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Bridge scheduler handoff context with memory system #679

@cloga

Description

@cloga

Integrate scheduler checkpoint/handoff/yield state with the existing memory/prompt system so scheduler-owned work feels like native chat context.

Scope:

  • Build bounded scheduler context packets from task_events
  • Inject inherited scheduler context into scheduler-dispatched worker prompts
  • Add master resume context API
  • Add explicit memory promotion path without automatic memory pollution
  • Add tests for prompt injection, bounded context, no automatic memory writes, MCP schemas, and HTTP contracts

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