diff --git a/src/lib/Others/AlertComp.svelte b/src/lib/Others/AlertComp.svelte
index 41af784a..c4b81833 100644
--- a/src/lib/Others/AlertComp.svelte
+++ b/src/lib/Others/AlertComp.svelte
@@ -5,7 +5,7 @@
     import { getCharImage } from '../../ts/characters';
     import { ParseMarkdown } from '../../ts/parser.svelte';
     import BarIcon from '../SideBars/BarIcon.svelte';
-    import { ChevronRightIcon, User, RefreshCw } from 'lucide-svelte';
+    import { ChevronRightIcon, User, RefreshCw, StarIcon } from 'lucide-svelte';
     import { hubURL, isCharacterHasAssets } from 'src/ts/characterCards';
     import TextInput from '../UI/GUI/TextInput.svelte';
     import { openURL } from 'src/ts/globalApi.svelte';
@@ -364,46 +364,57 @@
                                         <div class="mb-4">
                                             <div class="flex justify-between items-center mb-2">
                                                 <span class="text-sm text-textcolor2">Summary #{i + 1}</span>
-                                                <!-- Resummarize Button -->
-                                                <button 
-                                                    class="p-1 hover:text-blue-500 transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
-                                                    onclick={async () => {
-                                                        hypaV3IsResummarizing = true
+                                                <div class="flex items-center gap-4">
+                                                    <!-- Important Button -->
+                                                    <button 
+                                                        class="p-1 hover:text-yellow-500 transition-colors {summary.isImportant ? "text-yellow-500" : "text-textcolor2"}"
+                                                        onclick={() => {
+                                                            summary.isImportant = !summary.isImportant
+                                                        }}
+                                                    >
+                                                        <StarIcon size={16}/>
+                                                    </button>
+                                                    <!-- Resummarize Button -->
+                                                    <button 
+                                                        class="p-1 hover:text-blue-500 transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
+                                                        onclick={async () => {
+                                                            hypaV3IsResummarizing = true
 
-                                                        try {
-                                                            const char = DBState.db.characters[$selectedCharID]
-                                                            const chat = char.chats[DBState.db.characters[$selectedCharID].chatPage]
-                                                            const firstMessage = chat.fmIndex === -1 ? char.firstMessage : char.alternateGreetings?.[chat.fmIndex ?? 0]
-                                                            const toSummarize = summary.chatMemos.map(chatMemo => {
-                                                                if (chatMemo == null) {
-                                                                    return {
-                                                                        role: "assistant",
-                                                                        data: firstMessage
+                                                            try {
+                                                                const char = DBState.db.characters[$selectedCharID]
+                                                                const chat = char.chats[DBState.db.characters[$selectedCharID].chatPage]
+                                                                const firstMessage = chat.fmIndex === -1 ? char.firstMessage : char.alternateGreetings?.[chat.fmIndex ?? 0]
+                                                                const toSummarize = summary.chatMemos.map(chatMemo => {
+                                                                    if (chatMemo == null) {
+                                                                        return {
+                                                                            role: "assistant",
+                                                                            data: firstMessage
+                                                                        }
                                                                     }
-                                                                }
 
-                                                                const msg = chat.message.find(m => m.chatId === chatMemo)
-                                                                return msg ? {
-                                                                    role: msg.role === "char" ? "assistant" : msg.role,
-                                                                    data: msg.data
-                                                                } : null
-                                                            })                                                     
-                                                            const stringifiedChats = toSummarize
-                                                                .map((m) => `${m.role}: ${m.data}`)
-                                                                .join("\n")
-                                                            const summarizeResult = await hypaV3Summarize(stringifiedChats)
-                                                            
-                                                            if (summarizeResult.success) {
-                                                                summary.text = summarizeResult.data
+                                                                    const msg = chat.message.find(m => m.chatId === chatMemo)
+                                                                    return msg ? {
+                                                                        role: msg.role === "char" ? "assistant" : msg.role,
+                                                                        data: msg.data
+                                                                    } : null
+                                                                })                                                     
+                                                                const stringifiedChats = toSummarize
+                                                                    .map((m) => `${m.role}: ${m.data}`)
+                                                                    .join("\n")
+                                                                const summarizeResult = await hypaV3Summarize(stringifiedChats)
+                                                                
+                                                                if (summarizeResult.success) {
+                                                                    summary.text = summarizeResult.data
+                                                                }
+                                                            } finally {
+                                                                hypaV3IsResummarizing = false
                                                             }
-                                                        } finally {
-                                                            hypaV3IsResummarizing = false
-                                                        }
-                                                    }}
-                                                    disabled={hypaV3IsResummarizing}
-                                                >
-                                                    <RefreshCw size={16}/>
-                                                </button>
+                                                        }}
+                                                        disabled={hypaV3IsResummarizing}
+                                                    >
+                                                        <RefreshCw size={16}/>
+                                                    </button>
+                                                </div>
                                             </div>
                                             <!-- Editable Summary -->
                                             <TextAreaInput
@@ -450,7 +461,7 @@
                                                                     const displayRole = targetMessage.role === "char" ? char.name : targetMessage.role
                                                                     return `${displayRole}: ${targetMessage.data}`
                                                                 }
-                                                                
+
                                                                 return "Message not found"
                                                             })()}
                                                         </div>
diff --git a/src/ts/process/memory/hypav3.ts b/src/ts/process/memory/hypav3.ts
index 9b2e1a31..b876ab39 100644
--- a/src/ts/process/memory/hypav3.ts
+++ b/src/ts/process/memory/hypav3.ts
@@ -19,6 +19,7 @@ import type { ChatTokenizer } from "src/ts/tokenizer";
 interface Summary {
   text: string;
   chatMemos: Set<string>;
+  isImportant: boolean;
 }
 
