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    TDQS

    A3.7/5.0

    Scored across 14 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: notebook lifecycle, paragraph lifecycle, execution control, interpreter restart, and authentication. Descriptions clarify boundaries (e.g., get_notebook vs get_paragraph). No overlap or ambiguity.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern with underscores (e.g., create_notebook, delete_paragraph, run_all_paragraphs). The only slight deviation is zeppelin_login, but it still fits the pattern of action_resource. Naming is uniform and predictable.

    Tool Count5/5

    14 tools provide a well-scoped surface for managing Zeppelin notebooks. It covers CRUD for notebooks and paragraphs, execution commands, interpreter restart, and authentication—neither too sparse nor excessive for the domain.

    Completeness4/5

    The toolset covers core notebook and paragraph operations, execution, and interpreter management. Minor gaps include no logout, no interpreter listing, and no notebook import/export, but the set is sufficient for typical agent interactions with Zeppelin.

    Maintenance

    ActivityStale
    ResponsivenessNo issues