Items (Shards, Talismans, and Runes)

[Kulimar]

How do I use past temporal shards?

I believe it gets used automatically. Once you clear Kingdom of the Sands, you should unlock the tutorial for the Past Temporal Shard when you enter the next battle. That will give you the Past Skills.