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Scored across 19 tools
Most tools have distinct purposes (inventory vs list vs models, spawn vs spawn_many, stop vs interrupt vs respawn), and descriptions explicitly cross-reference each other to disambiguate. The only mild overlaps are agent_read with wait_idle versus agent_wait_idle, and agent_send versus bridge_send, but the channel distinction is explained.
Every tool is snake_case with a clear namespace prefix (agent_, bridge_, self_) grouping related operations. The verb_noun pattern is consistent throughout (agent_spawn, agent_read, bridge_send, bridge_status).
19 tools is on the heavier side but each covers a genuine operation across session lifecycle, bridge messaging, and self-management. Nothing is obviously redundant, though it sits near the upper bound for comfortable scoping.
The session lifecycle is well covered (inventory, list, spawn, read, send, interrupt, stop, resume, respawn, set_model, wait_idle, limits, transcript) plus a bridge channel and self-restart. Minor gaps like session cleanup or bulk stop exist, but core workflows have no dead ends.