diff --git a/scripts/generate-beta-notes.sh b/scripts/generate-beta-notes.sh
new file mode 100755
index 00000000..f03fecab
--- /dev/null
+++ b/scripts/generate-beta-notes.sh
@@ -0,0 +1,61 @@
+#!/bin/bash
+# Generate release notes for beta versions
+# Usage: ./generate-beta-notes.sh <new-tag> [previous-tag]
+
+set -e
+
+NEW_TAG="${1:?Usage: $0 <new-tag> [previous-tag]}"
+REPO_URL="https://github.com/EstrellaXD/Auto_Bangumi"
+
+# Auto-detect previous beta tag if not provided
+if [ -z "$2" ]; then
+    PREV_TAG=$(git tag --sort=-v:refname | grep -E "^${NEW_TAG%-*}" | grep beta | head -2 | tail -1)
+else
+    PREV_TAG="$2"
+fi
+
+if [ -z "$PREV_TAG" ] || [ "$PREV_TAG" = "$NEW_TAG" ]; then
+    echo "## Initial Beta Release"
+    echo ""
+    echo "First beta for this version series."
+    exit 0
+fi
+
+echo "## Changes since ${PREV_TAG#v}"
+echo ""
+
+# Get commits and categorize
+FEATS=$(git log --oneline "$PREV_TAG..$NEW_TAG" --no-merges --grep="^feat" --format="- %s" 2>/dev/null || true)
+FIXES=$(git log --oneline "$PREV_TAG..$NEW_TAG" --no-merges --grep="^fix" --format="- %s" 2>/dev/null || true)
+PERFS=$(git log --oneline "$PREV_TAG..$NEW_TAG" --no-merges --grep="^perf" --format="- %s" 2>/dev/null || true)
+DOCS=$(git log --oneline "$PREV_TAG..$NEW_TAG" --no-merges --grep="^docs" --format="- %s" 2>/dev/null || true)
+OTHERS=$(git log --oneline "$PREV_TAG..$NEW_TAG" --no-merges --grep="^chore\|^refactor\|^test\|^ci" --format="- %s" 2>/dev/null || true)
+
+if [ -n "$FEATS" ]; then
+    echo "### Features"
+    echo "$FEATS"
+    echo ""
+fi
+
+if [ -n "$FIXES" ]; then
+    echo "### Fixes"
+    echo "$FIXES"
+    echo ""
+fi
+
+if [ -n "$PERFS" ]; then
+    echo "### Performance"
+    echo "$PERFS"
+    echo ""
+fi
+
+if [ -n "$DOCS" ]; then
+    echo "### Documentation"
+    echo "$DOCS"
+    echo ""
+fi
+
+# Don't show chore/refactor/test in release notes (too noisy)
+
+echo "---"
+echo "**Full Changelog**: ${REPO_URL}/compare/${PREV_TAG}...${NEW_TAG}"