# Product specs from URLs

> Extract product specifications from a list of URLs.

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## Start here

- [Install](https://architecturestudio.ai/capabilities/skill-product-spec-bulk-fetch#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 links and the fields you need. Norma reads each accessible source and returns structured observations, accounting for partial results, blocked pages and links that are not product pages.

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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: Product specs from URLs — Extract structured FF&E specifications from a list of product-page URLs.

- [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-spec-bulk-fetch/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 extract model, dimensions, materials and price from these three product URLs. Keep the exact source links and selected variants. Include partial results and explain failed retrievals rather than dropping them.
```

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## What it extracts

### Product identity

Norma preserves exact URLs and relevant model or variant parameters.

### Specifications

Norma extracts supported dimensions, materials, prices and other requested fields with source locators.

### Retrieval status

Norma reports complete, partial and failed retrievals so unsuccessful links do not disappear from the result.

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## Workflow

1. **Read** — Norma identifies the selected product URLs.
2. **Retrieve** — Norma reads the sources through the assistant’s available connections.
3. **Compile** — Norma returns the observations and any failures for review.

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## Pairs with

Norma can normalize the extracted rows into consistent product fields.

- [Clean product data](https://architecturestudio.ai/capabilities/skill-product-data-cleanup)

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## Related skills

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

Product Audit — Check a selected product against its source evidence.

- [Clean product data](https://architecturestudio.ai/capabilities/skill-product-data-cleanup)
- [Product Audit](https://architecturestudio.ai/capabilities/skill-product-audit)