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loommux

by MichengLiang
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    TDQS

    A3.9/5.0

    Scored across 8 tools

    Disambiguation3/5

    Most tools are clearly distinct (run_cell, wait, interrupt, restart, read_output, search_output), but execution_status and status overlap heavily — both report status about the kernel/executions, with fuzzy boundaries that force the agent to reason about which one answers its question. The verbose descriptions help clarify but don't fully resolve this confusion.

    Naming Consistency4/5

    All tools use snake_case and a readable action-oriented convention (run_cell, read_output, search_output, interrupt, restart, wait). The main deviation is the pair 'status' vs 'execution_status', where one is a bare noun and the other a noun_noun compound, creating slight inconsistency.

    Tool Count5/5

    Eight tools is well-scoped for a persistent IPython kernel session manager, covering execution, waiting, output inspection, search, interrupt, restart, and status without bloat. Each tool earns its place in the workflow.

    Completeness4/5

    The execution lifecycle is well covered (submit, wait, read, search, interrupt, status, restart). However, kernel lifecycle operations mentioned in the docs — create/attach, rename, list kernels, and recycle/kill — are exposed only via the Python loommux object, not as tools, leaving gaps an agent must work around through run_cell code.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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