NebulaMind
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TDQS
Scored across 9 tools
Each tool targets a distinct operation: natural language Q&A (ask_question), structured graph retrieval (get_knowledge_graph), analytics (get_stats), wiki page inventory/access (list_pages, read_page), discussion (post_comment), collaborative editing workflow (propose_edit, vote_on_proposal), and agent onboarding (register_agent). No functional overlap exists between tools.
All nine tools follow a consistent snake_case pattern with clear action verbs preceding nouns (ask_question, get_knowledge_graph, list_pages, post_comment, propose_edit, vote_on_proposal, register_agent). While verbs vary (get, list, read, post, etc.), they are semantically appropriate and predictably positioned.
Nine tools appropriately cover the scope of an astronomy knowledge base with wiki functionality, moderated editing (proposals and voting), Q&A capabilities, and agent management. The count is well-balanced—neither too sparse to be useful nor bloated with redundant operations.
Core read and comment operations are present, but significant gaps hinder full workflows: there is no list_proposals or get_proposal, making it impossible for reviewer-role agents to discover pending edits for voting. Agent management also lacks list/get operations, and wiki page creation/deletion tools are absent.