diff --git a/src/main/java/me/braydon/mc/model/cache/CachedSkinPartTexture.java b/src/main/java/me/braydon/mc/model/cache/CachedSkinPartTexture.java
index 1bfe48a..c90b8d7 100644
--- a/src/main/java/me/braydon/mc/model/cache/CachedSkinPartTexture.java
+++ b/src/main/java/me/braydon/mc/model/cache/CachedSkinPartTexture.java
@@ -43,7 +43,7 @@ public final class CachedSkinPartTexture implements Serializable {
      * The id of this cache element.
      * <p>
      * This ID is in the given format:
-     * skinPart:<query>-<part>-<size>-<ext>
+     * skinPart:<query>-<part>-<renderOverlays>-<size>-<ext>
      * </p>
      */
     @Id private transient final String id;
diff --git a/src/main/java/me/braydon/mc/service/MojangService.java b/src/main/java/me/braydon/mc/service/MojangService.java
index 28d5bc0..ff932dc 100644
--- a/src/main/java/me/braydon/mc/service/MojangService.java
+++ b/src/main/java/me/braydon/mc/service/MojangService.java
@@ -192,24 +192,24 @@ public final class MojangService {
             size = DEFAULT_PART_TEXTURE_SIZE;
         }
         size = Math.min(size, MAX_PART_TEXTURE_SIZE); // Limit the size to 512
-        String id = "%s-%s-%s-%s".formatted(query.toLowerCase(), part.name(), size, extension); // The id of the skin part
+        String id = "%s-%s-%s-%s-%s".formatted(query.toLowerCase(), part.name(), overlays, size, extension); // The id of the skin part
 
         Optional<CachedSkinPartTexture> cached = skinPartTextureCache.findById(id); // Get the cached texture
         if (cached.isPresent()) { // Respond with the cache if present
             return cached.get().getTexture();
         }
 
-        Skin target = null; // The target skin to get the skin part of
+        Skin skin = null; // The target skin to get the skin part of
         try {
             CachedPlayer player = getPlayer(query, false); // Retrieve the player
-            target = player.getSkin(); // Use the player's skin
+            skin = player.getSkin(); // Use the player's skin
         } catch (Exception ignored) {
             // Simply ignore, and fallback to the default skin
         }
-        if (target == null) { // Fallback to the default skin
-            target = Skin.DEFAULT_STEVE;
+        if (skin == null) { // Fallback to the default skin
+            skin = Skin.DEFAULT_STEVE;
         }
-        BufferedImage texture = part.render(target, overlays, size); // Render the skin part
+        BufferedImage texture = part.render(skin, overlays, size); // Render the skin part
 
         // Convert BufferedImage to byte array
         try (ByteArrayOutputStream outputStream = new ByteArrayOutputStream()) {