diff --git a/.github/workflows/external_trigger.yml b/.github/workflows/external_trigger.yml
index da55e18b..1a6cf42d 100644
--- a/.github/workflows/external_trigger.yml
+++ b/.github/workflows/external_trigger.yml
@@ -12,17 +12,20 @@ jobs:
       - name: External Trigger
         if: github.ref == 'refs/heads/nightly'
         run: |
+          printf "# External trigger for docker-calibre-web\n\n" >> $GITHUB_STEP_SUMMARY
           if [ -n "${{ secrets.PAUSE_EXTERNAL_TRIGGER_CALIBRE_WEB_NIGHTLY }}" ]; then
-            echo "**** Github secret PAUSE_EXTERNAL_TRIGGER_CALIBRE_WEB_NIGHTLY is set; skipping trigger. ****"
-            echo "Github secret \`PAUSE_EXTERNAL_TRIGGER_CALIBRE_WEB_NIGHTLY\` is set; skipping trigger." >> $GITHUB_STEP_SUMMARY
+            echo "> [!WARNING]" >> $GITHUB_STEP_SUMMARY
+            echo "> Github secret \`PAUSE_EXTERNAL_TRIGGER_CALIBRE_WEB_NIGHTLY\` is set; skipping trigger." >> $GITHUB_STEP_SUMMARY
             exit 0
           fi
-          echo "**** External trigger running off of nightly branch. To disable this trigger, set a Github secret named \"PAUSE_EXTERNAL_TRIGGER_CALIBRE_WEB_NIGHTLY\". ****"
-          echo "External trigger running off of nightly branch. To disable this trigger, set a Github secret named \`PAUSE_EXTERNAL_TRIGGER_CALIBRE_WEB_NIGHTLY\`" >> $GITHUB_STEP_SUMMARY
-          echo "**** Retrieving external version ****"
+          echo "> [!NOTE]" >> $GITHUB_STEP_SUMMARY
+          echo "> External trigger running off of nightly branch. To disable this trigger, set a Github secret named \`PAUSE_EXTERNAL_TRIGGER_CALIBRE_WEB_NIGHTLY\`" >> $GITHUB_STEP_SUMMARY
+          printf "\n## Retrieving external version\n\n" >> $GITHUB_STEP_SUMMARY
           EXT_RELEASE=$(curl -u "${{ secrets.CR_USER }}:${{ secrets.CR_PAT }}" -sX GET "https://api.github.com/repos/janeczku/calibre-web/commits/master" | jq -r '. | .sha' | cut -c1-8)
+          echo "Type is \`github_commit\`" >> $GITHUB_STEP_SUMMARY
           if [ -z "${EXT_RELEASE}" ] || [ "${EXT_RELEASE}" == "null" ]; then
-            echo "**** Can't retrieve external version, exiting ****"
+            echo "> [!WARNING]" >> $GITHUB_STEP_SUMMARY
+            echo "> Can't retrieve external version, exiting" >> $GITHUB_STEP_SUMMARY
             FAILURE_REASON="Can't retrieve external version for calibre-web branch nightly"
             GHA_TRIGGER_URL="https://github.com/linuxserver/docker-calibre-web/actions/runs/${{ github.run_id }}"
             curl -X POST -H "Content-Type: application/json" --data '{"avatar_url": "https://cdn.discordapp.com/avatars/354986384542662657/df91181b3f1cf0ef1592fbe18e0962d7.png","embeds": [{"color": 16711680,
@@ -31,9 +34,8 @@ jobs:
             exit 1
           fi
           EXT_RELEASE=$(echo ${EXT_RELEASE} | sed 's/[~,%@+;:/]//g')
-          echo "**** External version: ${EXT_RELEASE} ****"
-          echo "External version: ${EXT_RELEASE}" >> $GITHUB_STEP_SUMMARY
-          echo "**** Retrieving last pushed version ****"
+          echo "External version: \`${EXT_RELEASE}\`" >> $GITHUB_STEP_SUMMARY
+          echo "Retrieving last pushed version" >> $GITHUB_STEP_SUMMARY
           image="linuxserver/calibre-web"
           tag="nightly"
           token=$(curl -sX GET \
@@ -60,41 +62,37 @@ jobs:
