Agent skill

Shopify Admin Frequently Bought Together

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

Read-only: mines order history to find product pairs and triplets frequently purchased together, generating cross-sell and bundle recommendations.

MITAuto-check passed

Install Shopify Admin Frequently Bought Together

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-frequently-bought-together -a claude-code

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

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-frequently-bought-together --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-frequently-bought-together .claude/skills/shopify-admin-frequently-bought-together && 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-frequently-bought-together" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-frequently-bought-together into .claude/skills/shopify-admin-frequently-bought-together/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-frequently-bought-together", 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-frequently-bought-together

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-frequently-bought-together -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-frequently-bought-together --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-frequently-bought-together .agents/skills/shopify-admin-frequently-bought-together && 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-frequently-bought-together" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-frequently-bought-together into .agents/skills/shopify-admin-frequently-bought-together/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-frequently-bought-together", 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-frequently-bought-together -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-frequently-bought-together --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-frequently-bought-together .cursor/skills/shopify-admin-frequently-bought-together && 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-frequently-bought-together" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-frequently-bought-together into .cursor/skills/shopify-admin-frequently-bought-together/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-frequently-bought-together", 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-frequently-bought-together

--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-frequently-bought-together -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-frequently-bought-together --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-frequently-bought-together .gemini/skills/shopify-admin-frequently-bought-together && 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-frequently-bought-together" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-frequently-bought-together into .gemini/skills/shopify-admin-frequently-bought-together/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-frequently-bought-together", 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-frequently-bought-together

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-frequently-bought-together -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-frequently-bought-together .github/skills/shopify-admin-frequently-bought-together && 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-frequently-bought-together" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-frequently-bought-together into .github/skills/shopify-admin-frequently-bought-together/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-frequently-bought-together", 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-frequently-bought-together -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-frequently-bought-together --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-frequently-bought-together .opencode/skills/shopify-admin-frequently-bought-together && 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-frequently-bought-together" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/conversion-optimization/shopify-admin-frequently-bought-together into .opencode/skills/shopify-admin-frequently-bought-together/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-frequently-bought-together", 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-frequently-bought-together
GitHub stars: 194
Token cost: ~1.4k tokens
SKILL.md length: 374 words
Files: 1
Skills in repo: 116
Repo updated: Aug 14, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Read-only: mines order history to find product pairs and triplets frequently purchased together, generating cross-sell and bundle recommendations.

Works in 5 steps: OPERATION: orders — query → For each order with 2+ distinct… → Build co-occurrence matrix → …
Tasks that involve Conversion rate optimization
SKILL.md covers Purpose, Prerequisites, Parameters and Safety, plus 6 more sections
Calls bundle and shopify

What it does

Shopify Admin Frequently Bought Together is an agent skill from 40RTY-ai/shopify-admin-skills. Read-only: mines order history to find product pairs and triplets frequently purchased together, generating cross-sell and bundle recommendations.

Its SKILL.md is about 1.4k 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-frequently-bought-together”

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 order with 2+ distinct products, generate all product pair combinations
Build co-occurrence matrix
OPERATION: products — query (enrichment)
Rank pairs by lift score (descending), filter by min_support

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:
- bundle
- 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 Frequently Bought Together loads about 1.4k tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 374 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: ~1.4k

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). 374 words, ~1,358 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-admin-frequently-bought-together/SKILL.md (or your agent's skills folder).

name: shopify-admin-frequently-bought-together
description: Read-only: mines order history to find product pairs and triplets frequently purchased together, generating cross-sell and bundle recommendations.
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

Analyzes order history to discover which products are frequently purchased together. Calculates co-occurrence frequency, lift scores, and confidence metrics to generate data-driven cross-sell recommendations and bundle candidates. 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
min_support	integer	no	3	Minimum co-occurrence count to report a pair
max_results	integer	no	25	Maximum product pairs to return
group_size	integer	no	2	Pair size: `2` for pairs, `3` for triplets
collection_filter	string	no	—	Limit to products in a specific collection
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 } }, pagination cursor Expected output: All orders with product-level line items
For each order with 2+ distinct products, generate all product pair combinations
Build co-occurrence matrix:
- Support = number of orders containing both products
- Confidence(A→B) = P(B|A) = support(A,B) / support(A)
- Lift = confidence(A→B) / P(B) — lift > 1.0 means positive association
OPERATION: products — query (enrichment) Inputs: Product IDs from top pairs for titles, images, prices Expected output: Product details for display
Rank pairs by lift score (descending), filter by min_support

