Tool Catalog

Agentic Cockpit Tools

13 deterministic tools registered in the YieldModel cockpit.

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Board Tools

Tool Description Parameters
find_best_board Find highest-yield board or component count leader. metric (yield or component name), top_n
find_worst_board Find lowest-yield board. bottom_n
rank_boards Rank all boards by yield. limit

Analysis Tools

Tool Description Parameters
get_board_summary Comprehensive board details and statistics. board_id (required)
analyze_component_impact Component-yield correlation analysis. none
compare_boards Compare multiple boards side-by-side. board_ids (list, required)
run_physics_model Physics-based optimization of fault probabilities. max_fault_prob (default 0.05)
find_outliers Boards with yields > 2 standard deviations from mean. threshold (default 2.0)
get_component_statistics Statistics for a specific component type. component (A-N, required)
predict_yield Predict yield for a hypothetical configuration. components (object, required)

Visualization Tools

Tool Description Parameters
visualize_yield_distribution Yield histogram and summary statistics. none

Export + Info Tools

Tool Description Parameters
export_data Export analysis results to CSV or JSON. format (csv/json), filename (required)
show_capabilities Display agent capabilities and available tools. none