diff --git a/RELEASE-NOTES.md b/RELEASE-NOTES.md
index c28775f9e442..09610d4cc4d8 100644
--- a/RELEASE-NOTES.md
+++ b/RELEASE-NOTES.md
@@ -1,3 +1,136 @@
+## [v2.7.0]- 2024-12-23
+
+### ✨ New Features
+
+1. Upgrade dockerfile java runtime version 8 to 17
+2. Upgrade SpringBoot to 3.x
+3. Support ShenYu Admin Cluster
+4. Upgrade checkstyle plugin to 3.4.0
+5. Datasource support OceanBase
+6. Supports batch modification of selector/rule status
+7. Supports batch modification of PathAuth status 
+8. Upgrade apache dubbo version 
+9. Support `Contribute with Gitpod`
+10. Support Configs Export And Import 
+11. Add shenyu client heartbeat 
+12. Support Namespace 
+13. Support k8s dynamically scale 
+14. Invalidate Previous Tokens on New Login by Implementing Client ID Validation
+15. Support for gray release in divide-plugin
+16. Support Kubernetes registry
+17. Add shenyu-plugin-wasm
+
+### ⚡Enhancement
+
+1. Add rocketmq logging e2e test
+2. Enhance metrics-ratelimiter collect
+3. Enhance metrics collection for Sentinel, Resilience4j, and Hystrix
+4. Arrange sofa common tools dependencies
+5. Remove expired comments
+6. Add missing license
+7. Set up callback for send message on Kafka
+8. Use the loadbalance configuration from metadata for Dubbo
+9. Add non null validation for upstream which obtained from select
+10. Set timeout which from rule handle to dubbo rpc context
+11. Publish event when enable selector and rule
+12. Remove closed session from the NAMESPACE_SESSION_MAP
+13. Add test case for ShenyuClientURIExecutorSubscriber
+14. Add test case for `ShenyuClientIllegalArgumentException`
+15. Add test case for `ShenyuClientRegisterEventPublisher`
+16. Add test case for `ShenyuClientMetadataExecutorSubscriber`
+17. Add test case for `AbstractWasmPluginDataHandler`
+18. Add test case for `ShenyuClientRegisterRepositoryFactoryTest`
+19. Add test case for `AbstractWasmDiscoveryHandler`
+20. Upgrade sofa rpc version support
+21. Add header key of Sign plugin to CrossFilter config
+22. Encrypt the password
+23. Add AbstractShenyuWasmPluginTest
+24. RewritePlugin/ContextPathPlugin supports across application and plugin
+25. Remove duplicate path check
+26. Remove Alibaba Dubbo Support
+27. Support docker env set http path
+28. Add some code refactor improve
+29. Support get token from cookie\header\param
+30. Make the default value of ShenyuDubboService annotation equal to that of DubboService annotation
+31. Add db script into admin package
+32. Get rid of the dead code and add some improvements
+33. MotanServiceEventListenerTest case optimization
+34. Delete duplicate maven in shenyu-registry-eureka.xml
+35. Jwt dependency updated
+36. Print plugin execute time
+37. Discovery Local support upstream health check in Admin
+38. Close rule cache
+39. Less concurrency
+40. Optimize logic to avoid "orElse" execution，Update VersionTwoExtractor.java
+
+### ♻️Refactor
+
+1. Admin distributed lock by spring-integration-jdbc
+2. Refactor beanUtils
+3. Remove macos ci
+4. Update logging plugin DataBuffer deprecated method
+5. Modify e2e k8s to docker compose
+6. Migrate Admin swagger from springfox to springdoc
+7. Refactor springcloud plugin
+8. Refactor some code
+9. Delete SO_SNDBUF & SO_RCVBUF
+10. Refactor shenyu-sync-data-http : replace log %s -> {}.
