diff --git a/README.md b/README.md
index ce47cc2..fc9a6cf 100644
--- a/README.md
+++ b/README.md
@@ -67,8 +67,8 @@ Download extracted game assets
 ```
 ### Webpage & JavaScript
 
-Add query string `aklive2d` to bring up the settings panel to adjust your settings. 
-Settings can be adjusted under `window.aklive2d` or by dispatching custom events (under `window.aklive2d.events`) to `document`. 
+Add query string `aklive2d` to bring up the settings panel to adjust your settings.
+Settings can be adjusted under `window.aklive2d` or by dispatching custom events (under `window.aklive2d.events`) to `document`.
 Examples can be found at `apps/showcase/src/components/wallpaper_engine.js`.
 
 ```js
@@ -194,7 +194,7 @@ ling: !include config/ling.yaml
 nearl: !include config/nearl.yaml
 nian: !include config/nian.yaml
 nian_unfettered_freedom: !include config/nian_unfettered_freedom.yaml
-phatom_focus: !include config/phatom_focus.yaml
+phantom_focus: !include config/phantom_focus.yaml
 rosmontis: !include config/rosmontis.yaml
 skadi: !include config/skadi.yaml
 skadi_sublimation: !include config/skadi_sublimation.yaml
diff --git a/bun.lock b/bun.lock
index d22884c..0a9b3fc 100644
--- a/bun.lock
+++ b/bun.lock
@@ -242,8 +242,12 @@
         "@aklive2d/libs": "workspace:*",
         "@aklive2d/official-info": "workspace:*",
         "@aklive2d/prettier-config": "workspace:*",
+        "unidecode": "^1.1.0",
         "yaml": "^2.7.0",
       },
+      "devDependencies": {
+        "@types/unidecode": "^1.1.0",
+      },
       "peerDependencies": {
         "globals": ">=16.0.0",
         "typescript": ">=5.8.2",
@@ -685,6 +689,8 @@
 
     "@types/tough-cookie": ["@types/tough-cookie@4.0.5", "", {}, "sha512-/Ad8+nIOV7Rl++6f1BdKxFSMgmoqEoYbHRpPcx3JEfv8VRsQe9Z4mCXeJBzxs7mbHY/XOZZuXlRNfhpVPbs6ZA=="],
 
+    "@types/unidecode": ["@types/unidecode@1.1.0", "", {}, "sha512-NTIsFsTe9WRek39/8DDj7KiQ0nU33DHMrKwNHcD1rKlUvn4N0Rc4Di8q/Xavs8bsDZmBa4MMtQA8+HNgwfxC/A=="],
+
     "@types/yauzl-promise": ["@types/yauzl-promise@4.0.1", "", { "dependencies": { "@types/node": "*" } }, "sha512-qYEC3rJwqiJpdQ9b+bPNeuSY0c3JUM8vIuDy08qfuVN7xHm3ZDsHn2kGphUIB0ruEXrPGNXZ64nMUcu4fDjViQ=="],
 
     "@types/yazl": ["@types/yazl@2.4.6", "", { "dependencies": { "@types/node": "*" } }, "sha512-/ifFjQtcKaoZOjl5NNCQRR0fAKafB3Foxd7J/WvFPTMea46zekapcR30uzkwIkKAAuq5T6d0dkwz754RFH27hg=="],
@@ -1535,6 +1541,8 @@
 
     "undici-types": ["undici-types@6.21.0", "", {}, "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ=="],
 
+    "unidecode": ["unidecode@1.1.0", "", {}, "sha512-GIp57N6DVVJi8dpeIU6/leJGdv7W65ZSXFLFiNmxvexXkc0nXdqUvhA/qL9KqBKsILxMwg5MnmYNOIDJLb5JVA=="],
+
     "union": ["union@0.5.0", "", { "dependencies": { "qs": "^6.4.0" } }, "sha512-N6uOhuW6zO95P3Mel2I2zMsbsanvvtgn6jVqJv4vbVcz/JN0OkL9suomjQGmWtxJQXOCqUJvquc1sMeNz/IwlA=="],
 
     "universalify": ["universalify@2.0.1", "", {}, "sha512-gptHNQghINnc/vTGIk0SOFGFNXw7JVrlRUtConJRlvaw6DuX0wO5Jeko9sWrMBhh+PsYAZ7oXAiOnf/UKogyiw=="],
diff --git a/packages/config/config.yaml b/packages/config/config.yaml
index 2bcf0f1..8dc3b6c 100644
--- a/packages/config/config.yaml
+++ b/packages/config/config.yaml
@@ -34,6 +34,8 @@ module:
         directory_assets: _directory
         MonoBehaviour: MonoBehaviour
         Texture2D: Texture2D
+        character_table_json: character_table.json
+        skin_table_json: skin_table.json
         title:
             zh-CN: '明日方舟：'
             en-US: 'Arknights: '
diff --git a/packages/config/types.ts b/packages/config/types.ts
index 66bc93b..0b1aff9 100644
--- a/packages/config/types.ts
+++ b/packages/config/types.ts
@@ -42,6 +42,8 @@ export type Config = {
             directory_assets: string
             MonoBehaviour: string
             Texture2D: string
+            character_table_json: string
+            skin_table_json: string
             title: {
                 'zh-CN': string
                 'en-US': string
diff --git a/packages/libs/libs/file.ts b/packages/libs/libs/file.ts
index 34db5eb..cf218fe 100644
--- a/packages/libs/libs/file.ts
+++ b/packages/libs/libs/file.ts
@@ -3,6 +3,11 @@ import path from 'node:path'
 import yauzl from 'yauzl-promise'
 import yazl from 'yazl'
 
+type ReadOpts = {
+    encoding?: BufferEncoding
+    useAsPrefix?: boolean
+}
+
 export async function write(
     content: string | NodeJS.ArrayBufferView,
     filePath: string
@@ -21,14 +26,32 @@ export function writeSync(
 
 export async function read(
     filePath: string,
-    encoding: BufferEncoding = 'utf8'
+    opts: ReadOpts = { encoding: 'utf8', useAsPrefix: false }
 ) {
-    return await fsP.readFile(filePath, { encoding, flag: 'r' })
+    return await fsP.readFile(filePath, { ...opts, flag: 'r' })
 }
 