           IMAGE_RELEASE=$(echo ${image_info} | jq -r '.Labels.build_version' | awk '{print $3}')
           IMAGE_VERSION=$(echo ${IMAGE_RELEASE} | awk -F'-ls' '{print $1}')
           if [ -z "${IMAGE_VERSION}" ]; then
-            echo "**** Can't retrieve last pushed version, exiting ****"
+            echo "> [!WARNING]" >> $GITHUB_STEP_SUMMARY
+            echo "Can't retrieve last pushed version, exiting" >> $GITHUB_STEP_SUMMARY
             FAILURE_REASON="Can't retrieve last pushed version for calibre-web tag nightly"
             curl -X POST -H "Content-Type: application/json" --data '{"avatar_url": "https://cdn.discordapp.com/avatars/354986384542662657/df91181b3f1cf0ef1592fbe18e0962d7.png","embeds": [{"color": 16711680,
               "description": "**Trigger Failed** \n**Reason:** '"${FAILURE_REASON}"' \n"}],
               "username": "Github Actions"}' ${{ secrets.DISCORD_WEBHOOK }}
             exit 1
           fi
-          echo "**** Last pushed version: ${IMAGE_VERSION} ****"
-          echo "Last pushed version: ${IMAGE_VERSION}" >> $GITHUB_STEP_SUMMARY
+          echo "Last pushed version: \`${IMAGE_VERSION}\`" >> $GITHUB_STEP_SUMMARY
           if [ "${EXT_RELEASE}" == "${IMAGE_VERSION}" ]; then
-            echo "**** Version ${EXT_RELEASE} already pushed, exiting ****"
-            echo "Version ${EXT_RELEASE} already pushed, exiting" >> $GITHUB_STEP_SUMMARY
+            echo "Version \`${EXT_RELEASE}\` already pushed, exiting" >> $GITHUB_STEP_SUMMARY
             exit 0
           elif [ $(curl -s https://ci.linuxserver.io/job/Docker-Pipeline-Builders/job/docker-calibre-web/job/nightly/lastBuild/api/json | jq -r '.building') == "true" ]; then
-            echo "**** New version ${EXT_RELEASE} found; but there already seems to be an active build on Jenkins; exiting ****"
-            echo "New version ${EXT_RELEASE} found; but there already seems to be an active build on Jenkins; exiting" >> $GITHUB_STEP_SUMMARY
+            echo "New version \`${EXT_RELEASE}\` found; but there already seems to be an active build on Jenkins; exiting" >> $GITHUB_STEP_SUMMARY
             exit 0
           elif [[ $(( $(date +%s%3N) - $(curl -s https://ci.linuxserver.io/job/Docker-Pipeline-Builders/job/docker-calibre-web/job/nightly/lastBuild/api/json | jq -r '.timestamp')  )) -lt $(( 6 * 3600000 )) ]]; then
-            echo "**** New version ${EXT_RELEASE} found; but the last build was less than 6 hours ago; skipping trigger ****"
-            echo "New version ${EXT_RELEASE} found; but the last build was less than 6 hours ago; skipping trigger" >> $GITHUB_STEP_SUMMARY
+            echo "New version \`${EXT_RELEASE}\` found; but the last build was less than 6 hours ago; skipping trigger" >> $GITHUB_STEP_SUMMARY
             exit 0
           else
-            echo "**** New version ${EXT_RELEASE} found; old version was ${IMAGE_VERSION}. Triggering new build ****"
-            echo "New version ${EXT_RELEASE} found; old version was ${IMAGE_VERSION}. Triggering new build" >> $GITHUB_STEP_SUMMARY
+            printf "\n## Trigger new build\n\n" >> $GITHUB_STEP_SUMMARY
+            echo "New version \`${EXT_RELEASE}\` found; old version was \`${IMAGE_VERSION}\`. Triggering new build" >> $GITHUB_STEP_SUMMARY
             response=$(curl -iX POST \
               https://ci.linuxserver.io/job/Docker-Pipeline-Builders/job/docker-calibre-web/job/nightly/buildWithParameters?PACKAGE_CHECK=false \
               --user ${{ secrets.JENKINS_USER }}:${{ secrets.JENKINS_TOKEN }} | grep -i location | sed "s|^[L|l]ocation: \(.*\)|\1|")
-            echo "**** Jenkins job queue url: ${response%$'\r'} ****"
-            echo "**** Sleeping 10 seconds until job starts ****"
+            echo "Jenkins [job queue url](${response%$'\r'})" >> $GITHUB_STEP_SUMMARY
+            echo "Sleeping 10 seconds until job starts" >> $GITHUB_STEP_SUMMARY
             sleep 10
             buildurl=$(curl -s "${response%$'\r'}api/json" | jq -r '.executable.url')
             buildurl="${buildurl%$'\r'}"
-            echo "**** Jenkins job build url: ${buildurl} ****"
-            echo "Jenkins job build url: ${buildurl}" >> $GITHUB_STEP_SUMMARY
-            echo "**** Attempting to change the Jenkins job description ****"
+            echo "Jenkins job [build url](${buildurl})" >> $GITHUB_STEP_SUMMARY
+            echo "Attempting to change the Jenkins job description" >> $GITHUB_STEP_SUMMARY
             curl -iX POST \
               "${buildurl}submitDescription" \
               --user ${{ secrets.JENKINS_USER }}:${{ secrets.JENKINS_TOKEN }} \
diff --git a/.github/workflows/external_trigger_scheduler.yml b/.github/workflows/external_trigger_scheduler.yml
index e989c9ae..b35cfb00 100644
--- a/.github/workflows/external_trigger_scheduler.yml
+++ b/.github/workflows/external_trigger_scheduler.yml
@@ -15,31 +15,31 @@ jobs:
 
       - name: External Trigger Scheduler
         run: |
-          echo "**** Branches found: ****"
-          git for-each-ref --format='%(refname:short)' refs/remotes
-          for br in $(git for-each-ref --format='%(refname:short)' refs/remotes)
+          printf "# External trigger scheduler for docker-calibre-web\n\n" >> $GITHUB_STEP_SUMMARY
+          printf "Found the branches:\n\n%s\n" "$(git for-each-ref --format='- %(refname:lstrip=3)' refs/remotes)" >> $GITHUB_STEP_SUMMARY
+          for br in $(git for-each-ref --format='%(refname:lstrip=3)' refs/remotes)
           do
-            br=$(echo "$br" | sed 's|origin/||g')
-            echo "**** Evaluating branch ${br} ****"
+            if [[ "${br}" == "HEAD" ]]; then
+              printf "\nSkipping %s.\n" ${br} >> $GITHUB_STEP_SUMMARY
+              continue
+            fi
+            printf "\n## Evaluating \`%s\`\n\n" ${br} >> $GITHUB_STEP_SUMMARY
             ls_jenkins_vars=$(curl -sX GET https://raw.githubusercontent.com/linuxserver/docker-calibre-web/${br}/jenkins-vars.yml)
             ls_branch=$(echo "${ls_jenkins_vars}" | yq -r '.ls_branch')
             ls_trigger=$(echo "${ls_jenkins_vars}" | yq -r '.external_type')
             if [[ "${br}" == "${ls_branch}" ]] && [[ "${ls_trigger}" != "os" ]]; then
-              echo "**** Branch ${br} appears to be live and trigger is not os; checking workflow. ****"
+              echo "Branch appears to be live and trigger is not os; checking workflow." >> $GITHUB_STEP_SUMMARY
               if curl -sfX GET https://raw.githubusercontent.com/linuxserver/docker-calibre-web/${br}/.github/workflows/external_trigger.yml > /dev/null 2>&1; then
-                echo "**** Workflow exists. Triggering external trigger workflow for branch ${br} ****."
