Brightdata SDK
brightdata/skills
Web data extraction and discovery using the Bright Data Python SDK.
Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
$ npx skills add Tommy-yw/RunbookHermes --skill scrapling -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Tommy-yw/RunbookHermes scrapling --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Tommy-yw/RunbookHermes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/optional-skills/research/scrapling .claude/skills/scrapling && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "scrapling" agent skill from https://github.com/Tommy-yw/RunbookHermes/tree/main/optional-skills/research/scrapling into .claude/skills/scrapling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scrapling", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Tommy-yw/RunbookHermes/tree/main/optional-skills/research/scraplingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Tommy-yw/RunbookHermes --skill scrapling -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Tommy-yw/RunbookHermes scrapling --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tommy-yw/RunbookHermes.git skills-src && mkdir -p .agents/skills && cp -r skills-src/optional-skills/research/scrapling .agents/skills/scrapling && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "scrapling" agent skill from https://github.com/Tommy-yw/RunbookHermes/tree/main/optional-skills/research/scrapling into .agents/skills/scrapling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scrapling", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Tommy-yw/RunbookHermes --skill scrapling -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Tommy-yw/RunbookHermes scrapling --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tommy-yw/RunbookHermes.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/optional-skills/research/scrapling .cursor/skills/scrapling && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "scrapling" agent skill from https://github.com/Tommy-yw/RunbookHermes/tree/main/optional-skills/research/scrapling into .cursor/skills/scrapling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scrapling", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Tommy-yw/RunbookHermes.git --path optional-skills/research/scrapling--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Tommy-yw/RunbookHermes --skill scrapling -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Tommy-yw/RunbookHermes scrapling --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tommy-yw/RunbookHermes.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/optional-skills/research/scrapling .gemini/skills/scrapling && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "scrapling" agent skill from https://github.com/Tommy-yw/RunbookHermes/tree/main/optional-skills/research/scrapling into .gemini/skills/scrapling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scrapling", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Tommy-yw/RunbookHermes scraplingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Tommy-yw/RunbookHermes --skill scrapling -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Tommy-yw/RunbookHermes.git skills-src && mkdir -p .github/skills && cp -r skills-src/optional-skills/research/scrapling .github/skills/scrapling && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "scrapling" agent skill from https://github.com/Tommy-yw/RunbookHermes/tree/main/optional-skills/research/scrapling into .github/skills/scrapling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scrapling", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Tommy-yw/RunbookHermes --skill scrapling -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Tommy-yw/RunbookHermes scrapling --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Tommy-yw/RunbookHermes.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/optional-skills/research/scrapling .opencode/skills/scrapling && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "scrapling" agent skill from https://github.com/Tommy-yw/RunbookHermes/tree/main/optional-skills/research/scrapling into .opencode/skills/scrapling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scrapling", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
scraplingWeb scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
Scrapling is an agent skill from Tommy-yw/RunbookHermes. Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Web scraping and Browser automation. It works with Cloudflare and Python. The repository describes itself as: Hermes-native AIOps agent for evidence-driven incident response, approval-gated remediation, and runbook learning. The licence is MIT.
Read from SKILL.md and the folder at commit 7fd2b9a. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
pipFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
protected-site.comquotes.toscrape.comAlso links to:
github.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Scrapling loads about 2.3k tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 365 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Tommy-yw/RunbookHermes at commit 7fd2b9a, republished under its MIT licence (© Tommy-yw). 365 words, ~2,258 tokens.
.claude/skills/scrapling/SKILL.md (or your agent's skills folder).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.
