shopify-review-triage
Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support brief. Trigger for prompts like "triage these app store reviews", "what should we fix first from this feedback", "cluster our 1-star reviews", or "write a weekly low-star review brief", for a single Shopify app or a portfolio plus watched competitors. Produces a P0-P3 brief covering incident risk, repeated friction, pricing confusion, feature requests, and an explicit needs-human-read bucket, where every item keeps its p
Profile →npx skills add github/awesome-copilot --skill shopify-review-triage --agent copilot
Same command for any agent — swap --agent for claude-code, codex, cursor.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 reproduces a publicly published rule set verbatim, so a manual pass and this skill sort the same row the same way. See [Provenance](#provenance) for the source. ## 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 on a listing page. If such data appears in the input, stop, say which rows are affected, and ask for them to be re
- What this does
- Hard rules
- 1. Collect the rows
- 2. First pass - apply the rubric
- P0 - Incident risk
- P1 - Repeated friction
- P2 - Pricing confusion
- P3 - Feature request
- Needs human read
- Tie-breaks and escalation
- 3. Human pass - verify before you promote anything
- 4. Write the brief
- 5. Self-check before you hand it over
- Worked example
What does the shopify-review-triage skill do?
Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support brief. Trigger for prompts like "triage these app store reviews", "what should we fix first from this feedback", "cluster our 1-star reviews", or "write a weekly low-star review brief", for a single Shopify app or a portfolio plus watched competitors. Produces a P0-P3 brief covering incident risk, repeated friction, pricing confusion, feature requests, and an explicit needs-human-read bucket, where every item keeps its p
How do I install it?
Run `npx skills add github/awesome-copilot --skill shopify-review-triage --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From github/awesome-copilot, a repository with 37,432 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.