Files
arcadia-admin/app
jules e4ed05b815 ai: agent hand-off awareness across personas in one conversation
Two related fixes for the "switching agent mid-thread loses context"
issue:

1. LLM-context fix
   The system prompt now includes a PRIOR HAND-OFF block whenever the
   current conversation has been touched by more than one agent. It
   lists the prior personas (name + role) and tells the new agent:
   "Earlier turns were produced by other personas. Read them as
   context, but answer in your own voice as the current persona."
   Without this, switching from Atlas (Operator) to Pythia (Researcher)
   left Pythia answering as if she'd produced Atlas's prior turns.

   Tracked via two-trigger useEffect:
   - On agent change with messages already in the thread, the prior
     agent gets locked into history.
   - On stream finish, the current active agent gets added (it just
     produced a turn).
   Cleared with the conversation.

2. UI-attribution fix
   Each assistant turn now records which agent produced it
   (messageAgents map: index -> Agent). The row signature in
   MessageRow now reads that stamped agent rather than always echoing
   the currently-active one. Switching agents mid-thread no longer
   retroactively re-attributes prior responses.

Both maps are wiped by Clear conversation alongside the live snapshot
and initialLive ref, so a fresh thread starts truly fresh.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-02 20:03:08 +10:00
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