Debug

What it does

The testany-io-debug skill provides debugging capabilities to AI agents. It allows users to inspect and modify agent state during execution, facilitating troubleshooting and understanding of complex workflows. This skill is particularly useful for identifying the root cause of unexpected behavior or validating assumptions about how an agent operates.

When to use it

• Troubleshooting failed tasks: If an agent consistently fails a specific task, use this skill to step through its process and identify where things go wrong.
• Understanding complex logic: When dealing with intricate workflows, debug mode can help visualize the flow of data and decisions made by the agent.
• Validating assumptions: Confirm that the agent is behaving as expected in specific scenarios by inspecting internal state variables.
• Developing new skills: Use debugging to understand how existing skills work or build your own custom skills.

Key capabilities

• Inspect agent state during execution
• Modify agent state for testing purposes
• Step through workflows to identify bottlenecks and errors

Example prompts

• "Debug the current task and show me the value of 'user_input'."
• "Pause the agent at the next decision point."
• "Set the variable 'temperature' to 0.5 and continue execution."

Tips & gotchas

This skill requires a good understanding of the agent’s internal workings. Incorrectly modifying state can lead to unpredictable behavior, so use with caution.