Scored across 6 tools
The tools have distinct names for different cognitive stages (init, observe, think, judge, memory, route), but without detailed descriptions, the boundary between 'think' and 'judge' could be ambiguous to an agent. Overall, the purposes are mostly distinct.
All tools follow a consistent 'arif_' prefix followed by a single verb or noun, creating a predictable and uniform naming pattern throughout.
Six tools is a well-scoped number for a cognitive agent loop, covering essential functions (initialization, perception, reasoning, decision, memory, routing) without redundancy or bloat.
The set covers a full cognitive cycle from initialization to routing, but lacks an explicit action execution or learning tool, leaving minor gaps that agents might need to work around.