diff --git a/gallery_dl/extractor/booru.py b/gallery_dl/extractor/booru.py
index 12d98b12..0d7d13d4 100644
--- a/gallery_dl/extractor/booru.py
+++ b/gallery_dl/extractor/booru.py
@@ -25,6 +25,7 @@ class BooruExtractor(BaseExtractor):
         data = self.metadata()
         tags = self.config("tags", False)
         notes = self.config("notes", False)
+        fetch_html = tags or notes
 
         for post in self.posts():
             try:
@@ -36,11 +37,13 @@ class BooruExtractor(BaseExtractor):
                                "(md5: %s)", post.get("id"), post.get("md5"))
                 continue
 
-            page_html = None
-            if tags:
-                page_html = self._extended_tags(post)
-            if notes:
-                self._notes(post, page_html)
+            if fetch_html:
+                html = self._html(post)
+                if tags:
+                    self._tags(post, html)
+                if notes:
+                    self._notes(post, html)
+
             text.nameext_from_url(url, post)
             post.update(data)
             self._prepare(post)
@@ -67,16 +70,13 @@ class BooruExtractor(BaseExtractor):
     _file_url = operator.itemgetter("file_url")
 
     def _prepare(self, post):
-        """Prepare the 'post's metadata"""
+        """Prepare a 'post's metadata"""
 
-    def _extended_tags(self, post, page=None):
-        """Generate extended tag information
+    def _html(self, post):
+        """Return HTML content of a post"""
 
-        The return value of this function will be
-        passed to the _notes function as the page parameter.
-        This makes it possible to reuse the same HTML both for
-        extracting tags and notes.
-        """
+    def _tags(self, post, page):
+        """Extract extended tag metadata"""
 
-    def _notes(self, post, page=None):
-        """Generate information about notes"""
+    def _notes(self, post, page):
+        """Extract notes metadata"""
diff --git a/gallery_dl/extractor/gelbooru.py b/gallery_dl/extractor/gelbooru.py
index a2cf0c03..63450c04 100644
--- a/gallery_dl/extractor/gelbooru.py
+++ b/gallery_dl/extractor/gelbooru.py
@@ -68,6 +68,22 @@ class GelbooruBase():
         yield "https://img2.gelbooru.com" + path
         yield "https://img1.gelbooru.com" + path
 
+    def _notes(self, post, page):
+        notes_data = text.extract(page, '<section id="notes"', '</section>')[0]
+        if not notes_data:
+            return
+
+        post["notes"] = notes = []
+        extr = text.extract
+        for note in text.extract_iter(notes_data, '<article', '</article>'):
+            notes.append({
+                "width" : int(extr(note, 'data-width="', '"')[0]),
+                "height": int(extr(note, 'data-height="', '"')[0]),
+                "x"     : int(extr(note, 'data-x="', '"')[0]),
+                "y"     : int(extr(note, 'data-y="', '"')[0]),
+                "body"  : extr(note, 'data-body="', '"')[0],
+            })
+
 
 class GelbooruTagExtractor(GelbooruBase,
                            gelbooru_v02.GelbooruV02TagExtractor):
@@ -182,21 +198,21 @@ class GelbooruPostExtractor(GelbooruBase,
             "keywords": {
                 "notes": [
                     {
-                        "height": 553,
                         "body": "Look over this way when you talk~",
+                        "height": 553,
                         "width": 246,
                         "x": 35,
-                        "y": 72
+                        "y": 72,
                     },
                     {
-                        "height": 557,
                         "body": "Hey~\nAre you listening~?",
+                        "height": 557,
                         "width": 246,
                         "x": 1233,
-                        "y": 109
-                    }
-                ]
-            }
+                        "y": 109,
+                    },
+                ],
+            },
         }),
     )
 
diff --git a/gallery_dl/extractor/gelbooru_v02.py b/gallery_dl/extractor/gelbooru_v02.py
index 82146146..c3b04459 100644
--- a/gallery_dl/extractor/gelbooru_v02.py
+++ b/gallery_dl/extractor/gelbooru_v02.py
@@ -93,11 +93,11 @@ class GelbooruV02Extractor(booru.BooruExtractor):
                 self.root, md5[0:2], md5[2:4], md5, url.rpartition(".")[2])
         return url
 
-    def _extended_tags(self, post, page=None):
-        if not page:
-            url = "{}/index.php?page=post&s=view&id={}".format(
-                self.root, post["id"])
-            page = self.request(url).text
+    def _html(self, post):
+        return self.request("{}/index.php?page=post&s=view&id={}".format(
+            self.root, post["id"])).text
+
+    def _tags(self, post, page):
         html = text.extract(page, '<ul id="tag-', '</ul>')[0]
         if not html:
             html = text.extract(page, '<ul class="tag-', '</ul>')[0]
@@ -109,31 +109,6 @@ class GelbooruV02Extractor(booru.BooruExtractor):
                 tags[tag_type].append(text.unquote(tag_name))
             for key, value in tags.items():
                 post["tags_" + key] = " ".join(value)
-        return page
-
-    def _notes(self, post, page=None):
-        if not page:
-            url = "{}/index.php?page=post&s=view&id={}".format(
-                self.root, post["id"])
-            page = self.request(url).text
-        notes = []
-        notes_data = text.extract(page, '<section id="notes"', '</section>')[0]
-        if not notes_data:
-            return
-
-        note_iter = text.extract_iter(notes_data, '<article', '</article>')
-        extr = text.extract
-        for note_data in note_iter:
-            note = {
-                "width": int(extr(note_data, 'data-width="', '"')[0]),
-                "height": int(extr(note_data, 'data-height="', '"')[0]),
-                "x": int(extr(note_data, 'data-x="', '"')[0]),
-                "y": int(extr(note_data, 'data-y="', '"')[0]),
-                "body": extr(note_data, 'data-body="', '"')[0],
-            }
-            notes.append(note)
-
-        post["notes"] = notes
 
