How Can I repair these scratches without refinishing the stock?

[WarPig1976]

If this were a coffee table or stair rail I'd say use a Filler stick available at any hardware store. Amish master carpenters and Swiss watch makers call them melted in crayons of appropriate color, but it's not so it will look ridiculous.