Shopify Toolkit

• You want to ask questions like "What are my top-selling products this month?" or "Which SKUs are almost out of stock?" and get instant, accurate answers from live store data.
• You need to run batch operations — such as reducing winter product prices by 20% or adding a tag to all products under $50 — with a confirmation step before anything is changed.
• You want scheduled reports (daily revenue summary, weekly sales comparison, low-stock alerts) delivered automatically via cron without building custom integrations.
• You need to draft customer service replies for complaints, refunds, or late shipments, pre-filled with real order and customer history data.

• Your store uses a Shopify plan or custom app setup that does not allow Private App or Custom App access tokens with the required Admin API scopes.
• You need real-time storefront features (cart, checkout, theme editing) — this skill targets the Admin API only, not the Storefront API.
• You require pre-aggregated analytics dashboards; this skill calculates analytics from raw order data, which may be slow for stores with very large order volumes.

Execute Admin API calls directly against your connected store using GraphQL or REST. Retrieve product listings, recent orders, inventory levels, and customer records in natural language, with results formatted as tables, ranked lists, or status-highlighted summaries.

Fetch raw order data for any date range and calculate totals in-agent: daily, weekly, and monthly revenue; order counts; average order value; top-selling products by quantity or revenue; and period-over-period trend comparisons with directional indicators.

Identify low-stock variants, detect slow-moving overstock, and generate restock recommendations based on each product's 30-day sales velocity. Inventory value is calculated across all variants and presented with the highest-value items ranked.

Run bulk price changes, inventory status updates, and tag additions or removals across multiple products. Every batch operation shows a full preview table of affected records and requires explicit user approval before any mutation is executed.

Rank customers by lifetime value, calculate repeat-buyer rates, and segment your customer base into VIP, Regular, Casual, New, and Lapsed tiers based on order count, total spend, and recency. All calculations are performed from live customer and order data.

Fetch full order details — items, fulfillment status, tracking, refunds — and generate ready-to-review reply drafts for late shipping, wrong item, or refund complaints. Customer history and VIP status are surfaced alongside each draft to inform tone and resolution.

Ask for yesterday's revenue, this week's order count, or a comparison to the prior period. The skill fetches all relevant orders, calculates totals, and delivers a formatted summary — or you can schedule it as a recurring cron report delivered every morning.

Ask "Which products are almost out of stock?" or "What's my total inventory value?" The skill scans all variants, flags low-stock and overstock items, and produces restock quantity recommendations based on recent sales velocity.

Instruct the skill to reduce all products with a specific tag by a percentage. It retrieves matching products, shows a before/after price table for your review, and only executes the mutations after you confirm — with rate-limit-safe pacing between calls.

Provide an order number and complaint type; the skill pulls the full order record, customer history, and fulfillment details, then drafts a personalized reply. You review and edit the draft before it is sent.