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cloudflare-aware-scrape

@BenderFendor/Thesis
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Detect and document Cloudflare or anti-bot challenge responses while scraping. Use when a site returns "Just a moment...", /cdn-cgi/ pages, or requires JS verification; provides detection heuristics, retry steps, and fallback capture methods.

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SKILL.md

name cloudflare-aware-scrape
description Detect and document Cloudflare or anti-bot challenge responses while scraping. Use when a site returns "Just a moment...", /cdn-cgi/ pages, or requires JS verification; provides detection heuristics, retry steps, and fallback capture methods.

Cloudflare-Aware Scrape

Overview

Identify when you are seeing a challenge page and apply a consistent fallback and reporting workflow.

Quick start

  1. Fetch or render the target page.
  2. Check for challenge signals from references/challenge-signals.md.
  3. If challenged, retry once with dev-browser and capture evidence.
  4. If still blocked, use the fallback playbook and document access notes.

Workflow

1) Detect challenges

  • Inspect the page title, HTML, and obvious banners.
  • Use references/challenge-signals.md to classify as "challenge" vs "normal".

2) Retry with dev-browser

  • Load the page in a persistent dev-browser context.
  • Wait briefly, then re-check page.title() and page.url().
  • Capture a screenshot if the challenge persists.

3) Use fallbacks

  • Follow references/fallbacks.md in order: dev-browser retry, Jina snapshot, direct fetch.
  • Do not rely on fallback content without noting limitations.

4) Record access notes

  • State which access path succeeded and which failed.
  • Include URLs, timestamps (if relevant), and evidence captured.

Resources

  • references/challenge-signals.md
  • references/fallbacks.md