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* refactor(usage): remove the unconsumed per-agent USAGE_UPDATE event USAGE_UPDATE was published per active agent each sweep, bridged, and broadcast to /ws/system, but no panel client ever consumed it — the dashboard reads only the aggregate USAGE_SNAPSHOT. Every emission was wasted event-bus and WebSocket traffic. Drop the UsageUpdate payload, publish_usage_update and its throttle, the EventType member, and the bridge subscription. Keep USAGE_SNAPSHOT, which already carries the per-agent breakdown, so no live data is lost. * refactor(prompter): remove the legacy local-LLM HTTP endpoints The panel uses only the live SDK-intake path (/prompter/live/*); the legacy /prompter/chat, /draft and /sessions/* endpoints — backed by the local Ollama LLM with hardcoded prompts — had no remaining caller. Remove the router, its mount in app.py, and its integration test. The live router and the shared draft-confirmation service are untouched. * refactor(prompter): drop the dead legacy local-LLM service + schemas With the legacy HTTP endpoints gone, the local-LLM chat/draft/session methods, their prompt constants, the ConfirmOverrides/TurnResult dataclasses, and the entire prompter schema module had no production caller (only their own tests). Remove them, keeping the live-intake path: create_task_from_draft / confirm_live_draft, the enum/priority/team coercion, and the pure description/readiness helpers. * refactor(agents): stop granting the Task sub-agent tool to roles Every agent role was granted the built-in Task tool, but no role prompt or workflow uses it and there are no custom sub-agent definitions — so a Task call only spawns a context-blind generic sub-agent that burns budget (ToolSearch, the comment's stated use, is MCP-only and not callable in agent containers). Drop Task from all three grant points in lockstep: the --tools spawn flag and both _ROLE_BUILTIN_TOOLS maps (system-prompt + briefing layers), with a regression guard added to each layer's test. --------- Co-authored-by: Renn F <rennf93@users.noreply.github.com>