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+[debug] [2026-02-18T11:41:02.773Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T11:41:02.774Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T11:41:02.774Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T11:41:02.774Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T11:41:02.782Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T11:41:02.782Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T11:41:03.470Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T11:41:03.470Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T11:41:03.471Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T11:41:03.471Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T11:41:03.483Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T11:41:03.483Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T11:41:03.484Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T11:41:03.484Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T12:08:15.283Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T12:08:15.285Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T12:08:15.285Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
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+[debug] [2026-02-18T12:08:15.292Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T12:08:15.724Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T12:08:15.725Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T12:08:15.726Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T12:08:15.726Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T12:08:15.727Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T12:08:15.727Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T12:08:15.727Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T12:08:15.727Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T13:46:32.892Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T13:46:32.893Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T13:46:32.894Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T13:46:32.894Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T13:46:32.900Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T13:46:32.900Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T13:46:33.376Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T13:46:33.376Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T13:46:33.377Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T13:46:33.378Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T13:46:33.482Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T13:46:33.483Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T13:46:33.483Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T13:46:33.484Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:08:25.135Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:08:25.136Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:08:25.137Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:08:25.137Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:08:25.145Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:08:25.145Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:08:25.574Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:08:25.574Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:08:25.575Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:08:25.575Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:08:25.579Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:08:25.579Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:08:25.580Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:08:25.580Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:14:07.782Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:14:07.783Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:14:07.783Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:14:07.783Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:14:07.790Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:14:07.791Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:14:08.126Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:14:08.127Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:14:08.128Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:14:08.128Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:14:08.152Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:14:08.153Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T14:14:08.153Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T14:14:08.153Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T16:19:05.291Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T16:19:05.292Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-18T16:19:05.292Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-18T16:19:05.292Z] > authorizing via signed-in user (support@gonovel.co)
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+[debug] [2026-02-18T16:19:05.733Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
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+[debug] [2026-02-18T16:19:05.734Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
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+[debug] [2026-02-19T05:51:29.275Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
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+[debug] [2026-02-19T05:51:29.277Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
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+[debug] [2026-02-19T05:51:29.634Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
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+[debug] [2026-02-19T06:13:16.833Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
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+[debug] [2026-02-19T06:13:16.834Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
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+[debug] [2026-02-19T07:04:34.694Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T07:04:34.695Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T07:04:34.695Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T07:37:42.030Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T07:37:42.031Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T07:37:42.031Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T07:37:42.031Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T07:37:42.038Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T07:37:42.039Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T07:37:42.404Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T07:37:42.405Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T07:37:42.406Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T07:37:42.406Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T07:37:42.408Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T07:37:42.408Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T07:37:42.409Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T07:37:42.409Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T08:56:00.592Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T08:56:00.593Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T08:56:00.593Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T08:56:00.593Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T08:56:00.601Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