Overview

Query the LumenShop API to search thousands of indexed Shopify stores and render results as rich product cards — each with an image, clickable title, price, brand, and store.

Workflow

Step 1 — Understand the request

Extract from the user's message:

• Search term: a specific keyword (preferred), or a category (shoes, clothes, bags, all)
• Price range: budget ceiling or floor, if mentioned
• Quantity: default to 12 items; honor explicit requests for more

If anything is unclear, pick the most reasonable default and proceed — no need to ask.

Step 2 — Run the script

The script is at scripts/skill.sh, run it from the skill directory:

# Keyword search (preferred)
bash scripts/skill.sh --query "blue sneakers" --limit 12

# Category search
bash scripts/skill.sh --category shoes --limit 12

# With price filter
bash scripts/skill.sh --query "skirt" --price-max 50 --limit 12

The script outputs raw JSON — parse it in the next step.

Step 3 — Parse the JSON response

Response structure:

{
  "hits": {
    "total": { "value": <total_count> },
    "hits": [
      {
        "_source": {
          "title":     "Product Name",
          "brand":     "Brand",
          "url":       "https://...",
          "gallery":   [{ "url": "https://cdn.shopify.com/..." }, ...],
          "prices":    [{ "currency": "USD", "price": 29.99 }],
          "hostnames": ["store.myshopify.com"]
        }
      }
    ]
  }
}

Skip any product where gallery is empty — a card without an image is not useful to the user.

Step 4 — Render product cards

Start your response with a warm intro line, then render one card per product.

Opening line (always include this at the top):

✨ LumenShop has found the best products just for you!

Card template (repeat for each product):

---
### [Product Title](product_url)

![Product Title](gallery[0].url)

💰 **$XX.XX**　·　🏷️ Brand　·　🏪 store_hostname

Full output structure:

✨ LumenShop has found the best products just for you!

## Found X items for you (Y total)

---
### [Product Title](url)

![Product Title](image_url)

💰 **$XX.XX**　·　🏷️ Brand　·　🏪 store.com

---
### [Next Product](url)

![Next Product](image_url)

💰 **$XX.XX**　·　🏷️ Brand　·　🏪 store.com

---

Step 5 — Offer to refine

After the cards, add a short follow-up prompt:

Want to refine by keyword, price range, or category?

Script options

Category keyword mapping