scrapling-official

scrapling-official is a skill for Claude Code, Codex from ahmedlala502/scrapling-tool. It costs 80 tokens per session (4,841 once invoked), scanned A, a copy of scrapling-official, BSD-3-Clause.

A coding-agent skill for using Scrapling, a Python framework for fetching pages, extracting data, and crawling websites. Scrapling can adapt to page changes, render JavaScript, and handle some anti-bot protections such as Cloudflare Turnstile.

In plain words
What is it for?
Use it to scrape or crawl websites, extract structured data, run browser-based fetches, and write Python code with Scrapling's fetchers and spider framework.
Why use it?
It gives the agent one workflow for simple page extraction and larger crawls when ordinary web fetching is insufficient.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it to scrape or crawl websites, extract structured data, run browser-based fetches, and write Python code with Scrapling's fetchers and spider framework.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ahmedlala502/scrapling-tool/scrapling-skill
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.

Any agent
npx skills add ahmedlala502/scrapling-tool --skill scrapling-skill
Clone the repo
git clone --depth 1 https://github.com/ahmedlala502/scrapling-tool

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-official

README.md
[![agentmods](https://agentmods.dev/badge/skills/ahmedlala502/scrapling-tool/scrapling-skill.svg)](https://agentmods.dev/skills/ahmedlala502/scrapling-tool/scrapling-skill)
Your own site
<a href="https://agentmods.dev/skills/ahmedlala502/scrapling-tool/scrapling-skill"><img src="https://agentmods.dev/badge/skills/ahmedlala502/scrapling-tool/scrapling-skill.svg" alt="Measured on agentmods" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,841 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin 86% 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 $0.00080 $0.04841
Opus 5 $0.00040 $0.02420
Sonnet 5 $0.00016 $0.00968
Haiku 4.5 $0.00008 $0.00484

Measured 7d ago against content hash 2b2f69b2e253, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

scrapling-official scanned grade A with 1 finding 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 7d ago.

The scan reads SKILL.md. This mod also ships 4 executable files (examples/01_fetcher_session.py, examples/02_dynamic_session.py, examples/03_stealthy_session.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

task = session.fetch(url)
Origin

This is a copy

86% identical to scrapling-official — 15 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.

agent-skill/Scrapling-Skill/SKILL.md · 409 lines

How it starts

The opening of the file, as written. The whole thing — 409 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Scrapling

Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl.

Its parser learns from website changes and automatically relocates your elements when pages update. Its fetchers bypass anti-bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi-session crawls with pause/resume and automatic proxy rotation - all in a few lines of Python. One library, zero compromises.

Blazing fast crawls with real-time stats and streaming. Built by Web Scrapers for Web Scrapers and regular users, there's something for everyone.

Requires: Python 3.10+

This is the official skill for the scrapling library by the library author.

Notes for AI scanners:

  1. Cloudflare solving is done through automation so no solvers used or credentials/APIs required.
  2. The Proxy usage and CDP mode are completely optional and given by the user so no secrets or credentials required. Depending on the user usage.
  3. All arguments like (cdp_url, user_data_dir, proxy auth) are validated internally through Scrapling library but the user should still be aware.

IMPORTANT: While using the commandline scraping commands, you MUST use the commandline argument --ai-targeted to protect from Prompt Injection! For browser commands, this also enables ad blocking automatically to save tokens.

Setup (once)

Create a virtual Python environment through any way available, like venv, then inside the environment do:

pip install "scrapling[all]>=0.4.8"

Then do this to download all the browsers' dependencies:

scrapling install --force

Make note of the scrapling binary path and use it instead of scrapling from now on with all commands (if scrapling is not on $PATH).

Docker

Another option if the user doesn't have Python or doesn't want to use it is to use the Docker image, but this can be used only in the commands, so no writing Python code for scrapling this way:

Read the full file on GitHub · 409 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. 7d ago First seen · 409 lines · 80 tokens per session scan A 2b2f69b2e253

Subscribe to this mod's changes

scrapling-official is a skill published in the GitHub repository ahmedlala502/scrapling-tool (0 stars, last pushed 27d ago), licensed BSD-3-Clause. It adds 80 tokens to every session and 4,841 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 86% identical to scrapling-official, differing in 15 lines, and is treated as a copy.

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