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Scored across 4 tools
Each tool has a distinct role: fingerprint checks identity without a trial, evaluate records evidence, ledger_stats summarizes behavior, and gate re-judges existing trials. The only mild overlap is between evaluate and gate, both of which return family-adjusted verdicts, but their preconditions and use cases are clearly separated.
All names are lowercase snake_case and readable, but they mix noun-style names (fingerprint, gate, ledger_stats) with a verb (evaluate). There is no single predictable verb_noun or noun pattern throughout.
Four tools is well-scoped for a focused factor-research ledger. Each tool covers a distinct part of the workflow and none feels redundant or excessive.
The core lifecycle is covered: identify a factor, evaluate and record it, inspect ledger health, and re-judge recorded trials. Minor gaps exist around listing or retrieving individual trials and explicit import/export operations, though these may be intentionally outside the server's scope.