diff --git a/web/src/components/MemoEditor/Editor/TagSuggestions.tsx b/web/src/components/MemoEditor/Editor/TagSuggestions.tsx
index a16f5ff1..434c8db2 100644
--- a/web/src/components/MemoEditor/Editor/TagSuggestions.tsx
+++ b/web/src/components/MemoEditor/Editor/TagSuggestions.tsx
@@ -1,3 +1,4 @@
+import classNames from "classnames";
 import { useEffect, useRef, useState } from "react";
 import getCaretCoordinates from "textarea-caret";
 import { useTagStore } from "@/store/module";
@@ -13,60 +14,97 @@ const TagSuggestions = ({ editorRef, editorActions }: Props) => {
   const [position, setPosition] = useState<Position | null>(null);
   const hide = () => setPosition(null);
 
+  const { state } = useTagStore();
+  const tagsRef = useRef(state.tags);
+  tagsRef.current = state.tags;
+
+  const [selected, select] = useState(0);
+  const selectedRef = useRef(selected);
+  selectedRef.current = selected;
+
   const getCurrentWord = (): [word: string, startIndex: number] => {
-    if (!editorRef.current) return ["", 0];
-    const cursorPos = editorRef.current.selectionEnd;
-    const before = editorRef.current.value.slice(0, cursorPos).match(/\S*$/) || { 0: "", index: cursorPos };
-    const ahead = editorRef.current.value.slice(cursorPos).match(/^\S*/) || { 0: "" };
-    return [before[0] + ahead[0], before.index || cursorPos];
+    const editor = editorRef.current;
+    if (!editor) return ["", 0];
+    const cursorPos = editor.selectionEnd;
+    const before = editor.value.slice(0, cursorPos).match(/\S*$/) || { 0: "", index: cursorPos };
+    const after = editor.value.slice(cursorPos).match(/^\S*/) || { 0: "" };
+    return [before[0] + after[0], before.index ?? cursorPos];
+  };
+
+  const suggestionsRef = useRef<string[]>([]);
+  suggestionsRef.current = (() => {
+    const partial = getCurrentWord()[0].slice(1).toLowerCase();
+    const matches = (str: string) => str.startsWith(partial) && partial.length < str.length;
+    return tagsRef.current.filter((tag) => matches(tag.toLowerCase())).slice(0, 5);
+  })();
+
+  const isVisibleRef = useRef(false);
+  isVisibleRef.current = !!(position && suggestionsRef.current.length > 0);
+
+  const autocomplete = (tag: string) => {
+    if (!editorActions || !("current" in editorActions) || !editorActions.current) return;
+    const [word, index] = getCurrentWord();
+    editorActions.current.removeText(index, word.length);
+    editorActions.current.insertText(`#${tag}`);
+    hide();
   };
 
   const handleKeyDown = (e: KeyboardEvent) => {
-    const isArrowKey = ["ArrowLeft", "ArrowRight", "ArrowDown", "ArrowUp"].includes(e.code);
-    if (isArrowKey || ["Tab", "Escape"].includes(e.code)) hide();
-  };
-  const handleInput = () => {
-    if (!editorRef.current) return;
-    const [word, index] = getCurrentWord();
-    if (!word.startsWith("#") || word.slice(1).includes("#")) return hide();
-    setPosition(getCaretCoordinates(editorRef.current, index));
+    if (!isVisibleRef.current) return;
+    const suggestions = suggestionsRef.current;
+    const selected = selectedRef.current;
+    if (["Escape", "ArrowLeft", "ArrowRight"].includes(e.code)) hide();
+    if ("ArrowDown" === e.code) {
+      select((selected + 1) % suggestions.length);
+      e.preventDefault();
+      e.stopPropagation();
+    }
+    if ("ArrowUp" === e.code) {
+      select((selected - 1 + suggestions.length) % suggestions.length);
+      e.preventDefault();
+      e.stopPropagation();
+    }
+    if (["Enter", "Tab"].includes(e.code)) {
+      autocomplete(suggestions[selected]);
+      e.preventDefault();
+      e.stopPropagation();
+    }
   };
 
-  const areListenersRegistered = useRef(false);
+  const handleInput = () => {
+    if (!editorRef.current) return;
+    select(0);
+    const [word, index] = getCurrentWord();
+    const isActive = word.startsWith("#") && !word.slice(1).includes("#");
+    isActive ? setPosition(getCaretCoordinates(editorRef.current, index)) : hide();
+  };
+
+  const listenersAreRegisteredRef = useRef(false);
   const registerListeners = () => {
-    if (!editorRef.current || areListenersRegistered.current) return;
-    editorRef.current.addEventListener("click", hide);
-    editorRef.current.addEventListener("blur", hide);
-    editorRef.current.addEventListener("keydown", handleKeyDown);
-    editorRef.current.addEventListener("input", handleInput);
-    areListenersRegistered.current = true;
+    const editor = editorRef.current;
+    if (!editor || listenersAreRegisteredRef.current) return;
+    editor.addEventListener("click", hide);
+    editor.addEventListener("blur", hide);
+    editor.addEventListener("keydown", handleKeyDown);
+    editor.addEventListener("input", handleInput);
+    listenersAreRegisteredRef.current = true;
   };
   useEffect(registerListeners, [!!editorRef.current]);
 
-  const { tags } = useTagStore().state;
-  const getSuggestions = () => {
-    const partial = getCurrentWord()[0].slice(1);
-    return tags.filter((tag) => tag.startsWith(partial)).slice(0, 5);
-  };
-  const suggestions = getSuggestions();
-
-  const handleSelection = (tag: string) => {
-    if (!editorActions || !("current" in editorActions) || !editorActions.current) return;
-    const partial = getCurrentWord()[0].slice(1);
-    editorActions.current.insertText(tag.slice(partial.length));
-  };
-
-  if (!position || !suggestions.length) return null;
+  if (!isVisibleRef.current || !position) return null;
   return (
     <div
       className="z-2 p-1 absolute max-w-[12rem] rounded font-mono shadow bg-zinc-200 dark:bg-zinc-600"
       style={{ left: position.left - 6, top: position.top + position.height + 2 }}
     >
-      {suggestions.map((tag) => (
+      {suggestionsRef.current.map((tag, i) => (
         <div
           key={tag}
-          onMouseDown={() => handleSelection(tag)}
-          className="rounded p-1 px-2 w-full truncate text-sm dark:text-gray-300 cursor-pointer hover:bg-zinc-300 dark:hover:bg-zinc-700"
+          onMouseDown={() => autocomplete(tag)}
+          className={classNames(
+            "rounded p-1 px-2 w-full truncate text-sm dark:text-gray-300 cursor-pointer hover:bg-zinc-300 dark:hover:bg-zinc-700",
+            i === selected ? "bg-zinc-300 dark:bg-zinc-700" : ""
+          )}
         >
           #{tag}
         </div>