diff --git a/Cargo.lock b/Cargo.lock
index 088ee8f..469e5f6 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2352,6 +2352,7 @@ dependencies = [
  "md5",
  "num_cpus",
  "pulldown-cmark",
+ "rand 0.8.5",
  "regex",
  "reqwest 0.11.27",
  "rusqlite",
diff --git a/apps/desktop/src-tauri/Cargo.toml b/apps/desktop/src-tauri/Cargo.toml
index 930d715..f830548 100644
--- a/apps/desktop/src-tauri/Cargo.toml
+++ b/apps/desktop/src-tauri/Cargo.toml
@@ -48,6 +48,7 @@ regex = "1.10"
 num_cpus = "1.16"
 tokio-tungstenite = "0.20"
 futures-util = "0.3"
+rand = "0.8"
 
 [target.'cfg(windows)'.dependencies]
 winapi = { version = "0.3", features = ["sysinfoapi"] }
diff --git a/apps/desktop/src-tauri/src/business/services/comfyui_service.rs b/apps/desktop/src-tauri/src/business/services/comfyui_service.rs
index 830ddaa..9f321bb 100644
--- a/apps/desktop/src-tauri/src/business/services/comfyui_service.rs
+++ b/apps/desktop/src-tauri/src/business/services/comfyui_service.rs
@@ -300,6 +300,8 @@ impl ComfyUIService {
                         replacement_type = "prompt";
                     } else if node_id.contains("NEGATIVE") {
                         replacement_type = "negative";
+                    } else if node_id.contains("SEED") || node_id.contains("RANDOM") {
+                        replacement_type = "seed";
                     }
                 }
                 // 方式2: 检查节点的_meta.title字段
@@ -409,12 +411,56 @@ impl ComfyUIService {
                                 value: Value::String(neg_prompt.to_string()),
                             });
                         }
+                        "seed" => {
+                            // 生成随机种子值 (0 到 2^32-1)
+                            use rand::Rng;
+                            let mut rng = rand::thread_rng();
+                            let random_seed: u32 = rng.gen();
+
+                            info!("🎲 生成随机种子: {}", random_seed);
+
+                            replacements.push(WorkflowNodeReplacement {
+                                node_id: node_id.clone(),
+                                input_field: "seed".to_string(),
+                                value: Value::Number(serde_json::Number::from(random_seed)),
+                            });
+                        }
                         _ => {}
                     }
                 }
             }
         }
 
+        // 额外处理：为所有KSampler节点随机化seed
+        if let Value::Object(ref workflow_obj) = workflow {
+            for (node_id, node_value) in workflow_obj {
+                if let Value::Object(node_obj) = node_value {
+                    if let Some(Value::String(class_type)) = node_obj.get("class_type") {
+                        if class_type == "KSampler" || class_type == "KSamplerAdvanced" {
+                            // 检查是否已经有seed替换规则
+                            let already_has_seed_replacement = replacements.iter()
+                                .any(|r| r.node_id == *node_id && r.input_field == "seed");
+
+                            if !already_has_seed_replacement {
+                                // 生成随机种子值
+                                use rand::Rng;
+                                let mut rng = rand::thread_rng();
+                                let random_seed: u32 = rng.gen();
+
+                                info!("🎲 为KSampler节点 {} 生成随机种子: {}", node_id, random_seed);
+
+                                replacements.push(WorkflowNodeReplacement {
+                                    node_id: node_id.clone(),
+                                    input_field: "seed".to_string(),
+                                    value: Value::Number(serde_json::Number::from(random_seed)),
+                                });
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
         info!("🔍 找到 {} 个需要替换的节点", replacements.len());
         for replacement in &replacements {
             info!("   节点 {}: {} = {}", replacement.node_id, replacement.input_field, replacement.value);