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Scored across 15 tools
Each tool has a clearly distinct purpose with no ambiguity. Tools are grouped into session management (e.g., start, archive, list sessions), session interaction (e.g., send message, read messages, wait for idle), and Zen todo management (e.g., create, delete, update, list todos), with no overlap in functionality. The descriptions reinforce these distinct roles, making misselection unlikely.
All tool names follow a consistent 'happy_verb_noun' pattern with snake_case throughout. The naming is predictable and readable, with verbs like list, start, send, read, wait, create, delete, link, set, and update applied consistently to their respective nouns (e.g., sessions, messages, todos). There are no deviations in style or convention.
With 15 tools, the count is well-scoped for the server's purpose of managing Happy AI sessions and Zen todos. Each tool earns its place by covering essential operations such as session lifecycle, interaction, and todo CRUD, without being excessive or sparse. This number supports comprehensive functionality while remaining manageable.
The tool surface provides complete coverage for the domain of Happy AI session and Zen todo management. For sessions, it includes start, archive, list, send messages, read messages, and wait for idle, plus supporting tools for machines and environment sets. For Zen todos, it offers full CRUD operations (create, read, update, delete) and linking to sessions, with no obvious gaps or dead ends in the workflow.