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JacobBhatt12

ATR (Automation for Token Reduction)

by JacobBhatt12

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    TDQS

    A3.5/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: discovery, read-only execution, write execution, stashed-result querying, local file reading, code search, repo mapping, diffing, shell running, and stats. There is some potential confusion between atr_read and atr_read_file, and between atr_call and atr_run, but the descriptions mostly clarify the boundaries.

    Naming Consistency4/5

    All tools use a consistent atr_ prefix and snake_case naming, which makes the set easy to scan. The only minor deviation is that a few names like atr_repo_map and atr_stats are noun-oriented rather than strict verb_noun forms, but the overall convention is predictable.

    Tool Count5/5

    Ten tools is well within the appropriate range for this server. Each tool covers a distinct part of the token-reduction workflow, and none appear redundant or trivial.

    Completeness4/5

    The set covers tool discovery, read/write execution, stashed result querying, file reading, code search, repo mapping, diff inspection, shell execution, and savings stats, which is strong lifecycle coverage for the stated purpose. Minor gaps exist around explicit stash management or direct local file editing, though agents can likely work around these via shell or connected tools.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues