shopify-admin-delivery-time-analysis

Purpose

Analyzes fulfilled orders to calculate average transit time (fulfillment created → delivered) broken down by carrier. Surfaces which carriers are consistently slow or missing delivery confirmations. Read-only — no mutations.

Prerequisites

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

Parameters

Parameter	Type	Required	Default	Description
store	string	yes	—	Store domain (e.g., mystore.myshopify.com)
days_back	integer	no	30	Lookback window for fulfilled orders
min_orders	integer	no	5	Minimum orders per carrier to include in averages
location_id	string	no	—	Filter by fulfillment location (optional)
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

1. OPERATION: orders — query Inputs: query: "fulfillment_status:shipped created_at:>='<NOW - days_back days>'", first: 250, pagination cursor Expected output: Orders with fulfillments { createdAt, updatedAt, deliveredAt, trackingInfo { company } }; paginate until hasNextPage: false

2. Calculate transit times per carrier: deliveredAt - createdAt (skip orders where deliveredAt is null)

3. OPERATION: fulfillmentOrders — query (optional, for location breakdown) Inputs: assignedLocationId: <location_id>, status: CLOSED, first: 250 Expected output: Fulfilled orders per location for location-level segmentation

GraphQL Operations

# orders:query — validated against api_version 2025-01
query FulfilledOrders($query: String!, $after: String) {
  orders(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        name
        createdAt
        fulfillments {
          id
          createdAt
          updatedAt
          deliveredAt
          status
          trackingInfo {
            company
            number
          }
        }
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}