diff --git a/tools/js-sdk-release-tools/src/common/utils.ts b/tools/js-sdk-release-tools/src/common/utils.ts
index 0be2cf98329..00945eda7ad 100644
--- a/tools/js-sdk-release-tools/src/common/utils.ts
+++ b/tools/js-sdk-release-tools/src/common/utils.ts
@@ -5,6 +5,7 @@ import fs from 'fs';
 import { SDKType } from './types'
 import { logger } from "../utils/logger";
 import { Project, ScriptTarget, SourceFile } from 'ts-morph';
+import { replaceAll } from '@ts-common/azure-js-dev-tools';
 
 export function getClassicClientParametersPath(packageRoot: string): string {
     return path.join(packageRoot, 'src', 'models', 'parameters.ts');
@@ -48,4 +49,13 @@ export function getTsSourceFile(filePath: string): SourceFile | undefined {
     const project = new Project({ compilerOptions });
     project.addSourceFileAtPath(filePath);
     return project.getSourceFile(filePath);
+}
+
+// changelog policy: https://aka.ms/azsdk/guideline/changelogs
+export function fixChangelogFormat(content: string) {
+    content = replaceAll(content, '**Features**', '### Features Added')!;
+    content  = replaceAll(content, '**Breaking Changes**', '### Breaking Changes')!;
+    content  = replaceAll(content, '**Bugs Fixed**', '### Bugs Fixed')!;
+    content  = replaceAll(content, '**Other Changes**', '### Other Changes')!;
+    return content;
 }
\ No newline at end of file
diff --git a/tools/js-sdk-release-tools/src/hlc/utils/automaticGenerateChangeLogAndBumpVersion.ts b/tools/js-sdk-release-tools/src/hlc/utils/automaticGenerateChangeLogAndBumpVersion.ts
index 059f4ace921..54af2338a9d 100644
--- a/tools/js-sdk-release-tools/src/hlc/utils/automaticGenerateChangeLogAndBumpVersion.ts
+++ b/tools/js-sdk-release-tools/src/hlc/utils/automaticGenerateChangeLogAndBumpVersion.ts
@@ -22,7 +22,7 @@ import { execSync } from "child_process";
 import { getversionDate } from "../../utils/version";
 import { ApiVersionType } from "../../common/types"
 import { getApiVersionType } from '../../xlc/apiVersion/apiVersionTypeExtractor'
-import { getApiReviewPath, getNpmPackageName, getSDKType } from '../../common/utils';
+import { fixChangelogFormat, getApiReviewPath, getNpmPackageName, getSDKType } from '../../common/utils';
 
 export async function generateChangelogAndBumpVersion(packageFolderPath: string) {
     const jsSdkRepoPath = String(shell.pwd());
@@ -66,7 +66,7 @@ export async function generateChangelogAndBumpVersion(packageFolderPath: string)
                 const oldSDKType = getSDKType(npmPackageRoot);
                 const newSDKType = getSDKType(packageFolderPath);
                 const changelog: Changelog = await extractExportAndGenerateChangelog(apiMdFileNPM, apiMdFileLocal, oldSDKType, newSDKType);
-                let originalChangeLogContent = fs.readFileSync(path.join(packageFolderPath, 'changelog-temp', 'package', 'CHANGELOG.md'), {encoding: 'utf-8'});
+                let originalChangeLogContent = fs.readFileSync(path.join(packageFolderPath, 'changelog-temp', 'package', 'CHANGELOG.md'), { encoding: 'utf-8' });
                 if(nextVersion){
                     shell.cd(path.join(packageFolderPath, 'changelog-temp'));
                     shell.mkdir(path.join(packageFolderPath, 'changelog-temp', 'next'));
@@ -88,6 +88,7 @@ export async function generateChangelogAndBumpVersion(packageFolderPath: string)
                 if(originalChangeLogContent.includes("https://aka.ms/js-track2-quickstart")){
                     originalChangeLogContent=originalChangeLogContent.replace("https://aka.ms/js-track2-quickstart","https://aka.ms/azsdk/js/mgmt/quickstart");
                 }
+                originalChangeLogContent = fixChangelogFormat(originalChangeLogContent);
                 if (!changelog.hasBreakingChange && !changelog.hasFeature) {
                     logger.logError('Cannot generate changelog because the codes of local and npm may be the same.');
                     logger.log('Try to bump a fix version');
diff --git a/tools/js-sdk-release-tools/src/hlc/utils/modifyChangelogFileAndBumpVersion.ts b/tools/js-sdk-release-tools/src/hlc/utils/modifyChangelogFileAndBumpVersion.ts
index 981ca9b39bb..bc95d1c2438 100644
--- a/tools/js-sdk-release-tools/src/hlc/utils/modifyChangelogFileAndBumpVersion.ts
+++ b/tools/js-sdk-release-tools/src/hlc/utils/modifyChangelogFileAndBumpVersion.ts
@@ -1,4 +1,5 @@
 import {Changelog} from "../../changelog/changelogGenerator";
+import { fixChangelogFormat } from "../../common/utils";
 
 const fs = require('fs');
 const path = require('path');
@@ -63,7 +64,7 @@ function changeClientFile(packageFolderPath: string, packageVersion: string) {
 }
 
 export function makeChangesForReleasingTrack2(packageFolderPath: string, packageVersion: string, changeLog: Changelog, originalChangeLogContent: string, comparedVersion:string) {
-    let pacakgeVersionDetail=`## ${packageVersion} (${date})`;
+    let pacakgeVersionDetail = `## ${packageVersion} (${date})`;
     if(packageVersion.includes("beta")){
         pacakgeVersionDetail +=`\nCompared with version ${comparedVersion}`
     }
diff --git a/tools/js-sdk-release-tools/src/llc/utils/generateChangelog.ts b/tools/js-sdk-release-tools/src/llc/utils/generateChangelog.ts
index f00e61addab..217f1d24ac5 100644
--- a/tools/js-sdk-release-tools/src/llc/utils/generateChangelog.ts
+++ b/tools/js-sdk-release-tools/src/llc/utils/generateChangelog.ts
@@ -4,7 +4,7 @@ import { NPMScope } from "@ts-common/azure-js-dev-tools";
 import { logger } from "../../utils/logger";
 import { getLatestStableVersion } from "../../utils/version";
 import { extractExportAndGenerateChangelog } from "../../changelog/extractMetaData";
-import { getApiReviewPath, getSDKType } from "../../common/utils";
+import { fixChangelogFormat, getApiReviewPath, getSDKType } from "../../common/utils";
 
 const shell = require('shelljs');
 const todayDate = new Date();
@@ -22,7 +22,9 @@ function generateChangelogForFirstRelease(packagePath, version) {
 }
 
 function appendChangelog(packagePath, version, changelog) {
-    const originalChangeLogContent = fs.readFileSync(path.join(packagePath, 'changelog-temp', 'package', 'CHANGELOG.md'), {encoding: 'utf-8'});
+    let originalChangeLogContent: string = fs.readFileSync(path.join(packagePath, 'changelog-temp', 'package', 'CHANGELOG.md'), { encoding: 'utf-8' });
+    originalChangeLogContent = fixChangelogFormat(originalChangeLogContent);
+
     const modifiedChangelogContent = `## ${version} (${date})
     
 ${changelog.displayChangeLog()}