using-superpowers

To enforce AI agent tool invocation before responding, you need a workflow protocol that prioritizes mandatory skill checks over immediate text generation. This prevents the AI from rationalizing answers without first gathering information or executing required actions.

An LLM bypasses available tools and rationalizes answers when it lacks strict workflow enforcement to prioritize process skills over implementation skills. Forcing mandatory skill invocation ensures the AI adheres to tool-use protocols instead of guessing responses.

The best way to ensure an AI agent adheres to structured task execution workflows is to enforce a rule that relevant skills must be invoked before any response is formulated. This prevents exploratory actions and guarantees adherence to established tool-use protocols.

Yes, you can apply strict skill invocation rules even with low applicability probability. Enforcing mandatory skill checks ensures that the AI agent consistently utilizes available tools for any task requiring information retrieval or execution, preventing missed workflows.

Enforcing mandatory skill checks prioritizes workflow adherence over immediate response speed. While the AI must first invoke relevant skills to gather information or perform actions, this structured task execution prevents errors and rationalization, ensuring correct tool-use protocols are followed.