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Overseer converse: hub-owned context assembly from convo_turns #105

Description

@heavygee

Summary

Talk-to / any transport restarts cold because converse is client-history-only. Hub already records convo_turn events; wire a thin context assembler so every converse call hydrates recent turns (budgeted) before the brain runs. Text/voice/XR stay transports.

Scope

  • Hub: assemble messages from recent convo_turns + last operator utterance; char/turn budget
  • GET recent turns for UI hydrate (optional but needed for talk-to continuity)
  • Talk-to panel: load recent on open; do not own durable memory
  • Reuse disposition tombstones via existing query_dispositions (brain) — no new summarize engine

Non-goals

  • Unmute/localStorage chat DB
  • Separate summarize LLM
  • New OverseerThread table

Acceptance

  • Reload /overseer → recent turns visible
  • Second turn after reload still has prior context in the brain call
  • Budget test fails if assembler dumps unbounded history

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    architectureArchitectural / substrate workenhancementNew feature or requestfleet-overseerFleet attention-arbitration architecturemvpPart of the Overseer MVP acceptance bar (Steps 1-4)

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