diff --git a/2xko/manifest.json b/2xko/manifest.json
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--- a/2xko/manifest.json
+++ b/2xko/manifest.json
@@ -13,6 +13,7 @@
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     {"name": "Ahri", "slug": "ahri", "dlc": false, "sizeBytes": 482750},
     {"name": "Akali", "slug": "akali", "dlc": false, "sizeBytes": 458958},
+    {"name": "Blitzcrank", "slug": "blitzcrank", "dlc": false, "sizeBytes": 571047},
     {"name": "Braum", "slug": "braum", "dlc": false, "sizeBytes": 798568},
     {"name": "Caitlyn", "slug": "caitlyn", "dlc": false, "sizeBytes": 379717},
     {"name": "Darius", "slug": "darius", "dlc": false, "sizeBytes": 517856},
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diff --git a/dragon-ball-fighterz/characters/vegeta-base.png b/dragon-ball-fighterz/characters/vegeta-base.png
deleted file mode 100644
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deleted file mode 100644
index 42192f1..0000000
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diff --git a/dragon-ball-fighterz/characters/vegeta-super-saiyan.png b/dragon-ball-fighterz/characters/vegeta-super-saiyan.png
deleted file mode 100644
index f553d0f..0000000
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diff --git a/dragon-ball-fighterz/characters/vegeta-super-saiyan.webp b/dragon-ball-fighterz/characters/vegeta-super-saiyan.webp
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index 0000000..eb4978a
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diff --git a/dragon-ball-fighterz/characters/vegito-ssgss.png b/dragon-ball-fighterz/characters/vegito-ssgss.png
deleted file mode 100644
index aa64438..0000000
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diff --git a/dragon-ball-fighterz/characters/yamcha.png b/dragon-ball-fighterz/characters/yamcha.png
deleted file mode 100644
index 1574b0d..0000000
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index 0000000..08a2f01
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diff --git a/dragon-ball-fighterz/characters/zamasu-fused.png b/dragon-ball-fighterz/characters/zamasu-fused.png
deleted file mode 100644
index 3975bc7..0000000
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diff --git a/dragon-ball-fighterz/characters/zamasu-fused.webp b/dragon-ball-fighterz/characters/zamasu-fused.webp
new file mode 100644
index 0000000..3645e24
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diff --git a/registry.json b/registry.json
index 2e2a196..5de7835 100644
--- a/registry.json
+++ b/registry.json
@@ -1,20 +1,46 @@
 {
   "schemaVersion": 1,
-  "updatedAt": "2026-05-21",
+  "updatedAt": "2026-05-25",
   "packs": [
     {
       "id": "2xko",
       "name": "2XKO",
       "version": "1.0.0",
-      "totalSizeBytes": 6148445,
+      "totalSizeBytes": 6719492,
       "logoPath": "2xko/logo.png",
-      "characterCount": 13,
+      "characterCount": 14,
       "palette": {
         "start": "#7c3aed",
         "end": "#1d4ed8"
       },
       "bundled": false
     },
+    {
+      "id": "blazblue-centralfiction",
+      "name": "BlazBlue Centralfiction",
+      "version": "1.0.0",
+      "totalSizeBytes": 8420000,
+      "logoPath": "blazblue-centralfiction/logo.png",
+      "characterCount": 36,
+      "palette": {
+        "start": "#2563eb",
+        "end": "#7c2d12"
+      },
+      "bundled": false
+    },
+    {
+      "id": "dragon-ball-fighterz",
+      "name": "Dragon Ball FighterZ",
+      "version": "1.0.0",
+      "totalSizeBytes": 29111106,
+      "logoPath": "dragon-ball-fighterz/logo.png",
+      "characterCount": 44,
+      "palette": {
+        "start": "#f97316",
+        "end": "#1d4ed8"
+      },
+      "bundled": false
+    },
     {
       "id": "fatal-fury-city-of-the-wolves",
       "name": "FATAL FURY: City of the Wolves",
@@ -54,6 +80,32 @@
       },
       "bundled": false
     },
+    {
+      "id": "rivals-of-aether-ii",
+      "name": "Rivals of Aether II",
+      "version": "1.0.0",
+      "totalSizeBytes": 65441117,
