Funnel Calibrator
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TDQS
Scored across 5 tools
Each tool targets a distinct decision stage: listing covered SKUs, measuring observed funnel rates, recalibrating CPL bounds, recommending remedies, and auditing external verdicts. The two diagnostic tools (recommend_next_action and audit_ad_verdict) are clearly separated by whether the decision originated from this server or elsewhere. No overlapping or indistinguishable purposes.
All tools use a consistent snake_case verb_noun pattern (measure_sku_funnel, recalibrate_cpl_bounds, recommend_next_action, audit_ad_verdict, list_covered_skus). The convention is predictable and readable throughout.
Five tools is well-scoped for a specialized funnel calibration server. Each tool earns its place: discovery, measurement, recalibration, diagnosis, and verification. There is no redundancy or thin surface.
The surface covers the full read-only analytics lifecycle from listing SKUs to auditing external decisions, with sensible fallbacks for insufficient data. A minor gap is the absence of a dedicated tool to fetch or compare the current portfolio-wide baseline assumptions, though descriptions imply those are internally available.