using-superpowers

To enforce mandatory skill invocation, you must intercept all conversational turns and require the AI to check for relevant tools before acting. This prevents the agent from rationalizing direct answers and ensures it systematically executes tasks using predefined workflows.

AI agents bypass skills when strict workflow adherence is missing, allowing them to rationalize skipping tool usage. Enforcing mandatory skill invocation, even with a 1% applicability chance, prevents the agent from acting prematurely without necessary context.

To make an AI agent follow predefined workflows, prioritize process skills over implementation skills and apply strict interpretation of skill applicability. This prevents rationalization and ensures the agent follows invoked skill instructions precisely during decision making.

Mandatory skill invocation is needed whenever a user asks a question that could potentially be answered by a skill. It applies to all conversational turns where a skill might be relevant, ensuring the AI retrieves instructions rather than asking clarifying questions.

The best way to prioritize process skills over implementation skills is to enforce strict interpretation of skill applicability across all conversational turns. This prevents rationalization and mandates using the Skill tool before taking any action or generating a response.

A limitation of enforcing strict skill applicability is that it applies to all conversational turns where a skill might apply, even with just a 1% chance. This strict interpretation prevents rationalization but introduces systematic task execution overhead for simple interactions.