+      "logoPath": "rivals-of-aether-ii/logo.png",
+      "characterCount": 16,
+      "palette": {
+        "start": "#06b6d4",
+        "end": "#1e293b"
+      },
+      "bundled": false
+    },
+    {
+      "id": "skullgirls-2nd-encore",
+      "name": "Skullgirls: 2nd Encore",
+      "version": "1.0.0",
+      "totalSizeBytes": 2371100,
+      "logoPath": "skullgirls-2nd-encore/logo.png",
+      "characterCount": 18,
+      "palette": {
+        "start": "#ec4899",
+        "end": "#500724"
+      },
+      "bundled": false
+    },
     {
       "id": "street-fighter-6",
       "name": "Street Fighter 6",
@@ -92,32 +144,6 @@
         "end": "#1e3a8a"
       },
       "bundled": false
-    },
-    {
-      "id": "dragon-ball-fighterz",
-      "name": "Dragon Ball FighterZ",
-      "version": "1.0.0",
-      "totalSizeBytes": 29111106,
-      "logoPath": "dragon-ball-fighterz/logo.png",
-      "characterCount": 44,
-      "palette": {
-        "start": "#f97316",
-        "end": "#1d4ed8"
-      },
-      "bundled": false
-    },
-    {
-      "id": "skullgirls-2nd-encore",
-      "name": "Skullgirls: 2nd Encore",
-      "version": "1.0.0",
-      "totalSizeBytes": 1950000,
-      "logoPath": "skullgirls-2nd-encore/logo.png",
-      "characterCount": 16,
-      "palette": {
-        "start": "#ec4899",
-        "end": "#500724"
-      },
-      "bundled": false
     }
   ]
 }
diff --git a/rivals-of-aether-ii/characters/absa.png b/rivals-of-aether-ii/characters/absa.png
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index 0000000..08ee897
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diff --git a/rivals-of-aether-ii/characters/etalus.png b/rivals-of-aether-ii/characters/etalus.png
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index 0000000..4966981
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diff --git a/rivals-of-aether-ii/characters/fleet.png b/rivals-of-aether-ii/characters/fleet.png
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index 0000000..a8df91d
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diff --git a/rivals-of-aether-ii/characters/forsburn.png b/rivals-of-aether-ii/characters/forsburn.png
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diff --git a/rivals-of-aether-ii/characters/kragg.png b/rivals-of-aether-ii/characters/kragg.png
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index 0000000..2894b6f
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diff --git a/rivals-of-aether-ii/characters/la-reina.png b/rivals-of-aether-ii/characters/la-reina.png
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index 0000000..6479583
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diff --git a/rivals-of-aether-ii/characters/loxodont.png b/rivals-of-aether-ii/characters/loxodont.png
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index 0000000..5c55b8a
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diff --git a/rivals-of-aether-ii/characters/maypul.png b/rivals-of-aether-ii/characters/maypul.png
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index 0000000..896ab18
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diff --git a/rivals-of-aether-ii/characters/olympia.png b/rivals-of-aether-ii/characters/olympia.png
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index 0000000..90742b1
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diff --git a/rivals-of-aether-ii/characters/orcane.png b/rivals-of-aether-ii/characters/orcane.png
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index 0000000..9a271e4
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diff --git a/rivals-of-aether-ii/characters/ranno.png b/rivals-of-aether-ii/characters/ranno.png
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diff --git a/rivals-of-aether-ii/characters/slade.png b/rivals-of-aether-ii/characters/slade.png
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index 0000000..c72e4cd
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diff --git a/rivals-of-aether-ii/characters/wrastor.png b/rivals-of-aether-ii/characters/wrastor.png
