Agent skill

Shopify Admin Cross Sell Opportunity Finder

by 40RTY-ai in 40RTY-ai/shopify-admin-skills

Read-only: identifies products with high single-purchase rates that could benefit from cross-sell pairing based on category and price affinity.

MITAuto-check passed

Install Shopify Admin Cross Sell Opportunity Finder

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-cross-sell-opportunity-finder --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder .claude/skills/shopify-admin-cross-sell-opportunity-finder && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "shopify-admin-cross-sell-opportunity-finder" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder into .claude/skills/shopify-admin-cross-sell-opportunity-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-cross-sell-opportunity-finder", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-cross-sell-opportunity-finder --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder .agents/skills/shopify-admin-cross-sell-opportunity-finder && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "shopify-admin-cross-sell-opportunity-finder" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder into .agents/skills/shopify-admin-cross-sell-opportunity-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-cross-sell-opportunity-finder", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-cross-sell-opportunity-finder --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder .cursor/skills/shopify-admin-cross-sell-opportunity-finder && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "shopify-admin-cross-sell-opportunity-finder" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder into .cursor/skills/shopify-admin-cross-sell-opportunity-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-cross-sell-opportunity-finder", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/40RTY-ai/shopify-admin-skills.git --path skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-cross-sell-opportunity-finder --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder .gemini/skills/shopify-admin-cross-sell-opportunity-finder && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "shopify-admin-cross-sell-opportunity-finder" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder into .gemini/skills/shopify-admin-cross-sell-opportunity-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-cross-sell-opportunity-finder", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-cross-sell-opportunity-finder

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder .github/skills/shopify-admin-cross-sell-opportunity-finder && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "shopify-admin-cross-sell-opportunity-finder" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder into .github/skills/shopify-admin-cross-sell-opportunity-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-cross-sell-opportunity-finder", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-cross-sell-opportunity-finder --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder .opencode/skills/shopify-admin-cross-sell-opportunity-finder && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "shopify-admin-cross-sell-opportunity-finder" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder into .opencode/skills/shopify-admin-cross-sell-opportunity-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-cross-sell-opportunity-finder", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: shopify-admin-cross-sell-opportunity-finder
GitHub stars: 194
Token cost: ~1.5k tokens
SKILL.md length: 412 words
Files: 1
Skills in repo: 116
Repo updated: Aug 14, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Read-only: identifies products with high single-purchase rates that could benefit from cross-sell pairing based on category and price affinity.

Works in 5 steps: OPERATION: orders — query → For each product, calculate → Flag products with solo rate ≥… → …
Tasks that involve Conversion rate optimization
SKILL.md covers Purpose, Prerequisites, Parameters and Safety, plus 6 more sections
Calls shopify

What it does

Shopify Admin Cross Sell Opportunity Finder is an agent skill from 40RTY-ai/shopify-admin-skills. Read-only: identifies products with high single-purchase rates that could benefit from cross-sell pairing based on category and price affinity.

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Claude Code, Cursor, Codex, Gemini CLI

It works with Shopify. The repository describes itself as: Community-maintained AI agent skills for operating Shopify stores — workflows, optimization, reports and more. The licence is MIT.

When your agent uses it

Tasks that involve Conversion rate optimization

Example prompts

“/shopify-admin-cross-sell-opportunity-finder”

Requirements

Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

OPERATION: orders — query
For each product, calculate
Flag products with solo rate ≥ solo_threshold as "cross-sell candidates"
OPERATION: products — query (enrichment)
For each solo product, suggest cross-sell partners

What it can do on your machine

Read from SKILL.md and the folder at commit 6765cb4. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- shopify
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Claude Code, Cursor, Codex, Gemini CLI
From compatibility in the SKILL.md frontmatter.

Context cost

Shopify Admin Cross Sell Opportunity Finder loads about 1.5k tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 412 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~47
When it runs · the whole SKILL.md, loaded when a task matches: ~1.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from 40RTY-ai/shopify-admin-skills at commit 6765cb4, republished under its MIT licence (© 40RTY-ai). 412 words, ~1,455 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-admin-cross-sell-opportunity-finder/SKILL.md (or your agent's skills folder).

name: shopify-admin-cross-sell-opportunity-finder
description: Read-only: identifies products with high single-purchase rates that could benefit from cross-sell pairing based on category and price affinity.
compatibility: Claude Code, Cursor, Codex, Gemini CLI
role: conversion-optimization
toolkit: shopify-admin, shopify-admin-execution
api_version: 2025-01
graphql_operations: orders:query, products:query
status: stable

Purpose

Finds products that are almost always purchased alone (single-item orders) and identifies potential cross-sell partners based on category affinity, price complementarity, and customer overlap. While frequently-bought-together finds existing patterns, this skill finds MISSING patterns — products that SHOULD be cross-sold but aren't. Read-only — no mutations.

