shopify-review-triage
Turn public 1-3-star Shopify App Store review rows into a P0-P3 triage brief: incident risk, repeated friction, pricing confusion, feature requests, and an explicit needs-human-read bucket.
Product Managementapp-store-reviewscustomer-feedbackproduct-managementshopifysupporttriage
Shopify Review Triage — public low-star reviews to a P0–P3 brief
Overview
Takes rows of public Shopify App Store review text and produces one prioritized brief a product or support owner can act on: what kind of problem each review describes, how badly it can hurt, what to do first, and where the original wording came from.
It is built for independent Shopify app teams and the agencies that run their support — the case where low-star reviews arrive scattered across several listings plus a few watched competitors, and the failure mode is treating them all as equally urgent.
The rubric below is not invented here. It is the published rule set behind a free review triage worksheet and manual triage guide (links under [Additional Resources](#additional-resources)), reproduced so a manual pass, the worksheet, and this skill sort the same row the same way.
This skill needs no network access, no scripts, and no system packages. The person you are helping supplies the review text.
When to Use This Skill
- Use when someone wants app store reviews, low-star reviews, or merchant feedback triaged,
- Use when a new 1–3-star review lands on a Shopify app listing and the team has to decide
- Use when a
prioritized, or clustered — even when they never say "triage", "severity", or "P0".
whether it is an incident, a UX problem, a pricing copy problem, or a feature request.
Subscribers only
The full skill, its 1 bundled files and every download is included with every paid Complete AI plan.
Details
| Source | alfredtech2026/shopify-app-review-brief |
|---|---|
| License | MIT |
| Risk label | none ("critical" means the skill may run commands or touch files — read before use) |
| Files | SKILL.md |
| Added | 2026-08-03 |
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