 interface HypaV3Data {
@@ -29,6 +30,7 @@ export interface SerializableHypaV3Data {
   summaries: {
     text: string;
     chatMemos: string[];
+    isImportant: boolean;
   }[];
 }
 
@@ -50,7 +52,7 @@ function isSubset(subset: Set<string>, superset: Set<string>): boolean {
 function toSerializableHypaV3Data(data: HypaV3Data): SerializableHypaV3Data {
   return {
     summaries: data.summaries.map((summary) => ({
-      text: summary.text,
+      ...summary,
       chatMemos: [...summary.chatMemos],
     })),
   };
@@ -59,9 +61,11 @@ function toSerializableHypaV3Data(data: HypaV3Data): SerializableHypaV3Data {
 function toHypaV3Data(serialData: SerializableHypaV3Data): HypaV3Data {
   return {
     summaries: serialData.summaries.map((summary) => ({
-      text: summary.text,
+      ...summary,
       // Convert null back to undefined (JSON serialization converts undefined to null)
-      chatMemos: new Set(summary.chatMemos.map(memo => memo === null ? undefined : memo)),
+      chatMemos: new Set(
+        summary.chatMemos.map((memo) => (memo === null ? undefined : memo))
+      ),
     })),
   };
 }
@@ -288,7 +292,7 @@ export async function hypaMemoryV3(
   const shouldReserveEmptyMemoryTokens =
     data.summaries.length === 0 &&
     currentTokens + emptyMemoryTokens <= maxContextTokens;
-  const availableMemoryTokens = shouldReserveEmptyMemoryTokens
+  let availableMemoryTokens = shouldReserveEmptyMemoryTokens
     ? 0
     : memoryTokens - emptyMemoryTokens;
 
@@ -424,6 +428,7 @@ export async function hypaMemoryV3(
       data.summaries.push({
         text: summarizeResult.data,
         chatMemos: new Set(toSummarize.map((chat) => chat.memo)),
+        isImportant: false,
       });
 
       break;
@@ -451,6 +456,38 @@ export async function hypaMemoryV3(
     db.hypaV3Settings.recentMemoryRatio -
     db.hypaV3Settings.similarMemoryRatio;
 
+  // Select important summaries
+  const selectedImportantSummaries: Summary[] = [];
+
+  for (const summary of data.summaries) {
+    if (summary.isImportant) {
+      const summaryTokens = await tokenizer.tokenizeChat({
+        role: "system",
+        content: summary.text + summarySeparator,
+      });
+
+      if (summaryTokens > availableMemoryTokens) {
+        break;
+      }
+
+      selectedImportantSummaries.push(summary);
+
+      availableMemoryTokens -= summaryTokens;
+    }
+  }
+
+  selectedSummaries.push(...selectedImportantSummaries);
+
+  console.log(
+    "[HypaV3] After important memory selection:",
+    "\nSummary Count:",
+    selectedImportantSummaries.length,
+    "\nSummaries:",
+    selectedImportantSummaries,
+    "\nAvailable Memory Tokens:",
+    availableMemoryTokens
+  );
+
   // Select recent summaries
   const reservedRecentMemoryTokens = Math.floor(
     availableMemoryTokens * db.hypaV3Settings.recentMemoryRatio
@@ -460,9 +497,14 @@ export async function hypaMemoryV3(
   if (db.hypaV3Settings.recentMemoryRatio > 0) {
     const selectedRecentSummaries: Summary[] = [];
 
+    // Target only summaries that haven't been selected yet
+    const unusedSummaries = data.summaries.filter(
+      (e) => !selectedSummaries.includes(e)
+    );
+
     // Add one by one from the end
-    for (let i = data.summaries.length - 1; i >= 0; i--) {
-      const summary = data.summaries[i];
+    for (let i = unusedSummaries.length - 1; i >= 0; i--) {
+      const summary = unusedSummaries[i];
       const summaryTokens = await tokenizer.tokenizeChat({
         role: "system",
         content: summary.text + summarySeparator,