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    TDQS

    A4.1/5.0

    Scored across 13 tools

    Disambiguation5/5

    Each tool has a clear, distinct purpose. For example, qllm_chat handles single provider calls, qllm_compare compares multiple providers, and qllm_heavy_discuss facilitates multi-perspective discussions. The Claude Code tools are specialized and separate from the general chat and management tools.

    Naming Consistency5/5

    All tools follow a consistent 'qllm_' prefix and snake_case naming convention. They use a verb_noun pattern (e.g., list_models, show_provider, claude_code_run) that makes their function predictable and easy to parse.

    Tool Count5/5

    With 13 tools, the set is well-scoped. It covers chat, comparison, heavy discussion, pipelines, routing, provider management, and Claude Code integration without being excessive or sparse. Each tool addresses a specific need within the domain.

    Completeness5/5

    The tool set comprehensively covers the core operations of a local LLM registry: listing providers and models, calling models in various configurations (single, compare, heavy discuss, pipeline), routing, and Claude Code integration. No obvious gaps are present for the stated purpose.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues