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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.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
| 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)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.