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From Emps-World Wiki
The leather chaps can be made with the crafting skill at level 18, granting 108 xp. Need 2 soft hides to do so.
There are also some monsters who drop them.
Monsters that drop Leather chaps
|Barbarian archer||10||1||Rare (1 in 40 kills)|
|Guard archer||22||1||Rare (1 in 40 kills)|
|Tower archer||10||1||Rare (1 in 40 kills)|
|Tower archer||49||1||Rare (1 in 40 kills)|