diff --git a/src/onebot11/action/group/LastSendAndJoinRemberLRU.ts b/src/onebot11/action/group/LastSendAndJoinRemberLRU.ts
new file mode 100644
index 00000000..2abf0124
--- /dev/null
+++ b/src/onebot11/action/group/LastSendAndJoinRemberLRU.ts
@@ -0,0 +1,188 @@
+import sqlite3 from "sqlite3";
+import { logError, logDebug } from "@/common/utils/log";
+import { selfInfo } from "@/core/data";
+import { ob11Config } from "@/onebot11/config";
+import LRU from "./LRUCache";
+import path from "path";
+
+const dbPath = path.join(
+  ob11Config.getConfigDir(),
+  `lastSendAndJoinRember_${selfInfo.uin}.db`
+);
+const remberDb = new sqlite3.Database(dbPath);
+
+// 初始化全部的群到内存中
+const groupIds: number[] = [];
+remberDb.serialize(() => {
+  const sql = `SELECT * FROM sqlite_master WHERE type='table'`;
+  remberDb.all(sql, [], (err, rows: { name: string }[]) => {
+    if (err) return logError(err);
+    rows.forEach((row) => groupIds.push(parseInt(row.name)));
+    logDebug(`已加载 ${groupIds.length} 个群`);
+    console.log(groupIds);
+  });
+});
+
+const createTableSQL = (groupId: number) =>
+  `CREATE TABLE IF NOT EXISTS "${groupId}" (
+        user_id INTEGER,
+        last_sent_time INTEGER,
+        join_time INTEGER,
+        PRIMARY KEY (user_id)
+    );`;
+
+async function createTableIfNotExist(groupId: number) {
+  // 未开启本地记录
+  if (!ob11Config.localDB) return;
+
+  logDebug("检测数据表存在", groupId);
+  if (groupIds.includes(groupId)) {
+    logDebug("数据表已存在", groupId);
+    return;
+  }
+
+  logDebug("创建数据表", groupId);
+  return new Promise((resolve, reject) => {
+    const sql = createTableSQL(groupId);
+    remberDb.all(sql, (err) => {
+      if (err) {
+        logError("数据表创建失败", err);
+        reject(err);
+        return;
+      }
+      groupIds.push(groupId);
+      logDebug("数据表创建成功", groupId);
+      resolve(true);
+    });
+  });
+}
+
+// 入群记录
+export async function insertJoinTime(
+  groupId: number,
+  userId: number,
+  time: number
+) {
+  // 未开启本地记录
+  if (!ob11Config.localDB) return;
+
+  logDebug("插入入群时间", userId, groupId);
+  await createTableIfNotExist(groupId);
+  remberDb.all(
+    `INSERT OR REPLACE INTO "${groupId}"  (user_id, last_sent_time, join_time) VALUES (?,?,?)`,
+    [userId, time, time],
+    (err) => {
+      if (err)
+        logError(err),
+          Promise.reject(),
+          console.log("插入入群时间失败", userId, groupId);
+    }
+  );
+}
+
+// 发言记录
+const LURCache = new LRU<number>();
+const LastSentCache = new (class {
+  private cache: { gid: number; uid: number }[] = [];
+  private maxSize: number;
+
+  constructor(maxSize: number = 5000) {
+    this.maxSize = maxSize;
+  }
+
+  get(gid: number, uid: number): boolean {
+    const exists = this.cache.some(
+      (entry) => entry.gid === gid && entry.uid === uid
+    );
+    if (!exists) {
+      this.cache.push({ gid, uid });
+      if (this.cache.length > this.maxSize) {
+        this.cache.shift();
+      }
+    }
+
+    return exists;
+  }
+})();
+
+LURCache.on(async (node) => {
+  const { value: time, groupId, userId } = node;
+
+  logDebug("插入发言时间", userId, groupId);
+  await createTableIfNotExist(groupId);
+
+  const method = await getDataSetMethod(groupId, userId);
+  logDebug("插入发言时间方法判断", userId, groupId, method);
+
+  const sql =
+    method == "update"
+      ? `UPDATE "${groupId}" SET last_sent_time = ? WHERE user_id = ?`
+      : `INSERT INTO "${groupId}" (last_sent_time, user_id)  VALUES (?, ?)`;
+
+  remberDb.all(sql, [time, userId], (err) => {
+    if (err) {
+      return logError("插入/更新发言时间失败", userId, groupId);
+    }
+    logDebug("插入/更新发言时间成功", userId, groupId);
+  });
+});
+
+async function getDataSetMethod(groupId: number, userId: number) {
+  // 缓存记录
+  if (LastSentCache.get(groupId, userId)) {
+    logDebug("缓存命中", userId, groupId);
+    return "update";
+  }
+
+  // 数据库判断
+  return new Promise<"insert" | "update">((resolve, reject) => {
+    remberDb.all(
+      `SELECT * FROM "${groupId}" WHERE user_id = ?`,
+      [userId],
+      (err, rows) => {
+        if (err) {
+          logError("查询发言时间存在失败", userId, groupId, err);
+          return logError("插入发言时间失败", userId, groupId, err);
+        }
+
+        if (rows.length === 0) {
+          logDebug("查询发言时间不存在", userId, groupId);
+          return resolve("insert");
+        }
+
+        logDebug("查询发言时间存在", userId, groupId);
+        resolve("update");
+      }
+    );
+  });
+}
+
+interface IRember {
+  last_sent_time: number;
+  join_time: number;
+  user_id: number;
+}
+export async function getLastSentTimeAndJoinTime(
+  groupId: number
+): Promise<IRember[]> {
+  logDebug("读取发言时间", groupId);
+  return new Promise<IRember[]>((resolve, reject) => {
+    remberDb.all(`SELECT * FROM "${groupId}" `, (err, rows: IRember[]) => {
+      if (err) {
+        logError("查询发言时间失败", groupId);
+        return resolve([]);
+      }
+      logDebug("查询发言时间成功", groupId, rows);
+      resolve(rows);
+    });
+  });
+}
+
+export function insertLastSentTime(
+  groupId: number,
+  userId: number,
+  time: number
+) {
+  if (!ob11Config.localDB) return;
+  LURCache.set(groupId, userId,time)
+}