Skills crawlee-web-scraper

Resilient web scraper with bot-detection evasion using the Crawlee library. Use when web_fetch is blocked by rate limits or bot detection. Supports single URLs, bulk file input, and automatic fallback from requests to Crawlee on 403/429 responses.

install

source · Clone the upstream repo

git clone https://github.com/openclaw/skills

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/bryantegomoh/crawlee-web-scraper" ~/.claude/skills/clawdbot-skills-crawlee-web-scraper && rm -rf "$T"

manifest: skills/bryantegomoh/crawlee-web-scraper/SKILL.md

source content

crawlee-web-scraper

Drop-in replacement for

web_fetch

when sites block automated requests. Crawlee handles session management, retry logic, and bot-detection evasion automatically.

Scripts

crawlee_fetch.py
— main scraper; accepts a single URL or a file of URLs; returns JSON
crawlee_http.py
— library helper; tries
```
requests
```
first, falls back to Crawlee on 403/429/503

Usage

# Single URL, return HTML preview
python3 scripts/crawlee_fetch.py --url "https://example.com"

# Single URL, extract text (strips HTML tags)
python3 scripts/crawlee_fetch.py --url "https://example.com" --extract-text

# Bulk scrape from file
python3 scripts/crawlee_fetch.py --urls-file urls.txt --output results.json

Library usage

from crawlee_http import fetch_with_fallback

resp = fetch_with_fallback("https://example.com")
print(resp.status_code, resp.text[:500])

Output

JSON array with one object per URL:

[
  {
    "url": "https://example.com",
    "status": 200,
    "fetched_at": "2026-01-01T00:00:00Z",
    "length": 12345,
    "text": "Page content..."
  }
]

Installation

pip install crawlee requests

When to use

```
web_fetch
```
returns 403 / 429 / empty
Bulk scraping 10+ URLs
Sites using Cloudflare or similar bot protection