Submerge the pistachios in boiling water briefly, then peel off their skins. Lightly coat them with pistachio oil, ensuring even distribution. Spread them out on a parchment-lined baking sheet and place in a cold oven. Set the oven to 200°F (90°C) and allow the pistachios to dry out slowly. This process, which takes roughly 3 hours, removes excess moisture and develops a delicate toasted flavor without darkening them excessively. Since ovens and the moisture content of pistachios vary, monitor closely to prevent over-toasting. The pistachios should feel firm and slightly hardened, with a subtle golden hue in spots.