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Scored across 8 tools
Each tool targets a distinct function: data ingestion, listing vs. detailed profiles, aggregate summaries vs. ranked items, trend detection, creator recommendation, and brief generation. No two tools have overlapping purposes; even related tools (recommend vs. generate) are clearly separated.
Most tools follow a clear verb_noun pattern (sync_data, list_creators, get_creator_profile, detect_trending_formats, generate_content_brief). The exception is 'top_performers' which is noun-only, and 'recommend_creators_for_brief' is slightly longer but still verb_noun. Overall consistent and readable, with one minor deviation.
8 tools is within the optimal 3-15 range, covering ingestion, querying, analytics, and recommendation without feeling bloated. Each tool serves a distinct need in the creator analytics domain.
The tool set covers the core workflow: data ingestion, creator browsing/detail, performance analysis, trend detection, and brief generation. Minor gaps exist (e.g., no direct tool for listing campaigns or content items beyond top_performers), but these are edge cases and the main workflow is well-supported.
