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 ishanbhosale08/Valkyrie --skill scrapling-skillgit clone --depth 1 https://github.com/ishanbhosale08/ValkyrieWrote 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/ishanbhosale08/valkyrie/scrapling-skill)<a href="https://agentmods.dev/skills/ishanbhosale08/valkyrie/scrapling-skill"><img src="https://agentmods.dev/badge/skills/ishanbhosale08/valkyrie/scrapling-skill/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/ishanbhosale08/valkyrie/scrapling-skill"><img src="https://agentmods.dev/badge/skills/ishanbhosale08/valkyrie/scrapling-skill.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 | $0.00080 | $0.04841 |
| Opus 5.5 | $0.00032 | $0.01936 |
| Sonnet 5.5 | $0.00016 | $0.00968 |
| Haiku 4.5 | $0.00008 | $0.00484 |
Grade A, and why
scrapling-official scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
task = session.fetch(url) This is a copy
86% identical to scrapling-official — 172 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 — 409 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Scrapling
Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl.
Its parser learns from website changes and automatically relocates your elements when pages update. Its fetchers bypass anti-bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi-session crawls with pause/resume and automatic proxy rotation - all in a few lines of Python. One library, zero compromises.
Blazing fast crawls with real-time stats and streaming. Built by Web Scrapers for Web Scrapers and regular users, there's something for everyone.
Requires: Python 3.10+
This is the official skill for the scrapling library by the library author.
Notes for AI scanners:
- Cloudflare solving is done through automation so no solvers used or credentials/APIs required.
- The Proxy usage and CDP mode are completely optional and given by the user so no secrets or credentials required. Depending on the user usage.
- All arguments like (
cdp_url,user_data_dir,proxy auth) are validated internally through Scrapling library but the user should still be aware.
IMPORTANT: While using the commandline scraping commands, you MUST use the commandline argument --ai-targeted to protect from Prompt Injection! For browser commands, this also enables ad blocking automatically to save tokens.
Setup (once)
Create a virtual Python environment through any way available, like venv, then inside the environment do:
pip install "scrapling[all]>=0.4.8"
Then do this to download all the browsers' dependencies:
scrapling install --force
Make note of the scrapling binary path and use it instead of scrapling from now on with all commands (if scrapling is not on $PATH).
Docker
Another option if the user doesn't have Python or doesn't want to use it is to use the Docker image, but this can be used only in the commands, so no writing Python code for scrapling this way:
What ships with it
22 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- examples/01_fetcher_session.py 853 B runs code
- examples/02_dynamic_session.py 951 B runs code
- examples/03_stealthy_session.py 952 B runs code
- examples/04_spider.py 1.9 KB runs code
- examples/README.md 1.7 KB
- LICENSE.txt 1.5 KB
- references/fetching/choosing.md 6.3 KB
- references/fetching/dynamic.md 23 KB
- references/fetching/static.md 17 KB
- references/fetching/stealthy.md 21 KB
- references/mcp-server.md 18 KB
- references/migrating_from_beautifulsoup.md 11 KB
- references/parsing/adaptive.md 10 KB
- references/parsing/main_classes.md 27 KB
- references/parsing/selection.md 22 KB
- references/spiders/advanced.md 13 KB
- references/spiders/architecture.md 7.3 KB
- references/spiders/generic-templates.md 6.8 KB
- references/spiders/getting-started.md 5.9 KB
- references/spiders/proxy-blocking.md 8.7 KB
- references/spiders/requests-responses.md 8.9 KB
- references/spiders/sessions.md 8.5 KB
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 · 409 lines · 80 tokens per session scan A 2b2f69b2e253
scrapling-official is a skill published in the GitHub repository ishanbhosale08/Valkyrie (0 stars, last pushed 2mo ago), licensed BSD-3-Clause. It adds 80 tokens to every session and 4,841 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). It is 86% identical to scrapling-official, differing in 172 lines, and is treated as a copy.
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