LineWhiz
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TDQS
Scored across 10 tools
Each tool has a clearly distinct purpose targeting specific LINE Official Account operations. For example, get_followers retrieves user IDs, get_friend_count provides counts, and send_* tools handle different message delivery methods with clear boundaries. No tools appear to overlap or cause confusion.
All tools follow a consistent verb_noun naming pattern using snake_case throughout. Examples include get_account_info, send_broadcast, and list_rich_menus, with no deviations in style or convention.
With 10 tools, the set is well-scoped for managing a LINE Official Account, covering account info, user data, messaging, and analytics. Each tool earns its place without feeling excessive or insufficient for the domain.
The tools provide strong coverage for core LINE OA workflows, including account management, user profiling, and message sending. A minor gap exists in operations like updating or deleting rich menus, but agents can work around this with the available tools.