+11. Optimizing the node type listener
+12. Refactor plugin lifecycle
+13. Adjust code order and remove invalid input parameters
+
+### 🐛Bug Fix
+
+1. Fix duplicate header for request plugin
+2. Fix proxy.selector and discovery not delete when delete divide selector
+3. Fix LoggingPlugin error log catch
+4. Fix logging plugin sample bug
+5. Fix memory overflow
+6. Fix rewrite integrated test
+7. Fix AbstractWasmPluginDataHandlerTest
+8. Fix missing PRIMARY KEY in sql-script/h2/schema.sql
+9. Fix Data dictionary page data sorting exception
+10. FIx doc error
+11. Resolve dashboard routing mismatch post context-path update
+12. Fix etcd sync config problem
+13. Fix consul sync problem
+14. Fix the bug of being unable to query without registration
+15. Fix Plugin Edit Page Issue by Correcting Plugin ID Query and Updating Data Type
+16. Fix class AdminConstants has word spelling error
+17. Fix shenyu-examples-springmvc start failed
+18. Fix dashboard menu children sort not working problem
+19. Fix ShenyuApacheDubboXmlProviderApplication config
+20. Fix data sync dataId for proxy selector and discovery is not unique
+21. Filter disable dict option
+22. Fix SpringCloudParser MetaData null data
+23. Fix client register validation
+24. Config dubbo serialize-check-status=DISABLE
+25. Fix example TestApacheDubboXmlApplication start failed
+26. Fix the nacos data sync model missing the contextPath configuration
+27. Fix SPI create non singleton objects in multi-threaded scenarios
+28. Fix BadSqlGrammarException
+29. Fix some word typo error
+30. Fix ListUtil->merge exception
+31. Fix metaData disable not filtered
+32. Fix divide logging request method
+33. Fix e2e chunk header error
+34. Fix cookie error and sql check
+35. Fixed NPE issue
+36. Fix Invalid path error
+37. Fix hot load issue
+38. Fix e2e test case can not run wget command
+39. Fix fallback issue
+40. Fix some ci bugs
+41. Resolve the sql error in rule-sqlmap.xml
+42. Fix readYmlBuildRepository NPE
+43. Fix nacos cannot be registered in the Shenyu-examples-SpringCloud project
+44. Fix springCloud ruleData path setting didn't used
+45. Fix shenyu-plugin-logging-elasticsearch : modify setIndexName of ElasticSearchLogConfig
+46. Fix Not first offline from the gateway when stopping service
+47. Fix k8s liveness probe can not run wget command error
+48. Fix AbstractNodeDataSyncService load discoverUpstream on startup
+
+
 ## 2.6.1
 
 ### New Features
diff --git a/changelog.sh b/changelog.sh
new file mode 100644
index 000000000000..2e78d5c09fdf
--- /dev/null
+++ b/changelog.sh
@@ -0,0 +1,207 @@
+#!/bin/sh
+# ----------------------------------------------------------------------------
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# 配置
+FROM_TAG=""
+TO_TAG="HEAD"
+OUTPUT_FILE="CHANGELOG.md"
+IGNORE_TYPES=("sync frontend" "merge")  # 使用数组更清晰地管理忽略类型
+DATE_FORMAT="%Y-%m-%d"
+
+# 函数：处理错误并退出
+handle_error() {
+    echo "Error: $1" >&2
+    exit 1
+}
+
+# 检查 git 是否安装
+command -v git >/dev/null 2>&1 || handle_error "git is not installed."
+
+# 生成类型标题
+generate_type_header() {
+    local type="$1"
+    case "$type" in
+        feat) echo "### ✨ New Features";;
+        fix) echo "###  Bug Fixes";;  # 修改标题为更常见的 "Bug Fixes"
+        improve) echo "### ⚡ Improvements";;
+        chore) echo "###  Chore";;
+        refactor) echo "### ♻️ Refactor";;
+        docs) echo "###  Documentation";;
+        style) echo "###  Styles";;
+        perf) echo "### ⚡ Performance";;
+        test) echo "### ✅ Tests";;
+        build) echo "###  Build";;
+        ci) echo "###  CI";;
+        issue) echo "###  Issues";;
+        task) echo "###  Tasks";;
+        other) echo "###  Other Changes";;
+        *) echo "### ❓ Unknown Type: $type";;
+    esac
+}
+
+# 初始化变更日志
+initialize_changelog() {
+    local from="$1"
+    local to="$2"
+    local date=$(date +"$DATE_FORMAT")
+
+    echo "# Changelog" > "$OUTPUT_FILE"
+    echo "" >> "$OUTPUT_FILE"
+    echo "## [$to] - $date" >> "$OUTPUT_FILE"
