LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine…
CLI-first web scraping & content extraction with optional MCP server. Use when you have target URLs and need clean, selector-based outputs (html/md/txt).
Claude Code
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill scrapling --agent claude-code
Codex
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill scrapling -a codex -y
Cursor
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill scrapling -a cursor -y
Gemini CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill scrapling -a gemini-cli -y
GitHub Copilot
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill scrapling -a github-copilot -y
OpenCode
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill scrapling -a opencode -y
Windsurf
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill scrapling -a windsurf -y
name: "scrapling" description: "CLI-first web scraping & content extraction with optional MCP server. Use when you have target URLs and need clean, selector-based outputs (html/md/txt)."
Scrapling is a Python-based web scraping / extraction toolkit that exposes:
This skill is **CLI-first**. Prefer it when you already have URLs and need reliable, repeatable extraction (CSS selector → file).
Use `scrapling` when you need:
If you must *navigate* or *click through* a UI, use `playwright`. If you can directly fetch the target page and just need extraction, use `scrapling`.
A common pipeline: 1) Search → find candidate URLs 2) Scrapling → extract focused content from chosen URLs 3) LLM → summarize / transform / analyze extracted outputs
1) Python version (Scrapling requires Python >= 3.10):
python --version
2) Scrapling CLI availability:
scrapling --help
Scrapling’s CLI and MCP features are enabled via extras.
Recommended (CLI + MCP + fetchers):
python -m pip install "scrapling[ai]"
If you only want CLI fetch/extract without MCP:
python -m pip install "scrapling[fetchers]"
If you use browser-based fetchers, you may need browser binaries:
# Option A: via Scrapling helper (after install) scrapling install # Option B: directly via Playwright python -m playwright install
This skill ships a thin PowerShell wrapper:
It checks whether `scrapling` exists and prints install hints if missing.
scrapling extract get "https://example.com" out.md
scrapling extract get "https://example.com" out.txt --css-selector "main article"
scrapling extract get "https://example.com" out.html --css-selector "#content"
scrapling extract fetch "https://example.com" out.md --css-selector "main"
Tip: keep outputs in files and only feed the smallest relevant snippet to the LLM.
Scrapling can run as an MCP server. This is useful when:
Start MCP server (stdio transport by default):
scrapling mcp
Optional: run MCP server with HTTP transport:
scrapling mcp --http --host 127.0.0.1 --port 8765
{
"servers": {
"scrapling": {
"mode": "stdio",
"command": "scrapling",
"args": ["mcp"],
"required": false,
"note": "Requires: python -m pip install \"scrapling[ai]\""
}
}
}Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
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