diff --git a/.github/scripts/format-studio-release-notes.py b/.github/scripts/format-studio-release-notes.py
new file mode 100644
index 0000000000..c42beb5b59
--- /dev/null
+++ b/.github/scripts/format-studio-release-notes.py
@@ -0,0 +1,68 @@
+import os
+import re
+
+raw = os.environ.get("RAW_NOTES", "")
+lines = raw.splitlines()
+
+output = []
+seen = set()
+
+
+def clean_line(text: str) -> str:
+    text = text.strip()
+    if not text:
+        return ""
+
+    # Drop markdown headers/changelog lines.
+    if re.match(r"^#+\s", text, flags=re.I):
+        return ""
+    if re.match(r"^\*\*?\s*full\s+changelog", text, flags=re.I):
+        return ""
+    if re.match(r"^full\s+changelog", text, flags=re.I):
+        return ""
+
+    text = re.sub(r"^[\s\-*•]+", "", text)
+    text = re.sub(r"\s+by\s+@?[a-zA-Z0-9_-]+\s+in\s+https?://\S+", "", text)
+    text = re.sub(r"\s+by\s+@?[a-zA-Z0-9_-]+\s*$", "", text)
+    text = re.sub(r"@([a-zA-Z0-9_-]+)", "", text)
+    text = re.sub(r"\s*\([^)]*#\d+\)\s*$", "", text)
+    text = re.sub(r"\s+#\d+\s*$", "", text)
+    text = re.sub(r"\s+", " ", text).strip(" .:-")
+
+    if len(text) < 8:
+        return ""
+
+    # Make user-friendly short title + summary when possible.
+    if ":" in text:
+        left, right = [p.strip() for p in text.split(":", 1)]
+        left = left[:40].rstrip(" .")
+        right_words = right.split()
+        right = " ".join(right_words[:14]).rstrip(" .")
+        text = f"{left}: {right}" if right else left
+    else:
+        words = text.split()
+        if len(words) > 16:
+            text = " ".join(words[:16]).rstrip(" .")
+
+    return text
+
+
+for line in lines:
+    cleaned = clean_line(line)
+    if not cleaned:
+        continue
+
+    # Normalize casing and deduplicate.
+    cleaned = cleaned[0].upper() + cleaned[1:] if cleaned else cleaned
+    key = cleaned.lower()
+    if key in seen:
+        continue
+    seen.add(key)
+
+    output.append(f"* {cleaned}")
+    if len(output) >= 8:
+        break
+
+os.makedirs(".tmp", exist_ok=True)
+with open(".tmp/final-notes.txt", "w", encoding="utf-8") as f:
+    f.write("\n".join(output))