+    echo "" >> "$OUTPUT_FILE"
+}
+
+# 规范化类型
+normalize_type() {
+    local type="$1"
+    type=$(echo "$type" | tr '[:upper:]' '[:lower:]')
+    case "$type" in
+        feature|feat) echo "feat";;
+        bugfix|fix) echo "fix";;  # 将 bugfix 映射到 fix
+        improve|improvement) echo "improve";;
+        *) echo "$type";;
+    esac
+}
+
+# 是否应该忽略类型
+should_ignore_type() {
+    local message="$1"
+
+    # 精确匹配忽略的提交信息
+    for ignore_message in "${IGNORE_TYPES[@]}"; do
+        if [[ "$message" == "$ignore_message" ]]; then
+            return 0
+        fi
+    done
+
+    # 忽略以 "Bump" 开头的提交（不区分大小写）
+    if echo "$message" | grep -qi "^bump"; then
+        return 0
+    fi
+    return 1
+}
+
+# 提取类型
+extract_type() {
+    local message="$1"
+    local lower_message=$(echo "$message" | tr '[:upper:]' '[:lower:]')
+    local type=$(echo "$lower_message" | grep -oE '^\[type:([a-zA-Z]+)\]|^type:([a-zA-Z]+)|^\[([a-zA-Z]+)\]|^(feat|fix|docs|style|refactor|perf|test|build|ci|chore|revert|feature|bugfix|improve|task|issue):?' | sed -E 's/^\[type://; s/\]//g; s/^type://; s/^\[//; s/\]//; s/://')
+    if [ -z "$type" ]; then
+        echo "other"
+    else
+        normalize_type "$type"
+    fi
+}
+
+# 清理提交信息
+clean_commit_message() {
+    local message="$1"
+    echo "$message" | sed -E 's/^\[type:[a-zA-Z]+\]//; s/^type:[a-zA-Z]+//; s/^\[[a-zA-Z]+\]//; s/^[a-zA-Z]+://; s/^ *//'
+}
+
+# 生成变更日志
+generate_changelog() {
+    local from="$1"
+    local to="$2"
+    local tmp_file
+
+    initialize_changelog "$from" "$to"
+
+    git log "$from..$to" --pretty=format:'%s|%h|%an' | while IFS='|' read -r message hash author; do
+        type=$(extract_type "$message")
+
+        if should_ignore_type "$message"; then # 传递完整的message给should_ignore_type
+            continue
+        fi
+
+        clean_message=$(clean_commit_message "$message")
+
+        tmp_file=$(mktemp) || handle_error "Failed to create temporary file."
+        echo "- ${clean_message} (${hash}) by ${author}" > "$tmp_file"
+
+        if [ ! -f "tmp_${type}.txt" ]; then
+            mv "$tmp_file" "tmp_${type}.txt"
+        else
+            cat "$tmp_file" >> "tmp_${type}.txt"
+            rm "$tmp_file"
+        fi
+    done
+
+    # 合并所有类型的变更
+    for type in feat fix improve chore refactor docs style perf test build ci issue task other; do
+        if [ -f "tmp_${type}.txt" ]; then
+            generate_type_header "$type" >> "$OUTPUT_FILE"
+            echo "" >> "$OUTPUT_FILE"
+            cat "tmp_${type}.txt" >> "$OUTPUT_FILE"
+            echo "" >> "$OUTPUT_FILE"
+            rm "tmp_${type}.txt"
+        fi
+    done
+}
+
+# 从最近的标签生成
+generate_from_latest_tag() {
+    local latest_tag
+    latest_tag=$(git describe --tags --abbrev=0 2>/dev/null)
+
+    if [ -z "$latest_tag" ]; then
+        echo "No tags found. Generating changelog for all commits."
+        generate_changelog "" "$TO_TAG"
+    else
+        generate_changelog "$latest_tag" "$TO_TAG"
+    fi
+}
+
+# 使用方法
+usage() {
+    echo "Usage: $0 [-f from_tag] [-t to_tag] [-o output_file]"
+    echo "  -f: Starting tag (default: latest tag)"
+    echo "  -t: Ending tag (default: HEAD)"
+    echo "  -o: Output file (default: $OUTPUT_FILE)"
+    exit 1
+}
+
+# 解析命令行参数
+while getopts "f:t:o:h" opt; do
+    case "$opt" in
+        f) FROM_TAG="$OPTARG";;
+        t) TO_TAG="$OPTARG";;
+        o) OUTPUT_FILE="$OPTARG";;
+        h) usage;;
+        \?) usage;;
+    esac
+done
+
+# 验证标签是否存在
+if [ ! -z "$FROM_TAG" ] && ! git rev-parse --verify "$FROM_TAG" > /dev/null 2>&1 ; then
+    handle_error "Invalid from tag: $FROM_TAG"
+fi
+
+if [ ! -z "$TO_TAG" ] && ! git rev-parse --verify "$TO_TAG" > /dev/null 2>&1 ; then
+    handle_error "Invalid to tag: $TO_TAG"
+fi
+
+# 执行生成
+if [ -z "$FROM_TAG" ]; then
+    generate_from_latest_tag
+else
+    generate_changelog "$FROM_TAG" "$TO_TAG"
+fi
+
+echo "Changelog has been generated in $OUTPUT_FILE"
\ No newline at end of file