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E-Commerce

Shopify-Rezensionen sichten (Shopify Review Triage)

Shopify App Review Brief (independent)MITSprache des Skills: Englisch
Lizenz geprüftKeine SkripteGeringes Risiko
DemoEchter Lauf · claude-sonnet-5-5 · Oktober 2026
Using the shopify-review-triage skill, triage these fictional public reviews. 1 | Example Upsell App | The cart drawer shows a blank screen and checkout stopped working after the update. | 2 | Example Upsell App | Charged twice on the billing page and the free plan limit was not explained. | 3 | Example Upsell App | Setup was confusing and I had to contact support to find the settings. | 4 | Example Upsell App | Would love an option to hide the widget on certain collections. | 5 | Example Upsell App | Nice app.
Skill: shopify-review-triage

Low-star review brief - Example Upsell App - week of 2026-10-05

Triaged 5 rows supplied: 1 incident risk, 1 repeated friction, 1 pricing confusion, 1 feature request, 1 needs human read. This is a first pass and has not been human-checked.

Scope: Example Upsell App, no competitors watched, 5 rows supplied, no review dates supplied. The brief covers only the rows supplied and makes no claim of exhaustive coverage. Reviews are customer reports, not verified defects. Items marked "first pass" are unverified keyword matches.

I read the leading numbers (1 to 5) as star ratings, as the skill specifies for the three-field form. If they were row IDs, the ratings are unknown, so please tell me.

P0 - Incident risk

  • Example Upsell App - blank cart drawer, checkout stopped working (1 star, date not captured, source: not captured)
    • Reviewer reports: "The cart drawer shows a blank screen and checkout stopped working after the update."
    • Matched keywords: blank screen, stopped working, checkout. The evidence is more than the word "checkout" alone.
    • Status: first pass - not human-checked
    • Reproduced: not yet attempted
    • Next action: try to reproduce on a development store today, on the version that shipped just before the review. Check the error tracker and support inbox for matching signals. If confirmed, treat it as an incident. Owner: unassigned, due: not set.

P1 - Repeated friction

  • Example Upsell App - setup and finding settings (3 stars, date not captured, source: not captured)
    • Reviewer reports: setup was confusing and they had to contact support to find the settings.
    • Matched keywords: confusing, had to contact support. This is one row, so there is no repetition and no escalation.
    • Status: first pass - not human-checked
    • Next action: log it against the matching support theme. Check whether other setup-related tickets exist. Owner: unassigned, due: not set.

P2 - Pricing confusion

  • Example Upsell App - double charge and unexplained free plan limit (2 stars, date not captured, source: not captured)
    • Expected vs. actual: the reviewer reports being charged twice on the billing page and says the free plan limit was not explained.
    • Matched keywords: charged, billing, free plan.
    • Status: first pass - not human-checked
    • Next action: compare the listing's pricing section and in-app upgrade prompts with what the reviewer describes. Clarify the free plan limit copy where they diverge. A double charge could be a billing defect rather than a copy issue, so have a person check the billing records. Owner: unassigned, due: not set.

P3 - Feature requests

  • Example Upsell App - option to hide the widget on certain collections (4 stars, date not captured, source: not captured). Log it in the feature-request log. If collection-level visibility already exists, reply with where to find it.

Needs human read

  • Example Upsell App (5 stars, date not captured, source: not captured). No keyword matched ("Nice app."). There is no detail to act on, so a person should read it and file it manually.

Competitor watch

  • None supplied.

Decisions this week

  • Reproduce row 1 first, since it is the only candidate that may affect the purchase path. Rows 1 and 2 both involve money flow, so the double-charge report in row 2 is worth a billing-records check at the same time.

Limits and notes

  • Every item is a keyword match. Nothing has been reproduced or human-checked.
  • No source links, dates, or owners were supplied. Send the five-field form (rating | app | date | reviews URL | text) and I can fill in sources and dates.
  • Keyword matching is English-only and misses sarcasm and context.
  • Nothing was sent, posted, or published. This is a draft for your team.

Real run in an isolated folder with only this skill installed. Only the Skill and Read tools were enabled, so nothing was fetched from the web and no file was written. The example is fictional. The reviews are invented.

Was es macht

Sortiert öffentliche Rezensionstexte aus dem App Store in fünf Kategorien: Störungsrisiko (P0), wiederkehrende Reibung (P1), Preisverwirrung (P2), Funktionswünsche (P3) und „Mensch muss lesen“. Jede Rezension erhält genau eine Hauptkategorie, weitere Treffer werden als sekundär vermerkt, und das Ergebnis ist ein einziges Briefing, in dem jeder Eintrag Verantwortlichen, nächste Aktion und Quellenlink oder ausdrücklich „source: not captured“ trägt.

So funktioniert es

  1. Sie fügen Zeilen ein, etwa Bewertung, App-Name, Datum, öffentliche Rezensions-URL und Text.
  2. Das Modell wendet ein veröffentlichtes Stichwort-Raster mit Regeln für Gleichstand an: Die schwerste Kategorie gewinnt, Wiederholung in drei oder mehr Rezensionen innerhalb von etwa 60 Tagen stuft eine Stufe hoch, alte Rezensionen sind nur Hintergrund, und der Vorfall eines Wettbewerbers wird nie Ihr P0.
  3. Es kennzeichnet alles als „first pass - not human-checked“ und bittet einen Menschen, die Originalrezension zu lesen und P0-Kandidaten nachzustellen, bevor sie hochgestuft werden.

Geeignet für

Kleine Shopify-App-Teams und Agenturen, die aus verstreuten Rezensionen mit wenigen Sternen entscheiden müssen, was zuerst behoben wird.

Hinweise & Risiken

Reines Schlussfolgern über eingefügte Zeilen: keine Skripte, kein Netzwerkzugriff, keine Konten oder Schlüssel. Es akzeptiert nur öffentliche Rezensionstexte, lehnt private Daten wie Support-Tickets oder Händler-E-Mails ab, erfindet nie eine Rezension, Bewertung oder einen Link und kontaktiert niemanden und veröffentlicht keine Antwort; es gibt einen Entwurf zurück. Die Stichwortzuordnung gilt nur für Englisch, erkennt keine Ironie und kann falsch einsortieren, daher ist jeder Eintrag eine erste Sortierung, die ein Mensch prüfen muss. Unabhängig von Shopify und nicht von Shopify unterstützt.