diff --git a/components/agents/AgentGenerationWorkspaceDarkV2.tsx b/components/agents/AgentGenerationWorkspaceDarkV2.tsx
index a5c0c3c07..e6aa9a8f7 100644
--- a/components/agents/AgentGenerationWorkspaceDarkV2.tsx
+++ b/components/agents/AgentGenerationWorkspaceDarkV2.tsx
@@ -17,6 +17,7 @@ import { motion, AnimatePresence } from "framer-motion";
 import JSZip from "jszip";
 import {
   ArrowUp,
+  CheckCircle2,
   ChevronDown,
   ChevronUp,
   Download,
@@ -5679,16 +5680,34 @@ export function AgentGenerationWorkspaceDarkV2({
                           onClick={() => setActiveDetailReferenceCardId(card.id)}
                         >
                           <div className="relative min-h-[220px] overflow-hidden bg-[radial-gradient(circle_at_top,rgba(16,185,129,0.12),transparent_55%),linear-gradient(180deg,#0b0d0f_0%,#101316_100%)]">
-                            <button
-                              type="button"
-                              onClick={(event) => {
-                                event.stopPropagation();
-                                handleRemoveDetailReferenceCard(card.id);
-                              }}
-                              className="absolute right-3 top-3 rounded-full border border-white/10 bg-black/40 px-2 py-1 text-[11px] text-white/70 transition-colors hover:border-white/20 hover:text-white"
-                            >
-                              删除
-                            </button>
+                            <div className="absolute right-3 top-3 z-10 flex flex-col items-end gap-2">
+                              <button
+                                type="button"
+                                onClick={(event) => {
+                                  event.stopPropagation();
+                                  handleRemoveDetailReferenceCard(card.id);
+                                }}
+                                className="rounded-full border border-white/10 bg-black/40 px-2 py-1 text-[11px] text-white/70 transition-colors hover:border-white/20 hover:text-white"
+                              >
+                                删除
+                              </button>
+                              <button
+                                type="button"
+                                onClick={(event) => {
+                                  event.stopPropagation();
+                                  handleToggleDetailReferenceCardPassthrough(card.id);
+                                }}
+                                className={cn(
+                                  "inline-flex items-center gap-1.5 rounded-full border px-3 py-1 text-[11px] font-medium transition-colors",
+                                  card.passthrough
+                                    ? "border-emerald-300/55 bg-emerald-500/85 text-black shadow-[0_10px_28px_rgba(16,185,129,0.32)]"
+                                    : "border-emerald-400/35 bg-emerald-500/[0.14] text-emerald-100 hover:bg-emerald-500/[0.22]"
+                                )}
+                              >
+                                <CheckCircle2 className="h-3.5 w-3.5" />
+                                <span>{card.passthrough ? "已勾选不处理" : "勾选不处理"}</span>
+                              </button>
+                            </div>
                             {card.imageUrl ? (
                               <img
                                 src={buildPreviewImageUrl(card.imageUrl, 720)}
@@ -5703,12 +5722,17 @@ export function AgentGenerationWorkspaceDarkV2({
                               参考图 {index + 1}
                             </div>
                             {card.passthrough ? (
-                              <div className="absolute right-3 top-12 rounded-full border border-cyan-300/35 bg-cyan-500/[0.14] px-2.5 py-1 text-[11px] text-cyan-100">
+                              <div className="absolute left-3 top-12 rounded-full border border-cyan-300/35 bg-cyan-500/[0.14] px-2.5 py-1 text-[11px] text-cyan-100">
                                 不处理直出
                               </div>
                             ) : null}
                             {isActive ? (
-                              <div className="absolute left-3 top-12 rounded-full border border-emerald-300/35 bg-emerald-500/[0.14] px-2.5 py-1 text-[11px] text-emerald-100">
+                              <div
+                                className={cn(
+                                  "absolute rounded-full border border-emerald-300/35 bg-emerald-500/[0.14] px-2.5 py-1 text-[11px] text-emerald-100",
+                                  card.passthrough ? "left-3 top-[3.75rem]" : "left-3 top-12"
+                                )}
+                              >
                                 当前联动
                               </div>
                             ) : null}
@@ -5719,27 +5743,10 @@ export function AgentGenerationWorkspaceDarkV2({
                               </div>
                             </div>
                           </div>
-                          <div className="flex items-center justify-between gap-3 border-t border-white/10 px-3 py-2">
-                            <div className="text-[11px] text-white/45">
-                              {card.passthrough
-                                ? "当前切片不会参与生图，会直接进入结果区。"
-                                : "删除某张后，后面的参考图会自动上移补位，不留空位。"}
-                            </div>
-                            <button
-                              type="button"
-                              onClick={(event) => {
-                                event.stopPropagation();
-                                handleToggleDetailReferenceCardPassthrough(card.id);
-                              }}
-                              className={cn(
-                                "shrink-0 rounded-full border px-3 py-1 text-[11px] transition-colors",
-                                card.passthrough
-                                  ? "border-cyan-400/35 bg-cyan-500/[0.12] text-cyan-100"
-                                  : "border-white/10 bg-white/[0.03] text-white/68 hover:border-white/20 hover:text-white"
-                              )}
-                            >
-                              {card.passthrough ? "取消不处理" : "标记不处理"}
-                            </button>
+                          <div className="border-t border-white/10 px-3 py-2 text-[11px] text-white/45">
+                            {card.passthrough
+                              ? "当前切片不会参与生图，会直接进入结果区。"
+                              : "删除某张后，后面的参考图会自动上移补位，不留空位。"}
                           </div>
                         </div>
                           );