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grahammccain

Chart Library

by grahammccain
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Python
Remote

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    TDQS

    C2.9/5.0

    Scored across 22 tools

    Disambiguation2/5

    Many tools have overlapping purposes (analyze vs cohort, decision_brief vs cohort+context) and deprecated tools (11 of 22) with similar names (cohort_analyze vs cohort) cause confusion. Descriptions help but an agent could easily misselect between analyze and cohort for metrics.

    Naming Consistency3/5

    Active tools use a mix of single-word verbs (analyze, discover) and nouns (cohort, context), but the deprecated tools (e.g., clusters, decompose) break the pattern. The naming is not completely chaotic but lacks a strict verb_noun convention.

    Tool Count2/5

    22 tools is too many for a focused API, especially with 11 deprecated ones that are essentially dead weight. The active set (~11 tools) would be appropriate, but the server includes all deprecated tools, making it noisy and heavy.

    Completeness4/5

    The non-deprecated tools cover the key operations: pattern search, cohort analysis, metrics, narratives, portfolio analysis, and feedback. Minor gaps (e.g., direct bar fetching) but the core domain of chart-based decision support is well covered.

    Maintenance

    ActivitySlowing
    ResponsivenessUnresponsive

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