shopify-sales-report SKILL.md skillB

shopify-sales-report from coupler-io/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add coupler-io/skills/shopify-sales-report@v1.1.0

Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
coupler-io/skills
Path
ecommerce/shopify/shopify-sales-report/SKILL.md
Versions recorded
1
Latest version
v1.1.0, committed Oct 13, 2026
Size
15,108 bytes
Repository stars
38
License
MIT

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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Shopify Sales Report

**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

The exact contents, by fingerprint
mdr add coupler-io/skills/shopify-sales-report@sha256:e41cb70e18bcdc5e

The line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tvdha6cxde57sh2r.svg)](https://markdownregistry.com/a/art_tvdha6cxde57sh2r)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 13, 2026.

versioncommittedcommitsizeaudit
v1.1.0 latest2026-10-13 ee6a3a9 15,108 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (15108 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

coupler-io/skills · 38 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tvdha6cxde57sh2r
GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/shopify-sales-report
GET https://markdownregistry.com/api/v1/blob/e41cb70e18bcdc5e5d9d52eb94bf3b65d66e17add32cf6e7de36afba13842ec0

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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