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Scored across 10 tools
Each tool targets a distinct stage or artifact in the positioning workflow: scenario discovery, venue metadata, engine config, simulation, replay, diagnostics, plotting, filter comparison, regression, and A/B testing. The closest pairs (simulate_scenario vs run_replay and compare_filters vs ab_test) are explicitly differentiated in their descriptions by input type and comparison scope.
All names use snake_case consistently and are readable. Most are verb_noun or clear action phrases, but a few noun phrases such as engine_config, error_breakdown, and ab_test deviate from a strict verb_noun pattern.
Ten tools is well within the expected range for a simulation and analysis server. Each tool covers a meaningful workflow step and none appears redundant or trivial.
The surface covers the core workflow well: discover scenarios and venues, simulate or replay, diagnose errors, visualize, compare filters/configs, and run regression checks. Minor gaps exist around explicit scenario/trace management or historical run listing, but these are not blocking for the stated analysis purpose.
