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adithya-1010010

COS-MCP

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    TDQS

    A4.1/5.0

    Scored across 12 tools

    Disambiguation3/5

    Several tools overlap around bus factor and ownership analysis. analyze_repository_ownership, analyze_knowledge_risk, and calculate_bus_factor all deal with bus factor at different scopes (repo, org, team), which could cause misselection. identify_hidden_dependencies and build_ownership_graph also have overlapping purposes in surfacing employee responsibilities, though they differ in focus on hidden vs. comprehensive dependencies.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun snake_case pattern (e.g., analyze_repository_ownership, calculate_bus_factor, generate_transition_plan). The verbs are distinct and descriptive, making the naming predictable and easy to navigate.

    Tool Count5/5

    12 tools is well-scoped for the domain of organizational knowledge, bus factor, and transition planning. Each tool serves a distinct functional need, from data ingestion (sync_github_repository, enrich_employee_profile) to analysis (bus factor, ownership graph) to actionable planning (transition plans, onboarding paths). No tool feels redundant or unnecessary.

    Completeness4/5

    The tool surface covers the core workflow of assessing continuity risk and planning transitions: identify risks (bus factor, hidden dependencies), analyze ownership, find experts, generate transition plans and onboarding paths. Minor gaps include lack of a direct tool to edit or remove organizational knowledge entries, but the existing tools provide sufficient coverage for the primary use case.

    Maintenance

    ActivityStale
    ResponsivenessNo issues