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Scored across 6 tools
Each tool maps to a distinct lifecycle stage: starting a session, messaging a running session, messaging an idle/finished one, listing running sessions, listing all sessions, and listing models. pi_reply and pi_send both send messages, but their descriptions clearly separate them by execution state and transport, so an agent should not confuse them.
Tool names are consistently lowercase snake_case with a pi_ prefix, which makes the namespace predictable. The slight inconsistency is that pi is a bare root command, and pi_running/pi_sessions/pi_models are noun-style list commands rather than verb-style names, but the pattern is still easy to follow.
Six tools is well-scoped for a server that manages an external CLI agent. Each tool handles a necessary interaction point—start, continue, interrupt, list live sessions, list historical sessions, and inspect available models—without redundancy or bloat.
The core session lifecycle is covered: create, resume, message mid-run, list running, list all, and check models. There is no explicit cancel/stop tool or read-only session history viewer, but pi_reply can resume any non-running session, so agents are not blocked by the omissions.