← Back to Skills Marketplace
Scrapling Web Scraping
by
zhengxinjipai
· GitHub ↗
· v1.0.0
782
Downloads
0
Stars
3
Active Installs
1
Versions
Install in OpenClaw
/install scrapling-web-scraper-openclaw
Description
Zero-bot-detection web scraping for OpenClaw. Bypass Cloudflare, handle JavaScript-heavy sites, and adapt to website changes automatically. Use when you need...
Usage Guidance
This skill appears to be a legitimate scraper wrapper, but it asks you to install and run an external Python package and to download browsers at runtime—actions that will fetch and execute code/binaries from the network. Before installing or running it: 1) Verify the upstream project (inspect the scrapling package source on PyPI/GitHub and confirm the 'scrapling install' download URLs and checksums). 2) Prefer running pip install inside an isolated environment (container/VM) to limit blast radius. 3) Audit the scrapling package dependencies and any post-install scripts for network endpoints or credential usage. 4) Consider legal/ethical implications: stealth modes that 'bypass Cloudflare' or claim to be 'undetectable' can violate terms of service or law—only use against targets you own or have explicit permission to scrape. 5) If you need to proceed, run network monitoring during the first install to see what is downloaded, and avoid running it with elevated privileges (do not run as root unless you understand and accept the risk).
Capability Analysis
Type: OpenClaw Skill
Name: scrapling-web-scraper-openclaw
Version: 1.0.0
The skill bundle is a legitimate wrapper for the 'scrapling' Python library, designed for web scraping and bypassing anti-bot protections like Cloudflare. The Python script `scrapling_tool.py` implements standard scraping logic using the library's fetchers, and the `SKILL.md` provides appropriate instructions for an AI agent to perform web extraction tasks without any signs of malicious intent, data exfiltration, or prompt injection attacks.
Capability Assessment
Purpose & Capability
The name, description, and included CLI wrapper (scrapling_tool.py) are consistent with a scraper that supports basic, stealth, and dynamic modes. Requesting no credentials and no special system paths is coherent for a scraping helper. However, the SKILL.md instructs users to run pip install 'scrapling[all]' and 'scrapling install' (to download browsers) even though the skill metadata provides no install spec or provenance; that mismatch is notable.
Instruction Scope
Runtime instructions tell the operator to pip install an external package and run its installer to download browsers and other components. The docs explicitly advertise 'bypass Cloudflare' and 'undetectable' stealth modes which are capability statements that can be used to evade protections. The SKILL.md also uses absolute /root/.openclaw paths in examples (assumes root environment) and asks users to create custom scripts in the skill directory. The instructions therefore direct network installs and possible binary downloads outside the skill bundle and contain operational guidance to bypass protections—scope beyond a simple CLI wrapper.
Install Mechanism
There is no declared install spec in the registry, yet SKILL.md tells users to pip install 'scrapling[all]' and run 'scrapling install' which will download browsers. Installing an external PyPI package and letting it fetch browser binaries is moderate-to-high risk because the registry metadata does not record the package sources, checksums, or URLs. The skill itself does not include those downloaded assets, so the runtime will pull code/binaries from remote endpoints under the third-party package's control.
Credentials
The skill declares no required environment variables or credentials and the included Python wrapper doesn't read secrets. That is proportionate for a scraper helper. However, stealth/Cloudflare-solve features sometimes rely on external solver services or browser automation that may require API keys or services not declared here — the absence of any declared credentials or configuration for such services is an implementation/provenance gap to verify.
Persistence & Privilege
The skill does not request 'always: true', does not declare system-wide config changes, and the code provided is a simple CLI wrapper that only calls into the scrapling package. There is no evidence in the included files that the skill persistently modifies other skills or global agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install scrapling-web-scraper-openclaw - After installation, invoke the skill by name or use
/scrapling-web-scraper-openclaw - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Scrapling Web Scraping for OpenClaw:
- Enables zero-bot-detection web scraping, bypassing Cloudflare and handling JavaScript-heavy sites.
- Supports three modes: basic (fast HTTP), stealth (undetectable, anti-bot bypass), and dynamic (browser automation for SPAs).
- Allows extraction via CSS selectors and provides JSON output for machine-readability.
- Offers natural language integration and Python API for flexible usage.
- Includes command-line interface with options for mode selection, Cloudflare solving, waiting for elements, and custom scripts.
Metadata
Frequently Asked Questions
What is Scrapling Web Scraping?
Zero-bot-detection web scraping for OpenClaw. Bypass Cloudflare, handle JavaScript-heavy sites, and adapt to website changes automatically. Use when you need... It is an AI Agent Skill for Claude Code / OpenClaw, with 782 downloads so far.
How do I install Scrapling Web Scraping?
Run "/install scrapling-web-scraper-openclaw" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scrapling Web Scraping free?
Yes, Scrapling Web Scraping is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Scrapling Web Scraping support?
Scrapling Web Scraping is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Scrapling Web Scraping?
It is built and maintained by zhengxinjipai (@zhengxinjipai); the current version is v1.0.0.
More Skills