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    quality
    A
    maintenance
    Exposes six tools over stdio that trim noisy command output, maintain capped state cards and rolling notes, and produce fixed-budget working-memory packs with reversible phrase compression, keeping per-turn context cost constant regardless of conversation length.
    MIT