empirical-prompt-tuning
Pass
Audited by Gen Agent Trust Hub on May 13, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill defines a structured quality assurance methodology for prompt engineering and iterative improvement. It does not contain any executable code or malicious instructions.
- [COMMAND_EXECUTION]: The workflow leverages the platform's native multi-agent orchestration features to dispatch subagents for prompt evaluation. This is a legitimate use of the agent's capabilities for testing and validation purposes.
- [PROMPT_INJECTION]: The skill processes 'target prompts' for evaluation. It uses a structured 'Subagent invocation contract' with clear markdown headers to separate the evaluated content from the system instructions, which helps maintain context boundaries during the testing process.
- [DATA_EXPOSURE]: The methodology involves monitoring metrics like tool usage counts and execution duration from the subagent's metadata. This telemetry is used purely for performance optimization and efficiency analysis within the session.
Audit Metadata