-                echo "Triggering external trigger workflow for branch ${br}" >> $GITHUB_STEP_SUMMARY
+                echo "Triggering external trigger workflow for branch." >> $GITHUB_STEP_SUMMARY
                 curl -iX POST \
                   -H "Authorization: token ${{ secrets.CR_PAT }}" \
                   -H "Accept: application/vnd.github.v3+json" \
                   -d "{\"ref\":\"refs/heads/${br}\"}" \
                   https://api.github.com/repos/linuxserver/docker-calibre-web/actions/workflows/external_trigger.yml/dispatches
               else
-                echo "**** Workflow doesn't exist; skipping trigger. ****"
-                echo "Skipping branch ${br} due to no external trigger workflow present." >> $GITHUB_STEP_SUMMARY
+                echo "Skipping branch due to no external trigger workflow present." >> $GITHUB_STEP_SUMMARY
               fi
             else
-              echo "**** ${br} is either a dev branch, or has no external version; skipping trigger. ****"
-              echo "Skipping branch ${br} due to being detected as dev branch or having no external version." >> $GITHUB_STEP_SUMMARY
+              echo "Skipping branch due to being detected as dev branch or having no external version." >> $GITHUB_STEP_SUMMARY
             fi
           done
diff --git a/.github/workflows/package_trigger.yml b/.github/workflows/package_trigger.yml
index a947b7c6..5da85d98 100644
--- a/.github/workflows/package_trigger.yml
+++ b/.github/workflows/package_trigger.yml
@@ -12,29 +12,29 @@ jobs:
       - name: Package Trigger
         if: github.ref == 'refs/heads/nightly'
         run: |
+          printf "# Package trigger for docker-calibre-web\n\n" >> $GITHUB_STEP_SUMMARY
           if [ -n "${{ secrets.PAUSE_PACKAGE_TRIGGER_CALIBRE_WEB_NIGHTLY }}" ]; then
-            echo "**** Github secret PAUSE_PACKAGE_TRIGGER_CALIBRE_WEB_NIGHTLY is set; skipping trigger. ****"
-            echo "Github secret \`PAUSE_PACKAGE_TRIGGER_CALIBRE_WEB_NIGHTLY\` is set; skipping trigger." >> $GITHUB_STEP_SUMMARY
+            echo "> [!WARNING]" >> $GITHUB_STEP_SUMMARY
+            echo "> Github secret \`PAUSE_PACKAGE_TRIGGER_CALIBRE_WEB_NIGHTLY\` is set; skipping trigger." >> $GITHUB_STEP_SUMMARY
             exit 0
           fi
           if [ $(curl -s https://ci.linuxserver.io/job/Docker-Pipeline-Builders/job/docker-calibre-web/job/nightly/lastBuild/api/json | jq -r '.building') == "true" ]; then
-            echo "**** There already seems to be an active build on Jenkins; skipping package trigger ****"
-            echo "There already seems to be an active build on Jenkins; skipping package trigger" >> $GITHUB_STEP_SUMMARY
+            echo "> [!WARNING]" >> $GITHUB_STEP_SUMMARY
+            echo "> There already seems to be an active build on Jenkins; skipping package trigger" >> $GITHUB_STEP_SUMMARY
             exit 0
           fi
-          echo "**** Package trigger running off of nightly branch. To disable, set a Github secret named \"PAUSE_PACKAGE_TRIGGER_CALIBRE_WEB_NIGHTLY\". ****"
-          echo "Package trigger running off of nightly branch. To disable, set a Github secret named \`PAUSE_PACKAGE_TRIGGER_CALIBRE_WEB_NIGHTLY\`" >> $GITHUB_STEP_SUMMARY
+          echo "> [!NOTE]" >> $GITHUB_STEP_SUMMARY
+          echo "> Package trigger running off of nightly branch. To disable, set a Github secret named \`PAUSE_PACKAGE_TRIGGER_CALIBRE_WEB_NIGHTLY\`" >> $GITHUB_STEP_SUMMARY
           response=$(curl -iX POST \
             https://ci.linuxserver.io/job/Docker-Pipeline-Builders/job/docker-calibre-web/job/nightly/buildWithParameters?PACKAGE_CHECK=true \
             --user ${{ secrets.JENKINS_USER }}:${{ secrets.JENKINS_TOKEN }} | grep -i location | sed "s|^[L|l]ocation: \(.*\)|\1|")
