self-learning-agent-patterns
Pass
Audited by Gen Agent Trust Hub on Apr 8, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill is a documentation and design pattern guide for developing adaptive agents. It contains illustrative code snippets in TypeScript and Python that use standard libraries and perform no network or file system operations.- [SAFE]: Code examples for signal detection correctly handle environment variables for session tracking (e.g., SESSION_ID) without exposing sensitive credentials or secrets.- [SAFE]: The skill explicitly includes a 'Safety Constraints' section that advocates for human-in-the-loop verification, learning rate limits, and rollback mechanisms to prevent agent behavior poisoning or runaway learning cycles.- [SAFE]: No obfuscation, prompt injection, or remote code execution patterns were found. All external references are conceptual and focus on agent architecture best practices.
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