using-superpowers

To stop coding agents from skipping skill checks, enforce mandatory pre-action skill invocation rules that require checking relevant skills before any response or action, eliminating inconsistent and non-compliant workflow outcomes.

Databricks coding agents produce inconsistent results when they rationalize skipping relevant skills. Applying rationalization red flags and skill priority rules prevents agents from bypassing mandatory checks during debugging or feature development.

Common rationalization red flags include agents claiming a task is too simple for skill checks or asking clarifying questions instead of invoking relevant skills. A counterpoint table prevents these excuses and enforces task compliance.

Enforce mandatory skill invocation for Databricks Apps coding agents by requiring them to check for and invoke relevant skills before any response or action, even for simple clarifying questions or unvetted code changes.

Yes, you can define skill prioritization guidelines by selecting process skills first, then implementation skills, while distinguishing between rigid and flexible skill types to ensure adherence to agent operating procedures.

Yes, skill enforcement works for Databricks notebook debugging and code refactoring by ensuring agents invoke the relevant debugging skill first, preventing unvetted code changes and enforcing compliant agent workflow outcomes.