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Assess the quality of KANDy model results by examining generated plots. Use after training a model, running rollouts, or generating comparison plots.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
List all available KANDy systems, baselines, and show current experiment results status.
Generate a comprehensive research report for a KANDy experiment, including discovered equations, metrics, plots, and analysis. Use after an experiment is complete.
Run baseline comparisons (OLS, LASSO, SINDy, PDEFind) against KANDy results for a dynamical system. Use when the user wants to compare KANDy's equation discovery against standard methods.
Run a KANDy experiment on a dynamical system to discover its governing equations. Use when the user wants to train a KAN model, fit equations, or run the full KANDy pipeline on a system.
| name | assess |
| description | Assess the quality of KANDy model results by examining generated plots. Use after training a model, running rollouts, or generating comparison plots. |
| argument-hint | ["system-name"] |
Assess the quality of results for $ARGUMENTS.
!ls results/ 2>/dev/null || echo "No results yet"
Use the model-quality-assessor agent to:
results/$ARGUMENTS/ (or search results/ if the exact directory name differs)