browseAutomate web browser interactions using natural language via CLI commands. Use when the user asks to browse websites, navigate web pages, extract data from w...
Install via ClawdBot CLI:
clawdbot install pkiv/browseGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → http://127.0.0.1:14113/v1/functions/my-automation/invokePotentially destructive shell commands in tool definitions
eval(Calls external URL not in known-safe list
https://browserbase.comAI Analysis
The skill provides legitimate browser automation instructions using the documented stagehand CLI and Browserbase API. The 'UNKNOWN_DATA_SINK' signal appears to be a local development endpoint (127.0.0.1), not external exfiltration. The primary risk is potential misuse of the automation tool, not inherent malicious behavior in the skill definition.
Generated Mar 1, 2026
Automate daily checks on competitor product pages to scrape pricing, availability, and promotional data. This enables retailers to adjust their own pricing strategies dynamically and maintain competitive advantage in fast-moving markets.
Scrape property details, images, and contact information from multiple real estate websites to create a centralized database. This helps agencies and investors quickly analyze market trends and identify new opportunities without manual data entry.
Automate the collection of news articles and social media posts from financial websites to extract sentiment and key metrics. This supports traders and analysts in making data-driven decisions by monitoring market reactions and trends in real-time.
Scrape job listings from various career sites to gather information on roles, salaries, and required skills. This assists HR departments and recruitment agencies in understanding labor market demands and optimizing hiring strategies efficiently.
Automate the extraction of scholarly articles, citations, and datasets from academic journals and repositories. This enables researchers to compile comprehensive literature reviews and analyze trends without spending hours on manual searches.
Offer a SaaS platform where businesses subscribe to receive automated, real-time data feeds from web sources. Revenue is generated through monthly or annual fees, with tiered pricing based on data volume and frequency of updates.
Provide bespoke browser automation solutions tailored to client-specific needs, such as scraping proprietary websites or integrating with internal systems. Revenue comes from one-time project fees or ongoing maintenance contracts.
Deploy functions as APIs that clients can call to retrieve processed data on-demand, charging per API call or based on usage tiers. This model scales easily with client demand and reduces infrastructure overhead for users.
💬 Integration Tip
Ensure the package.json is correctly configured with pinned dependencies and required fields to avoid deployment failures, and use the local dev server for thorough testing before publishing.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
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OpenClaw skill for the agent-browser CLI (Rust-based with Node.js fallback) enabling AI-friendly web automation with snapshots, refs, and structured commands.
A modern text-based browser. Renders web pages in the terminal using headless Firefox.