formatting · implemented rule

Reasoning artifact

Private problem-solving narration leaks into the final answer.

What the rule matches

Matches explicit thought-process scaffolding, not ordinary explanations of a method.

False-positive boundary

A tutorial may intentionally demonstrate a reasoning procedure step by step.

Positive and negative fixtures

Rule matches

“Let me think step by step before I give you the final recommendation today.”

Rule does not match

“I compared cost, reliability, and migration risk before making the recommendation.”

One possible revision

It is important to note that the trial included only twelve participants, and this limitation is pivotal.

The trial included only twelve participants, which limits the conclusion.

Lead with the evidence and explain its consequence.

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