facebook-group-monitorMonitor Facebook groups for new posts using Playwright browser automation with stealth mode and persistent login session. Scrapes group feed, tracks seen pos...
Install via ClawdBot CLI:
clawdbot install phuc-nt/facebook-group-monitorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
post → https://www.facebook.com/groups/Calls external URL not in known-safe list
https://www.facebook.com/groups/123456AI Analysis
The skill's external calls (facebook.com) are consistent with its stated purpose of monitoring Facebook groups and do not indicate unauthorized data exfiltration. The primary risk is the use of persistent browser sessions and local credential storage, which is a standard implementation pattern for this type of automation but requires user trust in the script.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Businesses can use this skill to automatically track competitor Facebook groups for new product announcements, promotional posts, or customer feedback. The stitched feed screenshot enables efficient analysis of multiple posts in one vision call, identifying market trends or competitive moves without manual checking.
Individuals or resellers can monitor Facebook Marketplace groups for specific items like books, electronics, or collectibles. The skill scrapes new listings, captures feed screenshots for visual analysis of item conditions and prices, and alerts users to potential deals or rare finds based on custom prompts.
Community managers or organizations can track activity in their own Facebook groups to monitor new posts, member interactions, or content trends. The deduplication feature ensures only fresh content is reported, helping maintain engagement and respond promptly to discussions or issues.
Users can set up automated checks for Facebook groups related to local events, garage sales, or limited-time offers. The skill captures feed strips to visually identify new event details, sale items, or pricing changes, enabling timely participation or purchasing decisions.
Researchers or analysts can scrape Facebook groups for user-generated content on topics like health trends, political discussions, or consumer behavior. The persistent login and screenshot stitching allow efficient data collection over time, supporting qualitative analysis without violating group privacy policies.
Offer a subscription-based service where users provide Facebook group URLs, and the skill automatically monitors and reports new posts via email or dashboard. Revenue comes from monthly fees tiered by the number of groups or frequency of checks, targeting small businesses or individual resellers.
Aggregate scraped data from multiple Facebook groups into datasets on market trends, product prices, or consumer sentiment. Sell these insights to companies in retail, marketing, or research industries, ensuring compliance with data usage policies and anonymizing personal information.
Provide custom integration services to businesses that need tailored Facebook group monitoring, such as adding specific analysis prompts or connecting to CRM systems. Charge for development, setup, and ongoing maintenance, targeting enterprises with niche monitoring needs.
💬 Integration Tip
Ensure the --shots-dir parameter points to a workspace path accessible by the agent's image tool, and always include author-specific prompts in vision calls to focus on new posts within the stitched feed screenshot.
Scored Jun 19, 2026
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