diff --git a/apps/ai-game-creator-shell/src-tauri/src/ui_editor/commands/recognition.rs b/apps/ai-game-creator-shell/src-tauri/src/ui_editor/commands/recognition.rs
index ceae0d7ea..bc578daf8 100644
--- a/apps/ai-game-creator-shell/src-tauri/src/ui_editor/commands/recognition.rs
+++ b/apps/ai-game-creator-shell/src-tauri/src/ui_editor/commands/recognition.rs
@@ -348,6 +348,17 @@ fn validate_confidence(nodes: &[RecognitionNode]) -> Result<(), String> {
         }) {
             return Err("识别阶段不能返回已绑定的 SpriteAssetId".to_string());
         }
+        if node.components.iter().any(|component| {
+            matches!(
+                component,
+                Component::Text(crate::ui_editor::component::text::TextComponent {
+                    font: crate::ui_editor::component::text::FontSource::Bound(_),
+                    ..
+                })
+            )
+        }) {
+            return Err("识别阶段不能返回已绑定的字体素材".to_string());
+        }
         if let Confidence::UnSure(reason) = &node.confidence {
             if reason.trim().is_empty() {
                 return Err("UnSure 必须包含审阅原因".to_string());
@@ -464,19 +475,23 @@ mod tests {
         let oversized = (0..=MAX_RECOGNITION_TREE_NODES)
             .map(|_| serde_json::json!({"children": []}))
             .collect::<Vec<_>>();
-        assert!(validate_recognition_response_shape(&serde_json::json!({
-            "trees": [{"children": oversized}]
-        }))
-        .is_err());
+        assert!(
+            validate_recognition_response_shape(&serde_json::json!({
+                "trees": [{"children": oversized}]
+            }))
+            .is_err()
+        );
 
         let mut nested = serde_json::json!({"children": []});
         for _ in 0..MAX_RECOGNITION_TREE_DEPTH {
             nested = serde_json::json!({"children": [nested]});
         }
-        assert!(validate_recognition_response_shape(&serde_json::json!({
-            "trees": [{"children": [nested]}]
-        }))
-        .is_err());
+        assert!(
+            validate_recognition_response_shape(&serde_json::json!({
+                "trees": [{"children": [nested]}]
+            }))
+            .is_err()
+        );
     }
 
     #[test]
@@ -521,6 +536,30 @@ mod tests {
         assert!(validate_confidence(&[node]).is_err());
     }
 
+    #[test]
+    fn recognition_rejects_bound_font_references() {
+        let mut text = crate::ui_editor::component::text::TextComponent::default();
+        text.font = crate::ui_editor::component::text::FontSource::Bound(
+            crate::ui_editor::utils::FontAssetId::new("font").expect("valid font id"),
+        );
+        let node = RecognitionNode {
+            global_pos_x_px: 0,
+            global_pos_y_px: 0,
+            width_px: 1,
+            height_px: 1,
+            local_anchor: Anchor::Preset(PresetAnchor {
+                horizontal: HorizontalAnchor::Left,
+                vertical: VerticalAnchor::Top,
+            }),
+            name: "文本".to_string(),
+            description: String::new(),
+            children: Vec::new(),
+            confidence: Confidence::Confident,
+            components: vec![Component::Text(text)],
+        };
+        assert!(validate_confidence(&[node]).is_err());
+    }
+
     #[test]
     fn conversion_stays_in_the_tree_image_coordinate_system() {
         let image_id = UIDesignImageId::new("slave").expect("valid image id");
@@ -572,11 +611,13 @@ mod tests {
             children: Vec::new(),
         };
 
-        assert!(validate_tree_image_ids(
-            &[tree(page.clone()), tree(slave.clone())],
-            &[page.clone(), slave.clone()],
-        )
-        .is_ok());
+        assert!(
+            validate_tree_image_ids(
+                &[tree(page.clone()), tree(slave.clone())],
+                &[page.clone(), slave.clone()],
+            )
+            .is_ok()
+        );
         assert!(
             validate_tree_image_ids(&[tree(page.clone())], &[page.clone(), slave.clone()]).is_err()
         );