Scrapeless Pro Skill

Professional web scraping for OpenClaw — stealth Playwright automation with anti-bot bypass, JavaScript rendering, and structured data extraction from any mo...

Security Scan

The skill's code generally matches its scraping purpose, but there are several inconsistencies (license handling, documentation links, and a few claims) that don't add up and deserve review before installing.

Purpose & Capability

The name/description (stealth Playwright scraping) aligns with the included code and declared binaries (node, npx) and dependencies (playwright). However the skill insists on SCRAPELESS_LICENSE_KEY in its metadata and documentation even though the visible code only performs a local regex check and (in the provided snippet) does not clearly enforce a license before scraping. Also the SKILL.md purchase URL (cosmic-lollipop-a61cc5.netlify.app) differs from the URL printed in the code's license error (https://scrapeless-pro.com), which is inconsistent and should be clarified.

Instruction Scope

The SKILL.md runtime instructions stick to installing Playwright, setting a license env var, and running the CLI/programmatic API. The code's runtime behavior (navigating to the target site, rendering JS, injecting stealth scripts, extracting page data) stays within the scraping purpose. Notable scope issues: (1) the doc claims 'No external APIs, no paid services, no data sent to third parties' while referencing a commercial license/purchase flow; (2) the documentation shows a programmatic require('scrapeless-pro') usage, but it's not obvious from the truncated code whether the module exports the scrape function correctly — this is a functional inconsistency rather than overtly malicious.

Install Mechanism

This is an instruction-only skill with bundled JS files and a package.json; there is no opaque download URL or archive extraction. Playwright is a normal dependency and SKILL.md instructs running 'npm install playwright' and 'npx playwright install chromium' which is expected for browser automation. No high-risk install mechanism detected in the provided files.

Credentials

Only one env var is required (SCRAPELESS_LICENSE_KEY), which is proportionate for a commercial component. However, the code shown validates the key only by local regex and (as provided) does not appear to contact a license server; if the license key is not actually used beyond formatting checks, asking users to set a license env var in metadata is misleading. No other unrelated secrets or config paths are requested.

Persistence & Privilege

The skill is not force-included (always:false). It does not request system-wide config changes, nor does it claim to modify other skills or persist beyond its own files. Autonomous invocation is allowed by default (disable-model-invocation:false) but that is the platform norm and not a separate red flag here.

What to consider before installing

The skill appears to implement the claimed stealth scraping features, but there are small inconsistencies you should resolve before installing: (1) confirm whether the SCRAPELESS_LICENSE_KEY is actually required/enforced (the code shows only a regex check) — if it isn't enforced, treat the license requirement as misleading; (2) verify the legitimate purchase/support URL (SKILL.md links to a Netlify page but the code prints a different domain); (3) check that the package actually exports the programmatic API the docs advertise (require('scrapeless-pro') should return a scrape function); (4) be aware this tool performs active scraping with anti-detection techniques — that can violate websites' terms of service and potentially legal/regulatory rules in your jurisdiction; and (5) if you will run this on sensitive hosts, audit the code end-to-end for any hidden network calls (none were obvious in the provided snippet) and prefer installing and running in an isolated environment because Playwright will download/execute browser binaries.

Scrapeless Pro 🕷️

Professional web scraping for OpenClaw. Stealth Playwright automation that renders JavaScript, bypasses anti-bot detection, and extracts structured data from any modern website.

OpenClaw's built-in web_fetch fails on 75% of JavaScript-heavy sites. Scrapeless Pro fixes that.

Why Scrapeless Pro?

• JavaScript rendering — Works on React, Vue, SPA, and dynamic sites
• Stealth mode — Random user-agent, viewport, fingerprint masking, anti-detection scripts
• Auto data extraction — Headings, links, paragraphs, images, meta tags
• Custom selectors — Target specific elements with CSS selectors
• Multiple formats — JSON, CSV, Markdown output
• CLI & programmatic — Use from command line or import in your skills

Purchase License

$49 one-time — Lifetime license, 1 year of updates included.

Get your license: https://cosmic-lollipop-a61cc5.netlify.app

Setup

1. Install

clawhub install scrapeless-pro

2. Set License Key

export SCRAPELESS_LICENSE_KEY="SCRAPELESS-XXXX-XXXX-XXXX-XXXX"

3. Install Playwright (if not already)

npm install playwright
npx playwright install chromium

Usage

CLI

# Basic scrape
node scraper.js scrape https://example.com

# With output format
node scraper.js scrape https://example.com --format csv
node scraper.js scrape https://example.com --format markdown

# Save to file
node scraper.js scrape https://example.com -o data.json

# Custom selectors
node scraper.js scrape https://example.com --selectors '{"products":".product","prices":".price"}'

# Validate license
node scraper.js validate

OpenClaw Agent

Ask your OpenClaw agent:

scrape https://example.com/products and extract all product names and prices

Programmatic

const { scrape } = require('scrapeless-pro');

const data = await scrape('https://quotes.toscrape.com', {
    format: 'json',
    headless: true,
});
console.log(data.title);
console.log(data.headings);

Real Output Example

Tested with https://quotes.toscrape.com (2026-04-18):

{
  "title": "Quotes to Scrape",
  "url": "https://quotes.toscrape.com/",
  "timestamp": "2026-04-18T11:15:40.071Z",
  "headings": [
    { "level": "H1", "text": "Quotes to Scrape" },
    { "level": "H2", "text": "Top Ten tags" }
  ],
  "links": [
    { "text": "Login", "href": "https://quotes.toscrape.com/login" },
    { "text": "(about)", "href": "https://quotes.toscrape.com/author/Albert-Einstein" },
    { "text": "change", "href": "https://quotes.toscrape.com/tag/change/page/1/" }
  ],
  "paragraphs": ["Login", "Quotes by: GoodReads.com"]
}

CLI Options

Option	Description	Default
-f, --format	Output format: json, csv, markdown	json
-s, --selectors	CSS selectors as JSON	auto-detect
-o, --output	Save to file	stdout
-t, --timeout	Navigation timeout (ms)	30000
-d, --delay	Random delay before navigation (ms)	1000
--no-headless	Show browser window	hidden

Stealth Features

• Random user-agent rotation (5 realistic agents)
• Random viewport sizes (1920x1080, 1366x768, etc.)
• Navigator.webdriver override (hides automation flag)
• Chrome runtime injection
• Function.prototype.toString override
• Permissions API spoofing
• Random scroll behavior
• Realistic navigation delays

Dependencies

• playwright — Browser automation
• commander — CLI interface

No external APIs, no paid services, no data sent to third parties.

Support

• Email: [e-mail]
• License: https://cosmic-lollipop-a61cc5.netlify.app

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Scrapeless Pro v1.0.3 — Commercial skill for OpenClaw