# Agentic Commerce Generate Ai Descriptions

> Rewrite weak Shopify product descriptions using Claude. Preserves brand voice while injecting missing AI-parseable signals (materials, dimensions, use-cases).

- **Type:** Skill
- **Install:** `agentstack add skill-commerce-agentic-agentic-commerce-skills-agentic-commerce-generate-ai-descriptions`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [commerce-agentic](https://agentstack.voostack.com/s/commerce-agentic)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [commerce-agentic](https://github.com/commerce-agentic)
- **Source:** https://github.com/commerce-agentic/agentic-commerce-skills/tree/main/skills/catalog-fix/agentic-commerce-generate-ai-descriptions

## Install

```sh
agentstack add skill-commerce-agentic-agentic-commerce-skills-agentic-commerce-generate-ai-descriptions
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

## Purpose

Takes products flagged by [`agentic-commerce-audit-descriptions`](../../catalog-audit/agentic-commerce-audit-descriptions/SKILL.md) (or any product list) and rewrites their descriptions using Claude to inject the structured signals AI shopping agents need: use-case language, dimensions, materials, target persona — without losing the brand voice.

The skill is conservative by default: it does **not** overwrite existing descriptions in a single pass. It writes the rewrite to a draft field and shows the diff. The merchant explicitly approves the batch before publish.

## Prerequisites

- Authenticated Shopify CLI session
- API scopes: `read_products`, `write_products`
- `ANTHROPIC_API_KEY` env var set (for the Claude call)

## Parameters

| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| store | string | yes | — | Store domain |
| product_ids | array | no | — | Specific product IDs to rewrite. If omitted, rewrites all products with description-dimension score  ⚠️ **Mutations are gated behind `dry_run: true` AND `publish: false` by default**. The skill is designed to fail safe: the worst case (running with no flags) just writes drafts to a metafield, not the live description. Explicit `publish: true` is required to overwrite live descriptions.
>
> Claude can hallucinate specs. The prompt explicitly says "do not invent specs that cannot be inferred from the title or tags". But it is not 100% reliable on niche products. **Always review before `publish: true`** on products where accuracy of dimensions/materials matters (regulated categories like cosmetics, supplements, electronics with safety certifications).

## GraphQL Operations

```graphql
# productUpdate:mutation — validated against api_version 2025-01
mutation ProductUpdateDescription($id: ID!, $descriptionHtml: String!) {
  productUpdate(input: { id: $id, descriptionHtml: $descriptionHtml }) {
    product {
      id
      descriptionHtml
    }
    userErrors {
      field
      message
    }
  }
}

# Alternative: write to draft metafield
mutation ProductDescriptionDraftWrite($id: ID!, $value: String!) {
  productUpdate(
    input: {
      id: $id,
      metafields: [
        { namespace: "agentic_commerce", key: "description_draft", type: "multi_line_text_field", value: $value }
      ]
    }
  ) {
    product { id }
    userErrors { field message }
  }
}
```

## Reference

The "what to inject" logic implements the description-dimension rules from [METHODOLOGY.md](https://github.com/commerce-agentic/agentic-commerce-spec/blob/main/METHODOLOGY.md). Re-run the catalog audit after fixes to measure score uplift.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [commerce-agentic](https://github.com/commerce-agentic)
- **Source:** [commerce-agentic/agentic-commerce-skills](https://github.com/commerce-agentic/agentic-commerce-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-commerce-agentic-agentic-commerce-skills-agentic-commerce-generate-ai-descriptions
- Seller: https://agentstack.voostack.com/s/commerce-agentic
- Browse the marketplace: https://agentstack.voostack.com/browse

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