-export function readSync(filePath: string, encoding: BufferEncoding = 'utf8') {
+export function readSync(
+    filePath: string,
+    opts: ReadOpts = { encoding: 'utf8', useAsPrefix: false }
+) {
+    const useAsPrefix = opts.useAsPrefix
+    delete opts.useAsPrefix
+    if (useAsPrefix) {
+        const parent = path.dirname(filePath)
+        const filename = path.parse(filePath).name
+        const ext = path.parse(filePath).ext
+        const file = readdirSync(parent).find(
+            (e) => e.startsWith(filename) && e.endsWith(ext)
+        )
+        if (!file) return null
+        return fs.readFileSync(path.join(parent, file), {
+            ...opts,
+            flag: 'r',
+        })
+    }
     if (exists(filePath)) {
-        return fs.readFileSync(filePath, { encoding, flag: 'r' })
+        return fs.readFileSync(filePath, { ...opts, flag: 'r' })
     }
     return null
 }
diff --git a/packages/libs/libs/yaml.ts b/packages/libs/libs/yaml.ts
index ff23782..3e650f7 100644
--- a/packages/libs/libs/yaml.ts
+++ b/packages/libs/libs/yaml.ts
@@ -17,7 +17,7 @@ export function read(
             return data
         },
     }
-    const file = fs.readFileSync(file_dir, 'utf8')
+    const file = fs.readFileSync(file_dir, { encoding: 'utf8' })
     return parse(file, {
         customTags: [include, ...customTags],
     } as SchemaOptions)
diff --git a/packages/official-info/auto_update/official_info.json b/packages/official-info/auto_update/official_info.json
index 076924a..9ab4e4c 100644
--- a/packages/official-info/auto_update/official_info.json
+++ b/packages/official-info/auto_update/official_info.json
@@ -77,7 +77,7 @@
             {
                 "codename": {
                     "zh-CN": "新约能天使",
-                    "en-US": "Exusiai the New Covenant"
+                      "en-US": "Exusiai the New Covenant"
                 },
                 "type": "operator",
                 "link": "https://ak.hypergryph.com/archive/dynamicCompile/202504941.html",
@@ -703,4 +703,4 @@
             }
         ]
     }
-}
\ No newline at end of file
+}
diff --git a/packages/official-info/types.ts b/packages/official-info/types.ts
index 89f5771..000c394 100644
--- a/packages/official-info/types.ts
+++ b/packages/official-info/types.ts
@@ -46,3 +46,21 @@ export interface OperatorConfig extends OfficialInfoOperatorConfig {
 export type OfficialInfoMapping = {
     [id: string]: OperatorConfig
 }
+
+export type OfficialInfoV2 = {
+    length: number
+    dates: string[]
+    info: OfficialInfoOperatorConfigV2[]
+}
+
+export type OfficialInfoOperatorConfigV2 = {
+    operatorName: string
+    skinName: {
+        'zh-CN': string
+        'en-US': string
+    }
+    type: 'operator' | 'skin'
+    link: string
+    id: number
+    date: string
+}
diff --git a/packages/operator/.gitignore b/packages/operator/.gitignore
index 6320cd2..1b5ce3e 100644
--- a/packages/operator/.gitignore
+++ b/packages/operator/.gitignore
@@ -1 +1,2 @@
-data
\ No newline at end of file
+data
+auto_update
diff --git a/packages/operator/config.yaml b/packages/operator/config.yaml
index 265a938..7150306 100644
--- a/packages/operator/config.yaml
+++ b/packages/operator/config.yaml
@@ -5,7 +5,7 @@ ling: !include config/ling.yaml
 nearl: !include config/nearl.yaml
 nian: !include config/nian.yaml
 nian_unfettered_freedom: !include config/nian_unfettered_freedom.yaml
-phatom_focus: !include config/phatom_focus.yaml
+phantom_focus: !include config/phantom_focus.yaml
 rosmontis: !include config/rosmontis.yaml
 skadi: !include config/skadi.yaml
 skadi_sublimation: !include config/skadi_sublimation.yaml
@@ -18,7 +18,7 @@ lee_trust_your_eyes: !include config/lee_trust_your_eyes.yaml
 texas_the_omertosa: !include config/texas_the_omertosa.yaml
 nearl_relight: !include config/nearl_relight.yaml
 rosmontis_become_anew: !include config/rosmontis_become_anew.yaml
-passager_dream_in_a_moment: !include config/passager_dream_in_a_moment.yaml
+passenger_dream_in_a_moment: !include config/passenger_dream_in_a_moment.yaml
 mizuki_summer_feast: !include config/mizuki_summer_feast.yaml
 chongyue: !include config/chongyue.yaml
 ling_it_does_wash_the_strings: !include config/ling_it_does_wash_the_strings.yaml
diff --git a/packages/operator/config/_template.yaml b/packages/operator/config/_template.yaml
index c356614..7028f13 100644
--- a/packages/operator/config/_template.yaml
+++ b/packages/operator/config/_template.yaml
@@ -1,12 +1,3 @@
-filename: dyn_illust_char_1013_chen2
-logo: logo_rhodes_override
-fallback_name: char_1013_chen2_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 假日威龙陈
     en-US: Ch'en/Chen the Holungday
-use_json: false
diff --git a/packages/operator/config/amiya_solo_around_the_world.yaml b/packages/operator/config/amiya_solo_around_the_world.yaml
index 704f408..bc5212d 100644
--- a/packages/operator/config/amiya_solo_around_the_world.yaml
+++ b/packages/operator/config/amiya_solo_around_the_world.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1037_amiya3_sale#13
-logo: logo_rhodes_override
-fallback_name: char_1037_amiya3_sale#13
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: false
 codename:
     zh-CN: 寰宇独奏 · 阿米娅
     en-US: Solo Around The World / Amiya
-use_json: false
 official_id: '202412473'
diff --git a/packages/operator/config/archetto_glory_of_the_devout.yaml b/packages/operator/config/archetto_glory_of_the_devout.yaml
index 9b410d1..83095b7 100644
--- a/packages/operator/config/archetto_glory_of_the_devout.yaml
+++ b/packages/operator/config/archetto_glory_of_the_devout.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_332_archet_sale#14
-logo: logo_Laterano
-fallback_name: char_332_archet_sale#14
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 至虔者荣光 · 空弦
     en-US: Glory of the Devout / Archetto
-use_json: false
 official_id: '202504953'
diff --git a/packages/operator/config/chen.yaml b/packages/operator/config/chen.yaml
index ea86e0f..bf8ce90 100644
--- a/packages/operator/config/chen.yaml
+++ b/packages/operator/config/chen.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1013_chen2
-logo: logo_rhodes_override
-fallback_name: char_1013_chen2_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 1
-viewport_bottom: 1
-invert_filter: false
 codename:
     zh-CN: 假日威龙陈
     en-US: Ch'en/Chen the Holungday
-use_json: false
 official_id: '20220345'
diff --git a/packages/operator/config/chen_ten_thousand_mountains.yaml b/packages/operator/config/chen_ten_thousand_mountains.yaml
index d45255b..14e1d51 100644
--- a/packages/operator/config/chen_ten_thousand_mountains.yaml
+++ b/packages/operator/config/chen_ten_thousand_mountains.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1013_chen2_boc#6
-logo: logo_rhodes_override
-fallback_name: char_1013_chen2_boc#6
-viewport_left: -1
-viewport_right: 1
-viewport_top: 2
-viewport_bottom: -1
-invert_filter: false
 codename:
     zh-CN: 万重山 · 假日威龙陈
     en-US: Ten Thousand Mountains / Ch'en/Chen the Holungday
-use_json: false
 official_id: '202304659'
diff --git a/packages/operator/config/chongyue.yaml b/packages/operator/config/chongyue.yaml
index b38dfe7..a263de1 100644
--- a/packages/operator/config/chongyue.yaml
+++ b/packages/operator/config/chongyue.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2024_chyue
-logo: logo_sui
-fallback_name: char_2024_chyue_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 重岳
     en-US: Chongyue
-use_json: false
 official_id: '202301606'
diff --git a/packages/operator/config/chongyue_alighting.yaml b/packages/operator/config/chongyue_alighting.yaml
index ace4f88..8128cdc 100644
--- a/packages/operator/config/chongyue_alighting.yaml
+++ b/packages/operator/config/chongyue_alighting.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2024_chyue_nian#10
-logo: logo_sui
-fallback_name: char_2024_chyue_nian#10
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 何处栖 · 重岳
     en-US: Alighting / Chongyue
-use_json: false
 official_id: '202401812'
diff --git a/packages/operator/config/chongyue_allround_actor.yaml b/packages/operator/config/chongyue_allround_actor.yaml
index 823608c..764231b 100644
--- a/packages/operator/config/chongyue_allround_actor.yaml
+++ b/packages/operator/config/chongyue_allround_actor.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2024_chyue_cfa#1
-logo: logo_sui
-fallback_name: char_2024_chyue_cfa#1
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 全能演员 · 重岳
     en-US: All-Round Actor / Chongyue
-use_json: false
 official_id: '202412452'
diff --git a/packages/operator/config/degenbrecher_the_shadow_of_dark_moon.yaml b/packages/operator/config/degenbrecher_the_shadow_of_dark_moon.yaml
index 089aab5..4ee1284 100644
--- a/packages/operator/config/degenbrecher_the_shadow_of_dark_moon.yaml
+++ b/packages/operator/config/degenbrecher_the_shadow_of_dark_moon.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4116_blkkgt_witch#5
-logo: logo_kjerag
-fallback_name: char_4116_blkkgt_witch#5
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 暗月的影子 · 锏
     en-US: The Shadow Of The Dark Moon / Degenbrecher
-use_json: false
 official_id: '202410426'
diff --git a/packages/operator/config/dusk.yaml b/packages/operator/config/dusk.yaml
index e4fb4c8..f60782f 100644
--- a/packages/operator/config/dusk.yaml
+++ b/packages/operator/config/dusk.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2015_dusk
-logo: logo_sui
-fallback_name: char_2015_dusk_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 夕
     en-US: Dusk
-use_json: false
 official_id: '202203263'
diff --git a/packages/operator/config/dusk_everything_is_a_miracle.yaml b/packages/operator/config/dusk_everything_is_a_miracle.yaml
index 666a665..53595c7 100644
--- a/packages/operator/config/dusk_everything_is_a_miracle.yaml
+++ b/packages/operator/config/dusk_everything_is_a_miracle.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2015_dusk_nian#7
-logo: logo_sui
-fallback_name: char_2015_dusk_nian#7
-viewport_left: 10
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 染尘烟 · 夕
     en-US: Everything is a Miracle / Dusk
-use_json: false
 official_id: '20220321'
diff --git a/packages/operator/config/executor_the_ex_foedere_allmind_as_one.yaml b/packages/operator/config/executor_the_ex_foedere_allmind_as_one.yaml
index 11fb6fb..302d658 100644
--- a/packages/operator/config/executor_the_ex_foedere_allmind_as_one.yaml
+++ b/packages/operator/config/executor_the_ex_foedere_allmind_as_one.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1032_excu2_sale#12
-logo: logo_Laterano
-fallback_name: char_1032_excu2_sale#12
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 众志归一 · 圣约送葬人
     en-US: Allmind as one / Executor the Ex Foedere
-use_json: false
 official_id: '202410488'
diff --git a/packages/operator/config/exusiai_the_new_covenant.yaml b/packages/operator/config/exusiai_the_new_covenant.yaml
index 7ac014f..ef94260 100644
--- a/packages/operator/config/exusiai_the_new_covenant.yaml
+++ b/packages/operator/config/exusiai_the_new_covenant.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1041_angel2
-logo: logo_penguin
-fallback_name: char_1041_angel2_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 新约能天使
     en-US: Exusiai the New Covenant
-use_json: false
 official_id: '202504941'
diff --git a/packages/operator/config/eyjafjalla_the_hvit_aska.yaml b/packages/operator/config/eyjafjalla_the_hvit_aska.yaml
index 8b6c50d..206be59 100644
--- a/packages/operator/config/eyjafjalla_the_hvit_aska.yaml
+++ b/packages/operator/config/eyjafjalla_the_hvit_aska.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1016_agoat2
-logo: logo_Leithanien
-fallback_name: char_1016_agoat2_2
-viewport_left: 1
-viewport_right: 0
-viewport_top: 5
-viewport_bottom: 5
-invert_filter: true
 codename:
     zh-CN: 纯烬艾雅法拉
     en-US: Eyjafjalla the Hvít Aska
-use_json: false
 official_id: '202307865'
diff --git a/packages/operator/config/eyjafjalla_the_hvit_aska_a_picnic_before_a_long_trip.yaml b/packages/operator/config/eyjafjalla_the_hvit_aska_a_picnic_before_a_long_trip.yaml
index 5fd1140..8eb007b 100644
--- a/packages/operator/config/eyjafjalla_the_hvit_aska_a_picnic_before_a_long_trip.yaml
+++ b/packages/operator/config/eyjafjalla_the_hvit_aska_a_picnic_before_a_long_trip.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1016_agoat2_epoque#34
-logo: logo_Leithanien
-fallback_name: char_1016_agoat2_epoque#34
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 远行前的野餐 · 纯烬艾雅法拉
     en-US: A Picnic Before A Long Trip / Eyjafjalla the Hvít Aska
-use_json: true
 official_id: '202407072'
diff --git a/packages/operator/config/gavial.yaml b/packages/operator/config/gavial.yaml
index 3081099..20d9770 100644
--- a/packages/operator/config/gavial.yaml
+++ b/packages/operator/config/gavial.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1026_gvial2
-logo: logo_rhodes_override
-fallback_name: char_1026_gvial2_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: false
 codename:
-    zh-CN: 百练嘉维尔
+    zh-CN: 百炼嘉维尔
     en-US: Gavial the Invincible
-use_json: false
 official_id: '202208258'
diff --git a/packages/operator/config/gavial_the_invincible_holiday_hd26.yaml b/packages/operator/config/gavial_the_invincible_holiday_hd26.yaml
index 33346d3..5155343 100644
--- a/packages/operator/config/gavial_the_invincible_holiday_hd26.yaml
+++ b/packages/operator/config/gavial_the_invincible_holiday_hd26.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1026_gvial2_summer#12
-logo: logo_rhodes_override
-fallback_name: char_1026_gvial2_summer#12
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: false
 codename:
     zh-CN: 悠然假日 HD26 · 百炼嘉维尔
     en-US: Holiday HD26 / Gavial the Invincible
-use_json: false
 official_id: '202307886'
diff --git a/packages/operator/config/goldenglow_summer_flowers_fa394.yaml b/packages/operator/config/goldenglow_summer_flowers_fa394.yaml
index 4ad84da..e0a09cc 100644
--- a/packages/operator/config/goldenglow_summer_flowers_fa394.yaml
+++ b/packages/operator/config/goldenglow_summer_flowers_fa394.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_377_gdglow_summer#12
-logo: logo_victoria
-fallback_name: char_377_gdglow_summer#12
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 夏卉 FA394 · 澄闪
     en-US: Summer Flowers FA394 / Goldenglow
-use_json: false
 official_id: '202307824'
diff --git a/packages/operator/config/ines_melodic_flutter.yaml b/packages/operator/config/ines_melodic_flutter.yaml
index e2873fc..e1673fc 100644
--- a/packages/operator/config/ines_melodic_flutter.yaml
+++ b/packages/operator/config/ines_melodic_flutter.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4087_ines_ambienceSynesthesia
-logo: logo_babel
-fallback_name: char_4087_ines_ambienceSynesthesia#5
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
   zh-CN: 蝶舞华章 · 伊内丝
   en-US: Melodic Flutter / Ines
-use_json: false
 official_id: "202504968"
diff --git a/packages/operator/config/ines_under_the_flaming_dome.yaml b/packages/operator/config/ines_under_the_flaming_dome.yaml
index 1691c72..f9aa7cd 100644
--- a/packages/operator/config/ines_under_the_flaming_dome.yaml
+++ b/packages/operator/config/ines_under_the_flaming_dome.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4087_ines_boc#8
-logo: logo_babel
-fallback_name: char_4087_ines_boc#8
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 燃烧天穹下 · 伊内丝
     en-US: Under the Flaming Dome / Ines
-use_json: false
 official_id: '202404087'
diff --git a/packages/operator/config/kaltsit_remnant.yaml b/packages/operator/config/kaltsit_remnant.yaml
index 6f0139e..d663678 100644
--- a/packages/operator/config/kaltsit_remnant.yaml
+++ b/packages/operator/config/kaltsit_remnant.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_003_kalts_boc#6
-logo: logo_rhodes_override
-fallback_name: char_003_kalts_boc#6
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: false
 codename:
     zh-CN: 残余 · 凯尔希
-    en-US: Remnant / Kal'tsit
-use_json: false
+    en-US: Remnant / Kal'tsit/Kaltsit
 official_id: '202304833'
diff --git a/packages/operator/config/kroos_moonlit_voyage.yaml b/packages/operator/config/kroos_moonlit_voyage.yaml
index 0d056ca..9a79ba4 100644
--- a/packages/operator/config/kroos_moonlit_voyage.yaml
+++ b/packages/operator/config/kroos_moonlit_voyage.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_124_kroos_sale#14
-logo: logo_reserve1
-fallback_name: char_124_kroos_sale#14
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 星月漂流记 · 克洛丝
     en-US: Moonlit Voyage / Kroos
-use_json: false
 official_id: '202504992'
diff --git a/packages/operator/config/lappland_the_decadenza.yaml b/packages/operator/config/lappland_the_decadenza.yaml
index bf99d15..94fb4d2 100644
--- a/packages/operator/config/lappland_the_decadenza.yaml
+++ b/packages/operator/config/lappland_the_decadenza.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1038_whitw2
-logo: logo_chiave
-fallback_name: char_1038_whitw2_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 荒芜拉普兰德
     en-US: Lappland the Decadenza
-use_json: false
 official_id: '202410440'
diff --git a/packages/operator/config/lee_trust_your_eyes.yaml b/packages/operator/config/lee_trust_your_eyes.yaml
index 5e957cd..5eadee7 100644
--- a/packages/operator/config/lee_trust_your_eyes.yaml
+++ b/packages/operator/config/lee_trust_your_eyes.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_322_lmlee_witch#3
-logo: logo_lee
-fallback_name: char_322_lmlee_witch#3
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 手到牌来 · 老鲤
     en-US: Trust Your Eyes / Lee
-use_json: false
 official_id: '202210279'
diff --git a/packages/operator/config/lin_heavenly_mirage.yaml b/packages/operator/config/lin_heavenly_mirage.yaml
index a35d7e2..b1974e0 100644
--- a/packages/operator/config/lin_heavenly_mirage.yaml
+++ b/packages/operator/config/lin_heavenly_mirage.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4080_lin_nian#10
-logo: logo_lungmen
-fallback_name: char_4080_lin_nian#10
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 列瑶台 · 林
     en-US: Heavenly Mirage / Lin
-use_json: false
 official_id: '202401034'
diff --git a/packages/operator/config/ling.yaml b/packages/operator/config/ling.yaml
index 4f82adb..4f29890 100644
--- a/packages/operator/config/ling.yaml
+++ b/packages/operator/config/ling.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2023_ling
-logo: logo_sui
-fallback_name: char_2023_ling_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 令
     en-US: Ling
-use_json: false
 official_id: '20220383'
diff --git a/packages/operator/config/ling_it_does_wash_the_strings.yaml b/packages/operator/config/ling_it_does_wash_the_strings.yaml
index 2195f9e..0a5fcfb 100644
--- a/packages/operator/config/ling_it_does_wash_the_strings.yaml
+++ b/packages/operator/config/ling_it_does_wash_the_strings.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2023_ling_nian#9
-logo: logo_sui
-fallback_name: char_2023_ling_nian#9
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 濯缨 · 令
     en-US: It Does Wash the Strings / Ling
-use_json: false
 official_id: '202301647'
diff --git a/packages/operator/config/ling_towering_is_cliff_of_nostalgia.yaml b/packages/operator/config/ling_towering_is_cliff_of_nostalgia.yaml
index 9991f6d..c217a79 100644
--- a/packages/operator/config/ling_towering_is_cliff_of_nostalgia.yaml
+++ b/packages/operator/config/ling_towering_is_cliff_of_nostalgia.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2023_ling_ncg#1
-logo: logo_sui
-fallback_name: char_2023_ling_ncg#1
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 崖高梦远 · 令
-    en-US: Towering is Cliff of Nostalgia
-use_json: false
+    en-US: Towering is Cliff of Nostalgia / Ling
 official_id: '202308807'
diff --git a/packages/operator/config/logos_radiant_serenity.yaml b/packages/operator/config/logos_radiant_serenity.yaml
index aba3204..bd356dc 100644
--- a/packages/operator/config/logos_radiant_serenity.yaml
+++ b/packages/operator/config/logos_radiant_serenity.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4133_logos_ambienceSynesthesia#6
-logo: logo_elite
-fallback_name: char_4133_logos_ambienceSynesthesia#6
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
   zh-CN: 辉煌的静谧 · 逻各斯
   en-US: Radiant Serenity / Logos
-use_json: false
 official_id: "202504989"
diff --git a/packages/operator/config/mizuki_summer_feast.yaml b/packages/operator/config/mizuki_summer_feast.yaml
index 4d221a9..9d14300 100644
--- a/packages/operator/config/mizuki_summer_feast.yaml
+++ b/packages/operator/config/mizuki_summer_feast.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_437_mizuki_sale#7
-logo: logo_higashi
-fallback_name: char_437_mizuki_sale#7
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 夏日餮宴 · 水月
     en-US: Summer Feast / Mizuki
-use_json: false
 official_id: '202211685'
diff --git a/packages/operator/config/muelsyse.yaml b/packages/operator/config/muelsyse.yaml
index 6cf0149..7fcedea 100644
--- a/packages/operator/config/muelsyse.yaml
+++ b/packages/operator/config/muelsyse.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_249_mlyss
-logo: logo_rhine
-fallback_name: char_249_mlyss_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 3
-viewport_bottom: 2
-invert_filter: true
 codename:
     zh-CN: 缪尔赛思
     en-US: Muelsyse
-use_json: false