Show full SKILL.md (149 more words)Show less

GraphQL Operations

graphql

# orders:query — validated against api_version 2025-01
query OrderLineItems($query: String!, $after: String) {
  orders(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        lineItems(first: 50) {
          edges {
            node {
              product { id title }
              quantity
            }
          }
        }
      }
    }
    pageInfo { hasNextPage endCursor }
  }
}

graphql

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

Session Tracking

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

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: Frequently Bought Together           ║
║  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):

══════════════════════════════════════════════
FREQUENTLY BOUGHT TOGETHER  (<days_back> days, <n> orders analyzed)
  Unique product pairs found: <n>
  Pairs meeting min_support:  <n>

  TOP PAIRS BY LIFT:
  #1  "<product A>" + "<product B>"
      Support: <n> orders  Lift: <n>x  Confidence: <pct>%

  #2  "<product A>" + "<product B>"
      Support: <n> orders  Lift: <n>x  Confidence: <pct>%

  BUNDLE CANDIDATES (high support + high lift):
    "<product A>" + "<product B>"  →  Suggested bundle price: $<n>

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

Output Format

CSV file fbt_pairs_<YYYY-MM-DD>.csv with columns: product_a_id, product_a_title, product_b_id, product_b_title, support, confidence_a_to_b, confidence_b_to_a, lift, combined_avg_price

Error Handling

Error	Cause	Recovery
`THROTTLED`	API rate limit exceeded	Wait 2 seconds, retry up to 3 times
Single-item orders only	Store with no multi-item orders	Report empty — suggest longer lookback window
Too many products	Combinatorial explosion	Limit to top 500 products by order count

Best Practices

Use days_back: 180 or 365 for sufficient sample size.
Pairs with lift > 2.0 are strong bundle candidates.
Use results to create manual product bundles or configure upsell apps.
Cross-reference with top-product-performance to ensure paired items are high-performing.
Products with high confidence A→B but low confidence B→A suggest directional upsells (show B when A is in cart).

Files

Just SKILL.md in skills/conversion-optimization/shopify-admin-frequently-bought-together of 40RTY-ai/shopify-admin-skills.

Open the folder on GitHubat commit 6765cb4

Compare with similar skills

Shopify Admin Frequently Bought Together 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 Frequently Bought Together compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Shopify Admin Frequently Bought Together this skill40RTY-ai/shopify-admin-skills	194	—	~1.4k	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 Frequently Bought Together

What does Shopify Admin Frequently Bought Together do?

Read-only: mines order history to find product pairs and triplets frequently purchased together, generating cross-sell and bundle recommendations. Shopify Admin Frequently Bought Together is an agent skill from 40RTY-ai/shopify-admin-skills. Read-only: mines order history to find product pairs and triplets frequently purchased together, generating cross-sell and bundle recommendations.

When should I use Shopify Admin Frequently Bought Together?

Shopify Admin Frequently Bought Together fits situations like: tasks that involve Conversion rate optimization.

How do I install Shopify Admin Frequently Bought Together in Claude Code?

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

How do I install Shopify Admin Frequently Bought Together in Codex?

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

Can I use Shopify Admin Frequently Bought Together 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-frequently-bought-together -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-frequently-bought-together, .gemini/skills/shopify-admin-frequently-bought-together, .github/skills/shopify-admin-frequently-bought-together and .opencode/skills/shopify-admin-frequently-bought-together in your project.

What does Shopify Admin Frequently Bought Together need to run?

Going by SKILL.md and its folder, Shopify Admin Frequently Bought Together needs the command-line tools its instructions call (bundle and shopify). Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI.

Does Shopify Admin Frequently Bought Together 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 Frequently Bought Together 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 Frequently Bought Together use?

Shopify Admin Frequently Bought Together 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 Frequently Bought Together use?

About 1.4k tokens (SKILL.md is roughly 5.4k 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 Frequently Bought Together?

Skills that share tags, products or a category with Shopify Admin Frequently Bought Together: 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 Frequently Bought Together?

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 Frequently Bought Together

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Compatibility

Context cost

Safety

SKILL.md

Purpose

Prerequisites

Parameters

Safety

Workflow Steps

GraphQL Operations

Session Tracking

Output Format

Error Handling

Best Practices

Files

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