[P2] Sprint 3.1: Implement Constitutional Workflows with Prefect

[ariffazil]

Objective

Orchestrate L3 workflows using Prefect for state persistence and observability.

Repository

https://github.com/PrefectHQ/prefect

Effort

3 days

Subtasks

• Install Prefect: pip install prefect
• Map 6 canonical workflows to Prefect Flows:
  • 000_SESSION_INIT
  • 111_AGI_SENSE
  • 222_AGI_THINK
  • 444_ASI_ALIGN
  • 777_FORGE
  • 888_COMMIT
• Create @flow decorators for each
• Add state persistence hooks
• Implement error handling (F5 Peace²)
• Wire flow logs to VAULT-999
• Add constitutional checkpointing

Acceptance Criteria

• All 6 workflows as Prefect flows
• State persistence across runs
• Observable execution logs
• Audit trail to VAULT-999

Blockers

Depends on #167 (AutoGen integration)

Related

See INTEGRATION_MASTERPLAN.md

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