 official_id: '202304611'
diff --git a/packages/operator/config/muelsyse_golden_reverie.yaml b/packages/operator/config/muelsyse_golden_reverie.yaml
index 425acfc..e8968fd 100644
--- a/packages/operator/config/muelsyse_golden_reverie.yaml
+++ b/packages/operator/config/muelsyse_golden_reverie.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_249_mlyss_ambienceSynesthesia#6
-logo: logo_rhine
-fallback_name: char_249_mlyss_ambienceSynesthesia#6
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
   zh-CN: 漫步于黄金之梦 · 缪尔赛思
   en-US: Golden Reverie / Muelsyse
-use_json: false
 official_id: "202504900"
diff --git a/packages/operator/config/muelsyse_young_branch.yaml b/packages/operator/config/muelsyse_young_branch.yaml
index bad2010..fdda0df 100644
--- a/packages/operator/config/muelsyse_young_branch.yaml
+++ b/packages/operator/config/muelsyse_young_branch.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_249_mlyss_boc#8
-logo: logo_rhine
-fallback_name: char_249_mlyss_boc#8
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 新枝 · 缪尔赛思
     en-US: Young Branch / Muelsyse
-use_json: false
 official_id: '202404090'
diff --git a/packages/operator/config/mwynar_w_dali.yaml b/packages/operator/config/mwynar_w_dali.yaml
index 9a0a07f..8105c14 100644
--- a/packages/operator/config/mwynar_w_dali.yaml
+++ b/packages/operator/config/mwynar_w_dali.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4064_mlynar_epoque#28
-logo: logo_kazimierz
-fallback_name: char_4064_mlynar_epoque#28
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 远路 · 玛恩纳
     en-US: W Dali / Młynar
-use_json: false
 official_id: '202310850'
diff --git a/packages/operator/config/nearl.yaml b/packages/operator/config/nearl.yaml
index 20bfd7e..468a385 100644
--- a/packages/operator/config/nearl.yaml
+++ b/packages/operator/config/nearl.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1014_nearl2
-logo: logo_kazimierz
-fallback_name: char_1014_nearl2_2
-viewport_left: 2
-viewport_right: 3
-viewport_top: 10
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 耀骑士临光
     en-US: Nearl the Radiant Knight
-use_json: false
 official_id: '20220304'
diff --git a/packages/operator/config/nearl_relight.yaml b/packages/operator/config/nearl_relight.yaml
index 1467b40..b6a1851 100644
--- a/packages/operator/config/nearl_relight.yaml
+++ b/packages/operator/config/nearl_relight.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1014_nearl2_epoque#17
-logo: logo_kazimierz
-fallback_name: char_1014_nearl2_epoque#17
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 复现荣光 · 耀骑士临光
-    en-US: Relight / Nearl
-use_json: false
+    en-US: Relight / Nearl the Radiant Knight
 official_id: '202210623'
diff --git a/packages/operator/config/nian.yaml b/packages/operator/config/nian.yaml
index bf598e4..b76a31b 100644
--- a/packages/operator/config/nian.yaml
+++ b/packages/operator/config/nian.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2014_nian
-logo: logo_sui
-fallback_name: char_2014_nian_2
-viewport_left: 2
-viewport_right: 2
-viewport_top: 3
-viewport_bottom: 5
-invert_filter: true
 codename:
     zh-CN: 年
     en-US: Nian
-use_json: false
 official_id: '202203231'
diff --git a/packages/operator/config/nian_thunderbolt_director.yaml b/packages/operator/config/nian_thunderbolt_director.yaml
index 0152502..11fdb78 100644
--- a/packages/operator/config/nian_thunderbolt_director.yaml
+++ b/packages/operator/config/nian_thunderbolt_director.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2014_nian_cfa#1
-logo: logo_sui
-fallback_name: char_2014_nian_cfa#1
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 霹雳导演 · 年
     en-US: Thunderbolt Director / Nian
-use_json: false
 official_id: '202412491'
diff --git a/packages/operator/config/nian_unfettered_freedom.yaml b/packages/operator/config/nian_unfettered_freedom.yaml
index 9a654e5..d411fb4 100644
--- a/packages/operator/config/nian_unfettered_freedom.yaml
+++ b/packages/operator/config/nian_unfettered_freedom.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2014_nian_nian#4
-logo: logo_sui
-fallback_name: char_2014_nian_nian#4
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 乐逍遥 · 年
     en-US: Unfettered Freedom / Nian
-use_json: false
 official_id: '20220362'
diff --git a/packages/operator/config/nightingale_iakhu_of_flows.yaml b/packages/operator/config/nightingale_iakhu_of_flows.yaml
index cf8a0e1..7b78dad 100644
--- a/packages/operator/config/nightingale_iakhu_of_flows.yaml
+++ b/packages/operator/config/nightingale_iakhu_of_flows.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_179_cgbird_sightseer#1
-logo: logo_followers
-fallback_name: char_179_cgbird_sightseer#1
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 流辉 · 夜莺
     en-US: Iakhu of Flows / Nightingale
-use_json: false
 official_id: '202407435'
diff --git a/packages/operator/config/passager_dream_in_a_moment.yaml b/packages/operator/config/passager_dream_in_a_moment.yaml
deleted file mode 100644
index 4f4e423..0000000
--- a/packages/operator/config/passager_dream_in_a_moment.yaml
+++ /dev/null
@@ -1,13 +0,0 @@
-filename: dyn_illust_char_472_pasngr_epoque#17
-logo: logo_sargon
-fallback_name: char_472_pasngr_epoque#17
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
-codename:
-    zh-CN: 今昔须臾之梦 · 异客
-    en-US: Dream in a Moment / Passager
-use_json: false
-official_id: '202210664'
diff --git a/packages/operator/config/passenger_dream_in_a_moment.yaml b/packages/operator/config/passenger_dream_in_a_moment.yaml
new file mode 100644
index 0000000..5c1e8b7
--- /dev/null
+++ b/packages/operator/config/passenger_dream_in_a_moment.yaml
@@ -0,0 +1,4 @@
+codename:
+    zh-CN: 今昔须臾之梦 · 异客
+    en-US: Dream in a Moment / Passenger
+official_id: '202210664'
diff --git a/packages/operator/config/pepe.yaml b/packages/operator/config/pepe.yaml
index 878dd10..549c35c 100644
--- a/packages/operator/config/pepe.yaml
+++ b/packages/operator/config/pepe.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4058_pepe
-logo: logo_sargon
-fallback_name: char_4058_pepe_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 佩佩
     en-US: Pepe
-use_json: true
 official_id: '202407013'
diff --git a/packages/operator/config/phantom_focus.yaml b/packages/operator/config/phantom_focus.yaml
new file mode 100644
index 0000000..4ac1091
--- /dev/null
+++ b/packages/operator/config/phantom_focus.yaml
@@ -0,0 +1,4 @@
+codename:
+    zh-CN: 焦点 · 傀影
+    en-US: Focus / Phantom
+official_id: '202203222'
diff --git a/packages/operator/config/phatom_focus.yaml b/packages/operator/config/phatom_focus.yaml
deleted file mode 100644
index 3344737..0000000
--- a/packages/operator/config/phatom_focus.yaml
+++ /dev/null
@@ -1,13 +0,0 @@
-filename: dyn_illust_char_250_phatom_sale#4
-logo: logo_victoria
-fallback_name: char_250_phatom_sale#4
-viewport_left: 0
-viewport_right: 0
-viewport_top: 5
-viewport_bottom: 1
-invert_filter: true
-codename:
-    zh-CN: 焦点 · 傀影
-    en-US: Focus / Phatom
-use_json: false
-official_id: '202203222'
diff --git a/packages/operator/config/pozemka_snowy_plains_in_words.yaml b/packages/operator/config/pozemka_snowy_plains_in_words.yaml
index 92c56b6..f69328f 100644
--- a/packages/operator/config/pozemka_snowy_plains_in_words.yaml
+++ b/packages/operator/config/pozemka_snowy_plains_in_words.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4055_bgsnow_wild#7
-logo: logo_rhodes_override
-fallback_name: char_4055_bgsnow_wild#7
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: false
 codename:
     zh-CN: 字句中的雪原 · 鸿雪
-    en-US: Snowy Plains in Words / Позёмка
-use_json: false
+    en-US: Snowy Plains in Words / Позёмка/Pozemka
 official_id: '202302698'
diff --git a/packages/operator/config/reed_the_frame_shadow_curator.yaml b/packages/operator/config/reed_the_frame_shadow_curator.yaml
index dced695..53e9735 100644
--- a/packages/operator/config/reed_the_frame_shadow_curator.yaml
+++ b/packages/operator/config/reed_the_frame_shadow_curator.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1020_reed2_epoque#30
-logo: logo_dublinn
-fallback_name: char_1020_reed2_epoque#30
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 博物 · 焰影苇草
     en-US: Curator / Reed The Flame Shadow
-use_json: false
 official_id: '202401871'
diff --git a/packages/operator/config/reed_the_frame_shadow_summer_flower.yaml b/packages/operator/config/reed_the_frame_shadow_summer_flower.yaml
index ec43545..a965b22 100644
--- a/packages/operator/config/reed_the_frame_shadow_summer_flower.yaml
+++ b/packages/operator/config/reed_the_frame_shadow_summer_flower.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1020_reed2_summer#17
-logo: logo_dublinn
-fallback_name: char_1020_reed2_summer#17
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 夏卉 FA075 · 焰影苇草
     en-US: Summer Flowers FA075 / Reed The Flame Shadow
-use_json: true
 official_id: '202407051'
diff --git a/packages/operator/config/rosmontis.yaml b/packages/operator/config/rosmontis.yaml
index 783383d..9e70e03 100644
--- a/packages/operator/config/rosmontis.yaml
+++ b/packages/operator/config/rosmontis.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_391_rosmon
-logo: logo_elite
-fallback_name: char_391_rosmon_2
-viewport_left: 0
-viewport_right: -14
-viewport_top: -38
-viewport_bottom: -1
-invert_filter: true
 codename:
     zh-CN: 迷迭香
     en-US: Rosmontis
-use_json: false
 official_id: '20220378'
diff --git a/packages/operator/config/rosmontis_become_anew.yaml b/packages/operator/config/rosmontis_become_anew.yaml
index 9359264..f0d334c 100644
--- a/packages/operator/config/rosmontis_become_anew.yaml
+++ b/packages/operator/config/rosmontis_become_anew.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_391_rosmon_epoque#17
-logo: logo_elite
-fallback_name: char_391_rosmon_epoque#17
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 拥抱新生 · 迷迭香
     en-US: Become Anew / Rosmontis
-use_json: false
 official_id: '202210632'
diff --git a/packages/operator/config/shu.yaml b/packages/operator/config/shu.yaml
index ba0efae..6c23773 100644
--- a/packages/operator/config/shu.yaml
+++ b/packages/operator/config/shu.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2025_shu
-logo: logo_sui
-fallback_name: char_2025_shu_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 黍
     en-US: Shu
-use_json: false
 official_id: '202401025'
diff --git a/packages/operator/config/shu_spring_feast.yaml b/packages/operator/config/shu_spring_feast.yaml
index 838169f..1857e03 100644
--- a/packages/operator/config/shu_spring_feast.yaml
+++ b/packages/operator/config/shu_spring_feast.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2025_shu_nian#11
-logo: logo_sui
-fallback_name: char_2025_shu_nian#11
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 春日宴 · 黍
     en-US: Spring Feast / Shu
-use_json: false
 official_id: '202501936'
diff --git a/packages/operator/config/silverash_never_melting_ice.yaml b/packages/operator/config/silverash_never_melting_ice.yaml
index 63d488b..06365a1 100644
--- a/packages/operator/config/silverash_never_melting_ice.yaml
+++ b/packages/operator/config/silverash_never_melting_ice.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_172_svrash_ambienceSynesthesia#4
-logo: logo_kjerag
-fallback_name: char_172_svrash_ambienceSynesthesia#4
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 不融冰 · 银灰
     en-US: Never-Melting Ice / SilverAsh
-use_json: false
 official_id: '202404066'
diff --git a/packages/operator/config/skadi.yaml b/packages/operator/config/skadi.yaml
index 2639869..5e874a0 100644
--- a/packages/operator/config/skadi.yaml
+++ b/packages/operator/config/skadi.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1012_skadi2
-logo: logo_egir
-fallback_name: char_1012_skadi2_2
-viewport_left: -5
-viewport_right: -10
-viewport_top: 0
-viewport_bottom: -12
-invert_filter: true
 codename:
     zh-CN: 浊心斯卡蒂
     en-US: Skadi the Corrupting Heart
-use_json: false
 official_id: '20220396'
diff --git a/packages/operator/config/skadi_sublimation.yaml b/packages/operator/config/skadi_sublimation.yaml
index 96188fb..8a4768a 100644
--- a/packages/operator/config/skadi_sublimation.yaml
+++ b/packages/operator/config/skadi_sublimation.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1012_skadi2_boc#4
-logo: logo_egir
-fallback_name: char_1012_skadi2_boc#4
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 升华 · 浊心斯卡蒂
     en-US: Sublimation / Skadi the Corrupting Heart
-use_json: false
 official_id: '202204205'
diff --git a/packages/operator/config/skadi_the_corrupting_heart_red_countess.yaml b/packages/operator/config/skadi_the_corrupting_heart_red_countess.yaml
index 28a4984..757cd99 100644
--- a/packages/operator/config/skadi_the_corrupting_heart_red_countess.yaml
+++ b/packages/operator/config/skadi_the_corrupting_heart_red_countess.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1012_skadi2_iteration#2
-logo: logo_egir
-fallback_name: char_1012_skadi2_iteration#2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 红女爵 · 浊心斯卡蒂
     en-US: Red Countess / Skadi the Corrupting Heart
-use_json: false
 official_id: '202404008'
diff --git a/packages/operator/config/specter.yaml b/packages/operator/config/specter.yaml
index a7b16f9..f216338 100644
--- a/packages/operator/config/specter.yaml
+++ b/packages/operator/config/specter.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1023_ghost2
-logo: logo_abyssal
-fallback_name: char_1023_ghost2_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 归溟幽灵鲨
     en-US: Specter the Unchained
-use_json: false
 official_id: '202204284'
diff --git a/packages/operator/config/specter_born_as_one.yaml b/packages/operator/config/specter_born_as_one.yaml
index d61ceb1..bb30847 100644
--- a/packages/operator/config/specter_born_as_one.yaml
+++ b/packages/operator/config/specter_born_as_one.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1023_ghost2_boc#6
-logo: logo_abyssal
-fallback_name: char_1023_ghost2_boc#6
-viewport_left: -1
-viewport_right: 1
-viewport_top: 0
-viewport_bottom: 1
-invert_filter: true
 codename:
     zh-CN: 生而为一 · 归溟幽灵鲨
     en-US: Born as One / Specter the Unchained
-use_json: false
 official_id: '202304670'
diff --git a/packages/operator/config/surtr_colorful_wonderland.yaml b/packages/operator/config/surtr_colorful_wonderland.yaml
index aa2a3aa..222d1f3 100644
--- a/packages/operator/config/surtr_colorful_wonderland.yaml
+++ b/packages/operator/config/surtr_colorful_wonderland.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_350_surtr_summer#9
-logo: logo_rhodes_override
-fallback_name: char_350_surtr_summer#9
-viewport_left: 0
-viewport_right: 6
-viewport_top: 1
-viewport_bottom: 0
-invert_filter: false
 codename:
     zh-CN: 缤纷奇境 CW03 · 史尔特尔
     en-US: Colorful Wonderland CW03 / Surtr
-use_json: false
 official_id: '202208297'
diff --git a/packages/operator/config/texas_the_omertosa.yaml b/packages/operator/config/texas_the_omertosa.yaml
index 3253160..466b9b6 100644
--- a/packages/operator/config/texas_the_omertosa.yaml
+++ b/packages/operator/config/texas_the_omertosa.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1028_texas2
-logo: logo_penguin
-fallback_name: char_1028_texas2_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 缄默德克萨斯
     en-US: Texas the Omertosa
-use_json: false
 official_id: '202210210'
diff --git a/packages/operator/config/texas_the_omertosa_il_se_de_no.yaml b/packages/operator/config/texas_the_omertosa_il_se_de_no.yaml
index 02351d6..ab31330 100644
--- a/packages/operator/config/texas_the_omertosa_il_se_de_no.yaml
+++ b/packages/operator/config/texas_the_omertosa_il_se_de_no.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1028_texas2_epoque#36
-logo: logo_penguin
-fallback_name: char_1028_texas2_epoque#36
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 幽兰秘辛 · 缄默德克萨斯
     en-US: Il Segreto Della Notte / Texas the Omertosa
-use_json: false
 official_id: '202410409'
diff --git a/packages/operator/config/texas_the_omertosa_wingbreaker.yaml b/packages/operator/config/texas_the_omertosa_wingbreaker.yaml
index 42907cd..685edb5 100644
--- a/packages/operator/config/texas_the_omertosa_wingbreaker.yaml
+++ b/packages/operator/config/texas_the_omertosa_wingbreaker.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1028_texas2_iteration#1
-logo: logo_penguin
-fallback_name: char_1028_texas2_iteration#1
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 破翼者 · 缄默德克萨斯
     en-US: Wingbreaker / Texas the Omertosa
-use_json: false
 official_id: '202310899'
diff --git a/packages/operator/config/virtuosa.yaml b/packages/operator/config/virtuosa.yaml
index fffc7a8..6df9219 100644
--- a/packages/operator/config/virtuosa.yaml
+++ b/packages/operator/config/virtuosa.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_245_cello
-logo: logo_Laterano
-fallback_name: char_245_cello_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 塑心
     en-US: Virtuosa
-use_json: false
 official_id: '202310848'
diff --git a/packages/operator/config/virtuosa_diversity_oneness.yaml b/packages/operator/config/virtuosa_diversity_oneness.yaml
index 56be7e6..792d70d 100644
--- a/packages/operator/config/virtuosa_diversity_oneness.yaml
+++ b/packages/operator/config/virtuosa_diversity_oneness.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_245_cello_sale#12
-logo: logo_Laterano
-fallback_name: char_245_cello_sale#12
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 无我唯识 · 塑心
     en-US: Diversity Oneness / Virtuosa
-use_json: false
 official_id: '202410467'
diff --git a/packages/operator/config/w.yaml b/packages/operator/config/w.yaml
index 311a3c5..408fe3c 100644
--- a/packages/operator/config/w.yaml
+++ b/packages/operator/config/w.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_113_cqbw
-logo: logo_babel
-fallback_name: char_113_cqbw_2
-viewport_left: 3
-viewport_right: -3
-viewport_top: 0
-viewport_bottom: 1
-invert_filter: true
 codename:
     zh-CN: W
     en-US: W
-use_json: false
 official_id: '20220319'
diff --git a/packages/operator/config/w_wonder.yaml b/packages/operator/config/w_wonder.yaml
index cd1e10b..93391f0 100644
--- a/packages/operator/config/w_wonder.yaml
+++ b/packages/operator/config/w_wonder.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_113_cqbw_epoque#7
-logo: logo_babel
-fallback_name: char_113_cqbw_epoque#7
-viewport_left: 0
-viewport_right: 0
-viewport_top: 1
-viewport_bottom: -4
-invert_filter: true
 codename:
     zh-CN: 恍惚 · W
     en-US: Wonder / W
-use_json: false
 official_id: '202206246'
diff --git a/packages/operator/config/wisadel.yaml b/packages/operator/config/wisadel.yaml
index 4adc8e0..76d32f1 100644
--- a/packages/operator/config/wisadel.yaml
+++ b/packages/operator/config/wisadel.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1035_wisdel
-logo: logo_babel
-fallback_name: char_1035_wisdel_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 维什戴尔
     en-US: Wisadel
-use_json: false
 official_id: '202404049'
diff --git a/packages/operator/config/wisadel_supernova.yaml b/packages/operator/config/wisadel_supernova.yaml
index f241be4..58df56c 100644
--- a/packages/operator/config/wisadel_supernova.yaml
+++ b/packages/operator/config/wisadel_supernova.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_1035_wisdel_sale#14
-logo: logo_babel
-fallback_name: char_1035_wisdel_sale#14
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 超新星 · 维什戴尔
     en-US: Supernova / Wisadel
-use_json: false
 official_id: '202504974'
diff --git a/packages/operator/config/yu.yaml b/packages/operator/config/yu.yaml
index 14d3117..07ea32e 100644
--- a/packages/operator/config/yu.yaml
+++ b/packages/operator/config/yu.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_2026_yu
-logo: logo_sui
-fallback_name: char_2026_yu_2
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 余
     en-US: Yu
-use_json: false
 official_id: '202501414'
diff --git a/packages/operator/config/zuole_youthful_journey.yaml b/packages/operator/config/zuole_youthful_journey.yaml
index 8de8c2c..cd56983 100644
--- a/packages/operator/config/zuole_youthful_journey.yaml
+++ b/packages/operator/config/zuole_youthful_journey.yaml
@@ -1,13 +1,4 @@
-filename: dyn_illust_char_4121_zuole_nian#11
-logo: logo_yan
-fallback_name: char_4121_zuole_nian#11
-viewport_left: 0
-viewport_right: 0
-viewport_top: 0
-viewport_bottom: 0
-invert_filter: true
 codename:
     zh-CN: 少年游 · 左乐
     en-US: Youthful Journey / Zuo Le
-use_json: false
 official_id: '202501927'
diff --git a/packages/operator/index.ts b/packages/operator/index.ts
index dc428c6..faa37b9 100644
--- a/packages/operator/index.ts
+++ b/packages/operator/index.ts
@@ -1,9 +1,24 @@
 import path from 'node:path'
-import { stringify } from 'yaml'
 import { yaml, file, alphaComposite } from '@aklive2d/libs'
 import config from '@aklive2d/config'
 import { mapping as officialInfoMapping } from '@aklive2d/official-info'
-import type { Config, PortraitHub, PortraitJson, AssetsJson } from './types.ts'
+import type {
+    Config,
+    AssetsJson,
+    CharacterTableJson,
+    SkinTableJson,
+} from './types.ts'
+import {
+    findLogo,
+    findSkinEntry,
+    findSkel,
+    getActualFilename,
+} from './libs/utils.ts'
+
+export const AUTO_UPDATE_FOLDER = path.resolve(
+    import.meta.dirname,
+    config.dir_name.auto_update
+)
 
 export const CONFIG_PATH = path.resolve(
     import.meta.dirname,
@@ -14,78 +29,16 @@ export const OPERATOR_SOURCE_FOLDER = path.resolve(
     import.meta.dirname,
     config.dir_name.data
 )
-const DIST_DIR = path.join(import.meta.dirname, config.dir_name.dist)
-
-const getVoiceFolders = (name: string) => {
-    return config.dir_name.voice.sub.map((sub) =>
-        path.join(
-            OPERATOR_SOURCE_FOLDER,
-            name,
-            config.dir_name.voice.main,
-            sub.name
-        )
-    )
-}
-
-const getExtractedFolder = (name: string) => {
-    return path.join(OPERATOR_SOURCE_FOLDER, name, config.dir_name.extracted)
-}
-
-const getConfigFolder = () => {
-    return path.join(import.meta.dirname, config.module.operator.config)
-}
-
-const getDistFolder = (name: string) => {
-    return path.join(DIST_DIR, config.module.operator.operator, name)
-}
+export const DIST_DIR = path.join(import.meta.dirname, config.dir_name.dist)
+export const CONFIG_FOLDER = path.resolve(
+    import.meta.dirname,
+    config.module.operator.config
+)
 
 export const has = (name: string) => {
     return Object.keys(operators).includes(name)
 }
 
-const generateMapping = () => {
-    if (officialInfoMapping) {
-        for (const [operatorName, operator] of Object.entries(CONFIG)) {
-            const operatorInfo = officialInfoMapping[operator.official_id]
-            // add title
-            operator.title = `${config.module.operator.title['en-US']}${operator.codename['en-US']} - ${config.module.operator.title['zh-CN']}${operator.codename['zh-CN']}`
-            // add type
-            operator.type = operatorInfo.type
-
-            // add link
-            operator.link = operatorName
-
-            // id
-            operator.id = getOperatorId(operator.filename).replace(
-                /^(char_)(\d+)(_.+)$/g,
-                '$2'
-            )
-
-            operator.date = operatorInfo.date
-        }
-    }
-
-    return CONFIG
-}
-
-const copyVoices = (name: string) => {
-    file.symlinkAll(
-        path.join(OPERATOR_SOURCE_FOLDER, name, config.dir_name.voice.main),
-        path.join(DIST_DIR, config.dir_name.voice.main, name)
-    )
-}
-
-const copyLogos = () => {
-    file.symlink(
-        path.join(OPERATOR_SOURCE_FOLDER, config.module.operator.logos_assets),
-        path.join(DIST_DIR, config.module.operator.logos)
-    )
-}
-
-const operators = generateMapping()
-
-export default operators
-
 export function getOperatorId(name: string, matcher = '$2$3$4') {
     return name.replace(/^(.*)(char_[\d]+)(_[A-Za-z0-9]+)(|_.*)$/g, matcher)
 }
@@ -94,125 +47,28 @@ export const getOperatorAlternativeId = (id: string) => {
     return getOperatorId(id, '$2$3')
 }
 
-export const build = async (namesToBuild: string[]) => {
-    const names = !namesToBuild.length ? Object.keys(operators) : namesToBuild
-    console.log('Generating assets for', names.length, 'operators')
-    for (const name of names) {
-        await generateAssets(name)
-        copyVoices(name)
-    }
-    copyLogos()
-}
-
-const generateAssets = async (name: string) => {
-    const extractedDir = getExtractedFolder(name)
-    const outDir = getDistFolder(name)
-    file.rmdir(outDir)
-    file.mkdir(outDir)
-
-    const fallback_name = operators[name].fallback_name
-    const fallbackFilename = `${fallback_name}.png`
-    const alphaCompositeFilename = `${path.parse(fallbackFilename).name}[alpha].png`
-    if (file.exists(path.join(extractedDir, alphaCompositeFilename))) {
-        const fallbackBuffer = await alphaComposite.process(
-            fallbackFilename,
-            alphaCompositeFilename,
-            extractedDir
-        )
-        file.writeSync(
-            fallbackBuffer,
-            path.join(getDistFolder(name), fallbackFilename)
-        )
-    } else {
-        await file.copy(
-            path.join(extractedDir, fallbackFilename),
-            path.join(getDistFolder(name), fallbackFilename)
-        )
-    }
-
-    // generate portrait
-    const portraitDir = path.join(
-        OPERATOR_SOURCE_FOLDER,
-        config.module.operator.portraits
-    )
-    const portraitHubContent = file.readSync(
-        path.join(
-            portraitDir,
-            config.module.operator.MonoBehaviour,
-            'portrait_hub.json'
-        )
-    )
-    if (!portraitHubContent) throw new Error('portrait_hub.json not found')
-    const portraitHub: PortraitHub = JSON.parse(portraitHubContent)
-    const fallback_name_lowerCase = fallback_name.toLowerCase()
-    const portraitItem = portraitHub._sprites.find(
-        (item) => item.name.toLowerCase() === fallback_name_lowerCase
-    )
-    if (!portraitItem) throw new Error(`portrait ${fallback_name} not found`)
-    const portraitAtlas = portraitItem.atlas
-    const portraitJsonText = file.readSync(
-        path.join(
-            portraitDir,
-            config.module.operator.MonoBehaviour,
-            `portraits#${portraitAtlas}.json`
-        )
-    )
-    if (!portraitJsonText)
-        throw new Error(`portrait ${fallback_name} json not found`)
-    const portraitJson: PortraitJson = JSON.parse(portraitJsonText)
-    const item = portraitJson._sprites.find(
-        (item) => item.name.toLowerCase() === fallback_name_lowerCase
-    )
-    if (!item) throw new Error(`portrait ${fallback_name} not found`)
-    const rect = {
-        ...item.rect,
-        rotate: item.rotate,
-    }
-    const protraitFilename = `portraits#${portraitAtlas}.png`
-    const portraitBuffer = await alphaComposite.process(
-        protraitFilename,
-        `${path.parse(protraitFilename).name}a.png`,
-        path.join(portraitDir, config.module.operator.Texture2D)
-    )
-    const croppedBuffer = await alphaComposite.crop(portraitBuffer, rect)
-    file.writeSync(
-        croppedBuffer,
-        path.join(getDistFolder(name), `${fallback_name}_portrait.png`)
-    )
-
-    await generateAssetsJson(
-        operators[name].filename,
-        extractedDir,
-        getDistFolder(name),
-        {
-            useJSON: operators[name].use_json,
-        }
-    )
-}
-
 export const generateAssetsJson = async (
     filename: string,
     extractedDir: string,
     targetDir: string,
     _opts: {
-        useJSON?: boolean
         useSymLink?: boolean
     } = {
-        useJSON: false,
         useSymLink: true,
     }
 ) => {
     const assetsJson: AssetsJson = []
 
-    let skelFilename
-    if (_opts.useJSON) {
-        skelFilename = `${filename}.json`
-    } else {
-        skelFilename = `${filename}.skel`
-    }
+    /*
+     * Special Cases:
+     * - ines_melodic_flutter
+     */
+    filename = getActualFilename(filename, extractedDir)
+
+    const skelFilename = findSkel(filename, extractedDir)
     const atlasFilename = `${filename}.atlas`
     const atlasPath = path.join(extractedDir, atlasFilename)
-    let atlas = await file.read(atlasPath)
+    let atlas = file.readSync(atlasPath) as string
     const matches = atlas.match(new RegExp(/(.*).png/g))
     if (!matches)
         throw new Error(`No matches found in atlas file ${atlasFilename}`)
@@ -258,31 +114,82 @@ export const generateAssetsJson = async (
     })
 }
 
-export const init = (name: string, id: string) => {
-    const voiceFolders = getVoiceFolders(name)
-    const extractedFolder = getExtractedFolder(name)
-    const operatorConfigFolder = getConfigFolder()
-    const foldersToCreate = [extractedFolder, ...voiceFolders]
-
-    const template = yaml.read(
-        path.resolve(operatorConfigFolder, config.module.operator.template_yaml)
+const characterTable = (() => {
+    const character_table_json = path.resolve(
+        AUTO_UPDATE_FOLDER,
+        config.module.operator.character_table_json
     )
-    foldersToCreate.forEach((dir) => {
-        file.mkdir(dir)
-    })
-    const currentOpertor = officialInfoMapping[id]
-    if (currentOpertor === undefined) {
-        throw new Error('Invalid operator id')
+    const t = file.readSync(character_table_json, {
+        useAsPrefix: true,
+    }) as string
+    if (!t) throw new Error('character_table.json not found')
+    return JSON.parse(t) as CharacterTableJson
+})()
+
+export const skinTable = (() => {
+    const skinTable = path.resolve(
+        AUTO_UPDATE_FOLDER,
+        config.module.operator.skin_table_json
+    )
+    const t = file.readSync(skinTable, {
+        useAsPrefix: true,
+    }) as string
+    if (!t) throw new Error('skin_table.json not found')
+    return JSON.parse(t) as SkinTableJson
+})()
+
+const generateMapping = () => {
+    if (officialInfoMapping) {
+        for (const [operatorName, operator] of Object.entries(CONFIG)) {
+            const operatorInfo = officialInfoMapping[operator.official_id]
+            const type = operatorInfo.type
+            const name =
+                type === 'skin'
+                    ? operatorInfo.codename['zh-CN'].split(' · ')[0]
+                    : operatorInfo.codename['en-US']
+            const skinEntry = findSkinEntry(skinTable, name, type)
+            operator.filename = skinEntry.dynIllustId.replace(/_2$/, '')
+            operator.fallback_name =
+                type === 'skin'
+                    ? skinEntry.skinId.replace(/@/, '_')
+                    : `${skinEntry.charId}_2`
+            // add title
+            operator.title = `${config.module.operator.title['en-US']}${operator.codename['en-US']} - ${config.module.operator.title['zh-CN']}${operator.codename['zh-CN']}`
+
+            // add type
+            operator.type = operatorInfo.type
+
+            // add link
+            operator.link = operatorName
+
+            // add default viewport
+            operator.viewport_left = 0
+            operator.viewport_right = 0
+            operator.viewport_top = 0
+            operator.viewport_bottom = 0
+
+            operator.voice_id = skinEntry.voiceId
+
+            const logo = findLogo(characterTable, skinEntry.charId)
+            operator.logo = logo.logo
+            operator.invert_filter = logo.invert_filter
+
+            operator.color =
+                skinEntry.displaySkin.colorList.find((e) => e !== '') || '#000'
+
+            // id
+            operator.id = getOperatorId(operator.filename).replace(
+                /^(char_)(\d+)(_.+)$/g,
+                '$2'
+            )
+
+            operator.date = operatorInfo.date
+        }
     }
-    template.official_id = currentOpertor.id
-    template.codename = currentOpertor.codename
 
-    file.writeSync(
-        stringify(template),
-        path.resolve(operatorConfigFolder, `${name}.yaml`)
-    )
-    file.appendSync(
-        `${name}: !include ${config.module.operator.config}/${name}.yaml\n`,
-        CONFIG_PATH
-    )
+    return CONFIG
 }
+
+const operators = generateMapping()
+
+export default operators
diff --git a/packages/operator/libs/builder.ts b/packages/operator/libs/builder.ts
new file mode 100644
index 0000000..f9cbbf4
--- /dev/null
+++ b/packages/operator/libs/builder.ts
@@ -0,0 +1,117 @@
+import path from 'node:path'
+import config from '@aklive2d/config'
+import { file, alphaComposite } from '@aklive2d/libs'
+import operators, {
+    DIST_DIR,
+    OPERATOR_SOURCE_FOLDER,
+    generateAssetsJson,
+} from '../index.ts'
+import { getExtractedFolder, getDistFolder } from './utils.ts'
+import type { PortraitHub, PortraitJson } from '../types.ts'
+
+export const build = async (namesToBuild: string[]) => {
+    const names = !namesToBuild.length ? Object.keys(operators) : namesToBuild
+    console.log('Generating assets for', names.length, 'operators')
+    for (const name of names) {
+        await generateAssets(name)
+        copyVoices(name)
+    }
+    copyLogos()
+}
+
+const copyVoices = (name: string) => {
+    file.symlinkAll(
+        path.join(OPERATOR_SOURCE_FOLDER, name, config.dir_name.voice.main),
+        path.join(DIST_DIR, config.dir_name.voice.main, name)
+    )
+}
+
+const copyLogos = () => {
+    file.symlink(
+        path.join(OPERATOR_SOURCE_FOLDER, config.module.operator.logos_assets),
+        path.join(DIST_DIR, config.module.operator.logos)
+    )
+}
+
+const generateAssets = async (name: string) => {
+    const extractedDir = getExtractedFolder(name)
+    const outDir = getDistFolder(name)
+    file.rmdir(outDir)
+    file.mkdir(outDir)
+
+    const fallback_name = operators[name].fallback_name
+    const fallbackFilename = `${fallback_name}.png`
+    const alphaCompositeFilename = `${path.parse(fallbackFilename).name}[alpha].png`
+    if (file.exists(path.join(extractedDir, alphaCompositeFilename))) {
+        const fallbackBuffer = await alphaComposite.process(
+            fallbackFilename,
+            alphaCompositeFilename,
+            extractedDir
+        )
+        file.writeSync(
+            fallbackBuffer,
+            path.join(getDistFolder(name), fallbackFilename)
+        )
+    } else {
+        await file.copy(
+            path.join(extractedDir, fallbackFilename),
+            path.join(getDistFolder(name), fallbackFilename)
+        )
+    }
+
+    // generate portrait
+    const portraitDir = path.join(
+        OPERATOR_SOURCE_FOLDER,
+        config.module.operator.portraits
+    )
+    const portraitHubContent = file.readSync(
+        path.join(
+            portraitDir,
+            config.module.operator.MonoBehaviour,
+            'portrait_hub.json'
+        )
+    ) as string
+    if (!portraitHubContent) throw new Error('portrait_hub.json not found')
+    const portraitHub: PortraitHub = JSON.parse(portraitHubContent)
+    const fallback_name_lowerCase = fallback_name.toLowerCase()
+    const portraitItem = portraitHub._sprites.find(
+        (item) => item.name.toLowerCase() === fallback_name_lowerCase
+    )
+    if (!portraitItem) throw new Error(`portrait ${fallback_name} not found`)
+    const portraitAtlas = portraitItem.atlas
+    const portraitJsonText = file.readSync(
+        path.join(
+            portraitDir,
+            config.module.operator.MonoBehaviour,
+            `portraits#${portraitAtlas}.json`
+        )
+    ) as string
+    if (!portraitJsonText)
+        throw new Error(`portrait ${fallback_name} json not found`)
+    const portraitJson: PortraitJson = JSON.parse(portraitJsonText)
+    const item = portraitJson._sprites.find(
+        (item) => item.name.toLowerCase() === fallback_name_lowerCase
+    )
+    if (!item) throw new Error(`portrait ${fallback_name} not found`)
+    const rect = {
+        ...item.rect,
+        rotate: item.rotate,
+    }
+    const protraitFilename = `portraits#${portraitAtlas}.png`
+    const portraitBuffer = await alphaComposite.process(
+        protraitFilename,
+        `${path.parse(protraitFilename).name}a.png`,
+        path.join(portraitDir, config.module.operator.Texture2D)
+    )
+    const croppedBuffer = await alphaComposite.crop(portraitBuffer, rect)
+    file.writeSync(
+        croppedBuffer,
+        path.join(getDistFolder(name), `${fallback_name}_portrait.png`)
+    )
+
+    await generateAssetsJson(
+        operators[name].filename,
+        extractedDir,
+        getDistFolder(name)
+    )
+}
diff --git a/packages/operator/libs/initer.ts b/packages/operator/libs/initer.ts
new file mode 100644
index 0000000..4568e7b
--- /dev/null
+++ b/packages/operator/libs/initer.ts
@@ -0,0 +1,55 @@
+import path from 'node:path'
+import { stringify } from 'yaml'
+import { yaml, file } from '@aklive2d/libs'
+import config from '@aklive2d/config'
+import { mapping as officialInfoMapping } from '@aklive2d/official-info'
+import { CONFIG_PATH, skinTable, CONFIG_FOLDER } from '../index.ts'
+import {
+    getVoiceFolders,
+    getExtractedFolder,
+    findSkinEntry,
+    findCodename,
+} from './utils.ts'
+
+export const init = (name: string, id: string) => {
+    const voiceFolders = getVoiceFolders(name)
+    const extractedFolder = getExtractedFolder(name)
+    const operatorConfigFolder = CONFIG_FOLDER
+    const foldersToCreate = [extractedFolder, ...voiceFolders]
+
+    const template = yaml.read(
+        path.resolve(operatorConfigFolder, config.module.operator.template_yaml)
+    )
+    foldersToCreate.forEach((dir) => {
+        file.mkdir(dir)
+    })
+    const currentOpertor = officialInfoMapping[id]
+    if (currentOpertor === undefined) {
+        throw new Error('Invalid operator id')
+    }
+    template.official_id = currentOpertor.id
+    try {
+        const entryName =
+            currentOpertor.type === 'skin'
+                ? currentOpertor.codename['zh-CN'].split(' · ')[0]
+                : currentOpertor.codename['en-US']
+        const skinEntry = findSkinEntry(
+            skinTable,
+            entryName,
+            currentOpertor.type
+        )
+        template.codename = findCodename(skinEntry, currentOpertor)
+    } catch (e: unknown) {
+        console.log(e as string)
+        template.codename = currentOpertor.codename
+    }
+
+    file.writeSync(
+        stringify(template),
+        path.resolve(operatorConfigFolder, `${name}.yaml`)
+    )
+    file.appendSync(
+        `${name}: !include ${config.module.operator.config}/${name}.yaml\n`,
+        CONFIG_PATH
+    )
+}
diff --git a/packages/operator/libs/updater.ts b/packages/operator/libs/updater.ts
new file mode 100644
index 0000000..39b09d1
--- /dev/null
+++ b/packages/operator/libs/updater.ts
@@ -0,0 +1,25 @@
+import path from 'node:path'
+import { githubDownload } from '@aklive2d/downloader'
+import config from '@aklive2d/config'
+import { AUTO_UPDATE_FOLDER } from '../index.ts'
+
+export const update = async () => {
+    const character_table_json = path.resolve(
+        AUTO_UPDATE_FOLDER,
+        config.module.operator.character_table_json
+    )
+    const skin_table_json = path.resolve(
+        AUTO_UPDATE_FOLDER,
+        config.module.operator.skin_table_json
+    )
+    await githubDownload(
+        `https://api.github.com/repos/Kengxxiao/ArknightsGameData/commits?path=zh_CN/gamedata/excel/character_table.json`,
+        `https://raw.githubusercontent.com/Kengxxiao/ArknightsGameData/master/zh_CN/gamedata/excel/character_table.json`,
+        character_table_json
+    )
+    await githubDownload(
+        `https://api.github.com/repos/Kengxxiao/ArknightsGameData/commits?path=zh_CN/gamedata/excel/skin_table.json`,
+        `https://raw.githubusercontent.com/Kengxxiao/ArknightsGameData/master/zh_CN/gamedata/excel/skin_table.json`,
+        skin_table_json
+    )
+}
diff --git a/packages/operator/libs/utils.ts b/packages/operator/libs/utils.ts
new file mode 100644
index 0000000..1863a10
--- /dev/null
+++ b/packages/operator/libs/utils.ts
@@ -0,0 +1,204 @@
+import path from 'node:path'
+import unidecode from 'unidecode'
+import config from '@aklive2d/config'
+import { DIST_DIR, OPERATOR_SOURCE_FOLDER } from '../index.ts'
+import { file } from '@aklive2d/libs'
+import {
+    CharacterTableJson,
+    SkinTableJson,
+    OperatorEntryType,
+    SkinTableJsonCharSkinEntry,
+    Codename,
+} from '../types.ts'
+import type { OfficialInfoOperatorConfig } from '@aklive2d/official-info/types'
+
+export const getExtractedFolder = (name: string) => {
+    return path.join(OPERATOR_SOURCE_FOLDER, name, config.dir_name.extracted)
+}
+
+export const getDistFolder = (name: string) => {
+    return path.join(DIST_DIR, config.module.operator.operator, name)
+}
+
+export const getVoiceFolders = (name: string) => {
+    return config.dir_name.voice.sub.map((sub) =>
+        path.join(
+            OPERATOR_SOURCE_FOLDER,
+            name,
+            config.dir_name.voice.main,
+            sub.name
+        )
+    )
+}
+
+export const findLogo = (characterTable: CharacterTableJson, id: string) => {
+    const SEARCH_ORDER = ['teamId', 'groupId', 'nationId'] as const
+    let logo: string | null = null
+    const entry = characterTable[id]
+    if (!entry) throw new Error(`Character ${id} not found`)
+    for (const key of SEARCH_ORDER) {
+        logo = entry[key]
+        if (logo) break
+    }
+    if (logo === null) throw new Error(`Logo not found for character ${id}`)
+    let invert_filter = true
+    if (logo === 'rhodes') {
+        logo = 'rhodes_override'
+        invert_filter = false
+    }
+    logo = `logo_${logo}`
+    const logoFiles = file
+        .readdirSync(
+            path.resolve(
+                OPERATOR_SOURCE_FOLDER,
+                config.module.operator.logos_assets
+            )
+        )
+        .map((e) => {
+            const name = path.parse(e).name
+            return {
+                file: name,
+                name: name.toLowerCase(),
+            }
+        })
+    const logoFile = logoFiles.find((f) => f.name === logo)
+    if (!logoFile)
+        throw new Error(`Logo file not found for character ${id}, ${logo}`)
+    logo = logoFile.file
+
+    return {
+        logo,
+        invert_filter,
+    }
+}
+
+export const findSkinEntry = (
+    skinTableJson: SkinTableJson,
+    name: string,
+    type: OperatorEntryType
+) => {
+    const OVERWRITE_ENTRIES = {
+        WISADEL: "Wiš'adel",
+    } as const
+    type OverwriteKeys = keyof typeof OVERWRITE_ENTRIES
+
+    name = OVERWRITE_ENTRIES[name as OverwriteKeys] ?? name
+    const dynSkinEntries = Object.values(skinTableJson.charSkins).filter(
+        (entry) => entry.dynIllustId !== null
+    )
+    let entry: SkinTableJsonCharSkinEntry | undefined
+    if (type === 'operator') {
+        entry = dynSkinEntries.find(
+            (e) => e.displaySkin.modelName?.toLowerCase() === name.toLowerCase()
+        )
+    } else if (type === 'skin') {
+        entry = dynSkinEntries.find(
+            (e) => e.displaySkin.skinName?.toLowerCase() === name.toLowerCase()
+        )
+    } else {
+        throw new Error(`Invalid type: ${type}`)
+    }
+    if (!entry) throw new Error(`Skin entry not found for ${name}`)
+    return entry
+}
+
+/**
+ * Name from Official Info sometimes is incorrect, can only be used as a
+ * reference
+ * @param skinEntry
+ * @param officialInfo
+ * @returns
+ */
+export const findCodename = (
+    skinEntry: SkinTableJsonCharSkinEntry,
+    officialInfo: OfficialInfoOperatorConfig
+) => {
+    const UPPER_CASE_EXCEPTION_WORDS = [
+        'the',
+        'is',
+        'of',
+        'and',
+        'for',
+        'a',
+        'an',
+        'are',
+        'in',
+        'as',
+    ]
+    const codename: Codename = { 'zh-CN': '', 'en-US': '' }
+    const regexp = /[^(\w) ]/
+    let modelNameNormalized = skinEntry.displaySkin.modelName
+    const hasSpecialCharInModelName = regexp.test(
+        skinEntry.displaySkin.modelName
+    )
+    if (hasSpecialCharInModelName) {
+        modelNameNormalized = unidecode(modelNameNormalized).replace(regexp, '')
+        const modelNameArray = skinEntry.displaySkin.modelName.split(' ')
+        const modelNameNormalizedArray = modelNameNormalized.split(' ')
+        modelNameArray.forEach((word, index) => {
+            if (word !== modelNameNormalizedArray[index]) {
+                modelNameNormalizedArray[index] =
+                    `${word}/${modelNameNormalizedArray[index]}`
+            }
+        })
+        modelNameNormalized = modelNameNormalizedArray.join(' ')
+    }
+    if (skinEntry.displaySkin.skinName) {
+        let engSkinName = officialInfo.codename['en-US']
+        const engkinNameArray = engSkinName.split(' ')
+        engkinNameArray.forEach((word, index) => {
+            if (/^[a-zA-Z]+$/.test(word)) {
+                word = word.toLowerCase()
+                if (UPPER_CASE_EXCEPTION_WORDS.includes(word)) {
+                    engkinNameArray[index] = word
+                } else {
+                    engkinNameArray[index] =
+                        word[0].toUpperCase() + word.slice(1)
+                }
+            }
+        })
+        engSkinName = engkinNameArray.join(' ')
+        codename['zh-CN'] = officialInfo.codename['zh-CN'].replace(/ +$/, '')
+        codename['en-US'] = `${engSkinName} / ${modelNameNormalized}`
+    } else {
+        codename['zh-CN'] = officialInfo.codename['zh-CN'].replace(/ +$/, '')
+        codename['en-US'] = modelNameNormalized
+    }
+    return codename
+}
+
+export const getActualFilename = (filename: string, dir: string) => {
+    const files = file.readdirSync(dir)
+    const actualFilename = files.find((e) => {
+        const name = path.parse(e).name
+        return filename.startsWith(name) && !name.endsWith('_Start')
+    })
+    return actualFilename ? path.parse(actualFilename).name : filename
+}
+
+export const findSkel = (name: string, dir: string) => {
+    const files = file.readdirSync(dir)
+    const skel = files.find((e) => {
+        const actualName = path.parse(e)
+        return (
+            name.startsWith(actualName.name) &&
+            !actualName.name.endsWith('_Start') &&
+            actualName.ext === '.skel'
+        )
+    })
+    const json = files.find((e) => {
+        const actualName = path.parse(e)
+        return (
+            name.startsWith(actualName.name) &&
+            !actualName.name.endsWith('_Start') &&
+            actualName.ext === '.json'
+        )
+    })
+    if (skel) {
+        return skel
+    } else if (json) {
+        return json
+    } else {
+        throw new Error('No skel or json file found')
+    }
+}
diff --git a/packages/operator/package.json b/packages/operator/package.json
index 91686a1..1327911 100644
--- a/packages/operator/package.json
+++ b/packages/operator/package.json
@@ -5,12 +5,13 @@
     "main": "index.ts",
     "type": "module",
     "dependencies": {
-        "yaml": "^2.7.0",
-        "@aklive2d/libs": "workspace:*",
         "@aklive2d/config": "workspace:*",
-        "@aklive2d/official-info": "workspace:*",
         "@aklive2d/eslint-config": "workspace:*",
-        "@aklive2d/prettier-config": "workspace:*"
+        "@aklive2d/libs": "workspace:*",
+        "@aklive2d/official-info": "workspace:*",
+        "@aklive2d/prettier-config": "workspace:*",
+        "unidecode": "^1.1.0",
+        "yaml": "^2.7.0"
     },
     "peerDependencies": {
         "globals": ">=16.0.0",
@@ -18,9 +19,13 @@
         "typescript": ">=5.8.2"
     },
     "scripts": {
+        "update": "mode=update bun runner.ts",
         "build": "mode=build bun runner.ts",
         "init": "mode=init bun runner.ts",
         "lint": "eslint && prettier --check .",
         "build:cleanup": "rm -rf ./dist ./data"
+    },
+    "devDependencies": {
+        "@types/unidecode": "^1.1.0"
     }
 }
diff --git a/packages/operator/runner.ts b/packages/operator/runner.ts
index dc5877c..def66ed 100644
--- a/packages/operator/runner.ts
+++ b/packages/operator/runner.ts
@@ -1,5 +1,7 @@
 import { envParser } from '@aklive2d/libs'
-import { build, init } from './index.ts'
+import { init } from './libs/initer.ts'
+import { build } from './libs/builder.ts'
+import { update } from './libs/updater.ts'
 
