diff --git a/components/canvas/CanvasChatPanel.tsx b/components/canvas/CanvasChatPanel.tsx
index 0cf3ea2f6..78e017286 100644
--- a/components/canvas/CanvasChatPanel.tsx
+++ b/components/canvas/CanvasChatPanel.tsx
@@ -240,6 +240,7 @@ function formatMessageDateLabel(timestamp: number): string {
 }
 
 const CANVAS_IMAGE_ANALYSIS_TITLE = "图片分析";
+const CANVAS_IMAGE_DONE_SUMMARY = "已完成本次生成，如需微调可继续告诉我。";
 const CANVAS_AGENT_SECTION_TITLES = new Set([
   "需求理解",
   CANVAS_IMAGE_ANALYSIS_TITLE,
@@ -5106,30 +5107,37 @@ export function CanvasChatPanel({ chatId, initialMessages = [], onClose, onOpenF
                                       </span>
                                     ) : null}
                                     {imageUrls.length > 0 && (
-                                      <div className={cn("flex flex-wrap gap-2", textWithoutImages ? "mt-3" : "mt-0")}>
-                                        {imageUrls.map((url, idx) => (
-                                          <div
-                                            key={idx}
-                                            className={cn(
-                                              "relative group overflow-hidden border transition-all",
-                                              "rounded-2xl border-black/5 dark:border-white/10 bg-white/70 dark:bg-zinc-900/50",
-                                              "shadow-[0_8px_24px_-16px_rgba(15,23,42,0.45)] hover:shadow-[0_12px_28px_-14px_rgba(15,23,42,0.5)]"
-                                            )}
-                                          >
-                                            <img
-                                              src={url}
-                                              alt=""
-                                              className="block max-w-full h-auto cursor-zoom-in transition-transform duration-300 group-hover:scale-[1.02]"
-                                              style={{ maxHeight: "260px" }}
-                                              onClick={() => setFullscreenPreview({ url })}
-                                              onDoubleClick={(e) => {
-                                                e.preventDefault();
-                                                e.stopPropagation();
-                                                setFullscreenPreview({ url });
-                                              }}
-                                            />
-                                          </div>
-                                        ))}
+                                      <div className={cn("space-y-2", textWithoutImages ? "mt-3" : "mt-0")}>
+                                        <div className="flex flex-wrap gap-2">
+                                          {imageUrls.map((url, idx) => (
+                                            <div
+                                              key={idx}
+                                              className={cn(
+                                                "relative group overflow-hidden border transition-all",
+                                                "rounded-2xl border-black/5 dark:border-white/10 bg-white/70 dark:bg-zinc-900/50",
+                                                "shadow-[0_8px_24px_-16px_rgba(15,23,42,0.45)] hover:shadow-[0_12px_28px_-14px_rgba(15,23,42,0.5)]"
+                                              )}
+                                            >
+                                              <img
+                                                src={url}
+                                                alt=""
+                                                className="block max-w-full h-auto cursor-zoom-in transition-transform duration-300 group-hover:scale-[1.02]"
+                                                style={{ maxHeight: "260px" }}
+                                                onClick={() => setFullscreenPreview({ url })}
+                                                onDoubleClick={(e) => {
+                                                  e.preventDefault();
+                                                  e.stopPropagation();
+                                                  setFullscreenPreview({ url });
+                                                }}
+                                              />
+                                            </div>
+                                          ))}
+                                        </div>
+                                        {!isDetailGenerationMode ? (
+                                          <p className="text-[14px] font-medium leading-6 text-[#2f3640]">
+                                            {CANVAS_IMAGE_DONE_SUMMARY}
+                                          </p>
+                                        ) : null}
                                       </div>
                                     )}
                                     {videoUrls.length > 0 && (
diff --git a/components/home/lovart-home.tsx b/components/home/lovart-home.tsx
index 44f5730e1..d0708983d 100644
--- a/components/home/lovart-home.tsx
+++ b/components/home/lovart-home.tsx
@@ -1,6 +1,6 @@
 "use client";
 
-import { Fragment, useEffect, useMemo, useRef, useState } from "react";
+import { useEffect, useMemo, useRef, useState } from "react";
 import { useRouter } from "next/navigation";
 import { signIn, signOut } from "next-auth/react";
 import useSWR from "swr";
@@ -455,17 +455,6 @@ export function LovartHome({
   const membershipPlans = membershipConfig?.plans || [];
   const currentPlan = membershipData?.currentPlan;
 
-  const groupedModelRows = useMemo(() => {
-    const rows = membershipConfig?.modelRows || [];
-    return rows.reduce<Record<string, typeof rows>>((acc, row) => {
-      if (!acc[row.category]) {
-        acc[row.category] = [];
-      }
-      acc[row.category].push(row);
-      return acc;
-    }, {});
-  }, [membershipConfig?.modelRows]);
-
   const imageModels = useMemo(
     () => (modelsData?.models || []).filter((model) => model.supportsImageGen),
     [modelsData?.models]
@@ -2422,53 +2411,6 @@ export function LovartHome({
                 </div>
               </section>
 
