diff --git a/package.json b/package.json
index cb4ba25..c16ab33 100644
--- a/package.json
+++ b/package.json
@@ -40,6 +40,7 @@
     "@babel/preset-typescript": "^7.25.7",
     "@kevisual/ai-graph": "workspace:^",
     "@kevisual/ai-lang": "workspace:^",
+    "@supabase/supabase-js": "^2.45.4",
     "@types/semver": "^7.5.8",
     "archiver": "^7.0.1",
     "dayjs": "^1.11.13",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 19e48c6..38d82b4 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -38,6 +38,9 @@ importers:
       '@kevisual/ai-lang':
         specifier: workspace:^
         version: link:packages/ai-lang
+      '@supabase/supabase-js':
+        specifier: ^2.45.4
+        version: 2.45.4
       '@types/semver':
         specifier: ^7.5.8
         version: 7.5.8
@@ -1278,6 +1281,28 @@ packages:
   '@socket.io/component-emitter@3.1.2':
     resolution: {integrity: sha512-9BCxFwvbGg/RsZK9tjXd8s4UcwR0MWeFQ1XEKIQVVvAGJyINdrqKMcTRyLoK8Rse1GjzLV9cwjWV1olXRWEXVA==}
 
+  '@supabase/auth-js@2.65.0':
+    resolution: {integrity: sha512-+wboHfZufAE2Y612OsKeVP4rVOeGZzzMLD/Ac3HrTQkkY4qXNjI6Af9gtmxwccE5nFvTiF114FEbIQ1hRq5uUw==}
+
+  '@supabase/functions-js@2.4.1':
+    resolution: {integrity: sha512-8sZ2ibwHlf+WkHDUZJUXqqmPvWQ3UHN0W30behOJngVh/qHHekhJLCFbh0AjkE9/FqqXtf9eoVvmYgfCLk5tNA==}
+
+  '@supabase/node-fetch@2.6.15':
+    resolution: {integrity: sha512-1ibVeYUacxWYi9i0cf5efil6adJ9WRyZBLivgjs+AUpewx1F3xPi7gLgaASI2SmIQxPoCEjAsLAzKPgMJVgOUQ==}
+    engines: {node: 4.x || >=6.0.0}
+
+  '@supabase/postgrest-js@1.16.1':
+    resolution: {integrity: sha512-EOSEZFm5pPuCPGCmLF1VOCS78DfkSz600PBuvBND/IZmMciJ1pmsS3ss6TkB6UkuvTybYiBh7gKOYyxoEO3USA==}
+
+  '@supabase/realtime-js@2.10.2':
+    resolution: {integrity: sha512-qyCQaNg90HmJstsvr2aJNxK2zgoKh9ZZA8oqb7UT2LCh3mj9zpa3Iwu167AuyNxsxrUE8eEJ2yH6wLCij4EApA==}
+
+  '@supabase/storage-js@2.7.0':
+    resolution: {integrity: sha512-iZenEdO6Mx9iTR6T7wC7sk6KKsoDPLq8rdu5VRy7+JiT1i8fnqfcOr6mfF2Eaqky9VQzhP8zZKQYjzozB65Rig==}
+
+  '@supabase/supabase-js@2.45.4':
+    resolution: {integrity: sha512-E5p8/zOLaQ3a462MZnmnz03CrduA5ySH9hZyL03Y+QZLIOO4/Gs8Rdy4ZCKDHsN7x0xdanVEWWFN3pJFQr9/hg==}
+
   '@types/archiver@6.0.2':
     resolution: {integrity: sha512-KmROQqbQzKGuaAbmK+ZcytkJ51+YqDa7NmbXjmtC5YBLSyQYo21YaUnQ3HbaPFKL1ooo6RQ6OPYPIDyxfpDDXw==}
 
@@ -1329,6 +1354,9 @@ packages:
   '@types/node@22.7.4':
     resolution: {integrity: sha512-y+NPi1rFzDs1NdQHHToqeiX2TIS79SWEAw9GYhkkx8bD0ChpfqC+n2j5OXOCpzfojBEBt6DnEnnG9MY0zk1XLg==}
 
