Skill Audit

What it does

The skill-audit skill provides a mechanism to assess and evaluate the performance of AI agents. It allows users to review agent actions, identify potential issues, and ultimately improve their effectiveness. The skill facilitates understanding how an agent is operating and ensures alignment with intended goals.

When to use it

• Troubleshooting unexpected behavior: If an agent isn't performing as expected, use this skill to examine its decision-making process.
• Evaluating new agents: Before deploying a new AI agent in production, audit its performance on representative tasks.
• Identifying areas for improvement: Regularly review agent actions to pinpoint opportunities for optimization and refinement of prompts or configurations.
• Ensuring compliance: Verify that the agent's actions adhere to established guidelines and policies.

Key capabilities

• Action Review: Examine individual actions taken by the AI agent.
• Performance Assessment: Evaluate the effectiveness of each action based on defined criteria.
• Issue Identification: Highlight potential problems or areas for improvement in the agent’s workflow.

Example prompts

• "Audit the last 5 actions of the customer service agent."
• "Show me a detailed review of the agent's decision to escalate this ticket."
• "Analyze the agent's performance on task 'Order Processing'."

Tips & gotchas

The effectiveness of the audit depends heavily on clearly defined success metrics and evaluation criteria. Without these, identifying meaningful improvements can be difficult.