drift-guard-srDetect personality drift, sycophancy creep, and capability degradation in AI agents before they become problems. Tracks behavior metrics over time against he...
Install via ClawdBot CLI:
clawdbot install TheShadowRose/drift-guard-srGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
webhook → https://example.com/webhook/drift-alertCalls external URL not in known-safe list
https://ko-fi.com/theshadowroseAI Analysis
The skill sends data to an external webhook and a Ko-fi donation link, which are not inherently malicious but are undocumented external calls. These actions are likely for intended functionality (alerts) and funding, not credential harvesting or data exfiltration. However, the lack of transparency about external data flows warrants a low-risk classification.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Ensures AI-powered customer service agents maintain consistent tone and helpfulness over time, preventing them from becoming overly verbose or developing sycophantic behavior that could frustrate users. This is critical for maintaining brand voice and service quality standards.
Monitors technical support AI agents to detect when they start hedging answers or losing technical depth, ensuring users receive accurate, confident technical guidance. Prevents capability degradation that could lead to incorrect troubleshooting advice.
Maintains the teaching style and engagement level of AI tutors, preventing them from becoming either too robotic or overly enthusiastic. Ensures consistent educational quality and appropriate encouragement levels for student learning.
Tracks AI healthcare assistants to ensure they maintain appropriate tone and factual accuracy, preventing dangerous drift into overconfidence or excessive caution when providing health information. Critical for patient safety and regulatory compliance.
Detects when AI financial advisors start using excessive hedging language or validation-seeking behavior that could mislead clients about investment risks. Ensures consistent regulatory compliance and professional communication standards.
Offer Drift Guard as a cloud-based monitoring service with tiered pricing based on number of agents monitored, frequency of checks, and alert volume. Enterprise tiers include advanced analytics and API integrations with existing AI platforms.
Sell perpetual licenses to large organizations with custom integration into their existing AI infrastructure. Includes professional services for baseline setup, threshold configuration, and integration with incident response systems.
Provide implementation services to help companies set up drift monitoring, establish healthy baselines, and integrate with their AI deployment pipelines. Includes ongoing optimization and drift analysis consulting.
💬 Integration Tip
Start by establishing a robust baseline with 20+ high-quality responses before monitoring, and integrate drift checks into your CI/CD pipeline to catch issues before deployment.
Scored Jun 19, 2026
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