How fast the player gets to reload their weapon is completely dependent on Agility. If the player has the just 5 points in agility, the weapon currently equipped will reload at its normal rate, but the reload speed will increase with how many points that are in agility.
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Any items that decrease agility will also decrease reload speed such as equipped armor, consumed edibles, and chems addicted to.