced.

Source: https://github.com/Rohnnam/failurescope⁠