scrapling

scrapling is a skill for Claude Code, Codex from braxtonROSE4/zorro-agent. It costs 29 tokens per session (2,238 once invoked), scanned A, a copy of scrapling, MIT.

A web-scraping framework for downloading pages, running browser automation, and crawling sites. It supports ordinary HTTP pages, JavaScript-rendered pages, and sites with anti-bot protections.

In plain words
What is it for?
Use it to fetch static pages or APIs, scrape single-page applications, crawl many pages, and automate browser-based collection, while following applicable laws and site terms.
Why use it?
It helps collect information when simple page requests cannot load interactive content or are blocked by common bot defenses.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/braxtonrose4/zorro-agent/scrapling
Any agent
npx skills add braxtonROSE4/zorro-agent --skill scrapling
Clone the repo
git clone --depth 1 https://github.com/braxtonROSE4/zorro-agent

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for scrapling

README.md
[![agentmods](https://agentmods.dev/badge/skills/braxtonrose4/zorro-agent/scrapling.svg)](https://agentmods.dev/skills/braxtonrose4/zorro-agent/scrapling)
Your own site
<a href="https://agentmods.dev/skills/braxtonrose4/zorro-agent/scrapling"><img src="https://agentmods.dev/badge/skills/braxtonrose4/zorro-agent/scrapling.svg" alt="Measured on agentmods" height="20"></a>
Per session 29 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,238 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 92% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00029 $0.02238
Opus 5 $0.00015 $0.01119
Sonnet 5 $0.00006 $0.00448
Haiku 4.5 $0.00003 $0.00224

Measured 6d ago against content hash 239f296226c1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

scrapling scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

92% identical to scrapling — 5 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

optional-skills/research/scrapling/SKILL.md · 336 lines

How it starts

The opening of the file, as written. The whole thing — 336 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Scrapling

Scrapling is a web scraping framework with anti-bot bypass, stealth browser automation, and a spider framework. It provides three fetching strategies (HTTP, dynamic JS, stealth/Cloudflare) and a full CLI.

This skill is for educational and research purposes only. Users must comply with local/international data scraping laws and respect website Terms of Service.

When to Use

  • Scraping static HTML pages (faster than browser tools)
  • Scraping JS-rendered pages that need a real browser
  • Bypassing Cloudflare Turnstile or bot detection
  • Crawling multiple pages with a spider
  • When the built-in web_extract tool does not return the data you need

Installation

pip install "scrapling[all]"
scrapling install

Minimal install (HTTP only, no browser):

pip install scrapling

With browser automation only:

pip install "scrapling[fetchers]"
scrapling install

Quick Reference

Approach Class Use When
HTTP Fetcher / FetcherSession Static pages, APIs, fast bulk requests
Dynamic DynamicFetcher / DynamicSession JS-rendered content, SPAs
Stealth StealthyFetcher / StealthySession Cloudflare, anti-bot protected sites
Spider Spider Multi-page crawling with link following

CLI Usage

Extract Static Page

scrapling extract get 'https://example.com' output.md

With CSS selector and browser impersonation:

scrapling extract get 'https://example.com' output.md \
  --css-selector '.content' \
  --impersonate 'chrome'

Extract JS-Rendered Page

scrapling extract fetch 'https://example.com' output.md \
  --css-selector '.dynamic-content' \
  --disable-resources \
  --network-idle

Extract Cloudflare-Protected Page

scrapling extract stealthy-fetch 'https://protected-site.com' output.html \
  --solve-cloudflare \
  --block-webrtc \
  --hide-canvas

Read the full file on GitHub · 336 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 336 lines · 29 tokens per session scan A 239f296226c1

Subscribe to this mod's changes

scrapling is a skill published in the GitHub repository braxtonROSE4/zorro-agent (8 stars, last pushed 4mo ago), licensed MIT. It adds 29 tokens to every session and 2,238 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 92% identical to scrapling, differing in 5 lines, and is treated as a copy.

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