diff --git a/src/main/java/com/extendedae_plus/client/ui/ProviderSelectScreen.java b/src/main/java/com/extendedae_plus/client/ui/ProviderSelectScreen.java
index e934c99..53e3c07 100644
--- a/src/main/java/com/extendedae_plus/client/ui/ProviderSelectScreen.java
+++ b/src/main/java/com/extendedae_plus/client/ui/ProviderSelectScreen.java
@@ -52,6 +52,15 @@ public class ProviderSelectScreen extends Screen {
         this.ids = ids;
         this.names = names;
         this.emptySlots = emptySlots;
+        // 如果有来自 JEI 的最近处理名称，则作为初始查询
+        try {
+            String recent = com.extendedae_plus.util.ExtendedAEPatternUploadUtil.lastProcessingName;
+            if (recent != null && !recent.isBlank()) {
+                this.query = recent;
+                // 用后即清空，避免污染下次
+                com.extendedae_plus.util.ExtendedAEPatternUploadUtil.lastProcessingName = null;
+            }
+        } catch (Throwable ignored) {}
         buildGroups();
         applyFilter();
     }
diff --git a/src/main/java/com/extendedae_plus/mixin/jei/EncodePatternTransferHandlerMixin.java b/src/main/java/com/extendedae_plus/mixin/jei/EncodePatternTransferHandlerMixin.java
new file mode 100644
index 0000000..cd57956
--- /dev/null
+++ b/src/main/java/com/extendedae_plus/mixin/jei/EncodePatternTransferHandlerMixin.java
@@ -0,0 +1,39 @@
+package com.extendedae_plus.mixin.jei;
+
+import appeng.integration.modules.jei.transfer.EncodePatternTransferHandler;
+import appeng.integration.modules.jeirei.EncodingHelper;
+import appeng.menu.me.items.PatternEncodingTermMenu;
+import com.extendedae_plus.util.ExtendedAEPatternUploadUtil;
+import mezz.jei.api.gui.ingredient.IRecipeSlotsView;
+import mezz.jei.api.recipe.transfer.IRecipeTransferError;
+import net.minecraft.world.entity.player.Player;
+import net.minecraft.world.item.crafting.Recipe;
+import org.spongepowered.asm.mixin.Mixin;
+import org.spongepowered.asm.mixin.injection.At;
+import org.spongepowered.asm.mixin.injection.Inject;
+import org.spongepowered.asm.mixin.injection.callback.CallbackInfoReturnable;
+
+/**
+ * 捕获通过 JEI 点击 + 填充到样板编码终端的处理配方，并记录其工艺名称（如“烧炼”）。
+ */
+@Mixin(value = EncodePatternTransferHandler.class, remap = false)
+public abstract class EncodePatternTransferHandlerMixin {
+
+    @Inject(method = "transferRecipe", at = @At("HEAD"), require = 0)
+    private void extendedae_plus$captureProcessingName(PatternEncodingTermMenu menu,
+                                                       Object recipeBase,
+                                                       IRecipeSlotsView slotsView,
+                                                       Player player,
+                                                       boolean maxTransfer,
+                                                       boolean doTransfer,
+                                                       CallbackInfoReturnable<IRecipeTransferError> cir) {
+        if (!doTransfer) return;
+        if (!(recipeBase instanceof Recipe<?> recipe)) return;
+        // 仅记录处理配方（非 3x3 合成）
+        if (EncodingHelper.isSupportedCraftingRecipe(recipe)) return;
+        String name = ExtendedAEPatternUploadUtil.mapRecipeTypeToCn(recipe);
+        if (name != null && !name.isBlank()) {
+            ExtendedAEPatternUploadUtil.setLastProcessingName(name);
+        }
+    }
+}
diff --git a/src/main/java/com/extendedae_plus/util/ExtendedAEPatternUploadUtil.java b/src/main/java/com/extendedae_plus/util/ExtendedAEPatternUploadUtil.java
index 2b3f119..df79f4d 100644
--- a/src/main/java/com/extendedae_plus/util/ExtendedAEPatternUploadUtil.java
+++ b/src/main/java/com/extendedae_plus/util/ExtendedAEPatternUploadUtil.java
@@ -26,12 +26,47 @@ import com.glodblock.github.extendedae.common.tileentities.matrix.TileAssemblerM
 import net.minecraftforge.common.capabilities.ForgeCapabilities;
 import net.minecraftforge.items.IItemHandler;
 
+import net.minecraft.core.registries.BuiltInRegistries;
+import net.minecraft.resources.ResourceLocation;
+import net.minecraft.world.item.crafting.Recipe;
+import net.minecraft.world.item.crafting.RecipeType;
+
 /**
  * ExtendedAE扩展样板管理终端专用的样板上传工具类
  * 兼容ExtendedAE的ContainerExPatternTerminal和原版AE2的PatternAccessTermMenu
  */
 public class ExtendedAEPatternUploadUtil {
 
+    // 最近一次通过 JEI 填充到编码终端的“处理配方”的中文名称（如：烧炼/高炉/烟熏...）
+    public static volatile String lastProcessingName = null;
+
+    public static void setLastProcessingName(String name) {
+        lastProcessingName = name;
+    }
+
+    public static String mapRecipeTypeToCn(Recipe<?> recipe) {
+        if (recipe == null) return null;
+        RecipeType<?> type = recipe.getType();
+        ResourceLocation key = BuiltInRegistries.RECIPE_TYPE.getKey(type);
+        if (key == null) return null;
+        String id = key.toString();
+        String path = key.getPath();
+        // 常见原版类型映射
+        switch (path) {
+            case "smelting":
+                return "烧炼"; // 熔炉
+            case "blasting":
+                return "高炉";
+            case "smoking":
+                return "烟熏";
+            case "campfire_cooking":
+                return "营火烹饪";
+            default:
+                // 其他模组类型，返回路径名，必要时可再做表扩展
+                return path;
+        }
+    }
+
     /**
      * 获取玩家当前的样板访问终端菜单（支持ExtendedAE和原版AE2）
      * 
diff --git a/src/main/resources/extendedae_plus.mixins.json b/src/main/resources/extendedae_plus.mixins.json
index afcd551..fc58dbc 100644
--- a/src/main/resources/extendedae_plus.mixins.json
+++ b/src/main/resources/extendedae_plus.mixins.json
@@ -9,7 +9,8 @@
     "GuiExPatternTerminalMixin",
     "HighlightButtonMixin",
     "PickFromWirelessMixin",
-    "PatternEncodingTermScreenMixin"
+    "PatternEncodingTermScreenMixin",
+    "jei.EncodePatternTransferHandlerMixin"
   ],
   "mixins": [
     "ContainerExPatternProviderMixin",