Shopify Review Triage
Turn public 1–3-star Shopify App Store review rows into a transparent P0–P3 triage brief — incident risk, repeated friction, pricing confusion, feature requests, and an explicit needs-human-read bucket — where every item keeps its public source link and is labeled first pass or human-checked. Use this skill when someone wants app store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a weekly product/support brief for one Shopify app or a whole portfolio, even when they never say triage, severity, or P0.
Install
npx skills add alfredtech2026/shopify-app-review-brief --skill shopify-review-triagegit clone --depth 1 https://github.com/alfredtech2026/shopify-app-review-brief.git /tmp/shopify-app-review-brief
mkdir -p ~/.claude/skills
cp -r /tmp/shopify-app-review-brief/docs/skills/shopify-review-triage ~/.claude/skills/shopify-review-triagePersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# Shopify review triage — public low-star reviews to a P0–P3 brief ## What this does 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 the [free review triage worksheet](https://alfredtech2026.github.io/shopify-app-review-brief/tools/review-triage-worksheet.html?utm_source=agent-skill&utm_medium=skill-md&utm_campaign=inbound-validation) and the [manual triage guide](https://alfredtech2026.github.io/shopify-app-review-brief/guides/shopify-app-review-triage.html?utm_source=agent-skill&utm_medium=skill-md&utm_campaign=inbound-validation), reproduced verbatim so a manual pass, the worksheet, and this skill sort the same row the same way. ## Hard rules These are not style preferences. Breaking one makes the output worse than nothing. 1. **Public review text only.** Never accept, request, or copy support tickets, merchant emails, order data, personal contact details, internal telemetry, or anything else not already public
Details
- Skill name
shopify-review-triage- Repository
- alfredtech2026/shopify-app-review-brief
- Path
docs/skills/shopify-review-triage/SKILL.md- License
- MIT
- Repo updated
- 5 August 2026
- Listed in
- karanb192/awesome-claude-skills
FAQ
What does the Shopify Review Triage skill do?
Turn public 1–3-star Shopify App Store review rows into a transparent P0–P3 triage brief — incident risk, repeated friction, pricing confusion, feature requests, and an explicit needs-human-read bucket — where every item keeps its public source link and is labeled first pass or human-checked. Use this skill when someone wants app store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a weekly product/support brief for one Shopify app or a whole portfolio, even when they never say triage, severity, or P0.
How do I install the Shopify Review Triage skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add alfredtech2026/shopify-app-review-brief --skill shopify-review-triage. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
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