context-degradation

Pass

Audited by Gen Agent Trust Hub on Mar 23, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill is primarily educational, providing patterns and strategies for diagnosing context-related performance issues in AI agents. No malicious instructions or behavioral overrides were found.
  • [SAFE]: The Python script scripts/degradation_detector.py is a diagnostic tool that uses local logic and standard libraries (numpy, re) to simulate and measure context metrics. It does not perform any network operations, file system modifications, or sensitive data access.
  • [SAFE]: No obfuscation, data exfiltration, or privilege escalation patterns were detected across the skill's documentation or scripts.
  • [SAFE]: The skill mentions futuristic or speculative model versions (e.g., GPT-5.2, Claude 4.5), which appears to be illustrative or speculative content rather than metadata poisoning or deceptive practices.
Audit Metadata
Risk Level
SAFE
Analyzed
Mar 23, 2026, 01:29 PM