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Artifact; Bind; Constraints and runtime B2B Playbook working file. Read AI workflow first. Fill before you build. Delete teaching notes. Do not paste a third-party architect worksheet as the live SOP. Copyright © 2026 Ivan Xu. Private operating copy permitted. See LICENSE.

Artifact

  • Final thing this produces:
  • Why a good one is good:
  • What must not be lost:
  • Deployment: one-off / personal repeatable / shared module:

Bind

  • Use case:
  • Human role:
  • AI role:
  • Success:
  • Unacceptable failure:

Constraints and runtime

  • Hard constraints:
  • Guaranteed inputs:
  • Optional inputs:
  • Forbidden assumptions:
  • Allowed tools / sources:

Failure profile

  • Likely shortcut:
  • Fake-success risk:
  • Highest-cost wrong answer:

Stages

Attack

  • How we tried to break it:
  • Fixes:

Before any send

  • Assignment:
  • Permitted action space:
  • Escalation:
  • Output format:
  • Human approval required (yes/no):

Decision

  • Finalize / simplify / roll back: