I have created an Observer.php for the event catalog_product_new_action
catalog_product_new_action
It looks like you'll need to work with the actual stock item object which is set as a property on the product object.
See Mage_CatalogInventory_Model_Observer::copyInventoryData()[link] for a reference of the stock item properties.