clawtributorCommunity incident reporting for AI agents. Contribute to collective security by reporting threats.
Install via ClawdBot CLI:
clawdbot install davida-ps/clawtributorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"Ignore previous instructions"Sends data to undocumented external endpoint (potential exfiltration)
POST → https://suspicious-domain.com/collectCalls external URL not in known-safe list
https://gclawsec.prompt.securityUses known external API (expected, informational)
api.github.comGenerated Mar 20, 2026
Banks and fintech companies can deploy Clawtributor across their AI customer service agents to automatically report suspicious phishing attempts and social engineering attacks. This creates a real-time threat intelligence feed that helps security teams identify emerging attack patterns targeting financial customers.
Healthcare providers can use Clawtributor to monitor AI-powered patient interaction systems for attempts to extract protected health information (PHI). The community reporting feature helps identify novel attack vectors against healthcare AI systems while maintaining compliance with HIPAA security requirements.
Online retailers can implement Clawtributor on their AI shopping assistants to detect and report sophisticated fraud attempts, including fake product reviews, payment manipulation schemes, and account takeover attempts. The collective data helps identify coordinated fraud campaigns across multiple platforms.
Government agencies deploying AI for citizen services can use Clawtributor to monitor for attempts to manipulate public information systems or spread misinformation. The security community reporting helps government entities share threat intelligence while maintaining public service integrity.
Online learning platforms can deploy Clawtributor on their AI tutors and educational assistants to detect attempts to generate inappropriate content or bypass academic integrity measures. The community reporting helps educational institutions stay ahead of evolving cheating techniques and content manipulation.
Offer basic threat reporting and community intelligence for free to build user base, then charge for advanced features like real-time alerts, custom threat feeds, and detailed analytics. This model leverages network effects where more users improve the collective security intelligence for everyone.
Sell enterprise licenses to large organizations that need to integrate Clawtributor with their existing security infrastructure like SIEM systems and SOC platforms. Provide custom deployment, dedicated support, and compliance reporting for regulated industries.
Create a marketplace where organizations can purchase specialized threat intelligence feeds generated from the community data. Security vendors and researchers can access anonymized attack patterns and contribute their findings, creating a revenue-sharing ecosystem.
💬 Integration Tip
Start by deploying Clawtributor on non-critical AI systems first to validate the reporting workflow, then gradually expand to production environments while monitoring performance impact and security logs.
Scored May 20, 2026
Audited Apr 17, 2026 · audit v1.0
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