-          echo "**** Jenkins job queue url: ${response%$'\r'} ****"
-          echo "**** Sleeping 10 seconds until job starts ****"
+          echo "Jenkins [job queue url](${response%$'\r'})" >> $GITHUB_STEP_SUMMARY
+          echo "Sleeping 10 seconds until job starts" >> $GITHUB_STEP_SUMMARY
           sleep 10
           buildurl=$(curl -s "${response%$'\r'}api/json" | jq -r '.executable.url')
           buildurl="${buildurl%$'\r'}"
-          echo "**** Jenkins job build url: ${buildurl} ****"
-          echo "Jenkins job build url: ${buildurl}" >> $GITHUB_STEP_SUMMARY
-          echo "**** Attempting to change the Jenkins job description ****"
+          echo "Jenkins job [build url](${buildurl})" >> $GITHUB_STEP_SUMMARY
+          echo "Attempting to change the Jenkins job description" >> $GITHUB_STEP_SUMMARY
           curl -iX POST \
             "${buildurl}submitDescription" \
             --user ${{ secrets.JENKINS_USER }}:${{ secrets.JENKINS_TOKEN }} \
diff --git a/.github/workflows/package_trigger_scheduler.yml b/.github/workflows/package_trigger_scheduler.yml
index e65e9229..cf6f94a3 100644
--- a/.github/workflows/package_trigger_scheduler.yml
+++ b/.github/workflows/package_trigger_scheduler.yml
@@ -15,17 +15,19 @@ jobs:
 
       - name: Package Trigger Scheduler
         run: |
-          echo "**** Branches found: ****"
-          git for-each-ref --format='%(refname:short)' refs/remotes
-          for br in $(git for-each-ref --format='%(refname:short)' refs/remotes)
+          printf "# Package trigger scheduler for docker-calibre-web\n\n" >> $GITHUB_STEP_SUMMARY
+          printf "Found the branches:\n\n%s\n" "$(git for-each-ref --format='- %(refname:lstrip=3)' refs/remotes)" >> $GITHUB_STEP_SUMMARY
+          for br in $(git for-each-ref --format='%(refname:lstrip=3)' refs/remotes)
           do
-            br=$(echo "$br" | sed 's|origin/||g')
-            echo "**** Evaluating branch ${br} ****"
+            if [[ "${br}" == "HEAD" ]]; then
+              printf "\nSkipping %s.\n" ${br} >> $GITHUB_STEP_SUMMARY
+              continue
+            fi
+            printf "\n## Evaluating \`%s\`\n\n" ${br} >> $GITHUB_STEP_SUMMARY
             ls_branch=$(curl -sX GET https://raw.githubusercontent.com/linuxserver/docker-calibre-web/${br}/jenkins-vars.yml | yq -r '.ls_branch')
             if [ "${br}" == "${ls_branch}" ]; then
-              echo "**** Branch ${br} appears to be live; checking workflow. ****"
+              echo "Branch appears to be live; checking workflow." >> $GITHUB_STEP_SUMMARY
               if curl -sfX GET https://raw.githubusercontent.com/linuxserver/docker-calibre-web/${br}/.github/workflows/package_trigger.yml > /dev/null 2>&1; then
-                echo "**** Workflow exists. Triggering package trigger workflow for branch ${br}. ****"
                 echo "Triggering package trigger workflow for branch ${br}" >> $GITHUB_STEP_SUMMARY
                 triggered_branches="${triggered_branches}${br} "
                 curl -iX POST \
@@ -35,11 +37,9 @@ jobs:
                   https://api.github.com/repos/linuxserver/docker-calibre-web/actions/workflows/package_trigger.yml/dispatches
                 sleep 30
               else
-                echo "**** Workflow doesn't exist; skipping trigger. ****"
                 echo "Skipping branch ${br} due to no package trigger workflow present." >> $GITHUB_STEP_SUMMARY
               fi
             else
-              echo "**** ${br} appears to be a dev branch; skipping trigger. ****"
               echo "Skipping branch ${br} due to being detected as dev branch." >> $GITHUB_STEP_SUMMARY
             fi
           done