study

To investigate evidence before making irreversible decisions, inspect primary materials directly, separate facts from inferences, and evaluate constraints. This evidence-based check reveals incorrect models and prevents premature actions.

The best way to study unfamiliar systems before changing code is to inspect current behavior, identify unknowns, test assumptions, and compare alternatives. This ensures you choose the safest next step for system changes.

Critical thinking helps with contested claims and risk assessment by requiring direct observation of primary evidence and separating facts from assumptions. This method scales investigation depth based on task uncertainty and stakes.

You need deep analysis for costly, unfamiliar, or irreversible decisions involving high risk, while a brief check suffices for simple, reversible work. The investigation scales adaptively based on the uncertainty of the task.

To avoid shallow answers and premature decisions when planning complex tasks, require careful study of the real situation, including history and failure modes. Understand the actual context deeply before answering or acting.