diff --git a/.github/scripts/build_assets/util.py b/.github/scripts/build_assets/arg_getters.py
similarity index 79%
rename from .github/scripts/build_assets/util.py
rename to .github/scripts/build_assets/arg_getters.py
index 075d80fa..b48e53e5 100644
--- a/.github/scripts/build_assets/util.py
+++ b/.github/scripts/build_assets/arg_getters.py
@@ -1,7 +1,7 @@
 from argparse import ArgumentParser
 from build_assets.PathResolverAction import PathResolverAction
 
-def get_commandline_args(peek_mode=False):
+def get_selenium_runner_args(peek_mode=False):
     parser = ArgumentParser(description="Upload svgs to Icomoon to create icon files.")
 
     parser.add_argument("--headless",
@@ -33,3 +33,12 @@ def get_commandline_args(peek_mode=False):
                             help="The title of the PR that we are peeking at")
 
     return parser.parse_args()
+
+
+def get_generate_markdown_args():
+    parser = ArgumentParser(description="Generate markdown for the image urls passed in.")
+
+    parser.add_argument("img_urls",
+                        help="The urls of the images. Must be the string/JSON form of an array. Ex: '[1,2,3]'")
+
+    return parser.parse_args()
\ No newline at end of file
diff --git a/.github/scripts/build_assets/filehandler.py b/.github/scripts/build_assets/filehandler.py
index 8e51d9cf..65a1234c 100644
--- a/.github/scripts/build_assets/filehandler.py
+++ b/.github/scripts/build_assets/filehandler.py
@@ -147,7 +147,7 @@ def rename_extracted_files(extract_path: str):
     print("Files renamed")
 
 
-def create_screenshot_folder(dir, screenshot_name: str="screenshots"):
+def create_screenshot_folder(dir, screenshot_name: str="screenshots/"):
     """
     Create a screenshots folder in the dir.
     :param dir, the dir where we want to create the folder.
@@ -158,5 +158,11 @@ def create_screenshot_folder(dir, screenshot_name: str="screenshots"):
     folder = Path(dir).resolve()
     if not folder.is_dir():
         raise Exception(f"This is not a dir: {str(folder)}. \ndir must be a valid directory")
-    folder.mkdir(screenshot_name, exist_ok=True)
-    return str(folder)
+
+    screenshot_folder = Path(folder, screenshot_name)
+    try:
+        os.mkdir(screenshot_folder)
+    except FileExistsError:
+        print(f"{screenshot_folder} already exist. Script will do nothing.")
+    finally:
+        return str(screenshot_folder)
diff --git a/.github/scripts/generate_screenshot_markdown.py b/.github/scripts/generate_screenshot_markdown.py
index 2078a49d..2a4f0872 100644
--- a/.github/scripts/generate_screenshot_markdown.py
+++ b/.github/scripts/generate_screenshot_markdown.py
@@ -1,5 +1,7 @@
 from typing import List
 
+from build_assets import arg_getters
+
 
 def generate_screenshot_markdown(img_urls: List[str]):
     """
@@ -12,5 +14,6 @@ def generate_screenshot_markdown(img_urls: List[str]):
 
 
 if __name__ == "__main__":
-    markdown = generate_screenshot_markdown()
+    args = arg_getters.get_generate_markdown_args()
+    markdown = generate_screenshot_markdown(args.img_urls)
     print("\n\n".join(markdown))  # format it before printing
diff --git a/.github/scripts/icomoon_build.py b/.github/scripts/icomoon_build.py
index 6b3eb352..da8f0236 100644
--- a/.github/scripts/icomoon_build.py
+++ b/.github/scripts/icomoon_build.py
@@ -4,11 +4,11 @@ from selenium.common.exceptions import TimeoutException
 # pycharm complains that build_assets is an unresolved ref
 # don't worry about it, the script still runs
 from build_assets.SeleniumRunner import SeleniumRunner
-from build_assets import filehandler, util
+from build_assets import filehandler, arg_getters
 
 
 def main():
-    args = util.get_commandline_args()
+    args = arg_getters.get_selenium_runner_args()
     new_icons = filehandler.find_new_icons(args.devicon_json_path, args.icomoon_json_path)
     if len(new_icons) == 0:
         print("No files need to be uploaded. Ending script...")
diff --git a/.github/scripts/icomoon_peek.py b/.github/scripts/icomoon_peek.py
index df6bbba3..925c3b34 100644
--- a/.github/scripts/icomoon_peek.py
+++ b/.github/scripts/icomoon_peek.py
@@ -1,4 +1,3 @@
-from os import sep
 from typing import List
 import re
 from selenium.common.exceptions import TimeoutException
@@ -6,15 +5,12 @@ from selenium.common.exceptions import TimeoutException
 # pycharm complains that build_assets is an unresolved ref
 # don't worry about it, the script still runs
 from build_assets.SeleniumRunner import SeleniumRunner
-from build_assets import filehandler, util
+from build_assets import filehandler, arg_getters
 
 
 def main():
-    args = util.get_commandline_args(True)
+    args = arg_getters.get_selenium_runner_args(True)
     new_icons = filehandler.find_new_icons(args.devicon_json_path, args.icomoon_json_path)
-    if len(new_icons) == 0:
-        print("No files need to be uploaded. Ending script...")
-        return
 
     # get only the icon object that has the name matching the pr title
     filtered_icons = find_object_added_in_this_pr(new_icons, args.pr_title)
@@ -23,11 +19,19 @@ def main():
     print("List of new icons:", *new_icons, sep = "\n")
     print("Icons being uploaded:", *filtered_icons, sep = "\n")
 
