Agent skill

Shopify Admin Repeat Purchase Rate

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

Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection.

MITAuto-check passed

Install Shopify Admin Repeat Purchase Rate

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-repeat-purchase-rate -a claude-code

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

GitHub CLI

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

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

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

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-repeat-purchase-rate -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/order-intelligence/shopify-admin-repeat-purchase-rate .github/skills/shopify-admin-repeat-purchase-rate && 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-repeat-purchase-rate" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-repeat-purchase-rate into .github/skills/shopify-admin-repeat-purchase-rate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-repeat-purchase-rate", 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-repeat-purchase-rate -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-repeat-purchase-rate --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/order-intelligence/shopify-admin-repeat-purchase-rate .opencode/skills/shopify-admin-repeat-purchase-rate && 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-repeat-purchase-rate" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-repeat-purchase-rate into .opencode/skills/shopify-admin-repeat-purchase-rate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-repeat-purchase-rate", 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-repeat-purchase-rate
GitHub stars: 194
Token cost: ~1.4k tokens
SKILL.md length: 357 words
Files: 1
Skills in repo: 116
Repo updated: Aug 14, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection.

Works in 4 steps: OPERATION: customers — query → OPERATION: orders — query → For each acquired customer: if they have… → …
SKILL.md covers Purpose, Prerequisites, Parameters and Safety, plus 6 more sections
Calls shopify

What it does

Shopify Admin Repeat Purchase Rate is an agent skill from 40RTY-ai/shopify-admin-skills. Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection.

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.

Example prompts

“/shopify-admin-repeat-purchase-rate”

Requirements

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

Workflow steps

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

OPERATION: customers — query
OPERATION: orders — query
For each acquired customer: if they have ≥ 2 orders within repeat_window days → repeat purchaser
Calculate overall rate; if segment_by: product, group by first-purchased product

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 Repeat Purchase Rate loads about 1.4k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 357 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~38
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). 357 words, ~1,362 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-admin-repeat-purchase-rate/SKILL.md (or your agent's skills folder).

name: shopify-admin-repeat-purchase-rate
description: Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection.
compatibility: Claude Code, Cursor, Codex, Gemini CLI
role: order-intelligence
toolkit: shopify-admin, shopify-admin-execution
api_version: 2025-01
graphql_operations: customers:query, orders:query
status: stable

Purpose

Calculates the repeat purchase rate — the percentage of customers who return to place at least one more order within a defined window — and segments it by first-purchase product or collection. Identifies which products drive the highest repeat purchase behavior. Read-only — no mutations.

Prerequisites

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

Parameters

Parameter	Type	Required	Default	Description
store	string	yes	—	Store domain (e.g., mystore.myshopify.com)
days_back	integer	no	90	Acquisition window — customers first purchased in this period
repeat_window	integer	no	90	Days after first purchase to look for a repeat order
segment_by	string	no	none	Segment repeat rate by: `product`, `none`
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: customers — query Inputs: query: "created_at:>='<NOW - days_back days>'", first: 250, select id, numberOfOrders, createdAt Expected output: Customers acquired in window
OPERATION: orders — query Inputs: query: "created_at:>='<NOW - days_back + repeat_window days>'", first: 250, select customer { id }, createdAt, lineItems { product { id, title } }, pagination cursor Expected output: Orders to build per-customer purchase history and first-product mapping
For each acquired customer: if they have ≥ 2 orders within repeat_window days → repeat purchaser
Calculate overall rate; if segment_by: product, group by first-purchased product

GraphQL Operations

graphql

# customers:query — validated against api_version 2025-01
query AcquiredCustomers($query: String!, $after: String) {
  customers(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        createdAt
        numberOfOrders
        defaultEmailAddress {
          emailAddress
        }
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}

graphql

# orders:query — validated against api_version 2025-01
query CustomerOrderHistory($query: String!, $after: String) {
  orders(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        createdAt
        customer {
          id
        }
        lineItems(first: 5) {
          edges {
            node {
              product {
                id
                title
              }
            }
          }
        }
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}

Show full SKILL.md (142 more words)Show less

Session Tracking

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

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: Repeat Purchase Rate                 ║
║  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):

══════════════════════════════════════════════
REPEAT PURCHASE RATE
  Acquisition window:  <days_back> days
  Repeat window:       <repeat_window> days
  Customers acquired:  <n>
  Repeat purchasers:   <n>
  Repeat rate:         <pct>%

  By First Product:
    "<product>"  Acquired: <n>  Repeat: <pct>%
  Output: repeat_purchase_<date>.csv
══════════════════════════════════════════════