new file mode 100644
index 0000000..b65732e
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diff --git a/rivals-of-aether-ii/characters/zetterburn.png b/rivals-of-aether-ii/characters/zetterburn.png
new file mode 100644
index 0000000..3942ccb
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diff --git a/rivals-of-aether-ii/logo.png b/rivals-of-aether-ii/logo.png
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index 0000000..7428648
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diff --git a/rivals-of-aether-ii/manifest.json b/rivals-of-aether-ii/manifest.json
new file mode 100644
index 0000000..df76b88
--- /dev/null
+++ b/rivals-of-aether-ii/manifest.json
@@ -0,0 +1,31 @@
+{
+  "id": "rivals-of-aether-ii",
+  "name": "Rivals of Aether II",
+  "version": "1.0.0",
+  "palette": {
+    "start": "#7c3aed",
+    "end": "#0f172a"
+  },
+  "defaultPair": {
+    "left": "zetterburn",
+    "right": "orcane"
+  },
+  "characters": [
+    {"name": "Absa", "slug": "absa", "dlc": true, "sizeBytes": 1782486},
+    {"name": "Clairen", "slug": "clairen", "dlc": false, "sizeBytes": 4858853},
+    {"name": "Etalus", "slug": "etalus", "dlc": true, "sizeBytes": 1592303},
+    {"name": "Fleet", "slug": "fleet", "dlc": false, "sizeBytes": 3274571},
+    {"name": "Forsburn", "slug": "forsburn", "dlc": false, "sizeBytes": 2925867},
+    {"name": "Galvan", "slug": "galvan", "dlc": true, "sizeBytes": 5565640},
+    {"name": "Kragg", "slug": "kragg", "dlc": false, "sizeBytes": 7488365},
+    {"name": "La Reina", "slug": "la-reina", "dlc": true, "sizeBytes": 448996},
+    {"name": "Loxodont", "slug": "loxodont", "dlc": false, "sizeBytes": 5375971},
+    {"name": "Maypul", "slug": "maypul", "dlc": false, "sizeBytes": 906853},
+    {"name": "Olympia", "slug": "olympia", "dlc": true, "sizeBytes": 3321365},
+    {"name": "Orcane", "slug": "orcane", "dlc": false, "sizeBytes": 5749428},
+    {"name": "Ranno", "slug": "ranno", "dlc": false, "sizeBytes": 2408126},
+    {"name": "Slade", "slug": "slade", "dlc": true, "sizeBytes": 4607945},
+    {"name": "Wrastor", "slug": "wrastor", "dlc": false, "sizeBytes": 5709331},
+    {"name": "Zetterburn", "slug": "zetterburn", "dlc": false, "sizeBytes": 9425017}
+  ]
+}
diff --git a/skullgirls-2nd-encore/characters/annie.webp b/skullgirls-2nd-encore/characters/annie.webp
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diff --git a/skullgirls-2nd-encore/characters/marie.webp b/skullgirls-2nd-encore/characters/marie.webp
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diff --git a/skullgirls-2nd-encore/characters/ms-fortune.webp b/skullgirls-2nd-encore/characters/ms-fortune.webp
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diff --git a/skullgirls-2nd-encore/characters/painwheel.webp b/skullgirls-2nd-encore/characters/painwheel.webp
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index 0000000..650941b
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diff --git a/skullgirls-2nd-encore/characters/parasoul.webp b/skullgirls-2nd-encore/characters/parasoul.webp
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index 0000000..378b1db
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diff --git a/skullgirls-2nd-encore/characters/peacock.webp b/skullgirls-2nd-encore/characters/peacock.webp
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index 0000000..6c8dccf
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diff --git a/skullgirls-2nd-encore/characters/robo-fortune.webp b/skullgirls-2nd-encore/characters/robo-fortune.webp
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diff --git a/skullgirls-2nd-encore/characters/squigly.webp b/skullgirls-2nd-encore/characters/squigly.webp
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index 0000000..b996141
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diff --git a/skullgirls-2nd-encore/characters/umbrella.webp b/skullgirls-2nd-encore/characters/umbrella.webp
new file mode 100644
index 0000000..2a0f5aa
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diff --git a/skullgirls-2nd-encore/characters/valentine.webp b/skullgirls-2nd-encore/characters/valentine.webp
new file mode 100644
index 0000000..2968592
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diff --git a/skullgirls-2nd-encore/logo.webp b/skullgirls-2nd-encore/logo.webp
new file mode 100644
index 0000000..e211ef6
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diff --git a/skullgirls-2nd-encore/manifest.json b/skullgirls-2nd-encore/manifest.json
new file mode 100644
index 0000000..d3be4e3
--- /dev/null
+++ b/skullgirls-2nd-encore/manifest.json
@@ -0,0 +1,33 @@
+{
+  "id": "skullgirls-2nd-encore",
+  "name": "Skullgirls: 2nd Encore",
+  "version": "1.0.0",
+  "palette": {
+    "start": "#ec4899",
+    "end": "#111827"
+  },
+  "defaultPair": {
+    "left": "filia",
+    "right": "cerebella"
+  },
+  "characters": [
+    {"name": "Annie", "slug": "annie", "dlc": true, "sizeBytes": 88372},
+    {"name": "Beowulf", "slug": "beowulf", "dlc": true, "sizeBytes": 89170},
+    {"name": "Big Band", "slug": "big-band", "dlc": true, "sizeBytes": 54534},
+    {"name": "Black Dahlia", "slug": "black-dahlia", "dlc": true, "sizeBytes": 274586},
+    {"name": "Cerebella", "slug": "cerebella", "dlc": false, "sizeBytes": 92602},
+    {"name": "Double", "slug": "double", "dlc": false, "sizeBytes": 79950},
+    {"name": "Eliza", "slug": "eliza", "dlc": true, "sizeBytes": 82826},
+    {"name": "Filia", "slug": "filia", "dlc": false, "sizeBytes": 75704},
+    {"name": "Fukua", "slug": "fukua", "dlc": true, "sizeBytes": 76770},
+    {"name": "Marie", "slug": "marie", "dlc": true, "sizeBytes": 374856},
+    {"name": "Ms. Fortune", "slug": "ms-fortune", "dlc": false, "sizeBytes": 80256},
+    {"name": "Painwheel", "slug": "painwheel", "dlc": false, "sizeBytes": 97122},
+    {"name": "Parasoul", "slug": "parasoul", "dlc": false, "sizeBytes": 64276},
+    {"name": "Peacock", "slug": "peacock", "dlc": false, "sizeBytes": 73696},
+    {"name": "Robo-Fortune", "slug": "robo-fortune", "dlc": true, "sizeBytes": 94778},
+    {"name": "Squigly", "slug": "squigly", "dlc": true, "sizeBytes": 76870},
+    {"name": "Umbrella", "slug": "umbrella", "dlc": true, "sizeBytes": 523622},
+    {"name": "Valentine", "slug": "valentine", "dlc": false, "sizeBytes": 71110}
+  ]
+}
diff --git a/street-fighter-6/characters/Akuma.webp b/street-fighter-6/characters/Akuma.webp
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diff --git a/street-fighter-6/characters/Blanka.webp b/street-fighter-6/characters/Blanka.webp
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index 0000000..aa443c7
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diff --git a/street-fighter-6/characters/C. Viper.webp b/street-fighter-6/characters/C. Viper.webp
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index 0000000..8222a99
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diff --git a/street-fighter-6/characters/Cammy.webp b/street-fighter-6/characters/Cammy.webp
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index 0000000..2dae9bd
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diff --git a/street-fighter-6/characters/Chun-Li.webp b/street-fighter-6/characters/Chun-Li.webp
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index 0000000..732b13e
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diff --git a/street-fighter-6/characters/Dee Jay.webp b/street-fighter-6/characters/Dee Jay.webp
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index 0000000..365a68d
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diff --git a/street-fighter-6/characters/Dhalsim.webp b/street-fighter-6/characters/Dhalsim.webp
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index 0000000..4ca45e7
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diff --git a/street-fighter-6/characters/E. Honda.webp b/street-fighter-6/characters/E. Honda.webp
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diff --git a/street-fighter-6/characters/Ed.webp b/street-fighter-6/characters/Ed.webp