T08:56:00.601Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T08:56:01.042Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T08:56:01.042Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T08:56:01.043Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T08:56:01.044Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T08:56:01.045Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T08:56:01.045Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T08:56:01.046Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T08:56:01.046Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T09:08:43.860Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T09:08:43.861Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T09:08:43.861Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T09:08:43.861Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T09:08:43.868Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T09:08:43.868Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T09:08:44.206Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T09:08:44.207Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T09:08:44.208Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T09:08:44.209Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T09:08:44.212Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T09:08:44.212Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T09:08:44.213Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T09:08:44.213Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T11:08:31.233Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T11:08:31.234Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T11:08:31.234Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T11:08:31.234Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T11:08:31.242Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T11:08:31.242Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T11:08:31.688Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T11:08:31.688Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T11:08:31.689Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T11:08:31.690Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T11:08:31.694Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T11:08:31.694Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T11:08:31.695Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T11:08:31.695Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T14:05:39.367Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T14:05:39.368Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T14:05:39.368Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T14:05:39.368Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T14:05:39.376Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T14:05:39.376Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T14:05:39.808Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T14:05:39.808Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T14:05:39.810Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T14:05:39.810Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T14:05:39.813Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T14:05:39.813Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T14:05:39.814Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T14:05:39.814Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T18:50:53.945Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T18:50:53.946Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T18:50:53.947Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T18:50:53.947Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T18:50:53.954Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T18:50:53.954Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T18:50:54.408Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T18:50:54.409Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T18:50:54.410Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T18:50:54.410Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T18:50:54.412Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T18:50:54.412Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-19T18:50:54.413Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-19T18:50:54.413Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T05:58:38.962Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T05:58:38.964Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T05:58:38.964Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T05:58:38.964Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T05:58:38.972Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T05:58:38.972Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T05:58:39.404Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T05:58:39.404Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T05:58:39.405Z] >>> [apiv2][query] POST https://developerknowledge.googleapis.com/mcp [none]
+[debug] [2026-02-20T05:58:39.405Z] >>> [apiv2][body] POST https://developerknowledge.googleapis.com/mcp {"method":"tools/list","jsonrpc":"2.0","id":1}
+[debug] [2026-02-20T05:58:39.407Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T05:58:39.407Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T05:58:39.408Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T05:58:39.408Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T05:58:40.459Z] <<< [apiv2][status] POST https://developerknowledge.googleapis.com/mcp 200
+[debug] [2026-02-20T05:58:40.459Z] <<< [apiv2][body] POST https://developerknowledge.googleapis.com/mcp {"id":1,"jsonrpc":"2.0","result":{"tools":[{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to find documentation about Google developer products.\nThe documents contain official APIs, code snippets, release notes, best\npractices, guides, debugging info, and more. It covers the following\nproducts and domains:\n\n* Android: developer.android.com\n* Apigee: docs.apigee.com\n* Chrome: developer.chrome.com\n* Firebase: firebase.google.com\n* Fuchsia: fuchsia.dev\n* Google AI: ai.google.dev\n* Google Cloud: docs.cloud.google.com\n* Google Developers, Ads, Search, Google Maps, Youtube: developers.google.com\n* Google Home: developers.home.google.com\n* TensorFlow: www.tensorflow.org\n* Web: web.dev\n\nThis tool returns chunks of text, names, and URLs for matching documents.\nIf the returned chunks are not detailed enough to answer the\nuser's question, use `get_document` or `batch_get_documents` with the\n`parent` from this tool's output to retrieve the full document\ncontent.","inputSchema":{"description":"Request schema for search_documents. Use the query field to search for related Google developer documentation.","properties":{"query":{"description":"Required. The raw query string provided by the user, such as \"How to create a Cloud Storage bucket?\".","type":"string"}},"required":["query"],"type":"object"},"name":"search_documents","outputSchema":{"$defs":{"DocumentChunk":{"description":"A DocumentChunk represents a piece of content from a Document in the DeveloperKnowledge corpus. To fetch the entire document content, pass the `parent` to get_document or batch_get_documents.","properties":{"content":{"description":"Output only. The content of the document chunk.","readOnly":true,"type":"string"},"id":{"description":"Output only. The ID of this chunk within the document. The chunk ID is unique within a document, but not globally unique across documents. The chunk ID is not stable and may change over time.","readOnly":true,"type":"string"},"parent":{"description":"Output only. The resource name of the document this chunk is from. