Build a Human-Reviewed Event Workflow

Who it's for

Practitioners who want an email, calendar event, file change, or similar event to initiate helpful personal preparation without silently turning the workflow into autonomous action.

Goal

Give readers a simple, tactical reference pattern for event-triggered personal AI assistance in which every consequential outcome remains in a private review queue and the person decides whether to act.

Core argument

An event can start preparation; it cannot justify unattended authority. A safe Stage 1 event workflow gathers a narrow, permitted input, prepares a reviewable draft or recommendation, and stops for the person. It is an inbox or staging pattern, not a background agent that runs the business.

Decision rule

Keep an event workflow in Stage 1 only if it stops before a consequential action and a person can inspect the relevant source, result, and proposed next step before deciding what happens.

Practical takeaway

A Human-Reviewed Event Workflow reference pattern and launch checklist covering trigger, allowed input, context, private review queue, prohibited actions, confirmation point, disable switch, and escalation conditions.