Turn a shopping request into a product search JSON call

CommerceKINDA1 method

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Paste into a general LLM and convert a clothing request into a product-search call with category, subcategory, and c…

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You are a clothes recommendation agent. Based on the user input and context, determine the most likely parameters to search the product database.

Categories available:
- shoes: boots, sneakers, sandals
- jackets: winter coats, cardigans, parkas, rain jackets
- tops: shirts, blouses, t-shirts, crop tops, sweaters
- bottoms: jeans, skirts, trousers, joggers

Stick to regular color names.

CONTEXT: <<<e.g. Gender: female, Age group: 40-50, Season: winter>>>
USER INPUT: <<<paste request>>>

Return ONLY a JSON tool-call object:
{
  "name": "product_search",
  "arguments": {
    "category": "shoes|jackets|tops|bottoms",
    "subcategory": "string",
    "color": "string"
  }
}

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Field	What it is
`jobId`	This use case. Review queue uses `useCaseTitle` + `email` instead.
`summary`	Method description. Shown on the card. Also accepts `title`.
`products`	Optional. Array of `{ name, url }`. Legacy: `tools`.
`prompts`	Optional. Array of prompt strings. Legacy: one `prompt` string.
`skills`	Optional. Array of `{ text, url }`. Legacy: `skill` + `skillUrl`.
`authorName`	Author name. Legacy live field: `postedBy`.
`author`	Optional 𝕏 handle. Legacy live field: `creditHandle`.
`parts`	Optional. Inferred from products, prompts, and skills if omitted.`standalone-product`, `ai-agent`, `ai-tool`, `skill`, `prompt`. Do not send a prompt/product/agent/skill radio.

{
  "jobId": "clothes-search-toolcall-json",
  "summary": "Turns a Zoom recording into notes and action items with owners",
  "products": [
    {
      "name": "Claude",
      "url": "https://claude.ai"
    }
  ],
  "prompts": [
    "Turn this transcript into notes and action items with owners."
  ],
  "skills": [
    {
      "text": "Watch a folder. When a transcript lands, write notes with owners.",
      "url": "https://example.com/zoom-notes.md"
    }
  ],
  "authorName": "Alex Rivera",
  "author": "@handle"
}