Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Authors
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

ProTermsPrivacyRefunds
Back to skills

Browser Based Google Search Scraper

ASecurity

Search Google using scrapling and return structured results (title, link, snippet). Invoke when user asks to search Google or find information online. Your device should be able to lanuch broswer with UI.

19 stars
0 votes
0 copies
0 views
Added 9/19/2026
ai-agentspythongobashdebuggingapici/cd

Works with

api

Security Analysis

A96/100
mediumInstalls packages at runtime which could introduce malicious dependencies

Scanned 9/19/2026

Install to Claude Code

$npx -y skills add rondoflow/rondoflow --skill browser-based-google-search-scraper --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Browser Based Google Search Scraper?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Browser Based Google Search Scraper
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/rondoflow-browser-based-google-search-scraper/badge)](https://www.skillsdirectory.com/skills/rondoflow-browser-based-google-search-scraper)

More formats (shields.io, HTML) on the badges page.

Download with Pro
Files
SKILL.md
---
name: browser-based-google-search-scraper
description: "Search Google using scrapling and return structured results (title, link, snippet). Invoke when user asks to search Google or find information online. Your device should be able to lanuch broswer with UI."
category: "Web & Scraping"
author: community
version: "0.0.1"
icon: globe
---

# Google Search

This skill searches Google using a stealthy fetcher and returns structured results suitable for LLM consumption.

## Usage

Run the python script `google_search.py` with the query as an argument.

```bash
python google_search.py "<query>"
```

## File Structure

- **google_search.py**: The main script. It uses `scrapling` to perform the Google search. It launches a browser instance to fetch results, ensuring high success rates by mimicking real user behavior.
- **verify_search.py**: A debugging script. It runs a predefined set of queries to verify that the search functionality works correctly.
- **requirements.txt**: Lists the Python dependencies required for the project.

## Requirements

- Python 3
- `scrapling` package installed (with `playwright` and `curl_cffi` dependencies)

To install dependencies:
```bash
pip install -r requirements.txt
playwright install  # Required for browser automation. If slow, consider downloading manually.
```

## Notes & Troubleshooting

### Browser Environment (Headless=False)
This skill is configured to run with **`headless=False`** (see `google_search.py`). This means:
1.  **GUI Required**: The environment where this code runs **must** support a Graphical User Interface (GUI). It will launch a visible browser window.
2.  **No Headless Servers**: It will likely fail on headless servers (like standard CI/CD runners or SSH-only servers) unless X11 forwarding or a virtual display (like `xvfb`) is configured.

### Debugging with `verify_search.py`
If you encounter issues or want to test if the setup is working:
1.  Run `python verify_search.py`.
2.  This script will execute several test queries (e.g., "python tutorial", mixed English/Chinese).
3.  Watch the browser window to see if it opens and loads Google results.
4.  Check the console output for success messages or error logs.

Attribution

rondoflowrondoflow
View sourceMore from rondoflow →
SSkills DirectorySkills Directory

Ship a skill? Prove it's safe.

Free 120-pattern security scan, letter grade, and an embeddable README badge.

Submit a skill

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Ship a skill? Prove it's safe.

Free 120-pattern security scan, letter grade, and an embeddable README badge.

Submit a skill

Related Skills

Caveman

Ultra-compressed communication mode that cuts output tokens while keeping technical accuracy. Levels: lite, full, ultra and the wenyan variants. Use for /caveman, "caveman mode", "talk like caveman", "be brief" or "less tokens".

1074701 votes

Hyperplan

Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...

693621 votes

Mcp Code Execution

Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.

3351 votes

catchup

Recovers the conversation and failed tool calls of a previous Codex, Claude Code, Antigravity, Cline, Copilot CLI, Cursor, DeepSeek Harness, Kimi, OpenCode, Pi Agent, or ZCode session. Use when the user says "catch up", "what did the last session do", "get me up to speed", "I switched agents", asks to recover/summarize a previous session before continuing, or asks to diagnose or report a catchup failure. Do NOT use for the current conversation, git history, or any non-agent log.

691 votes

math-skill

A comprehensive mathematical reasoning skill for AI assistants — handles arithmetic to research-level problems with rigorous step-by-step reasoning, systematic verification, and transparent uncertainty handling

381 votes
View all in ai-agents →