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","readOnly":true,"type":"string"}},"type":"object"}},"description":"Response schema for search_documents.","properties":{"results":{"description":"The search results for the given query. Each Document in this list contains a snippet of content relevant to the search query. Use the Document.name field of each result with get_document or batch_get_documents to retrieve the full document content.","items":{"$ref":"#/$defs/DocumentChunk"},"type":"array"}},"type":"object"}},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to retrieve the full content of a single document. The\ndocument name should be obtained from the `parent` field of results from a\ncall to the `search_documents` tool. If you need to retrieve multiple\ndocuments, use `batch_get_documents` instead.","inputSchema":{"description":"Request schema for get_document.","properties":{"name":{"description":"Required. The name of the document to retrieve. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string"}},"required":["name"],"type":"object"},"name":"get_document","outputSchema":{"description":"A Document represents a piece of content from the Developer Knowledge corpus.","properties":{"content":{"description":"Output only. The content of the document in Markdown format. If this document is returned by search_documents, this field contains a snippet of text relevant to the search query. If this document is returned by get_document or batch_get_documents, this field contains the full document content.","readOnly":true,"type":"string"},"description":{"description":"Output only. A description of the document.","readOnly":true,"type":"string"},"name":{"description":"Identifier. The resource name of the document. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string","x-google-identifier":true},"uri":{"description":"Output only. The URI of the content, such as `https://cloud.google.com/storage/docs/creating-buckets`.","readOnly":true,"type":"string"}},"type":"object"}},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to retrieve the full content of up to 20 documents in a\nsingle call. The document names should be obtained from the `parent` field\nof results from a call to the `search_documents` tool. Use this tool\ninstead of calling `get_document` multiple times to fetch multiple\ndocuments.","inputSchema":{"description":"Request schema for batch_get_documents.","properties":{"names":{"description":"Required. The names of the documents to retrieve, as returned by search_documents. A maximum of 20 documents can be retrieved in a batch. The documents are returned in the same order as the `names` in the request. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","items":{"type":"string"},"type":"array"}},"required":["names"],"type":"object"},"name":"batch_get_documents","outputSchema":{"$defs":{"Document":{"description":"A Document represents a piece of content from the Developer Knowledge corpus.","properties":{"content":{"description":"Output only. The content of the document in Markdown format. If this document is returned by search_documents, this field contains a snippet of text relevant to the search query. If this document is returned by get_document or batch_get_documents, this field contains the full document content.","readOnly":true,"type":"string"},"description":{"description":"Output only. A description of the document.","readOnly":true,"type":"string"},"name":{"description":"Identifier. The resource name of the document. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string","x-google-identifier":true},"uri":{"description":"Output only. The URI of the content, such as `https://cloud.google.com/storage/docs/creating-buckets`.","readOnly":true,"type":"string"}},"type":"object"}},"description":"Response schema for batch_get_documents.","properties":{"documents":{"description":"Documents requested.","items":{"$ref":"#/$defs/Document"},"type":"array"}},"type":"object"}}]}}
+[debug] [2026-02-20T05:58:40.462Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T05:58:40.462Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T11:50:13.855Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T11:50:13.856Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T11:50:13.857Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T11:50:13.857Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T11:50:13.864Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T11:50:13.864Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T11:50:14.206Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T11:50:14.206Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T11:50:14.207Z] >>> [apiv2][query] POST https://developerknowledge.googleapis.com/mcp [none]
+[debug] [2026-02-20T11:50:14.207Z] >>> [apiv2][body] POST https://developerknowledge.googleapis.com/mcp {"method":"tools/list","jsonrpc":"2.0","id":1}
+[debug] [2026-02-20T11:50:14.212Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T11:50:14.212Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T11:50:14.212Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T11:50:14.213Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T11:50:15.300Z] <<< [apiv2][status] POST https://developerknowledge.googleapis.com/mcp 200
+[debug] [2026-02-20T11:50:15.300Z] <<< [apiv2][body] POST https://developerknowledge.googleapis.com/mcp {"id":1,"jsonrpc":"2.0","result":{"tools":[{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to find documentation about Google developer products.\nThe documents contain official APIs, code snippets, release notes, best\npractices, guides, debugging info, and more. It covers the following\nproducts and domains:\n\n* Android: developer.android.com\n* Apigee: docs.apigee.com\n* Chrome: developer.chrome.com\n* Firebase: firebase.google.com\n* Fuchsia: fuchsia.dev\n* Google AI: ai.google.dev\n* Google Cloud: docs.cloud.google.com\n* Google Developers, Ads, Search, Google Maps, Youtube: developers.google.com\n* Google Home: developers.home.google.com\n* TensorFlow: www.tensorflow.org\n* Web: web.dev\n\nThis tool returns chunks of text, names, and URLs for matching documents.\nIf the returned chunks are not detailed enough to answer the\nuser's question, use `get_document` or `batch_get_documents` with the\n`parent` from this tool's output to retrieve the full document\ncontent.","inputSchema":{"description":"Request schema for search_documents. Use the query field to search for related Google developer documentation.","properties":{"query":{"description":"Required. The raw query string provided by the user, such as \"How to create a Cloud Storage bucket?