+  '@types/phoenix@1.6.5':
+    resolution: {integrity: sha512-xegpDuR+z0UqG9fwHqNoy3rI7JDlvaPh2TY47Fl80oq6g+hXT+c/LEuE43X48clZ6lOfANl5WrPur9fYO1RJ/w==}
+
   '@types/readdir-glob@1.1.5':
     resolution: {integrity: sha512-raiuEPUYqXu+nvtY2Pe8s8FEmZ3x5yAH4VkLdihcPdalvsHltomrRC9BzuStrJ9yk06470hS0Crw0f1pXqD+Hg==}
 
@@ -1356,6 +1384,9 @@ packages:
   '@types/whatwg-url@11.0.5':
     resolution: {integrity: sha512-coYR071JRaHa+xoEvvYqvnIHaVqaYrLPbsufM9BF63HkwI5Lgmy2QR8Q5K/lYDYo5AK82wOvSOS0UsLTpTG7uQ==}
 
+  '@types/ws@8.5.12':
+    resolution: {integrity: sha512-3tPRkv1EtkDpzlgyKyI8pGsGZAGPEaXeu0DOj5DI25Ja91bdAYddYHbADRYVrZMRbfW+1l5YwXVDKohDJNQxkQ==}
+
   '@webassemblyjs/ast@1.12.1':
     resolution: {integrity: sha512-EKfMUOPRRUTy5UII4qJDGPpqfwjOmZ5jeGFwid9mnoqIFK+e0vqoi1qH56JpmZSzEL53jKnNzScdmftJyG5xWg==}
 
@@ -4742,6 +4773,48 @@ snapshots:
 
   '@socket.io/component-emitter@3.1.2': {}
 
+  '@supabase/auth-js@2.65.0':
+    dependencies:
+      '@supabase/node-fetch': 2.6.15
+
+  '@supabase/functions-js@2.4.1':
+    dependencies:
+      '@supabase/node-fetch': 2.6.15
+
+  '@supabase/node-fetch@2.6.15':
+    dependencies:
+      whatwg-url: 5.0.0
+
+  '@supabase/postgrest-js@1.16.1':
+    dependencies:
+      '@supabase/node-fetch': 2.6.15
+
+  '@supabase/realtime-js@2.10.2':
+    dependencies:
+      '@supabase/node-fetch': 2.6.15
+      '@types/phoenix': 1.6.5
+      '@types/ws': 8.5.12
+      ws: 8.18.0
+    transitivePeerDependencies:
+      - bufferutil
+      - utf-8-validate
+
+  '@supabase/storage-js@2.7.0':
+    dependencies:
+      '@supabase/node-fetch': 2.6.15
+
+  '@supabase/supabase-js@2.45.4':
+    dependencies:
+      '@supabase/auth-js': 2.65.0
+      '@supabase/functions-js': 2.4.1
+      '@supabase/node-fetch': 2.6.15
+      '@supabase/postgrest-js': 1.16.1
+      '@supabase/realtime-js': 2.10.2
+      '@supabase/storage-js': 2.7.0
+    transitivePeerDependencies:
+      - bufferutil
+      - utf-8-validate
+
   '@types/archiver@6.0.2':
     dependencies:
       '@types/readdir-glob': 1.1.5
@@ -4797,6 +4870,8 @@ snapshots:
     dependencies:
       undici-types: 6.19.8
 
+  '@types/phoenix@1.6.5': {}
+
   '@types/readdir-glob@1.1.5':
     dependencies:
       '@types/node': 22.7.4
@@ -4819,6 +4894,10 @@ snapshots:
     dependencies:
       '@types/webidl-conversions': 7.0.3
 
+  '@types/ws@8.5.12':
+    dependencies:
+      '@types/node': 22.7.4
+
   '@webassemblyjs/ast@1.12.1':
     dependencies:
       '@webassemblyjs/helper-numbers': 1.11.6