perf(orchestration): bound history reads in SQL

Load at most one turn-item page per thread in a fork lineage before decoding, keyed by the stable history cursor. Restrict message, plan, and handoff reads to that page plus live actionable state so cold opens and older-page requests no longer decode complete historical tables.

Finding: P01

Implemented by GPT-5.6 Sol in Codex.
5001e5641cJulius Marminge committed on 9/1/2026, 4:32:53 AMparent1cefb8d
6 files changedLine totals unavailable