unbrowse-openclawAnalyze any website's network traffic and turn it into reusable API skills backed by a shared marketplace. Skills discovered by any agent are published, scor...
Install via ClawdBot CLI:
clawdbot install cnm-byd/unbrowse-openclawGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Post → https://trends.withgoogle.com/trends/us/artificial-intelligence-search-trends/\Potentially destructive shell commands in tool definitions
exec(Calls external URL not in known-safe list
https://github.com/unbrowse-ai/unbrowseUses known external API (expected, informational)
raw.githubusercontent.comGenerated Mar 21, 2026
Automates data extraction from competitor websites, social media feeds, and e-commerce platforms to gather pricing, product details, and customer sentiment. Enables real-time monitoring without manual scraping or API dependencies, ideal for marketing and strategy teams.
Extracts structured content like articles, posts, and updates from news sites, blogs, and social networks for content curation or alert systems. Reduces reliance on official APIs, allowing quick adaptation to site changes for media and publishing industries.
Monitors product listings, prices, and stock levels across multiple e-commerce sites by discovering and reusing API endpoints. Automates data collection for dynamic pricing strategies and inventory management without needing site-specific integrations.
Analyzes network traffic from platforms like LinkedIn and X to extract user posts, likes, and engagement metrics for sentiment analysis or campaign tracking. Facilitates automated reporting and interaction without official API limits or documentation.
Uses learned API skills to automate form submissions, data retrieval, and interactions on gated sites like internal tools or customer portals. Streamlines repetitive tasks in industries like finance or logistics where manual entry is time-consuming.
Offers tiered subscriptions for access to the Unbrowse platform and shared skill marketplace. Revenue comes from monthly fees based on usage limits, skill discovery credits, and premium features like advanced analytics or priority support.
Provides customized licenses for large organizations needing dedicated support, on-premise deployment, or integration with existing systems. Revenue is generated through upfront licensing fees, annual maintenance contracts, and consulting services for tailored workflows.
Offers a free tier with basic features and limited skill executions, encouraging user adoption. Monetizes through credit purchases for additional API calls, skill recipes, or premium endpoints, appealing to small businesses and developers.
💬 Integration Tip
Ensure Bun is installed and the server is running via CLI commands; use the --path, --extract, and --limit flags for efficient data parsing instead of external tools to avoid shell escaping issues.
Scored Jun 17, 2026
AI Analysis
The skill's primary function is to analyze and learn from public website traffic to create reusable API skills, which involves expected external calls. The 'UNKNOWN_DATA_SINK' signal appears to be a misinterpretation of a URL used as an example target for analysis, not a data exfiltration endpoint. The main risks are operational (shell command usage, dependency on external terms) rather than malicious data theft or credential harvesting.
Audited Apr 17, 2026 · audit v1.0
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