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Rishab-Ghosh

Reviewer Zero

by Rishab-Ghosh
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    TDQS

    A4.2/5.0

    Scored across 7 tools

    Disambiguation4/5

    Each tool targets a distinct operation: searching prior work, single-paper lookup, citation-graph traversal, format checking, reference resolution, quote verification, and full review. The main overlap is that review_paper orchestrates the same steps the atomic tools perform individually, but the descriptions frame the atomic tools as composable primitives, so an agent can tell which to pick.

    Naming Consistency4/5

    check_format, check_citations, verify_quotes, find_prior_work, and review_paper follow a clear verb_noun pattern. The bare nouns 'paper' and 'citations' are the only deviations, and they remain readable and unambiguous.

    Tool Count5/5

    Seven tools is well-scoped for a paper-review assistant, with each tool earning its place: atomic checks, lookup, graph traversal, and one orchestrating full review. No redundant or filler tools.

    Completeness4/5

    The surface covers the core review lifecycle: prior-work search, paper lookup, citation following, format/anonymization checks, reference validation, quote verification, and a full pipeline. Minor gaps exist (e.g. no standalone claim-extraction or title/author search), but agents can work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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