+    if len(new_icons) == 0:
+        print("No files need to be uploaded. Ending script...")
+        return
+
+    screenshot_folder = filehandler.create_screenshot_folder("./") 
+    if len(filtered_icons) == 0:
+        print("No icons found matching the icon name in the PR's title. Fallback to uploading all new icons found.")
+        screenshot_folder = ""
+
     runner = None
     try:
         runner = SeleniumRunner(args.download_path, args.geckodriver_path, args.headless)
         svgs = filehandler.get_svgs_paths(new_icons, args.icons_folder_path)
-        screenshot_folder = filehandler.create_screenshot_folder("./") 
         runner.upload_svgs(svgs, screenshot_folder)
         print("Task completed.")
     except TimeoutException as e:
diff --git a/.github/workflows/build_icons.yml b/.github/workflows/build_icons.yml
index 3492f2cd..5fa09ef4 100644
--- a/.github/workflows/build_icons.yml
+++ b/.github/workflows/build_icons.yml
@@ -25,22 +25,22 @@ jobs:
           ./devicon.json ./icons ./ --headless
       - name: Upload geckodriver.log for debugging purposes
         uses: actions/upload-artifact@v2
-        if: ${{failure()}}
+        if: failure()
         with:
           name: geckodriver-log
           path: ./geckodriver.log
       - name: Build devicon.min.css
-        if: ${{ success() }}
+        if: success() 
         run: npm run build-css
       - name: Upload screenshot of the newly made icons
         id: imgur_step
-        uses: devicons/public-upload-to-imgur@v1
-        if: ${{success()}}
+        uses: devicons/public-upload-to-imgur@v1.1.2
+        if: success()
         with:
-          img_path: ./new_icons.png
+          path: ./new_icons.png
           client_id: ${{secrets.IMGUR_CLIENT_ID}}
       - name: Create Pull Request
-        if: ${{ success() }}
+        if: success() 
         uses: peter-evans/create-pull-request@v3
         env:
           MESSAGE: |
diff --git a/.github/workflows/peek_icons.yml b/.github/workflows/peek_icons.yml
index 882c36a6..c260d6b0 100644
--- a/.github/workflows/peek_icons.yml
+++ b/.github/workflows/peek_icons.yml
@@ -23,35 +23,39 @@ jobs:
       - name: Run icomoon_peek.py
         env:
           PR_TITLE: ${{ github.event.pull_request.title }}
+        shell: cmd
         run: >
           python ./.github/scripts/icomoon_peek.py 
           ./.github/scripts/build_assets/geckodriver-v0.27.0-win64/geckodriver.exe ./icomoon.json 
-          ./devicon.json ./icons ./ --headless --pr_title $PR_TITLE
+          ./devicon.json ./icons ./ --headless --pr_title "%PR_TITLE%"
       - name: Upload geckodriver.log for debugging purposes
         uses: actions/upload-artifact@v2
-        if: ${{failure()}}
+        if: failure()
         with:
           name: geckodriver-log
           path: ./geckodriver.log
       - name: Upload screenshot of the newly made icons
         id: new_icons_overview_step
-        uses: devicons/public-upload-to-imgur@v1.1
-        if: ${{success()}}
+        uses: devicons/public-upload-to-imgur@main
+        if: success()
         with:
-          img_path: ./screenshots/new_icons.png
+          path: ./screenshots/new_icons.png
           client_id: ${{secrets.IMGUR_CLIENT_ID}}
       - name: Upload zoomed in screenshot of the newly made icons
         id: new_icons_detailed_step
-        uses: devicons/public-upload-to-imgur@v1.1
-        if: ${{success()}}
+        uses: devicons/public-upload-to-imgur@main
+        if: success()
         with:
-          img_path: ./screenshots/screenshot_*.png
+          path: ./screenshots/screenshot_*.png
           client_id: ${{secrets.IMGUR_CLIENT_ID}}
-      - name: Generate the markdowns for the screenshot
-        run: |
+      - name: Generate the markdowns for the screenshot and put it in the DETAILED_IMGS_MARKDOWN env var
+        env:
+          IMG_URLS: ${{ steps.new_icons_detailed_step.outputs.img_url }}
+        run: |   
           echo "DETAILED_IMGS_MARKDOWN<<EOF" >> $GITHUB_ENV
-          python ./.github/scripts/generate_screenshot_markdown.py >> $GITHUB_ENV
+          python ./.github/scripts/generate_screenshot_markdown.py "%IMG_URLS%" >> $GITHUB_ENV
           echo "EOF" >> $GITHUB_ENV
+        shell: cmd
       - name: Comment on the PR about the result
         uses: github-actions-up-and-running/pr-comment@v1.0.1
         env:
diff --git a/package.json b/package.json
index 01b2b98f..651a8a7a 100644
--- a/package.json
+++ b/package.json
@@ -4,7 +4,10 @@
   "description": "Programming related icons collection",
   "main": "devicon.min.css",
   "scripts": {
-    "build-css": "gulp updateCss && gulp clean"
+    "build-css": "gulp updateCss && gulp clean",
+    "peek-test": "python ./.github/scripts/icomoon_peek.py ./.github/scripts/build_assets/geckodriver-v0.27.0-win64/geckodriver.exe ./icomoon.json ./devicon.json ./icons ./  --pr_title \"%PR_TITLE%\"",
+    "build-test": "python ./.github/scripts/icomoon_build.py ./.github/scripts/build_assets/geckodriver-v0.27.0-win64/geckodriver.exe ./icomoon.json ./devicon.json ./icons ./"
+          
   },
   "repository": {
     "type": "git",