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servicehawk-ad-intel

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    TDQS

    A3.7/5.0

    Scored across 7 tools

    Disambiguation4/5

    Each tool targets a distinct step in the ad research workflow: generating variants, building search URLs, capturing pages, scoring/recording patterns, listing, and summarizing. The only mild overlap is between generate_servicehawk_variants and summarize_winning_patterns, but their inputs and outputs are clearly different enough.

    Naming Consistency5/5

    All tool names follow a predictable snake_case verb_noun pattern: generate_, build_, capture_, record_, score_, list_, summarize_. This makes the tool set easy to navigate and mentally model.

    Tool Count5/5

    Seven tools is well-scoped for an ad intelligence server, covering generation, capture, evaluation, storage, retrieval, and synthesis without unnecessary duplication. Each tool earns its place in the workflow.

    Completeness4/5

    The core ad-research lifecycle is covered: capture, score, record, list, and summarize. The main gap is the lack of update/delete operations for stored swipes, but agents can still complete the primary workflow without them.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues