diff --git a/.github/workflows/gemini-api-review.yml b/.github/workflows/gemini-api-review.yml
new file mode 100644
index 0000000000000..684173b4d175b
--- /dev/null
+++ b/.github/workflows/gemini-api-review.yml
@@ -0,0 +1,33 @@
+name: Gemini API Review
+
+on:
+  pull_request:
+    types: [labeled]
+    branches: [ "gke-ai-hackathon-api-review-bot" ]
+
+jobs:
+  pr-review:
+    if: ${{ github.event.label.name == 'api-review' }} 
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v2
+
+      - name: Set up Python 3.9
+        uses: actions/setup-python@v2
+        with:
+          python-version: '3.9'
+
+      - name: Install dependencies
+        run: |
+          pip install -q -U google-genai requests
+
+      - name: Run Gemini API review script
+        env:
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          PR_TITLE: ${{ github.event.pull_request.title }}
+          PR_BODY: ${{ github.event.pull_request.body }}
+          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
+          GITHUB_TOKEN: ${{ secrets.PULL_REQUEST_TOKEN }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+        run: python hack/gemini_api_review.py
diff --git a/README.md b/README.md
index 99925863b3441..0c15fafe889ac 100644
--- a/README.md
+++ b/README.md
@@ -98,3 +98,5 @@ The [Kubernetes Steering community repo](https://github.com/kubernetes/steering)
 ## Roadmap 
 
 The [Kubernetes Enhancements repo](https://github.com/kubernetes/enhancements) provides information about Kubernetes releases, as well as feature tracking and backlogs.
+
+fake readme
\ No newline at end of file
diff --git a/hack/gemini_api_review.py b/hack/gemini_api_review.py
new file mode 100644
index 0000000000000..77b3ea3b07872
--- /dev/null
+++ b/hack/gemini_api_review.py
@@ -0,0 +1,89 @@
+#!/usr/bin/env python3
+import os
+import json
+import requests
+from google import genai
+
+
+def gather_markdown_files(file_paths):
+    combined = ""
+    for file in file_paths:
+        if os.path.exists(file):
+            try:
+                with open(file, 'r') as f:
+                    content = f.read()
+                combined += f"\n\n---\nContent of {file}:\n{content}\n"
+            except Exception as e:
+                print(f"Error reading {file}: {e}")
+        else:
+            print(f"File {file} not found, skipping.")
+    return combined
+
+
+def post_comment_to_pr(repository, pr_number, comment_body, github_token):
+    url = f"https://api.github.com/repos/{repository}/issues/{pr_number}/comments"
+    headers = {
+        "Authorization": f"token {github_token}",
+        "Content-Type": "application/json",
+        "Accept": "application/vnd.github.v3+json"
+    }
+    payload = {"body": comment_body}
+    response = requests.post(url, headers=headers, json=payload)
+    if response.status_code in (200, 201):
+        print("Successfully posted comment to PR.")
+    else:
+        print(f"Failed to post comment to PR (status code {response.status_code}): {response.text}")
+
+
+def main():
+    # Define the markdown files to be gathered
+    # file_paths = ["README.md", "docs/api-guidelines.md", "docs/api-changes.md"]  
+    file_paths = ["README.md"]
+    docs = gather_markdown_files(file_paths)
+
+    # Retrieve environment variables for PR data and Gemini API credentials
+    pr_number = os.environ.get("PR_NUMBER")
+    pr_title = os.environ.get("PR_TITLE")
+    pr_body = os.environ.get("PR_BODY")
+    gemini_api_key = os.environ.get("GEMINI_API_KEY")  # Now used with google-genai
+
+    # Retrieve GitHub info for posting a comment
+    github_token = os.environ.get("GITHUB_TOKEN")
+    repository = os.environ.get("GITHUB_REPOSITORY")
+
+    if not all([pr_number, pr_title, pr_body, gemini_api_key]):
+        print("Error: One or more required environment variables (PR_NUMBER, PR_TITLE, PR_BODY, GEMINI_API_KEY) are missing.")
+        return
+
+    # Build a content string for Gemini API
+    contents = (
+        f"PR Number: {pr_number}\n"
+        f"Title: {pr_title}\n"
+        f"Body: {pr_body}\n"
+        f"Documentation:\n{docs}"
+    )
+
+    try:
+        print("Sending payload to Gemini API using google-genai client...")
+        client = genai.Client(api_key=gemini_api_key)
+        response = client.models.generate_content(
+            model="gemini-2.0-flash",
+            contents=contents
+        )
+        print(f"Gemini API response: {response.text}")
+
+        # If GitHub credentials are provided, post a comment with the Gemini API response
+        if github_token and repository:
+            comment_body = (
+                "Gemini API Review Result:\n\n"
+                f"{response.text}"
+            )
+            post_comment_to_pr(repository, pr_number, comment_body, github_token)
+        else:
+            print("GitHub token or repository environment variable is missing; skipping posting comment on PR.")
+    except Exception as e:
+        print(f"An error occurred while calling Gemini API: {e}")
+
+
+if __name__ == "__main__":
+    main() 
\ No newline at end of file