In a thoughtful, careful manner; while thinking deeply about something.
From consider + -ing (present participle) + -ly (adverb suffix). This creates an adverb describing the manner of considering.
You can spot this adverb in older literature to show a character pausing and thinking — it's much more evocative than just saying 'thoughtfully'!
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