Most tools target distinct resources (chats, agents, contacts, webhooks), but get_chats and skill_active_chats overlap in purpose (both deal with active chats), and get_agents and skill_agent_stats have overlapping focus on agents. The 'skill_' tools appear to provide summaries that could be confused with the base getter tools, though descriptions help differentiate them.

The majority of tools follow a consistent verb_noun pattern (get_chats, create_contact, send_message, etc.). However, two tools have a 'skill_' prefix (skill_active_chats, skill_agent_stats), which deviates from the established pattern and introduces a mixed convention.

With 11 tools, the set is well-scoped for a JivoSite integration. Each tool serves a clear purpose in managing chats, contacts, agents, and webhooks, fitting comfortably within the typical 3-15 range without feeling sparse or bloated.

The surface covers core operations: listing and messaging chats, managing contacts (get/create but no update/delete), retrieving agents, and CRUD for webhooks (get/create/delete but no update). Minor gaps exist (e.g., no chat close/assign, no contact update) but agents can likely work around them for common workflows.