using-superpowers

To ensure AI invokes the correct skill before replying, you need a conversation protocol governance layer that automatically checks and loads the most relevant predefined skill flow prior to generating any user-visible content.

A conversation protocol for pre-response skill invocation is a governance mechanism that forces the assistant to load, reference, and execute the appropriate predefined skill workflow before answering, preventing ad-hoc or ungoverned replies.

You can reduce hallucinatory or unsafe AI responses by applying structured conversation guidelines that route user inputs through predefined safety flows and skill workflows before the assistant generates any output.

Your AI assistant generates ad-hoc replies because it lacks a governance layer to check for applicable skills before responding, allowing it to bypass predefined conversation protocols and safety flows.

Yes, you need predefined skills loaded because the conversation governance layer references these predefined skill workflows to steer the outcome, apply clarification, and ensure safe, consistent interactions.

The best way to apply structured skills prior to answering is to establish a safety flow that automatically deploys the appropriate skill match, announces its use, and executes the skill-defined steps before generating a response.