nash-analyze

What problem does it solve?

It helps users interpret Nash simulation results by converting raw output into human-readable conclusions, Nobel benchmark validation, statistical significance checks, and meaningful visualizations.

Core Features & Use Cases

• Nobel benchmark validation: Verifies whether each environment converges to the equilibrium predicted by Nobel-winning game theory models.
• Statistical validation and interpretation: Assesses convergence quality and what the results imply, including confidence and actionable next steps.
• Visualization and reporting: Generates charts (and can guide Mermaid/HTML-ready structured summaries) so users can quickly understand trends and anomalies.
• Multi-perspective synthesis: Produces a consensus explanation using multiple analysis angles (theory, statistics, practical implications, and a devil’s-advocate review).
• Memory persistence: Stores conclusions and links them to source experiments for cross-session continuity.

Quick Start

Use the nash-analyze skill to validate and visualize the file results.json by interpreting it with Nobel verification and generating chart-ready output.