web_extract tool does not return the data you needpip install "scrapling[all]"
scrapling installMinimal install (HTTP only, no browser):
pip install scraplingWith browser automation only:
pip install "scrapling[fetchers]"
scrapling install| 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 |
scrapling extract get 'https://example.com' output.mdWith CSS selector and browser impersonation:
scrapling extract get 'https://example.com' output.md \
--css-selector '.content' \
--impersonate 'chrome'scrapling extract fetch 'https://example.com' output.md \
--css-selector '.dynamic-content' \
--disable-resources \
--network-idlescrapling extract stealthy-fetch 'https://protected-site.com' output.html \
--solve-cloudflare \
--block-webrtc \
--hide-canvasscrapling extract post 'https://example.com/api' output.json \
--json '{"query": "search term"}'The output format is determined by the file extension:
.html -- raw HTML.md -- converted to Markdown.txt -- plain text.json / .jsonl -- JSONfrom scrapling.fetchers import Fetcher
page = Fetcher.get('https://quotes.toscrape.com/')
quotes = page.css('.quote .text::text').getall()
for q in quotes:
print(q)from scrapling.fetchers import FetcherSession
with FetcherSession(impersonate='chrome') as session:
page = session.get('https://example.com/', stealthy_headers=True)
links = page.css('a::attr(href)').getall()
for link in links[:5]:
sub = session.get(link)
print(sub.css('h1::text').get())page = Fetcher.post('https://api.example.com/data', json={"key": "value"})
page = Fetcher.put('https://api.example.com/item/1', data={"name": "updated"})
page = Fetcher.delete('https://api.example.com/item/1')page = Fetcher.get('https://example.com', proxy='http://user:pass@proxy:8080')For pages that require JavaScript execution (SPAs, lazy-loaded content):
from scrapling.fetchers import DynamicFetcher
page = DynamicFetcher.fetch('https://example.com', headless=True)
data = page.css('.js-loaded-content::text').getall()page = DynamicFetcher.fetch(
'https://example.com',
wait_selector=('.results', 'visible'),
network_idle=True,
)Blocks fonts, images, media, stylesheets (~25% faster):
from scrapling.fetchers import DynamicSession
with DynamicSession(headless=True, disable_resources=True, network_idle=True) as session:
page = session.fetch('https://example.com')
items = page.css('.item::text').getall()from playwright.sync_api import Page
from scrapling.fetchers import DynamicFetcher
def scroll_and_click(page: Page):
page.mouse.wheel(0, 3000)
page.wait_for_timeout(1000)
page.click('button.load-more')
page.wait_for_selector('.extra-results')
page = DynamicFetcher.fetch('https://example.com', page_action=scroll_and_click)
results = page.css('.extra-results .item::text').getall()For Cloudflare-protected or heavily fingerprinted sites:
from scrapling.fetchers import StealthyFetcher
page = StealthyFetcher.fetch(
'https://protected-site.com',
headless=True,
solve_cloudflare=True,
block_webrtc=True,
hide_canvas=True,
)
content = page.css('.protected-content::text').getall()from scrapling.fetchers import StealthySession
with StealthySession(headless=True, solve_cloudflare=True) as session:
page1 = session.fetch('https://protected-site.com/page1')
page2 = session.fetch('https://protected-site.com/page2')All fetchers return a Selector object with these methods:
page.css('h1::text').get() # First h1 text
page.css('a::attr(href)').getall() # All link hrefs
page.css('.quote .text::text').getall() # Nested selectionpage.xpath('//div[@class="content"]/text()').getall()
page.xpath('//a/@href').getall()page.find_all('div', class_='quote') # By tag + attribute
page.find_by_text('Read more', tag='a') # By text content
page.find_by_regex(r'\$\d+\.\d{2}') # By regex patternFind elements with similar structure (useful for product listings, etc.):
first_product = page.css('.product')[0]
all_similar = first_product.find_similar()el = page.css('.target')[0]
el.parent # Parent element
el.children # Child elements
el.next_sibling # Next sibling
el.prev_sibling # Previous siblingFor multi-page crawling with link following:
from scrapling.spiders import Spider, Request, Response
class QuotesSpider(Spider):
name = "quotes"
start_urls = ["https://quotes.toscrape.com/"]
concurrent_requests = 10
download_delay = 1
async def parse(self, response: Response):
for quote in response.css('.quote'):
yield {
"text": quote.css('.text::text').get(),
"author": quote.css('.author::text').get(),
"tags": quote.css('.tag::text').getall(),
}
next_page = response.css('.next a::attr(href)').get()
if next_page:
yield response.follow(next_page)
result = QuotesSpider().start()
print(f"Scraped {len(result.items)} quotes")
result.items.to_json("quotes.json")Route requests to different fetcher types:
from scrapling.fetchers import FetcherSession, AsyncStealthySession
class SmartSpider(Spider):
name = "smart"
start_urls = ["https://example.com/"]
def configure_sessions(self, manager):
manager.add("fast", FetcherSession(impersonate="chrome"))
manager.add("stealth", AsyncStealthySession(headless=True), lazy=True)
async def parse(self, response: Response):
for link in response.css('a::attr(href)').getall():
if "protected" in link:
yield Request(link, sid="stealth")
else:
yield Request(link, sid="fast", callback=self.parse)spider = QuotesSpider(crawldir="./crawl_checkpoint")
spider.start() # Ctrl+C to pause, re-run to resume from checkpointscrapling install after pip install -- without it, DynamicFetcher and StealthyFetcher will failsolve_cloudflare=True adds 5-15 seconds to fetch time -- only enable when needed© Tommy-yw, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in optional-skills/research/scrapling of Tommy-yw/RunbookHermes.
