diff --git a/.github/workflows/green_master.yaml b/.github/workflows/green_master.yaml
index de343a8f9..1dc0f841f 100644
--- a/.github/workflows/green_master.yaml
+++ b/.github/workflows/green_master.yaml
@@ -7,6 +7,9 @@ on:
     # run hourly
     - cron: "0 * * * *"
   workflow_dispatch:
+    inputs:
+      ref:
+        required: false
 
 permissions:
   contents: read
@@ -20,10 +23,16 @@ jobs:
       actions: write
     steps:
       - uses: actions/checkout@v3
+        with:
+          ref: ${{ github.event.inputs.ref || 'master' }}
 
       - name: run script
         shell: bash
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          python3 scripts/rerun-failed-checks.py
+          gh api --method GET -f head_sha=$(git rev-parse HEAD) -f status=completed -f exclude_pull_requests=true /repos/emqx/emqx/actions/runs > runs.json
+          for id in $(jq -r '.workflow_runs[] | select((."conclusion" != "success") and .run_attempt < 3) | .id' runs.json); do
+            echo "rerun https://github.com/emqx/emqx/actions/runs/$id"
+            gh api --method POST /repos/emqx/emqx/actions/runs/$id/rerun-failed-jobs
+          done
diff --git a/scripts/rerun-failed-checks.py b/scripts/rerun-failed-checks.py
deleted file mode 100644
index ff9b9f33e..000000000
--- a/scripts/rerun-failed-checks.py
+++ /dev/null
@@ -1,143 +0,0 @@
-#!/usr/bin/env python3
-# Usage: python3 rerun-failed-checks.py -t <github token> -r <repo> -b <branch>
-#
-# Description: This script will fetch the latest commit from a branch, and check the status of all check runs of the commit.
-# If any check run is not successful, it will trigger a rerun of the failed jobs.
-#
-# Default branch is master, default repo is emqx/emqx
-#
-# Limitation: only works for upstream repo, not for forked.
-import requests
-import http.client
-import json
-import os
-import sys
-import time
-import math
-from optparse import OptionParser
-
-job_black_list = [
-    'windows',
-    'publish_artifacts',
-    'stale'
-]
-
-def fetch_latest_commit(token: str, repo: str, branch: str):
-    url = f'https://api.github.com/repos/{repo}/commits/{branch}'
-    headers = {'Accept': 'application/vnd.github+json',
-               'Authorization': f'Bearer {token}',
-               'X-GitHub-Api-Version': '2022-11-28',
-               'User-Agent': 'python3'
-               }
-    r = requests.get(url, headers=headers)
-    if r.status_code == 200:
-        res = r.json()
-        return res
-    else:
-        print(
-            f'Failed to fetch latest commit from {branch} branch, code: {r.status_code}')
-        sys.exit(1)
-
-
-'''
-fetch check runs of a commit.
-@note, only works for public repos
-'''
-def fetch_check_runs(token: str, repo: str, ref: str):
-    all_checks = []
-    page = 1
-    total_pages = 1
-    per_page = 100
-    failed_checks = []
-    while page <= total_pages:
-        print(f'Fetching check runs for page {page} of {total_pages} pages')
-        url = f'https://api.github.com/repos/{repo}/commits/{ref}/check-runs?per_page={per_page}&page={page}'
-        headers = {'Accept': 'application/vnd.github.v3+json',
-                    'Authorization': f'Bearer {token}'
-                  }
-        r = requests.get(url, headers=headers)
-        if r.status_code == 200:
-            resp = r.json()
-            all_checks.extend(resp['check_runs'])
-
-            page += 1
-            if 'total_count' in resp and resp['total_count'] > per_page:
-                total_pages = math.ceil(resp['total_count'] / per_page)
-        else:
-            print(f'Failed to fetch check runs {r.status_code}')
-            sys.exit(1)
-
-
-    for crun in all_checks:
-        if crun['status'] == 'completed' and crun['conclusion'] != 'success':
-            print('Failed check: ', crun['name'])
-            failed_checks.append(
-                {'id': crun['id'], 'name': crun['name'], 'url': crun['url']})
-        else:
-            # pretty print crun
-            # print(json.dumps(crun, indent=4))
-            print('successed:', crun['id'], crun['name'],
-                    crun['status'], crun['conclusion'])
-
-    return failed_checks
-
-'''
-rerquest a check-run
-'''
-def trigger_build(failed_checks: list, repo: str, token: str):
-    reruns = []
-    for crun in failed_checks:
-        if crun['name'].strip() in job_black_list:
-            print(f'Skip black listed job {crun["name"]}')
-            continue
-
-        r = requests.get(crun['url'], headers={'Accept': 'application/vnd.github.v3+json',
-                                               'User-Agent': 'python3',
-                                               'Authorization': f'Bearer {token}'}
-                         )
-        if r.status_code == 200:
-            # url example: https://github.com/qzhuyan/emqx/actions/runs/4469557961/jobs/7852858687
-            run_id = r.json()['details_url'].split('/')[-3]
-            reruns.append(run_id)
-        else:
-            print(f'failed to fetch check run {crun["name"]}')
-
-    # remove duplicates
-    for run_id in set(reruns):
-        url = f'https://api.github.com/repos/{repo}/actions/runs/{run_id}/rerun-failed-jobs'
-
-        r = requests.post(url, headers={'Accept': 'application/vnd.github.v3+json',
-                                        'User-Agent': 'python3',
-                                        'Authorization': f'Bearer {token}'}
-                          )
-        if r.status_code == 201:
-            print(f'Successfully triggered build for {crun["name"]}')
-
-        else:
-            # Only complain but not exit.
-            print(
-                f'Failed to trigger rerun for {run_id}, {crun["name"]}: {r.status_code} : {r.text}')
-
-
-def main():
-    parser = OptionParser()
-    parser.add_option("-r", "--repo", dest="repo",
-                      help="github repo", default="emqx/emqx")
-    parser.add_option("-t", "--token", dest="gh_token",
-                      help="github API token")
-    parser.add_option("-b", "--branch", dest="branch", default='master',
-                      help="Branch that workflow runs on")
-    (options, args) = parser.parse_args()
-
-    # Get gh token from env var GITHUB_TOKEN if provided, else use the one from command line
-    token = os.environ['GITHUB_TOKEN'] if 'GITHUB_TOKEN' in os.environ else options.gh_token
-
-    target_commit = fetch_latest_commit(token, options.repo, options.branch)
-
-    failed_checks = fetch_check_runs(token, options.repo, target_commit['sha'])
-
-    trigger_build(failed_checks, options.repo, token)
-
-
-if __name__ == '__main__':
-    main()