Home / coupler-io / skills · ecommerce/shopify/shopify-store-performance/SKILL.md · GitHub

shopify-store-performance skillB

shopify-store-performance is agent-read markdown (skill) from coupler-io/skills: Use for Shopify store questions like "how did the store do last month", "why did our store revenue drop", "what's our store's average order value", "how many orders did the shop take last week", "what's our store's refund rate", or a weekly or monthly trading check on the shop — even when the user never says "performance". Use when the decision is whether store revenue moved and which of orders, order size or returns moved it. Shopify only..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Shopify Store Performance

**Tells you what the store sold, what moved, and which of the three reasons behind it you're looking
at — before anyone spends money reacting to the wrong one.**

[Source tag: Shopify]

Revenue is not one number. Gross, net and total sales sit three subtractions apart, average order
value has three definitions in common use, and every published benchmark quietly picks a different
one. Meanwhile a fall in revenue comes from fewer orders, smaller orders, or more of them coming
back — three different problems with three different fixes.

**What you get back**

- **The sales ladder in full** — gross sales, discounts, reversals, net sales, tax, shipping, total
  sales — so the number you quote is the one you meant.
- **Orders, AOV and items per order** against the prior period, on Shopify's own AOV definition.
- **Refund rate and return rate separately**, because cash going out and goods coming back are
  different problems.
- **New versus returning revenue**, classified as at each order rather than by who the customer has
  since become.
- **Which of the three drivers moved**, with the arithmetic shown.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add coupler-io/skills/shopify-store-performance@v1.1.0
Exact content
mdr add coupler-io/skills/shopify-store-performance@sha256:5cc789d0ada9164e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ihxrpp7f4uv3jzly.svg)](https://markdownregistry.com/a/art_ihxrpp7f4uv3jzly)

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Versions

versioncommittedcommitsizeaudit
v1.1.0 latest2026-09-22 1f0bcb3 15,123 BB view · diff
v1.0.02026-09-10 4a4e328 21,981 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No prompt-injection phrasing (matched: ignore previous instructions)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15123 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

coupler-io/skills · 34 stars · license none · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ihxrpp7f4uv3jzly
GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/shopify-store-performance
GET https://markdownregistry.com/api/v1/blob/5cc789d0ada9164e6d3e715b5b579fbe2ede5e2441a49518fba25a82661b92bb

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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