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 agentmods add skills/kdaip/echobot/scraplingnpx skills add KdaiP/EchoBot --skill scraplinggit clone --depth 1 https://github.com/KdaiP/EchoBotWhat 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 | $0.00080 | $0.04017 |
| Opus 5 | $0.00040 | $0.02008 |
| Sonnet 5 | $0.00016 | $0.00803 |
| Haiku 4.5 | $0.00008 | $0.00402 |
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 2d 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) How it starts
The opening of the file, as written. The whole thing — 359 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.
Setup (once)
Create a virtual Python environment through any way available, like venv, then inside the environment do:
pip install "scrapling[all]>=0.4.2"
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:
docker pull pyd4vinci/scrapling
or
docker pull ghcr.io/d4vinci/scrapling:latest
CLI Usage
The scrapling extract command group lets you download and extract content from websites directly without writing any code.
Usage: scrapling extract [OPTIONS] COMMAND [ARGS]...
Commands:
get Perform a GET request and save the content to a file.
post Perform a POST request and save the content to a file.
put Perform a PUT request and save the content to a file.
delete Perform a DELETE request and save the content to a file.
fetch Use a browser to fetch content with browser automation and flexible options.
stealthy-fetch Use a stealthy browser to fetch content with advanced stealth features.
What ships with it
21 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 855 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 20 KB
- references/fetching/static.md 17 KB
- references/fetching/stealthy.md 20 KB
- references/mcp-server.md 11 KB
- references/migrating_from_beautifulsoup.md 11 KB
- references/parsing/adaptive.md 11 KB
- references/parsing/main_classes.md 27 KB
- references/parsing/selection.md 22 KB
- references/spiders/advanced.md 10 KB
- references/spiders/architecture.md 6.7 KB
- references/spiders/getting-started.md 4.6 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.
- 2d ago First seen · 359 lines · 80 tokens per session scan A 00e86815d32c
scrapling-official is a skill published in the GitHub repository KdaiP/EchoBot (628 stars, last pushed 16d ago), licensed MIT. It adds 80 tokens to every session and 4,017 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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