# Enrich product data

> Add useful categories and descriptive tags to product records.

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## Start here

- [Install](https://architecturestudio.ai/capabilities/skill-product-enrich#capability-setup)
- [New to skills?](https://architecturestudio.ai/docs/agents)
- [All skills](https://architecturestudio.ai/capabilities?kind=skills)

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## What it does

Give Norma product records and available descriptions or images. Norma proposes categories, materials, colors and style tags while distinguishing sourced specifications from tentative visual descriptions.

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## Install

Connect Arch Studio in Claude or ChatGPT, then return to your conversation and ask Norma for the task. Your assistant uses its available file access and tools to carry out the skill.

- [Add to Claude](https://architecturestudio.ai/docs/install?host=claude&surface=app&method=mcp)
- [Add to ChatGPT](https://architecturestudio.ai/docs/install?host=chatgpt&surface=app&method=mcp)
- [Setup guide](https://architecturestudio.ai/docs/install)

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## Versions and source

Arch Studio 1.5.1.2 · MCP — Available as MCP workflow instructions in compatible Claude and ChatGPT connections. The assistant performs the work with its own tools and permissions and verifies the actual result before reporting completion.

Arch Studio 1.5.1.2 · Open source — Included in the public plugin for Claude Code and Codex. In this version: Enrich product data — Add categories, colors, materials and style tags to existing FF&E schedule rows.

- [Hosted release details](https://architecturestudio.ai/releases/hosted-1-5-1-2-0692a162)
- [Read public source](https://github.com/AlpacaLabsLLC/skills-for-architects/blob/b85cba155ddbabe8e721fc79044e5a9ef4aa7540/skills/product-enrich/SKILL.md)
- [Public release details](https://architecturestudio.ai/releases/public-1-5-1-2)

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## Usage

Ask Norma in plain language. With Arch Studio connected through MCP, no $ or / command is required. Norma is your assistant working with Arch Studio.

```text
Use Arch Studio to enrich this chair record using the supplied photo and manufacturer description. Propose a category and style tags. Keep visual guesses separate from specifications and preserve the selected finish.
```

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## What it adds

### Categories and subcategories

Norma proposes classifications based on the product and Arch Studio’s vocabulary.

### Materials and colors

Norma uses supplied specifications where available and keeps uncertain image-based impressions clearly tentative.

### Style tags

Norma suggests descriptive tags while preserving selected finishes, populated fields and existing user choices.

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## Workflow

1. **Read** — Norma reads the selected records and available evidence.
2. **Propose** — Norma shows the proposed fields and their evidence status.
3. **Review** — You review uncertain classifications and any changes to populated fields.
4. **Save** — Norma applies only the authorized enrichment through the appropriate record owner.

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## Pairs with

Norma uses Product Library for a requested save to the reusable product collection.

- [Product Library](https://architecturestudio.ai/capabilities/skill-product-library)

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## Related skills

Research products — Find product candidates that fit your design brief.

Clean product data — Normalize messy product data into a consistent schedule.

Product Library — Keep reviewed product information in a reusable library.

- [Research products](https://architecturestudio.ai/capabilities/skill-product-research)
- [Clean product data](https://architecturestudio.ai/capabilities/skill-product-data-cleanup)
- [Product Library](https://architecturestudio.ai/capabilities/skill-product-library)