---
title: "Scrapy Pipeline Data Extractor"
description: "Builds production Scrapy spiders with custom Item Pipelines for data cleaning and storage. Uses scrapy.linkextractors.LinkExtractor for crawl scoping and ItemLoader with MapCompose processors for field normalization."
verification: "security_reviewed"
source: "https://github.com/scrapy/scrapy"
category:
  - "Research & Scraping"
framework:
  - "Gemini"
tool_ecosystem:
  github_repo: "scrapy/scrapy"
  github_stars: 61314
---

# Scrapy Pipeline Data Extractor

Builds production Scrapy spiders with custom Item Pipelines for data cleaning and storage. Uses scrapy.linkextractors.LinkExtractor for crawl scoping and ItemLoader with MapCompose processors for field normalization.

## Installation

Choose whichever fits your setup:

1. Copy this skill folder into your local skills directory.
2. Clone the repo and symlink or copy the skill into your agent workspace.
3. Add the repo as a git submodule if you manage shared skills centrally.
4. Install it through your internal provisioning or packaging workflow.
5. Download the folder directly from GitHub and place it in your skills collection.

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/scrapy-pipeline-data-extractor/)