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Agent skill

Shopify Admin Average Order Value Trends

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

Read-only: tracks AOV over time buckets and segments by new vs.

MITAuto-check passedBackend & APIs

Install Shopify Admin Average Order Value Trends

skills CLI
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-average-order-value-trends -a claude-code

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

GitHub CLI
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-average-order-value-trends --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/finance/shopify-admin-average-order-value-trends .claude/skills/shopify-admin-average-order-value-trends && 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/

Facts

Skill name
shopify-admin-average-order-value-trends
GitHub stars
194
Token cost
~1.3k tokens
SKILL.md length
358 words
Files
1
Skills in repo
116
Repo updated
First seen
Licence
MIT

At a glance

Read-only: tracks AOV over time buckets and segments by new vs.

  • Works in 4 steps: OPERATION: orders — query → Classify each order: if… → OPERATION: customers — query (optional… → …
  • Backend & APIs work in your project
  • SKILL.md covers Purpose, Prerequisites, Parameters and Safety, plus 6 more sections
  • Calls shopify

What it does

Shopify Admin Average Order Value Trends is an agent skill from 40RTY-ai/shopify-admin-skills. Read-only: tracks AOV over time buckets and segments by new vs. returning customers.

Its SKILL.md is about 1.3k 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 sits in Backend & APIs. 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

  • Backend & APIs work in your project

Example prompts

  • “/shopify-admin-average-order-value-trends”

Requirements

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

Workflow steps

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

  1. OPERATION: orders — query
  2. Classify each order: if customer.numberOfOrders == 1 → new customer order; else → returning
  3. OPERATION: customers — query (optional enrichment for cohort context)
  4. Group orders by time bucket; calculate AOV per bucket and per customer segment

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 Average Order Value Trends loads about 1.3k tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 358 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~31
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

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). 358 words, ~1,303 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-admin-average-order-value-trends/SKILL.md (or your agent's skills folder).
name
shopify-admin-average-order-value-trends
description
Read-only: tracks AOV over time buckets and segments by new vs. returning customers.
compatibility
Claude Code, Cursor, Codex, Gemini CLI
role
finance
toolkit
shopify-admin, shopify-admin-execution
api_version
2025-01
graphql_operations
orders:query, customers:query
status
stable

Purpose

Calculates Average Order Value (AOV) over configurable time buckets (daily, weekly, monthly) and segments results by new vs. returning customers. Tracks AOV trends to measure the impact of upsell programs, bundle offers, or free shipping thresholds. Read-only — no mutations.

Prerequisites

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

Parameters

ParameterTypeRequiredDefaultDescription
storestringyes—Store domain (e.g., mystore.myshopify.com)
days_backintegerno90Total lookback window
bucketstringnoweekTime bucket: day, week, or month
formatstringnohumanOutput format: human or json

Safety

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

Workflow Steps

  1. OPERATION: orders — query Inputs: query: "created_at:>='<NOW - days_back days>'", first: 250, select totalPriceSet, customer { id, numberOfOrders }, createdAt, pagination cursor Expected output: All orders in window; paginate until hasNextPage: false

  2. Classify each order: if customer.numberOfOrders == 1 → new customer order; else → returning

  3. OPERATION: customers — query (optional enrichment for cohort context) Inputs: Recent customers for new vs. repeat segmentation validation

  4. Group orders by time bucket; calculate AOV per bucket and per customer segment

GraphQL Operations

graphql
# orders:query — validated against api_version 2025-01
query AOVData($query: String!, $after: String) {
  orders(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        name
        createdAt
        totalPriceSet {
          shopMoney {
            amount
            currencyCode
          }
        }
        customer {
          id
          numberOfOrders
        }
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}
graphql
# customers:query — validated against api_version 2025-01
query NewVsReturningCustomers($query: String!, $after: String) {
  customers(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        numberOfOrders
        createdAt
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}

Session Tracking

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

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: Average Order Value Trends           ║
║  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):

══════════════════════════════════════════════
AOV TRENDS  (<days_back> days, bucket: <bucket>)
  Orders analyzed:   <n>
  Overall AOV:       $<amount>
  New customer AOV:  $<amount>
  Returning AOV:     $<amount>

