black-friday-ad-spend-on-low-stock-products SKILL.md skillA

black-friday-ad-spend-on-low-stock-products 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/black-friday-ad-spend-on-low-stock-products@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
coupler-io/skills
Path
marketing-and-ads/black-friday/black-friday-ad-spend-on-low-stock-products/SKILL.md
Versions recorded
3
Latest version
v1.0.0, committed Oct 28, 2026
First version recorded
Oct 28, 2026
Size
20,214 bytes
Repository stars
40
License
MIT

Use for "are we advertising products about to sell out in our store", "which product ads should we pause for low stock", "move ad budget off low-stock products", "we're paying for clicks on sold-out sizes", or a Cyber Monday stock check against the ads. Use during Black Friday, BFCM, Prime Day or any store sale, when the decision is which product ads to pause or swap before the item runs out. Shopify plus Google Ads Shopping or Performance Max, or Meta catalog ads.

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

# Black Friday Ad Spend on Low-Stock Products

Finds the products you're still advertising that will sell out within hours, and how much ad spend to move off them before they do. Black Friday Ad Spend on Low-Stock Products is a Coupler.io AI agent skill that works with live data from Shopify, Google Ads, and Facebook Ads (Meta Ads).

**Puts your store's stock, its sales per hour and the ad spend behind each product in one list, so you
stop paying for traffic to things you can't ship.**

On a normal week a stock problem is a reorder problem, and `shopify-inventory-report-and-stockout-forecast`
handles it. During a sale, reordering is off the table — nothing you order on Friday arrives before
Monday. What you can still change is the ads. Each tool sees one side: Shopify knows the stock, the ad
platforms know the spend, and neither knows the other. The ad platform will keep reporting a strong
return on a product right up to the hour it sells out.

**What you get back**

- **A sell-out countdown** for every advertised product and variant, in hours, from this sale's own
  sales per hour rather than last month's average.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add coupler-io/skills/black-friday-ad-spend-on-low-stock-products@sha256:9779ce0644b8498d

The line at the top of this page pins the label v1.0.0, 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_wrurpka6d4qe7ipa.svg)](https://markdownregistry.com/a/art_wrurpka6d4qe7ipa)

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

Versions

The registry has recorded 3 versions of this file, all committed on Oct 28, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-28 97253ac 20,214 BA view · diff
v1.0.02026-10-28 7c825f7 19,803 BA view · diff
v1.0.02026-10-28 49dc712 19,798 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (20214 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 prompt-injection phrasing
  • 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 · 40 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wrurpka6d4qe7ipa
GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/black-friday-ad-spend-on-low-stock-products
GET https://markdownregistry.com/api/v1/blob/9779ce0644b8498d14e1ebb0527550f37c6a287587887c1b7d165113dba7033b

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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