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feat: implement AgentStateRepository for runtime state persistence #261

@Aureliolo

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@Aureliolo

Summary

Agent runtime state is not persisted. An AgentStateRepository is planned for persisting agent execution state (enabling checkpoint recovery and cross-restart continuity).

Design Spec Reference

  • §7.6 Entities Persisted table — Agent runtime state row (planned M7)

Scope

  • AgentStateRepository protocol definition
  • SQLite implementation
  • Queries: by agent_id, active agents
  • Integration with checkpoint recovery strategy (separate issue)

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    prio:mediumShould do, but not blockingscope:medium1-3 days of workspec:agent-systemDESIGN_SPEC Section 3 - Agent Systemspec:task-workflowDESIGN_SPEC Section 6 - Task & Workflow Enginetype:featureNew feature implementation

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