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diff --git a/street-fighter-6/characters/aki.webp b/street-fighter-6/characters/aki.webp
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index 0000000..dad4d04
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diff --git a/update_manifest_registry.py b/update_manifest_registry.py
new file mode 100644
index 0000000..d70e2aa
--- /dev/null
+++ b/update_manifest_registry.py
@@ -0,0 +1,193 @@
+# update_pack_sizes.py
+#
+# Updates the selected pack by:
+# - recalculating each character's sizeBytes from its image file
+# - updating registry.json totalSizeBytes
+# - updating registry.json characterCount
+# - updating registry.json updatedAt
+#
+# Notes:
+# - Missing images are skipped and assigned sizeBytes = 0
+# - Missing images are NOT counted in characterCount
+# - Character objects are written on a single line for readability
+
+from __future__ import annotations
+
+import json
+from datetime import datetime
+from pathlib import Path
+from typing import Optional
+
+REGISTRY_FILENAME = "registry.json"
+IMAGE_EXTENSIONS = (".png", ".jpg", ".jpeg", ".webp", ".avif")
+
+
+def format_bytes(size: int) -> str:
+    return f"{size / 1024:.1f} KB"
+
+
+def load_json(path: Path) -> dict:
+    return json.loads(path.read_text(encoding="utf-8"))
+
+
+def save_json(path: Path, data: dict) -> None:
+    path.write_text(
+        json.dumps(data, indent=2, ensure_ascii=False) + "\n",
+        encoding="utf-8",
+    )
+
+
+def find_character_image(characters_dir: Path, slug: str) -> Optional[Path]:
+    for ext in IMAGE_EXTENSIONS:
+        candidate = characters_dir / f"{slug}{ext}"
+        if candidate.exists():
+            return candidate
+    return None
+
+
+def ordered_character_payload(character: dict) -> dict:
+    ordered: dict = {}
+    for key in ("name", "slug", "dlc", "sizeBytes"):
+        if key in character:
+            ordered[key] = character[key]
+
+    for key, value in character.items():
+        if key not in ordered:
+            ordered[key] = value
+
+    return ordered
+
+
+def write_manifest(manifest_path: Path, manifest: dict) -> None:
+    manifest_copy = dict(manifest)
+    characters = manifest_copy.pop("characters", [])
+
+    base_json = json.dumps(manifest_copy, indent=2, ensure_ascii=False)
+    if base_json.endswith("\n}"):
+        base_json = base_json[:-2]
+    elif base_json.endswith("}"):
+        base_json = base_json[:-1]
+    else:
+        raise ValueError("Unexpected JSON format while writing manifest.")
+
+    if characters:
+        character_lines = [
+            "    " + json.dumps(ordered_character_payload(character), ensure_ascii=False)
+            for character in characters
+        ]
+        characters_json = (
+            '  "characters": [\n'
+            + ",\n".join(character_lines)
+            + "\n  ]\n"
+            + "}"
+        )
+    else:
+        characters_json = '  "characters": []\n}'
+
+    manifest_path.write_text(
+        base_json + ",\n" + characters_json + "\n",
+        encoding="utf-8",
+    )
+
+
+def select_pack(packs: list[dict]) -> Optional[dict]:
+    print("\nAvailable packs:\n")
+    for index, pack in enumerate(packs, start=1):
+        print(f"{index}. {pack['name']} ({pack['id']})")
+
+    raw = input("\nSelect pack number: ").strip()
+    try:
+        selected_index = int(raw) - 1
+    except ValueError:
+        print("\n❌ Invalid number")
+        return None
+
+    if selected_index < 0 or selected_index >= len(packs):
+        print("\n❌ Invalid selection")
+        return None
+
+    return packs[selected_index]
+
+
+def update_pack(root: Path, registry: dict, selected_pack: dict) -> None:
+    pack_dir = root / selected_pack["id"]
+    manifest_path = pack_dir / "manifest.json"
+    characters_dir = pack_dir / "characters"
+
+    if not manifest_path.exists():
+        print("\n❌ manifest.json not found")
+        return
+
+    if not characters_dir.exists():
