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Scored across 29 tools
Most tools target distinct resource-action pairs, e.g., moment capture vs. task management. The main potential confusion is between generate_context_handoff and create_handoff_for_agent, but they produce different output formats (human-readable card vs. LangGraph payload).
Tool names are uniformly snake_case and mostly follow verb_noun (export_timeline, create_task). A few names like context_relevance_score, stats_overview, and recurrent_patterns deviate from the verb-first pattern, but the overall style is consistent and readable.
With 29 tools, the surface is quite large and exceeds the typical well-scoped range. While the broad domain (moments, tasks, actors, handoffs, analytics) somewhat justifies the count, it still feels heavy and likely overwhelming for an agent.
The toolset covers the main lifecycle for moments (capture, search, comment, link, supersede), tasks (create, update, list, assign), and actors (register, list, stats). Minor gaps include lack of delete operations for moments/tasks/actors, but core workflows are functional.