This mod adds a whole lot of new gems to the world of Minecraft.  These gems are added naturally as gem filled blocks you can find underground, exactly the same as the existing minerals/gems.  These new gems can be used to craft new armour and weapons with various abilities.  The developer (Boilingfort) posted an excellent chart showing off the different effects:

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