+        print("\n❌ characters folder not found")
+        return
+
+    manifest = load_json(manifest_path)
+    characters = manifest.get("characters", [])
+
+    print(f'\nUpdating "{manifest["name"]}"...\n')
+
+    total_size_bytes = 0
+    valid_character_count = 0
+
+    for character in characters:
+        slug = character["slug"]
+        image_path = find_character_image(characters_dir, slug)
+
+        if image_path is None:
+            character["sizeBytes"] = 0
+            print(f"⚠ Missing image for {slug}")
+            continue
+
+        size = image_path.stat().st_size
+        character["sizeBytes"] = size
+        total_size_bytes += size
+        valid_character_count += 1
+
+        print(f"✓ {slug} -> {format_bytes(size)}")
+
+    registry_pack = next(
+        (pack for pack in registry.get("packs", []) if pack["id"] == manifest["id"]),
+        None,
+    )
+
+    if registry_pack is None:
+        print("\n❌ Pack not found in registry")
+        return
+
+    registry_pack["totalSizeBytes"] = total_size_bytes
+    registry_pack["characterCount"] = valid_character_count
+    registry["updatedAt"] = datetime.now().strftime("%Y-%m-%d")
+
+    write_manifest(manifest_path, manifest)
+    save_json(root / REGISTRY_FILENAME, registry)
+
+    print("\n✅ Done!\n")
+    print(f"Characters: {valid_character_count}")
+    print(f"Total size: {format_bytes(total_size_bytes)} ({total_size_bytes} bytes)")
+
+
+def main() -> None:
+    root = Path(__file__).parent.resolve()
+    registry_path = root / REGISTRY_FILENAME
+
+    if not registry_path.exists():
+        print("❌ registry.json not found")
+        return
+
+    registry = load_json(registry_path)
+    packs = registry.get("packs", [])
+
+    if not packs:
+        print("❌ No packs found in registry")
+        return
+
+    selected_pack = select_pack(packs)
+    if selected_pack is None:
+        return
+
+    update_pack(root, registry, selected_pack)
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/update_slug.py b/update_slug.py
new file mode 100644
index 0000000..e913ac0
--- /dev/null
+++ b/update_slug.py
@@ -0,0 +1,263 @@
+# rename_images_to_slug.py
+#
+# Renames character images inside a selected pack's /characters folder
+# to their manifest slug.
+#
+# Example:
+# "Ryu Render.png" -> "ryu.png"
+#
+# Matching rules:
+# - compares normalized filenames against character names
+# - ignores spaces, punctuation, apostrophes and case
+# - preserves original extension
+#
+# Safe behavior:
+# - skips already-correct files
+# - warns about unmatched files
+# - warns about duplicate matches
+# - never overwrites existing files
+
+from __future__ import annotations
+
+import json
+import re
+from pathlib import Path
+from typing import Optional
+
+REGISTRY_FILENAME = "registry.json"
+
+IMAGE_EXTENSIONS = (
+    ".png",
+    ".jpg",
+    ".jpeg",
+    ".webp",
+    ".avif",
+)
+
+
+def load_json(path: Path) -> dict:
+    return json.loads(path.read_text(encoding="utf-8"))
+
+
+def normalize(text: str) -> str:
+    """
+    Normalize text for fuzzy filename matching.
+
+    Example:
+    "Chun-Li" -> "chunli"
+    "Ryu Render" -> "ryurender"
+    """
+
+    text = text.lower()
+
+    # Remove extension if present
+    text = Path(text).stem
+
+    # Remove non-alphanumeric chars
+    text = re.sub(r"[^a-z0-9]", "", text)
+
+    return text
+
+
+def select_pack(packs: list[dict]) -> Optional[dict]:
+    print("\nAvailable packs:\n")
+
+    for index, pack in enumerate(packs, start=1):
+        print(f"{index}. {pack['name']} ({pack['id']})")
+
+    raw = input("\nSelect pack number: ").strip()
+
+    try:
+        selected_index = int(raw) - 1
+    except ValueError:
+        print("\n❌ Invalid number")
+        return None
+
+    if selected_index < 0 or selected_index >= len(packs):
+        print("\n❌ Invalid selection")
+        return None
+
+    return packs[selected_index]
+
+
+def build_character_lookup(characters: list[dict]) -> dict[str, str]:
+    """
+    Build normalized name -> slug mapping.
+
+    Example:
+    "chunli" -> "chun-li"
+    """
+
+    lookup = {}
+
+    for character in characters:
+        name = character["name"]
+        slug = character["slug"]
+
+        lookup[normalize(name)] = slug
+
+    return lookup
+
+
+def rename_images(pack_dir: Path) -> None:
+    manifest_path = pack_dir / "manifest.json"
+    characters_dir = pack_dir / "characters"
+
+    if not manifest_path.exists():
+        print("\n❌ manifest.json not found")
+        return
+
+    if not characters_dir.exists():
+        print("\n❌ characters folder not found")
+        return
+
+    manifest = load_json(manifest_path)
+
+    lookup = build_character_lookup(
+        manifest.get("characters", [])
+    )
+
+    image_files = [
+        file
+        for file in characters_dir.iterdir()
+        if file.is_file()
+        and file.suffix.lower() in IMAGE_EXTENSIONS
+    ]
+
+    if not image_files:
+        print("\n❌ No images found")
+        return
+
+    print(f'\nScanning "{manifest["name"]}"...\n')
+
+    renamed_count = 0
+
+    for image_file in image_files:
+        normalized_filename = normalize(
+            image_file.name
+        )
+
+        matched_slug = None
+
+        # Exact normalized match
+        if normalized_filename in lookup:
+            matched_slug = lookup[
+                normalized_filename
+            ]
+
+        else:
+            # Partial fuzzy fallback
+            matches = [
+                slug
+                for normalized_name, slug in lookup.items()
+                if normalized_name in normalized_filename
+                or normalized_filename in normalized_name
+            ]
+
+            if len(matches) == 1:
+                matched_slug = matches[0]
+
+            elif len(matches) > 1:
+                print(
+                    f"⚠ Multiple matches for "
+                    f"{image_file.name}"
+                )
+                continue
+
+        if matched_slug is None:
+            print(
+                f"⚠ No character match for "
+                f"{image_file.name}"
+            )
+            continue
+
+        new_filename = (
+            matched_slug
+            + image_file.suffix.lower()
+        )
+
+        new_path = (
+            characters_dir
+            / new_filename
+        )
+
+        # Already correct
+        if image_file.name.lower() == new_filename.lower():
+            if image_file.name != new_filename:
+                image_file.rename(new_path)
+                print(
+                    f"✓ {image_file.name} "
+                    f"-> {new_filename}"
+                )
+                renamed_count += 1
+            else:
+                print(f"✓ {image_file.name}")
+
+            continue
+
+        # Prevent overwrite
+        if new_path.exists():
+            print(
+                f"⚠ Target already exists: "
+                f"{new_filename}"
+            )
+            continue
+
+        image_file.rename(new_path)
+
+        renamed_count += 1
+
+        print(
+            f"✓ {image_file.name} "
+            f"-> {new_filename}"
+        )
+
+    print("\n✅ Done!\n")
+    print(f"Renamed: {renamed_count}")
+
+
+def main() -> None:
+    root = Path(__file__).parent.resolve()
+
+    registry_path = (
+        root / REGISTRY_FILENAME
+    )
+
+    if not registry_path.exists():
+        print(
+            "❌ registry.json not found"
+        )
+        return
+
+    registry = load_json(
+        registry_path
+    )
+
+    packs = registry.get(
+        "packs",
+        [],
+    )
+
+    if not packs:
+        print(
+            "❌ No packs found"
+        )
+        return
+
+    selected_pack = select_pack(
+        packs
+    )
+
+    if selected_pack is None:
+        return
+
+    pack_dir = (
+        root
+        / selected_pack["id"]
+    )
+
+    rename_images(pack_dir)
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file