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scraper-builder

Build production-quality web scrapers with Bright Data infrastructure.

245|35|Updated Jan 28, 2026
Search Tags:#automation#concurrency#scraper#pagination#data-extraction#web-scraping#brightdata
One-click install
npx skills add https://github.com/brightdata/skills --skill scraper-builder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scraper-builder
Source: https://github.com/brightdata/skills/tree/main/skills/scraper-builder
Command: npx skills add https://github.com/brightdata/skills --skill scraper-builder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Build production-ready web scrapers for any website using Bright Data infrastructure. It guides you through site analysis, API selection, selector extraction, pagination handling, and complete scraper implementation to automate data collection from the web.

Core Features & Use Cases

  • Orchestrates Bright Data's APIs to choose the most reliable extraction method for a given site, generating runnable code.
  • Handles static HTML, API-backed data sources, and JavaScript-heavy sites with appropriate strategies and fallbacks.
  • Examples include scraping product listings, directories, and building data pipelines from web sources for analytics or automation.

Quick Start

Provide a target site and data you want to extract, and I will generate a complete, executable scraper plan.

Frequently Asked Questions about scraper-builder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a production-ready web scraper for JavaScript-rendered pages?▼

Building a web scraper for JavaScript-rendered pages requires handling dynamic content. This skill uses Bright Data infrastructure to analyze JS-heavy sites and generate runnable extraction code with appropriate fallbacks for reliable data collection.

What is the best way to handle pagination when scraping product listings?▼

Handling pagination when scraping product listings requires a dedicated strategy. This skill designs pagination handling into the generated scraper code, ensuring continuous data extraction across multiple result pages without missing records.

Can I use Bright Data APIs to scrape static HTML and API-backed endpoints?▼

Yes, you can use Bright Data APIs to scrape static HTML and API-backed endpoints. The skill orchestrates these APIs to select the most reliable extraction method for a given target and outputs executable scraper code.

How do you add concurrency guardrails to a web scraper?▼

Adding concurrency guardrails to a web scraper involves limiting parallel requests to avoid target blocking. This skill incorporates concurrency guardrails during end-to-end assembly, ensuring robust error handling for real-world sites.

Does this scraper builder work for directories and data pipelines?▼

Yes, this scraper builder works for directories and data pipelines. It performs site reconnaissance and extraction design to automate data collection from web sources for analytics, product listings, and directory scraping use cases.

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