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zhiyan-detective

zhiyan-detective

by harveyzhang

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    • A
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      Enables agents and users to extract factual claims from text, URLs, files, or AI answers and judge each against live web sources with confidence, evidence, and citations. It also integrates with MCP-capable clients so claims can be checked before an answer is shown.
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    TDQS

    A3.8/5.0

    Scored across 5 tools

    Disambiguation4/5

    verify_claim and verify_digest overlap in purpose but are clearly separated by single-claim vs. batch (up to 5) scope, and find_work/answer_follow_up are linked but distinct (initial search vs. one allowed follow-up). usage is unmistakably separate. Only minor confusion possible between the two verify tools when a user has a single item that could also go into a digest.

    Naming Consistency4/5

    Names are consistently snake_case and mostly follow verb_noun: verify_claim, verify_digest, find_work, answer_follow_up. The lone exception is usage, a bare noun rather than an action verb, which is a minor stylistic deviation.

    Tool Count5/5

    Five tools is well within the ideal 3-15 range, and each earns its place: single verification, batch verification, discovery search, its follow-up path, and quota inspection. Nothing feels redundant or padded.

    Completeness4/5

    Core workflows are covered: verify one claim, verify a batch and produce a digest, find a work with a bounded follow-up, and check quota. Minor gaps exist—no way to retrieve prior verification results or case history, and find_work has no batch variant—but agents can work around these.