diff --git a/.github/update_release_pr.py b/.github/update_release_pr.py
new file mode 100644
index 00000000000..f90f6181d01
--- /dev/null
+++ b/.github/update_release_pr.py
@@ -0,0 +1,215 @@
+from os import getenv
+
+import requests
+
+
+def get_github_prs(token: str, owner: str, repo: str, label: str = "", state: str = "all") -> list[dict]:
+    """
+    Fetches pull requests from a GitHub repository that match a given milestone and label.
+
+    Args:
+        token (str): GitHub token.
+        owner (str): The owner of the repository.
+        repo (str): The name of the repository.
+        label (str): The label name.
+        state (str): State of PR, e.g. open, closed, all
+
+    Returns:
+        list: A list of dictionaries, where each dictionary represents a pull request.
+              Returns an empty list if no PRs are found or an error occurs.
+    """
+    headers = {
+        "Authorization": f"token {token}",
+        "Accept": "application/vnd.github.v3+json",
+    }
+
+    milestone_id = None
+    milestone_url = f"https://api.github.com/repos/{owner}/{repo}/milestones"
+    params = {"state": "open"}
+
+    try:
+        response = requests.get(milestone_url, headers=headers, params=params)
+        response.raise_for_status()
+        milestones = response.json()
+
+        if len(milestones) > 2:
+            print("More than two milestones found, unable to determine the milestone required.")
+            exit(1)
+
+        # milestones.pop()
+        for ms in milestones:
+            if ms["title"] != "Future":
+                milestone_id = ms["number"]
+                print(f"Gathering PRs with milestone {ms['title']}...")
+                break
+
+        if not milestone_id:
+            print(f"No suitable milestone found in repository '{owner}/{repo}'.")
+            exit(1)
+
+    except requests.exceptions.RequestException as e:
+        print(f"Error fetching milestones: {e}")
+        exit(1)
+
+    # This endpoint allows filtering by milestone and label. A PR in GH's perspective is a type of issue.
+    prs_url = f"https://api.github.com/repos/{owner}/{repo}/issues"
+    params = {
+        "state": state,
+        "milestone": milestone_id,
+        "labels": label,
+        "per_page": 100,
+    }
+
+    all_prs = []
+    page = 1
+    while True:
+        try:
+            params["page"] = page
+            response = requests.get(prs_url, headers=headers, params=params)
+            response.raise_for_status()  # Raise an exception for HTTP errors
+            prs = response.json()
+
+            if not prs:
+                break  # No more PRs to fetch
+
+            # Check for pr key since we are using issues endpoint instead.
+            all_prs.extend([item for item in prs if "pull_request" in item])
+            page += 1
+
+        except requests.exceptions.RequestException as e:
+            print(f"Error fetching pull requests: {e}")
+            exit(1)
+
+    return all_prs
+
+
+def get_prs(pull_request_items: list[dict], label: str = "", state: str = "all") -> list[dict]:
+    """
+    Returns a list of pull requests after applying the label and state filters.
+
+    Args:
+        pull_request_items (list[dict]): List of PR items.
+        label (str): The label name.
+        state (str): State of PR, e.g. open, closed, all
+
+    Returns:
+        list: A list of dictionaries, where each dictionary represents a pull request.
+              Returns an empty list if no PRs are found.
+    """
+    pr_list = []
+    count = 0
+    for pr in pull_request_items:
+        if pr["state"] == state and [item for item in pr["labels"] if item["name"] == label]:
+            pr_list.append(pr)
+            count += 1
+
+    print(f"Found {count} PRs with {label if label else 'no'} label and state as {state}")
+
+    return pr_list
+
+
+def get_pr_descriptions(pull_request_items: list[dict]) -> str:
+    """
+    Returns the concatenated string of pr title and number in the format of
+    '- PR title 1 #3651
+     - PR title 2 #3652
+     - PR title 3 #3653
+    '
+
+    Args:
+        pull_request_items (list[dict]): List of PR items.
