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    TDQS

    A4/5.0

    Scored across 9 tools

    Disambiguation4/5

    Most tools target distinct stages of the obfuscation lifecycle (scan, config, protect, ship, debug), but three tools — check_obfuscation_risks, recommend_tier, and protect_project — all perform project scans, and list_presets vs explain_preset sit close together, creating mild boundary ambiguity.

    Naming Consistency5/5

    Every tool follows a clean verb_noun snake_case pattern (start_pro_trial, list_presets, protect_project, check_delivery, unmap_stack_trace), with no mixed conventions or vague verbs.

    Tool Count5/5

    Nine tools is well-scoped for a Python obfuscation server, with each tool earning its place across the protect-scan-config-verify-ship-debug workflow without redundancy.

    Completeness4/5

    The lifecycle is well covered end-to-end: risk scanning, config generation, protection, delivery checks, stack-trace unmapping, and tier recommendation. Minor gaps exist around Pro license activation (only trial-start guidance) and a standalone obfuscate-without-verify path.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week