HERO

2026-02-18-shopify-order-triage

One-line value: Use 2026-02-18-shopify-order-triage as an execution-ready playbook, not a note.

When to use: Use this page when you need to execute this workflow in one focused session.

QUICK RESULT

If you only do one thing → complete the first checklist pass and publish one usable draft/output today.

ACTION CHECKLIST

• [ ] Clarify the exact output and success metric before starting.
• [ ] Gather required inputs from one trusted source only.
• [ ] Execute the workflow in sequence without adding side tasks.
• [ ] Run one quality check and fix the highest-risk issue first.
• [ ] Save the final result with a short reuse note.

EXAMPLE / DEMO

Before: Notes are scattered and decisions are unclear.

After: Inputs are structured, steps are executed, and the output is ready to use immediately.

WHY IT WORKS

• Converts vague intent into an explicit sequence.
• Emphasizes shipping one validated result fast.
• Creates repeatability for future runs.

NEXT ACTION

• Run this checklist on one live task now; keep scope to a single measurable outcome.

Source notes (kept for context)

Goal

Handle order issues quickly while keeping fulfillment stable.

The loop

1. Detect: pull exceptions (payment failed, address issues, stock conflict, high-risk).

2. Classify: bucket into 3 lanes:

   • Auto-safe: can be fixed without human review (e.g., formatting).

   • Review-required: needs operator decision (refund vs reship, fraud risk).

   • Escalate: policy/chargeback/legal.

3. Act:

   • Auto-safe → apply fix + note.

   • Review-required → create a short decision card: options + impact.

   • Escalate → freeze the order and route to the owner.

4. Record: store outcome and reason codes (so you can measure top causes).

5. Prevent: every repeated cause becomes a guardrail (validation, template, rule).

QA checks

• No automatic action on high-risk orders.

• Every action produces an audit trail (who/when/what changed).

• A failed step must not continue the pipeline (stop, don't drift).