It's easy to tell if a skeleton is lying to you because you can see right through them.
Skeletal Deception
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Explanation
Explain Bear
Listen up, genius! Skeletons don't have skin, so you can literally see right through them. The joke is using "see through" in a literal sense, not just in terms of detecting a lie. Get it now, or do I need to draw you a diagram?