+
+    Returns:
+        str: a string of PR titles and numbers
+    """
+    description_content = ""
+    for pr in pull_request_items:
+        description_content += f"- {pr['title']} #{pr['number']}\n"
+
+    return description_content
+
+
+def update_pull_request_description(token: str, owner: str, repo: str, pr_number: int, new_description: str) -> None:
+    """
+    Updates the description (body) of a GitHub Pull Request.
+
+    Args:
+        token (str): Token.
+        owner (str): The owner of the repository.
+        repo (str): The name of the repository.
+        pr_number (int): The number of the pull request to update.
+        new_description (str): The new content for the PR's description.
+
+    Returns:
+        dict or None: The updated PR object (as a dictionary) if successful,
+                      None otherwise.
+    """
+    headers = {
+        "Authorization": f"token {token}",
+        "Accept": "application/vnd.github.v3+json",
+        "Content-Type": "application/json",
+    }
+
+    url = f"https://api.github.com/repos/{owner}/{repo}/pulls/{pr_number}"
+
+    payload = {"body": new_description}
+
+    print(f"Attempting to update PR #{pr_number} in {owner}/{repo}...")
+    print(f"URL: {url}")
+
+    try:
+        response = None
+        response = requests.patch(url, headers=headers, json=payload)
+        response.raise_for_status()
+
+        print(f"Successfully updated PR #{pr_number}.")
+
+    except requests.exceptions.RequestException as e:
+        print(f"Error updating pull request #{pr_number}: {e}")
+        if response is not None:
+            print(f"Response status code: {response.status_code}")
+            print(f"Response text: {response.text}")
+        exit(1)
+
+
+if __name__ == "__main__":
+    github_token = getenv("GITHUB_TOKEN")
+
+    if not github_token:
+        print("Error: GITHUB_TOKEN environment variable not set.")
+        exit(1)
+
+    repository_owner = "flow-launcher"
+    repository_name = "flow.launcher"
+    state = "all"
+
+    print(f"Fetching {state} PRs for {repository_owner}/{repository_name} ...")
+
+    pull_requests = get_github_prs(github_token, repository_owner, repository_name)
+
+    if not pull_requests:
+        print("No matching pull requests found")
+        exit(1)
+
+    print(f"\nFound total of {len(pull_requests)} pull requests")
+
+    release_pr = get_prs(pull_requests, "release", "open")
+
+    if len(release_pr) != 1:
+        print(f"Unable to find the exact release PR. Returned result: {release_pr}")
+        exit(1)
+
+    print(f"Found release PR: {release_pr[0]['title']}")
+
+    enhancement_prs = get_prs(pull_requests, "enhancement", "closed")
+    bug_fix_prs = get_prs(pull_requests, "bug", "closed")
+
+    description_content = "# Release notes\n"
+    description_content += f"## Features\n{get_pr_descriptions(enhancement_prs)}" if enhancement_prs else ""
+    description_content += f"## Bug fixes\n{get_pr_descriptions(bug_fix_prs)}" if bug_fix_prs else ""
+
+    update_pull_request_description(
+        github_token, repository_owner, repository_name, release_pr[0]["number"], description_content
+    )
+
+    print(f"PR content updated to:\n{description_content}")
diff --git a/.github/workflows/release_pr.yml b/.github/workflows/release_pr.yml
new file mode 100644
index 00000000000..451bf386c92
--- /dev/null
+++ b/.github/workflows/release_pr.yml
@@ -0,0 +1,25 @@
+name: Update release PR
+
+on:
+  pull_request:
+    types: [opened, reopened, synchronize]
+    branches:
+      - master
+  workflow_dispatch:
+
+jobs:
+  update-pr:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.x"
+      
+      - name: Run release PR update
+        env:
+          GITHUB_TOKEN: ${{ secrets.PR_TOKEN }}
+        run: |
+          pip install requests -q
+          python3 ./.github/update_release_pr.py