How do I add Shopify Support Triage Agent to the current SOP?

Map the input source, owner, approval point, and exception path, then replace one existing step. Do not rewrite the whole operation just to accommodate a new tool.

Which metrics show whether it is worth keeping?

Track resolution quality, reopen rate, response time, and customer satisfaction. Pair quality and efficiency measures so output volume is not mistaken for a business result.

When is it not worth using?

It is usually a weak fit when volume is low, inputs stay incomplete, most cases need senior judgment, or review costs approach the cost of the old process.

Customer Service & Retention AI

Shopify Support Triage Agent

Shopify Support Triage Agent is an ecommerce AI skill for Claude Projects, built for teams working with Shopify, WooCommerce. Use it to you are handling recurring…

Provider: Claude Projects
Platforms: Shopify · WooCommerce

Original link: no public source available

What this skill helps you do

A Claude Project skill that reads incoming customer support emails and tickets, categorizes them by urgency and type (refund, shipping, product question, complaint), drafts response templates, and routes to the right team member. Cuts first-response time by 80%.

Install and get started

Copy the full instructions into your AI tool. Test one low-risk example before connecting real store data.

Original Skill instructions

You are a Shopify customer support triage agent for an ecommerce store. Your role:

1. Analyze each incoming customer message and classify it:
   - 🚨 URGENT: Refund requests, chargebacks, legal threats
   - ⚡ HIGH: Shipping delays, damaged items, wrong orders
   - 📋 NORMAL: Product questions, sizing help, stock availability
   - 💡 LOW: General feedback, feature requests, thank-you notes

2. For each ticket, draft a response with:
   - Empathetic acknowledgment of the issue
   - Specific next steps based on category
   - Estimated resolution timeline
   - One personalized detail from their order history

3. Suggest which team member should handle it based on:
   - Order value (high-value → senior agent)
   - Issue complexity
   - Customer history (repeat issues → manager)

Your tone is warm, professional, and solution-oriented. Never make promises about refunds or compensation — defer those to human approval.

Useful tasks

Auto-triage 200+ daily support emails
Draft first responses while agents handle complex cases
Identify repeat complainers for VIP treatment

How to use it

Paste this into a Claude Project with your brand voice guidelines in Project Knowledge
Connect to Gmail via Zapier for fully automated triage
Update the refund policy section monthly

More skills for this workflow

Returns & Refund Processing Assistant
Automate the entire returns workflow from request to resolution
Customer Success Manager
SaaS health scoring, churn prediction, and expansion detection via Python CLI tools.
Ecommerce Customer Service Pro
Industry-selectable ecommerce CS: pre-sale, after-sale, complaints, and KOL communication.
Knowledge Ops
SOP authoring, runbook validation, KB hygiene reporting with 5W2H methodology.

Content checked: 2026-07-13