Open the folder on GitHubat commit 7fd2b9a
We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in Tommy-yw/RunbookHermes, which our catalogue first saw on October 7, 2026.
Scrapling next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Scrapling this skillTommy-yw/RunbookHermes | 546 | 3 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Brightdata SDKbrightdata/skills | 264 | — | ~5.2k | Automated safety check: Pass | MIT | |
| Browserbase SessionsLeoYeAI/openclaw-master-skills | 2.2k | — | ~6k | Automated safety check: Pass | MIT | |
| ScraplingCedriccmh/claude-code-skill-scrapling | 440 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Airbnb Listing Detail Fetcherbrowser-act/skills | 6.1k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Scraplingarchibate/dotfiles-opencode | 107 | 1 repos | ~4.9k | Automated safety check: Warn | BSD-3-Clause |
brightdata/skills
Web data extraction and discovery using the Bright Data Python SDK.
LeoYeAI/openclaw-master-skills
Create and manage persistent Browserbase cloud browser sessions with authentication persistence.
Cedriccmh/claude-code-skill-scrapling
使用 scrapling 进行网页抓取和数据提取。根据目标网站特征自动选择最佳 Fetcher, 生成并执行 Python 脚本完成任务。Use when: (1) 抓取/爬取网页内容或数据(scrape, crawl, fetch page, extract data) (2) 需要绕过 Cloudflare/WAF 等反爬保护 (3) 登录后抓取受保护页面 (4) 解析已有 HTML…
browser-act/skills
Fetches full Airbnb listing details for a numeric listing ID, including amenities, photos, house rules and ratings, through the site's internal GraphQL API.
archibate/dotfiles-opencode
Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering.
aAAaqwq/AGI-Super-Team
Scrape and download all images from a given URL. An agent skill from aAAaqwq/AGI-Super-Team.
Tommy-yw/RunbookHermes
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
Tommy-yw/RunbookHermes
Pharmaceutical research assistant for drug discovery workflows.
Tommy-yw/RunbookHermes
Fetch YouTube video transcripts and transform them into structured content (chapters, summaries, threads, blog posts).
Tommy-yw/RunbookHermes
Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories.
Tommy-yw/RunbookHermes
Production pipeline for interactive and generative visual art using p5.js.
Tommy-yw/RunbookHermes
Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals.
Works with
Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python. Scrapling is an agent skill from Tommy-yw/RunbookHermes. Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
Scrapling fits situations like: tasks that involve Web scraping; tasks that involve Browser automation.
Run `npx skills add Tommy-yw/RunbookHermes --skill scrapling -a claude-code`. Or copy the skill folder (optional-skills/research/scrapling in Tommy-yw/RunbookHermes) into .claude/skills/scrapling in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Tommy-yw/RunbookHermes --skill scrapling -a codex`. Or copy the skill folder (optional-skills/research/scrapling in Tommy-yw/RunbookHermes) into .agents/skills/scrapling in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Tommy-yw/RunbookHermes --skill scrapling -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scrapling, .gemini/skills/scrapling, .github/skills/scrapling and .opencode/skills/scrapling in your project.
Going by SKILL.md and its folder, Scrapling needs the command-line tools its instructions call (pip). Our summary lists: Python 3.
SKILL.md names 3 domains. In commands or code: protected-site.com and quotes.toscrape.com; the agent is likely to contact these when it follows the instructions. As links in the text: github.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Scrapling is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Scrapling: Brightdata SDK (brightdata/skills, 264 stars), Browserbase Sessions (LeoYeAI/openclaw-master-skills, 2.2k stars), Scrapling (Cedriccmh/claude-code-skill-scrapling, 440 stars) and Airbnb Listing Detail Fetcher (browser-act/skills, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Tommy-yw (a GitHub user) maintains it in Tommy-yw/RunbookHermes, which has 546 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on May 18, 2026.
Source: Tommy-yw/RunbookHermes on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.