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Scored across 37 tools
Most tools target distinct resources and actions, but a few pairs overlap significantly: get_campaign and read_campaign_config both appear to read campaign configuration, and track_application's update mode can be confused with update_profile. Descriptions help clarify most boundaries, but the large surface still creates some ambiguity.
Naming is mostly snake_case and readable, but conventions are mixed: retrieval uses get_, read_, and show_ inconsistently (get_campaign vs read_campaign_config, show_application vs read_profile), and several tools use bare nouns or verbs (ownership, doctor, repair, prepare, init).
37 tools is excessive for a job-hunting organizer, far beyond the well-scoped 3–15 range. Many tools are granular read/generate pairs, and the count suggests feature sprawl rather than a tightly scoped interface.
The surface covers a wide lifecycle: campaigns, applications, profiles, interviews, prep, retros, cover letters, Q&A, stats, knowledge base, config, logs, and diagnostics. Minor gaps exist (e.g., no interview deletion or explicit campaign config update), but core workflows are well supported.