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.
npx skills add johnson7788/MultiUserClaw --skill scraplinggit clone --depth 1 https://github.com/johnson7788/MultiUserClawWrote 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.
[](https://agentmods.dev/skills/johnson7788/multiuserclaw/scrapling)<a href="https://agentmods.dev/skills/johnson7788/multiuserclaw/scrapling"><img src="https://agentmods.dev/badge/skills/johnson7788/multiuserclaw/scrapling/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/johnson7788/multiuserclaw/scrapling"><img src="https://agentmods.dev/badge/skills/johnson7788/multiuserclaw/scrapling.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00029 | $0.02249 |
| Opus 5.5 | $0.00012 | $0.00900 |
| Sonnet 5.5 | $0.00006 | $0.00450 |
| Haiku 4.5 | $0.00003 | $0.00225 |
Grade A, and why
scrapling scanned grade A with 0 findings 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 1mo ago.
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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
94% identical to scrapling — 2 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.
How it starts
The opening of the file, as written. The whole thing — 337 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Scrapling
Scrapling is a web scraping framework with anti-bot bypass, stealth browser automation, and a spider framework. It provides three fetching strategies (HTTP, dynamic JS, stealth/Cloudflare) and a full CLI.
This skill is for educational and research purposes only. Users must comply with local/international data scraping laws and respect website Terms of Service.
When to Use
- Scraping static HTML pages (faster than browser tools)
- Scraping JS-rendered pages that need a real browser
- Bypassing Cloudflare Turnstile or bot detection
- Crawling multiple pages with a spider
- When the built-in
web_extracttool does not return the data you need
Installation
pip install "scrapling[all]"
scrapling install
Minimal install (HTTP only, no browser):
pip install scrapling
With browser automation only:
pip install "scrapling[fetchers]"
scrapling install
Quick Reference
| Approach | Class | Use When |
|---|---|---|
| HTTP | Fetcher / FetcherSession |
Static pages, APIs, fast bulk requests |
| Dynamic | DynamicFetcher / DynamicSession |
JS-rendered content, SPAs |
| Stealth | StealthyFetcher / StealthySession |
Cloudflare, anti-bot protected sites |
| Spider | Spider |
Multi-page crawling with link following |
CLI Usage
Extract Static Page
scrapling extract get 'https://example.com' output.md
With CSS selector and browser impersonation:
scrapling extract get 'https://example.com' output.md \
--css-selector '.content' \
--impersonate 'chrome'
Extract JS-Rendered Page
scrapling extract fetch 'https://example.com' output.md \
--css-selector '.dynamic-content' \
--disable-resources \
--network-idle
Extract Cloudflare-Protected Page
scrapling extract stealthy-fetch 'https://protected-site.com' output.html \
--solve-cloudflare \
--block-webrtc \
--hide-canvas
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.
- 1mo ago First seen · 337 lines · 29 tokens per session scan A fdf4c925f55a
scrapling is a skill published in the GitHub repository johnson7788/MultiUserClaw (327 stars, last pushed 2mo ago), licensed MIT. It adds 29 tokens to every session and 2,249 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 94% identical to scrapling, differing in 2 lines, and is treated as a copy.
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