 type Args = {
     mode: string
@@ -27,6 +29,9 @@ async function main() {
         case 'build':
             await build(name)
             break
+        case 'update':
+            await update()
+            break
         case 'init':
             if (!name.length) {
                 throw new Error('Please set the operator name.')
diff --git a/packages/operator/types.ts b/packages/operator/types.ts
index bf3c1d4..74efc2e 100644
--- a/packages/operator/types.ts
+++ b/packages/operator/types.ts
@@ -1,22 +1,26 @@
 export type Codename = { 'zh-CN': string; 'en-US': string }
 
+export type OperatorEntryType = 'operator' | 'skin'
+
 export interface OperatorConfig {
     filename: string
     logo: string
     fallback_name: string
-    viewport_left: number
+    viewport_left: number // should be default to 0 in the future
     viewport_right: number
     viewport_top: number
     viewport_bottom: number
     invert_filter: boolean
     codename: Codename
-    use_json: boolean
-    official_id: string
+    use_json: boolean // can be detected automatically
+    official_id: string // reverse lookup from official_update?
     title: string
-    type: 'operator' | 'skin'
+    type: OperatorEntryType
     link: string
-    id: string
+    id: string // used in directory
     date: string
+    voice_id: string | null
+    color: string
 }
 
 export type Config = {
@@ -91,3 +95,40 @@ export type AssetsJson = {
     path?: string
     content?: string | Buffer<ArrayBufferLike> | Buffer
 }[]
+
+/**
+ * Minimum type for character_table.json
+ * Implmented for:
+ *     - findLogo
+ */
+export type CharacterTableJson = {
+    [id: string]: {
+        name: string // operator chinese name
+        appellation: string // operator english name
+        nationId: string // class i logo classifier
+        groupId: string | null // class ii logo classifier
+        teamId: string | null // class iii logo classifier
+    }
+}
+
+/**
+ * Minimum type for skin_table.json
+ * Intended for:
+ *     - replacing OperatorConfig.filename
+ */
+export type SkinTableJsonCharSkinEntry = {
+    skinId: string
+    charId: string
+    dynIllustId: string // when replacing filename, remove suffix `_2`
+    voiceId: string | null // if null, use default voice
+    displaySkin: {
+        skinName: string | null // if null, not a skin
+        modelName: string
+        colorList: string[]
+    }
+}
+export type SkinTableJson = {
+    charSkins: {
+        [id: string]: SkinTableJsonCharSkinEntry
+    }
+}
diff --git a/packages/vite-helpers/index.ts b/packages/vite-helpers/index.ts
index c6d3001..3892dfd 100644
--- a/packages/vite-helpers/index.ts
+++ b/packages/vite-helpers/index.ts
@@ -4,6 +4,11 @@ import operators, {
     OPERATOR_SOURCE_FOLDER,
     generateAssetsJson,
 } from '@aklive2d/operator'
+import {
+    getExtractedFolder,
+    getActualFilename,
+    findSkel,
+} from '@aklive2d/operator/libs/utils'
 import type { OperatorConfig } from '@aklive2d/operator/types'
 import { DIST_DIR as ASSETS_DIST_DIR } from '@aklive2d/assets'
 import { file, env } from '@aklive2d/libs'
@@ -106,10 +111,14 @@ export const copyShowcaseData = (
             fn(source, target)
         }
     })
+    const filename = getActualFilename(
+        operators[name].filename,
+        getExtractedFolder(name)
+    )
     const buildConfig = {
         insight_id: config.insight.id,
         link: operators[name].link,
-        filename: operators[name].filename.replace(/#/g, '%23'),
+        filename: filename.replace(/#/g, '%23'),
         logo_filename: operators[name].logo,
         fallback_filename: operators[name].fallback_name.replace(/#/g, '%23'),
         viewport_left: operators[name].viewport_left,
@@ -126,7 +135,7 @@ export const copyShowcaseData = (
         voice_folders: config.dir_name.voice,
         music_folder: config.module.assets.music,
         music_mapping: musicMapping.musicFileMapping,
-        use_json: operators[name].use_json,
+        use_json: findSkel(filename, getExtractedFolder(name)).endsWith('json'),
         default_assets_dir: `${config.app.showcase.assets}/`,
         logo_dir:
             mode === 'build:directory'
@@ -190,6 +199,14 @@ export const copyDirectoryData = async ({
         Object.values(operators).reduce(
             (acc, cur) => {
                 const curD = cur as DirectoryOperatorConfig
+                curD.filename = getActualFilename(
+                    operators[curD.link].filename,
+                    getExtractedFolder(curD.link)
+                )
+                curD.use_json = findSkel(
+                    curD.filename,
+                    getExtractedFolder(curD.link)
+                ).endsWith('json')
                 const date = curD.date
 
                 curD.workshopId = null
@@ -200,7 +217,7 @@ export const copyDirectoryData = async ({
                         cur.link,
                         config.module.project_json.project_json
                     )
-                )
+                ) as string
                 if (!text) {
                     console.log(`No workshop id for ${cur.link}!`)
                 } else {