Prerequisites

Authenticated Shopify CLI session: shopify store auth --store <domain> --scopes read_orders,read_products
API scopes: read_orders, read_products

Parameters

Parameter	Type	Required	Default	Description
store	string	yes	—	Store domain
days_back	integer	no	180	Order lookback window
solo_threshold	float	no	70	% of orders where product is bought alone to flag as "solo"
min_orders	integer	no	10	Minimum orders for a product to be analyzed
format	string	no	human	Output format: `human` or `json`

Safety

ℹ️ Read-only skill — no mutations are executed. Safe to run at any time.

Workflow Steps

OPERATION: orders — query Inputs: query: "created_at:>='<NOW - days_back days>'", first: 250, select lineItems { product { id, title, productType, vendor }, quantity, originalTotalSet }, pagination cursor Expected output: All orders with product data
For each product, calculate:
- Total orders containing this product
- Solo orders (product is the only item) vs. multi-item orders
- Solo rate = solo_orders / total_orders × 100
- Average order value when solo vs. when multi-item
Flag products with solo rate ≥ solo_threshold as "cross-sell candidates"
OPERATION: products — query (enrichment) Inputs: Product IDs for solo items and potential partners Expected output: Product type, vendor, price, collections for affinity matching
For each solo product, suggest cross-sell partners:
- Same vendor, different product type (complementary)
- Same product type, different price tier (good-better-best)
- Products bought by the same customer cohort in separate orders
- Price complementarity: partner price should be 20-50% of main product price (impulse add-on range)

Show full SKILL.md (140 more words)Show less

GraphQL Operations

graphql

# orders:query — validated against api_version 2025-01
query OrdersForCrossSell($query: String!, $after: String) {
  orders(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        customer { id }
        lineItems(first: 50) {
          edges {
            node {
              product { id title productType vendor }
              quantity
              originalTotalSet { shopMoney { amount currencyCode } }
            }
          }
        }
      }
    }
    pageInfo { hasNextPage endCursor }
  }
}

graphql

# products:query — validated against api_version 2025-01
query ProductEnrichment($ids: [ID!]!) {
  nodes(ids: $ids) {
    ... on Product {
      id
      title
      productType
      vendor
      priceRangeV2 {
        minVariantPrice { amount currencyCode }
      }
      totalInventory
      status
    }
  }
}

Session Tracking

Claude MUST emit the following output at each stage. This is mandatory.

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: Cross-Sell Opportunity Finder        ║
║  Store: <store domain>                       ║
║  Started: <YYYY-MM-DD HH:MM UTC>             ║
╚══════════════════════════════════════════════╝

After each step, emit:

[N/TOTAL] <QUERY|MUTATION>  <OperationName>
          → Params: <brief summary of key inputs>
          → Result: <count or outcome>

On completion, emit:

For format: human (default):

══════════════════════════════════════════════
CROSS-SELL OPPORTUNITY REPORT  (<days_back> days)
  Products analyzed:         <n>
  High solo-rate products:   <n>
  ─────────────────────────────
  TOP CROSS-SELL OPPORTUNITIES:

  "<product A>"  (solo rate: <pct>%, <n> orders)
    → Suggested partner: "<product B>" (same vendor, complementary type)
    → Price fit: $<main> + $<partner> = $<combined>
    → Potential AOV lift: +$<amount> per order

  Revenue opportunity: $<total> (if <pct>% of solo orders add partner)

  Output: cross_sell_opportunities_<date>.csv
══════════════════════════════════════════════

Output Format

CSV file cross_sell_opportunities_<YYYY-MM-DD>.csv with columns: product_id, product_title, total_orders, solo_orders, solo_rate, suggested_partner_id, suggested_partner_title, affinity_type, potential_aov_lift

Error Handling

Error	Cause	Recovery
`THROTTLED`	API rate limit exceeded	Wait 2 seconds, retry up to 3 times
All multi-item orders	Store naturally has high cross-sell	Report as healthy — no action needed
Small catalog	Too few products for meaningful pairs	Suggest expanding catalog

Best Practices

Products with 80%+ solo rate and high order volume are biggest AOV opportunities.
Implement suggested pairs as "Customers also bought" or cart drawer recommendations.
Cross-reference with frequently-bought-together to see what IS working vs. what's missing.
Use with discount-ab-analysis to test a "buy X, get Y at 15% off" promotion.

