diff --git a/app/src/block/popover.ts b/app/src/block/popover.ts
index 1d91f9ccaa3..e949738ca2d 100644
--- a/app/src/block/popover.ts
+++ b/app/src/block/popover.ts
@@ -25,7 +25,8 @@ export const initBlockPopover = (app: App) => {
             hasClosestByClassName(event.target, "av__calc--ashow") ||
             hasClosestByClassName(event.target, "av__cell");
         if (aElement) {
-            let tip = aElement.getAttribute("aria-label") || aElement.getAttribute("data-inline-memo-content");
+            let tooltipClass = "";
+            let tip = aElement.getAttribute("aria-label");
             if (aElement.classList.contains("av__cell")) {
                 if (aElement.classList.contains("av__cell--header")) {
                     const textElement = aElement.querySelector(".av__celltext");
@@ -51,11 +52,18 @@ export const initBlockPopover = (app: App) => {
             } else if (aElement.classList.contains("av__calc--ashow") && aElement.clientWidth + 2 < aElement.scrollWidth) {
                 tip = aElement.lastChild.textContent + " " + aElement.firstElementChild.textContent;
             }
+            if (!tip) {
+                tip = aElement.getAttribute("data-inline-memo-content");
+                if (tip) {
+                    tooltipClass = "memo"; // 为行级备注添加 class https://github.com/siyuan-note/siyuan/issues/6161
+                }
+            }
             if (!tip) {
                 const href = aElement.getAttribute("data-href") || "";
                 // 链接地址强制换行 https://github.com/siyuan-note/siyuan/issues/11539
                 if (href) {
                     tip = `<span style="word-break: break-all">${href.substring(0, Constants.SIZE_TITLE)}</span>`;
+                    tooltipClass = "href"; // 为超链接添加 class https://github.com/siyuan-note/siyuan/issues/11440#issuecomment-2119080691
                 }
                 const title = aElement.getAttribute("data-title");
                 if (tip && isLocalPath(href) && !aElement.classList.contains("b3-tooltips")) {
@@ -78,10 +86,10 @@ export const initBlockPopover = (app: App) => {
             if (tip && !aElement.classList.contains("b3-tooltips")) {
                 // https://github.com/siyuan-note/siyuan/issues/11294
                 try {
-                    showTooltip(decodeURIComponent(tip), aElement);
+                    showTooltip(decodeURIComponent(tip), aElement, tooltipClass);
                 } catch (e) {
                     // https://ld246.com/article/1718235737991
-                    showTooltip(tip, aElement);
+                    showTooltip(tip, aElement, tooltipClass);
                 }
                 event.stopPropagation();
             } else {
diff --git a/app/src/dialog/tooltip.ts b/app/src/dialog/tooltip.ts
index 964c20e8247..9da081dcbd5 100644
--- a/app/src/dialog/tooltip.ts
+++ b/app/src/dialog/tooltip.ts
@@ -1,6 +1,6 @@
 import {isMobile} from "../util/functions";
 
-export const showTooltip = (message: string, target: Element, error = false) => {
+export const showTooltip = (message: string, target: Element, tooltipClass?: string) => {
     if (isMobile()) {
         return;
     }
@@ -16,15 +16,16 @@ export const showTooltip = (message: string, target: Element, error = false) =>
     } else {
         messageElement.innerHTML = message;
     }
-    if (error) {
-        messageElement.classList.add("tooltip--error");
-    } else {
-        messageElement.classList.remove("tooltip--error");
-    }
-    if (target.getAttribute("data-inline-memo-content")) {
-        messageElement.classList.add("tooltip--memo"); // 为行级备注添加 class https://github.com/siyuan-note/siyuan/issues/6161
+
+    if (tooltipClass) {
+        messageElement.classList.add("tooltip--" + tooltipClass);
     } else {
-        messageElement.classList.remove("tooltip--memo");
+        const classesToRemove = Array.from(messageElement.classList).filter(className => 
+            className.startsWith("tooltip--")
+        );
+        classesToRemove.forEach(className => {
+            messageElement.classList.remove(className);
+        });
     }
 
     let left = targetRect.left;
diff --git a/app/src/editor/rename.ts b/app/src/editor/rename.ts
index 3b60c46173d..0c93a477922 100644
--- a/app/src/editor/rename.ts
+++ b/app/src/editor/rename.ts
@@ -16,7 +16,7 @@ import {getAllEditor} from "../layout/getAll";
 export const validateName = (name: string, targetElement?: HTMLElement) => {
     if (/\r\n|\r|\n|\u2028|\u2029|\t|\//.test(name)) {
         if (targetElement) {
-            showTooltip(window.siyuan.languages.fileNameRule, targetElement, true);
+            showTooltip(window.siyuan.languages.fileNameRule, targetElement, "error");
         } else {
             showMessage(window.siyuan.languages.fileNameRule);
         }
@@ -24,7 +24,7 @@ export const validateName = (name: string, targetElement?: HTMLElement) => {
     }
     if (name.length > Constants.SIZE_TITLE) {
         if (targetElement) {
-            showTooltip(window.siyuan.languages["_kernel"]["106"], targetElement, true);
+            showTooltip(window.siyuan.languages["_kernel"]["106"], targetElement, "error");
         } else {
             showMessage(window.siyuan.languages["_kernel"]["106"]);
         }