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Scored across 6 tools
Each tool serves a distinct purpose: dataset_summary orients, list_filters enumerates valid inputs, find_channels is the primary search, channel_lens provides the inverse view, get_company gives deep company profiles, and search_evidence does keyword-level narrative lookup. There is no functional overlap.
All names are lowercase snake_case, but the pattern is mixed: most tools start with a verb (list, find, get, search), while two are noun phrases (channel_lens, dataset_summary). This is a minor deviation that doesn't harm usability.
Six tools is well-scoped for a specialized GTM research skill. Each tool earns its place and together they cover orientation, discovery, deep dive, and evidence search without redundancy.
The domain is read-only GTM channel analysis. The set covers the full workflow: understand the dataset, know valid filters, find channels, inspect a channel in reverse, get company detail, and search evidence. No critical operations are missing.