-              <section className="mt-7">
-                <h4 className="mb-2 text-center text-2xl font-semibold text-black">
-                  模型积分消耗 & 每月生成数量
-                </h4>
-                <p className="mb-3 text-center text-[11px] text-black/45">
-                  以下表格基于系统设置中的会员配置，可直接在后台调整。
-                </p>
-                <div className="overflow-x-auto rounded-xl border border-black/10 bg-white">
-                  <table className="w-full min-w-[820px] text-xs">
-                    <thead>
-                      <tr className="bg-black/[0.03]">
-                        <th className="px-2.5 py-2.5 text-left font-semibold text-black/75">模型</th>
-                        {membershipPlans.map((plan) => (
-                          <th key={plan.id} className="px-2.5 py-2.5 text-left font-semibold text-black/75">
-                            {plan.name}
-                          </th>
-                        ))}
-                      </tr>
-                    </thead>
-                    <tbody>
-                      {Object.entries(groupedModelRows).map(([category, rows]) => (
-                        <Fragment key={category}>
-                          <tr className="bg-black/[0.045]">
-                            <td
-                              colSpan={membershipPlans.length + 1}
-                              className="px-2.5 py-2 text-[11px] font-semibold text-black/60"
-                            >
-                              {category}
-                            </td>
-                          </tr>
-                          {rows.map((row) => (
-                            <tr key={`${category}-${row.model}`} className="border-t border-black/[0.06]">
-                              <td className="px-2.5 py-2 text-black/70">{row.model}</td>
-                              {membershipPlans.map((plan) => (
-                                <td key={`${row.model}-${plan.id}`} className="px-2.5 py-2 text-black/60">
-                                  {row.values[plan.id] ?? "-"}
-                                  {row.values[plan.id] && row.values[plan.id] !== "-" ? row.unit : ""}
-                                </td>
-                              ))}
-                            </tr>
-                          ))}
-                        </Fragment>
-                      ))}
-                    </tbody>
-                  </table>
-                </div>
-              </section>
             </div>
           </div>
         </DialogContent>
diff --git a/components/message.tsx b/components/message.tsx
index 35f01ae57..99e884923 100644
--- a/components/message.tsx
+++ b/components/message.tsx
@@ -5,6 +5,7 @@ import { memo, useState } from "react";
 import type { Vote } from "@/lib/db/schema";
 import type { ChatMessage } from "@/lib/types";
 import { cn, sanitizeText } from "@/lib/utils";
+import { extractImageUrlsFromText } from "@/lib/image-url";
 import { useDataStream } from "./data-stream-provider";
 import { DocumentToolResult } from "./document";
 import { DocumentPreview } from "./document-preview";
@@ -172,6 +173,17 @@ function filterAgentRoutingNoise(text: string): string {
   return filtered;
 }
 
+const IMAGE_DONE_SUMMARY = "已完成本次生成，如需微调可继续告诉我。";
+
+function appendImageDoneSummary(text: string): string {
+  if (!text) return text;
+  const normalized = String(text || "").trim();
+  if (!normalized) return normalized;
+  if (extractImageUrlsFromText(normalized).length === 0) return normalized;
+  if (normalized.includes(IMAGE_DONE_SUMMARY)) return normalized;
+  return `${normalized}\n\n${IMAGE_DONE_SUMMARY}`;
+}
+
 const PurePreviewMessage = ({
   chatId,
   message,
@@ -315,7 +327,7 @@ const PurePreviewMessage = ({
                 // 应用视频内容过滤
                 const filteredText =
                   message.role === "assistant"
-                    ? filterAgentRoutingNoise(filterVideoContent(part.text))
+                    ? appendImageDoneSummary(filterAgentRoutingNoise(filterVideoContent(part.text)))
                     : part.text;
                 const textParts = parseAnnotations(filteredText);
 
@@ -567,7 +579,7 @@ export const ThinkingMessage = () => {
         <div className="flex w-full flex-col gap-2">
           {/* 简洁明了的文本 + 动态点 */}
           <div className="flex items-center gap-1.5">
-            <span className="text-base font-medium text-foreground">AI 正在思考中</span>
+            <span className="text-base font-medium text-foreground">AI 正在分析中</span>
             <span className="flex gap-1">
               <span className="h-2 w-2 rounded-full bg-foreground animate-bounce" style={{ animationDelay: '0ms' }} />
               <span className="h-2 w-2 rounded-full bg-foreground animate-bounce" style={{ animationDelay: '150ms' }} />