For format: json, emit:

json

{
  "skill": "repeat-purchase-rate",
  "store": "<domain>",
  "acquisition_days": 90,
  "repeat_window_days": 90,
  "customers_acquired": 0,
  "repeat_purchasers": 0,
  "repeat_rate_pct": 0,
  "by_product": [],
  "output_file": "repeat_purchase_<date>.csv"
}

Output Format

CSV file repeat_purchase_<YYYY-MM-DD>.csv with columns: customer_id, first_order_date, first_product, total_orders, is_repeat, days_to_repeat, total_spent

Error Handling

Error	Cause	Recovery
`THROTTLED`	API rate limit exceeded	Wait 2 seconds, retry up to 3 times
Guest checkout customers	No customer record to link orders	Exclude from analysis
Insufficient history	Store newer than window	Analyze available period

Best Practices

A repeat rate of 25–35% within 90 days is a healthy baseline for most non-subscription ecommerce stores.
Products with high repeat rates are your "gateway" products — prioritize them in acquisition campaigns.
Use segment_by: product to identify which products create loyal customers vs. one-time buyers.
Pair with customer-cohort-analysis for a deeper view of long-term retention trends.

Files

Just SKILL.md in skills/order-intelligence/shopify-admin-repeat-purchase-rate of 40RTY-ai/shopify-admin-skills.

Open the folder on GitHubat commit 6765cb4

Compare with similar skills

Shopify Admin Repeat Purchase Rate 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 Repeat Purchase Rate compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Shopify Admin Repeat Purchase Rate this skill40RTY-ai/shopify-admin-skills	194	—	~1.4k	Automated safety check: Pass	MIT	1 mo ago
ShopifyShopify/Shopify-AI-Toolkit	592	—	~4.2k	Automated safety check: Pass	MIT	2 days ago
E-commerce Visual Copywritingfeichanggege/ecommerce-visual-copywriting-skill	867	—	~1.3k	Automated safety check: Pass	MIT	23 days ago
Reviewing Pull RequestsShopify/shopify-app-js	541	—	~1.9k	Automated safety check: Pass	MIT	today
Better Designmarvkr/better-design	254	—	~1.2k	Automated safety check: Pass	MIT	17 days ago
Liquid Theme A11ybenjaminsehl/liquid-skills	120	—	~3.2k	Automated safety check: Pass	None	2 mo ago

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Works with

Shopify

Questions about Shopify Admin Repeat Purchase Rate

What does Shopify Admin Repeat Purchase Rate do?

Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection. Shopify Admin Repeat Purchase Rate is an agent skill from 40RTY-ai/shopify-admin-skills. Read-only: calculates what percentage of customers place 2+ orders within N days, segmented by product or collection.

How do I install Shopify Admin Repeat Purchase Rate in Claude Code?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-repeat-purchase-rate -a claude-code`. Or copy the skill folder (skills/order-intelligence/shopify-admin-repeat-purchase-rate in 40RTY-ai/shopify-admin-skills) into .claude/skills/shopify-admin-repeat-purchase-rate in your project. Claude Code loads it when a task matches its description.

How do I install Shopify Admin Repeat Purchase Rate in Codex?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-repeat-purchase-rate -a codex`. Or copy the skill folder (skills/order-intelligence/shopify-admin-repeat-purchase-rate in 40RTY-ai/shopify-admin-skills) into .agents/skills/shopify-admin-repeat-purchase-rate in your project. Codex loads it when a task matches its description.

Can I use Shopify Admin Repeat Purchase Rate 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-repeat-purchase-rate -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-repeat-purchase-rate, .gemini/skills/shopify-admin-repeat-purchase-rate, .github/skills/shopify-admin-repeat-purchase-rate and .opencode/skills/shopify-admin-repeat-purchase-rate in your project.

What does Shopify Admin Repeat Purchase Rate need to run?

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

Does Shopify Admin Repeat Purchase Rate 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 Repeat Purchase Rate 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 Repeat Purchase Rate use?

Shopify Admin Repeat Purchase Rate 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 Repeat Purchase Rate 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 Repeat Purchase Rate?

Skills that share tags, products or a category with Shopify Admin Repeat Purchase Rate: Shopify (Shopify/Shopify-AI-Toolkit, 592 stars), E-commerce Visual Copywriting (feichanggege/ecommerce-visual-copywriting-skill, 867 stars), Reviewing Pull Requests (Shopify/shopify-app-js, 541 stars) and Better Design (marvkr/better-design, 254 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shopify Admin Repeat Purchase Rate?

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 Repeat Purchase Rate

Facts

At a glance

What it does

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

Compare with similar skills

Similar skills

More from 40RTY-ai/shopify-admin-skills

Related

Questions about Shopify Admin Repeat Purchase Rate