Files

Just SKILL.md in skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder of 40RTY-ai/shopify-admin-skills.

Open the folder on GitHubat commit 6765cb4

Compare with similar skills

Shopify Admin Cross Sell Opportunity Finder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Shopify Admin Cross Sell Opportunity Finder compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Shopify Admin Cross Sell Opportunity Finder this skill40RTY-ai/shopify-admin-skills	194	—	~1.5k	Automated safety check: Pass	MIT	1 mo ago
E-commerce Visual Copywritingfeichanggege/ecommerce-visual-copywriting-skill	867	—	~1.3k	Automated safety check: Pass	MIT	24 days ago
Google Analytics 4 Setupooiyeefei/ccc	495	—	~2.2k	Automated safety check: Pass	MIT	2 mo ago
Shopifythatrebeccarae/claude-marketing	161	—	~2.4k	Automated safety check: Notes	MIT	4 mo ago
Shopify Marketingnexscope-ai/eCommerce-Skills	1.1k	—	~3.8k	Automated safety check: Pass	MIT	1 mo ago
FLOW SEO FrameworkAgriciDaniel/claude-seo	19k	2 repos	~1.4k	Automated safety check: Pass	MIT	6 days ago

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Works with

Shopify

Questions about Shopify Admin Cross Sell Opportunity Finder

What does Shopify Admin Cross Sell Opportunity Finder do?

Read-only: identifies products with high single-purchase rates that could benefit from cross-sell pairing based on category and price affinity. Shopify Admin Cross Sell Opportunity Finder is an agent skill from 40RTY-ai/shopify-admin-skills. Read-only: identifies products with high single-purchase rates that could benefit from cross-sell pairing based on category and price affinity.

When should I use Shopify Admin Cross Sell Opportunity Finder?

Shopify Admin Cross Sell Opportunity Finder fits situations like: tasks that involve Conversion rate optimization.

How do I install Shopify Admin Cross Sell Opportunity Finder in Claude Code?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a claude-code`. Or copy the skill folder (skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder in 40RTY-ai/shopify-admin-skills) into .claude/skills/shopify-admin-cross-sell-opportunity-finder in your project. Claude Code loads it when a task matches its description.

How do I install Shopify Admin Cross Sell Opportunity Finder in Codex?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a codex`. Or copy the skill folder (skills/conversion-optimization/shopify-admin-cross-sell-opportunity-finder in 40RTY-ai/shopify-admin-skills) into .agents/skills/shopify-admin-cross-sell-opportunity-finder in your project. Codex loads it when a task matches its description.

Can I use Shopify Admin Cross Sell Opportunity Finder in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-cross-sell-opportunity-finder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/shopify-admin-cross-sell-opportunity-finder, .gemini/skills/shopify-admin-cross-sell-opportunity-finder, .github/skills/shopify-admin-cross-sell-opportunity-finder and .opencode/skills/shopify-admin-cross-sell-opportunity-finder in your project.

What does Shopify Admin Cross Sell Opportunity Finder need to run?

Going by SKILL.md and its folder, Shopify Admin Cross Sell Opportunity Finder needs the command-line tools its instructions call (shopify). Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI.

Does Shopify Admin Cross Sell Opportunity Finder access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Shopify Admin Cross Sell Opportunity Finder safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Shopify Admin Cross Sell Opportunity Finder use?

Shopify Admin Cross Sell Opportunity Finder is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Shopify Admin Cross Sell Opportunity Finder use?

About 1.5k tokens (SKILL.md is roughly 5.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Shopify Admin Cross Sell Opportunity Finder?

Skills that share tags, products or a category with Shopify Admin Cross Sell Opportunity Finder: E-commerce Visual Copywriting (feichanggege/ecommerce-visual-copywriting-skill, 867 stars), Google Analytics 4 Setup (ooiyeefei/ccc, 495 stars), Shopify (thatrebeccarae/claude-marketing, 161 stars) and Shopify Marketing (nexscope-ai/eCommerce-Skills, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shopify Admin Cross Sell Opportunity Finder?

40RTY-ai (a GitHub organization) maintains it in 40RTY-ai/shopify-admin-skills, which has 194 GitHub stars. The repository holds 116 skills in this directory. The repository was last updated on August 14, 2026.

Source: 40RTY-ai/shopify-admin-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Shopify Admin Cross Sell Opportunity Finder

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SKILL.md

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