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Shopify Admin Order Lookup And Summary

Organization
40RTY-ai
shopify-admin-order-lookup-and-summary

Retrieve and summarize full order details for a customer by email, order number, or phone number.

Overview

Publisher40RTY-ai
Repositoryshopify-admin-skills
Skill nameshopify-admin-order-lookup-and-summary
Stars
200
Forks
22
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by 40RTY-ai on GitHub. Read the source before you install it.

Installation

Install the Shopify Admin Order Lookup And Summary AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-order-lookup-and-summary
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git /tmp/shopify-admin-skills
mkdir -p .claude/skills
cp -r /tmp/shopify-admin-skills/skills/customer-support/shopify-admin-order-lookup-and-summary .claude/skills/shopify-admin-order-lookup-and-summary
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Shopify Admin Order Lookup And Summary in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Shopify Admin Order Lookup And Summary on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Shopify Admin Order Lookup And Summary is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Purpose

Retrieves complete order details for a customer without requiring navigation through the Shopify admin UI. Useful for support agents answering customer queries about order status, shipping tracking, and refunds. This skill operates directly on the Shopify-native data layer, returning full order context in a single operation.

Prerequisites

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

Parameters

ParameterTypeRequiredDefaultDescription
storestringyes—Store domain (e.g., mystore.myshopify.com)
formatstringnohumanOutput format: human or json
dry_runboolnofalsePreview operations without executing mutations
lookup_bystringyes—order_number, email, or phone
lookup_valuestringyes—The value to search for (e.g., #1001, jane@example.com, +15551234567)
limitintegerno5Maximum number of orders to return

Workflow Steps

  1. OPERATION: orders — query Inputs: first: <limit>, query: "name:<order_number>" or "email:<email>" or "phone:<phone>" depending on lookup_by Expected output: Full order objects with financial status, fulfillment status, line items, shipping address, tracking, refunds

GraphQL Operations

graphql
# orders:query — validated against api_version 2025-01
query OrderLookup($first: Int!, $query: String) {
  orders(first: $first, query: $query) {
    edges {
      node {
        id
        name
        createdAt
        processedAt
        displayFinancialStatus
        displayFulfillmentStatus
        totalPriceSet {
          shopMoney { amount currencyCode }
        }
        subtotalPriceSet {
          shopMoney { amount currencyCode }
        }
        totalShippingPriceSet {
          shopMoney { amount currencyCode }
        }
        totalRefundedSet {
          shopMoney { amount currencyCode }
        }
        customer {
          id
          defaultEmailAddress {
            emailAddress
          }
          firstName
          lastName
          phone
        }
        shippingAddress {
          address1
          address2
          city
          province
          country
          zip
          phone
        }
        lineItems(first: 50) {
          edges {
            node {
              title
              quantity
              variant {
                sku
                price
              }
              fulfillmentStatus
            }
          }
        }
        fulfillments {
          trackingInfo {
            number
            url
            company
          }
          status
          createdAt
        }
        refunds {
          createdAt
          totalRefundedSet {
            shopMoney { amount currencyCode }
          }
        }
        note
        tags
      }
    }
  }
}

Session Tracking

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

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: order-lookup-and-summary             ║
║  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):

══════════════════════════════════════════════
OUTCOME SUMMARY
  Orders found:   <n>
  Errors:         0
  Output:         none
══════════════════════════════════════════════

For format: json, emit:

json
{
  "skill": "order-lookup-and-summary",
  "store": "<domain>",
  "started_at": "<ISO8601>",
  "completed_at": "<ISO8601>",
  "dry_run": false,
  "steps": [
    { "step": 1, "operation": "OrderLookup", "type": "query", "params_summary": "lookup_by: <type>, lookup_value: <value>, limit: <n>", "result_summary": "<n> orders", "skipped": false }
  ],
  "outcome": {
    "orders_found": 0,
    "errors": 0,
    "output_file": null
  }
}

Output Format

Human-readable formatted summary for each order found (not a CSV). For each order, Claude presents: order number, date, financial and fulfillment status, customer details, line items, shipping address, tracking numbers, and any refunds. For format: json, the raw order objects array.

Error Handling

ErrorCauseRecovery
No orders returnedNo match for lookup valueVerify lookup value format (order number must include #, e.g., #1001)
lookup_by invalidValue is not order_number, email, or phoneUse one of the three accepted values
Rate limit (429)Too many requestsReduce limit or wait and retry

Best Practices

  1. Order number lookups require the # prefix (e.g., #1001), which maps to the name field in the GraphQL query.
  2. Phone lookups must use E.164 format (e.g., +15551234567); partial numbers will not match.
  3. Email lookup returns all orders for that customer — set limit to retrieve more than the default 5 if the customer has many orders.
  4. For format: json, pipe the output to jq to extract specific fields for downstream scripts.
  5. This skill is read-only — use the refund-and-reorder skill if you need to process a refund after looking up the order.

Frequently asked questions

What does the Shopify Admin Order Lookup And Summary AI skill do?

Retrieve and summarize full order details for a customer by email, order number, or phone number.

Why use Shopify Admin Order Lookup And Summary on TypingMind?

Because you install it once and use it with any model. Shopify Admin Order Lookup And Summary is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Shopify Admin Order Lookup And Summary in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-order-lookup-and-summary. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Shopify Admin Order Lookup And Summary?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Shopify Admin Order Lookup And Summary?

As many as you like. As long as a model supports skills, you can use Shopify Admin Order Lookup And Summary with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Shopify Admin Order Lookup And Summary AI skill free?

Yes. It is published on GitHub by 40RTY-ai under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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