  Period      Orders   AOV     New AOV  Returning AOV
  ────────────────────────────────────────────────────
  2026-W14    <n>      $<n>    $<n>     $<n>
  Output: aov_trends_<date>.csv
══════════════════════════════════════════════

For format: json, emit:

json
{
  "skill": "average-order-value-trends",
  "store": "<domain>",
  "period_days": 90,
  "overall_aov": 0,
  "new_customer_aov": 0,
  "returning_customer_aov": 0,
  "by_period": [],
  "output_file": "aov_trends_<date>.csv"
}
Show full SKILL.md (140 more words)Show less

Output Format

CSV file aov_trends_<YYYY-MM-DD>.csv with columns: period, order_count, aov, new_customer_orders, new_customer_aov, returning_orders, returning_aov, currency

Error Handling

ErrorCauseRecovery
THROTTLEDAPI rate limit exceededWait 2 seconds, retry up to 3 times
Guest checkout ordersNo customer recordCount in totals but exclude from new/returning segmentation
No orders in windowNew store or quiet periodExit with 0 AOV

Best Practices

  • A free shipping threshold increase or bundle introduction should show up as an AOV lift in the week/month it launched — use this report to measure the impact.
  • Returning customer AOV is typically higher than new — a shrinking gap may indicate loyalty erosion.
  • bucket: week is best for campaign measurement; bucket: month for long-term trend tracking.
  • Guest checkout orders cannot be segmented as new vs. returning — for stores with high guest checkout rates, the segmentation will under-count new customers.

© 40RTY-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/finance/shopify-admin-average-order-value-trends of 40RTY-ai/shopify-admin-skills.

Open the folder on GitHubat commit 6765cb4

Compare with similar skills

Shopify Admin Average Order Value Trends 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 Average Order Value Trends compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Shopify Admin Average Order Value Trends this skill40RTY-ai/shopify-admin-skills194—~1.3kAutomated safety check: PassMIT
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Keypo Shoppingkeypo-us/keypo-cli182—~1.3kAutomated safety check: PassNone
Shopify Developmentdavila7/claude-code-templates33k7 repos~2.2kAutomated safety check: PassMIT
TakeoverPentesterFlow/agent1.4k—~3.3kAutomated safety check: PassApache-2.0
Shopify ExpertJeffallan/claude-skills12k—~1.8kAutomated safety check: PassMIT

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Works with

Categories

Questions about Shopify Admin Average Order Value Trends

What does Shopify Admin Average Order Value Trends do?

Read-only: tracks AOV over time buckets and segments by new vs. Shopify Admin Average Order Value Trends is an agent skill from 40RTY-ai/shopify-admin-skills. Read-only: tracks AOV over time buckets and segments by new vs.

When should I use Shopify Admin Average Order Value Trends?

Shopify Admin Average Order Value Trends fits situations like: backend & APIs work in your project.

How do I install Shopify Admin Average Order Value Trends in Claude Code?

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

How do I install Shopify Admin Average Order Value Trends in Codex?

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

Can I use Shopify Admin Average Order Value Trends 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-average-order-value-trends -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-average-order-value-trends, .gemini/skills/shopify-admin-average-order-value-trends, .github/skills/shopify-admin-average-order-value-trends and .opencode/skills/shopify-admin-average-order-value-trends in your project.

What does Shopify Admin Average Order Value Trends need to run?

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

Does Shopify Admin Average Order Value Trends 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 Average Order Value Trends 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 Average Order Value Trends use?

Shopify Admin Average Order Value Trends 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 Average Order Value Trends use?

About 1.3k tokens (SKILL.md is roughly 5.2k 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 Average Order Value Trends?

Skills that share tags, products or a category with Shopify Admin Average Order Value Trends: Shopify (Shopify/Shopify-AI-Toolkit, 592 stars), Keypo Shopping (keypo-us/keypo-cli, 182 stars), Shopify Development (davila7/claude-code-templates, 33k stars) and Takeover (PentesterFlow/agent, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shopify Admin Average Order Value Trends?

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.