 
 INSTANCES = {
diff --git a/gallery_dl/extractor/moebooru.py b/gallery_dl/extractor/moebooru.py
index 4d63c3ea..e3179c75 100644
--- a/gallery_dl/extractor/moebooru.py
+++ b/gallery_dl/extractor/moebooru.py
@@ -26,10 +26,11 @@ class MoebooruExtractor(BooruExtractor):
     def _prepare(post):
         post["date"] = text.parse_timestamp(post["created_at"])
 
-    def _extended_tags(self, post, page=None):
-        if not page:
-            url = "{}/post/show/{}".format(self.root, post["id"])
-            page = self.request(url).text
+    def _html(self, post):
+        return self.request("{}/post/show/{}".format(
+            self.root, post["id"])).text
+
+    def _tags(self, post, page):
         html = text.extract(page, '<ul id="tag-', '</ul>')[0]
         if html:
             tags = collections.defaultdict(list)
@@ -38,30 +39,24 @@ class MoebooruExtractor(BooruExtractor):
                 tags[tag_type].append(text.unquote(tag_name))
             for key, value in tags.items():
                 post["tags_" + key] = " ".join(value)
-        return page
 
-    def _notes(self, post, page=None):
-        if not page:
-            url = "{}/post/show/{}".format(self.root, post["id"])
-            page = self.request(url).text
-        notes = []
+    def _notes(self, post, page):
         notes_container = text.extract(page, 'id="note-container"', "<img ")[0]
         if not notes_container:
             return
 
+        post["notes"] = notes = []
         for note in notes_container.split('class="note-box"')[1:]:
             extr = text.extract_from(note)
             notes.append({
-                "width" : int(extr("width: ", "p")),
-                "height": int(extr("height: ", "p")),
-                "y"     : int(extr("top: ", "p")),
-                "x"     : int(extr("left: ", "p")),
+                "width" : int(extr("width:", "p")),
+                "height": int(extr("height:", "p")),
+                "y"     : int(extr("top:", "p")),
+                "x"     : int(extr("left:", "p")),
                 "id"    : int(extr('id="note-body-', '"')),
-                "body"  : text.remove_html(extr('>', "</div>")),
+                "body"  : text.remove_html(extr(">", "</div>")),
             })
 
-        post["notes"] = notes
-
     def _pagination(self, url, params):
         params["page"] = self.page_start
         params["limit"] = self.per_page
diff --git a/gallery_dl/extractor/philomena.py b/gallery_dl/extractor/philomena.py
index 225f0ffc..fc85125c 100644
--- a/gallery_dl/extractor/philomena.py
+++ b/gallery_dl/extractor/philomena.py
@@ -27,10 +27,6 @@ class PhilomenaExtractor(BooruExtractor):
     def _prepare(post):
         post["date"] = text.parse_datetime(post["created_at"])
 
-    @staticmethod
-    def _extended_tags(post):
-        pass
-
     def _pagination(self, url, params):
         params["page"] = 1
         params["per_page"] = self.per_page
diff --git a/gallery_dl/extractor/sankaku.py b/gallery_dl/extractor/sankaku.py
index 3396e3ac..32759b8b 100644
--- a/gallery_dl/extractor/sankaku.py
+++ b/gallery_dl/extractor/sankaku.py
@@ -63,7 +63,7 @@ class SankakuExtractor(BooruExtractor):
     def _check_expired(self, response):
         return not response.history or '.com/expired.png' not in response.url
 
-    def _extended_tags(self, post):
+    def _tags(self, post, page):
         tags = collections.defaultdict(list)
         types = self.TAG_TYPES
         for tag in post["tags"]:
diff --git a/gallery_dl/extractor/twibooru.py b/gallery_dl/extractor/twibooru.py
index 93fa039d..f010f926 100644
--- a/gallery_dl/extractor/twibooru.py
+++ b/gallery_dl/extractor/twibooru.py
@@ -83,7 +83,7 @@ class TwibooruPostExtractor(TwibooruExtractor):
             "tag_ids": list,
             "tags": list,
             "thumbnails_generated": True,
-            "updated_at": "2022-05-13T00:43:19.791Z",
+            "updated_at": "2022-09-21T14:31:50.441Z",
             "upvotes": int,
             "view_url": "https://cdn.twibooru.org/img/2020/7/8/1/full.png",
             "width": 576,