\".","type":"string"}},"required":["query"],"type":"object"},"name":"search_documents","outputSchema":{"$defs":{"DocumentChunk":{"description":"A DocumentChunk represents a piece of content from a Document in the DeveloperKnowledge corpus. To fetch the entire document content, pass the `parent` to get_document or batch_get_documents.","properties":{"content":{"description":"Output only. The content of the document chunk.","readOnly":true,"type":"string"},"id":{"description":"Output only. The ID of this chunk within the document. The chunk ID is unique within a document, but not globally unique across documents. The chunk ID is not stable and may change over time.","readOnly":true,"type":"string"},"parent":{"description":"Output only. The resource name of the document this chunk is from. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","readOnly":true,"type":"string"}},"type":"object"}},"description":"Response schema for search_documents.","properties":{"results":{"description":"The search results for the given query. Each Document in this list contains a snippet of content relevant to the search query. Use the Document.name field of each result with get_document or batch_get_documents to retrieve the full document content.","items":{"$ref":"#/$defs/DocumentChunk"},"type":"array"}},"type":"object"}},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to retrieve the full content of a single document. The\ndocument name should be obtained from the `parent` field of results from a\ncall to the `search_documents` tool. If you need to retrieve multiple\ndocuments, use `batch_get_documents` instead.","inputSchema":{"description":"Request schema for get_document.","properties":{"name":{"description":"Required. The name of the document to retrieve. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string"}},"required":["name"],"type":"object"},"name":"get_document","outputSchema":{"description":"A Document represents a piece of content from the Developer Knowledge corpus.","properties":{"content":{"description":"Output only. The content of the document in Markdown format. If this document is returned by search_documents, this field contains a snippet of text relevant to the search query. If this document is returned by get_document or batch_get_documents, this field contains the full document content.","readOnly":true,"type":"string"},"description":{"description":"Output only. A description of the document.","readOnly":true,"type":"string"},"name":{"description":"Identifier. The resource name of the document. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string","x-google-identifier":true},"uri":{"description":"Output only. The URI of the content, such as `https://cloud.google.com/storage/docs/creating-buckets`.","readOnly":true,"type":"string"}},"type":"object"}},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to retrieve the full content of up to 20 documents in a\nsingle call. The document names should be obtained from the `parent` field\nof results from a call to the `search_documents` tool. Use this tool\ninstead of calling `get_document` multiple times to fetch multiple\ndocuments.","inputSchema":{"description":"Request schema for batch_get_documents.","properties":{"names":{"description":"Required. The names of the documents to retrieve, as returned by search_documents. A maximum of 20 documents can be retrieved in a batch. The documents are returned in the same order as the `names` in the request. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","items":{"type":"string"},"type":"array"}},"required":["names"],"type":"object"},"name":"batch_get_documents","outputSchema":{"$defs":{"Document":{"description":"A Document represents a piece of content from the Developer Knowledge corpus.","properties":{"content":{"description":"Output only. The content of the document in Markdown format. If this document is returned by search_documents, this field contains a snippet of text relevant to the search query. If this document is returned by get_document or batch_get_documents, this field contains the full document content.","readOnly":true,"type":"string"},"description":{"description":"Output only. A description of the document.","readOnly":true,"type":"string"},"name":{"description":"Identifier. The resource name of the document. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string","x-google-identifier":true},"uri":{"description":"Output only. The URI of the content, such as `https://cloud.google.com/storage/docs/creating-buckets`.","readOnly":true,"type":"string"}},"type":"object"}},"description":"Response schema for batch_get_documents.","properties":{"documents":{"description":"Documents requested.","items":{"$ref":"#/$defs/Document"},"type":"array"}},"type":"object"}}]}}
+[debug] [2026-02-20T11:50:15.302Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T11:50:15.302Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T19:09:28.241Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T19:09:28.242Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T19:09:28.242Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T19:09:28.242Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T19:09:28.249Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T19:09:28.249Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T19:09:28.579Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T19:09:28.579Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T19:09:28.580Z] >>> [apiv2][query] POST https://developerknowledge.googleapis.com/mcp [none]
+[debug] [2026-02-20T19:09:28.581Z] >>> [apiv2][body] POST https://developerknowledge.googleapis.com/mcp {"method":"tools/list","jsonrpc":"2.0","id":1}
+[debug] [2026-02-20T19:09:28.586Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T19:09:28.586Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T19:09:28.586Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T19:09:28.586Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-20T19:09:29.538Z] <<< [apiv2][status] POST https://developerknowledge.googleapis.com/mcp 200
+[debug] [2026-02-20T19:09:29.539Z] <<< [apiv2][body] POST https://developerknowledge.googleapis.com/mcp {"id":1,"jsonrpc":"2.0","result":{"tools":[{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to find documentation about Google developer products.\nThe documents contain official APIs, code snippets, release notes, best\npractices, guides, debugging info, and more. It covers the following\nproducts and domains:\n\n* Android: developer.android.com\n* Apigee: docs.apigee.com\n* Chrome: developer.chrome.com\n* Firebase: firebase.google.com\n* Fuchsia: fuchsia.dev\n* Google AI: ai.google.dev\n* Google Cloud: docs.cloud.google.com\n* Google Developers, Ads, Search, Google Maps, Youtube: developers.google.com\n* Google Home: developers.home.google.com\n* TensorFlow: www.tensorflow.org\n* Web: web.dev\n\nThis tool returns chunks of text, names, and URLs for matching documents.\nIf the returned chunks are not detailed enough to answer the\nuser's question, use `get_document` or `batch_get_documents` with the\n`parent` from this tool's output to retrieve the full document\ncontent.","inputSchema":{"description":"Request schema for search_documents. Use the query field to search for related Google developer documentation.","properties":{"query":{"description":"Required. The raw query string provided by the user, such as \"How to create a Cloud Storage bucket?\".","type":"string"}},"required":["query"],"type":"object"},"name":"search_documents","outputSchema":{"$defs":{"DocumentChunk":{"description":"A DocumentChunk represents a piece of content from a Document in the DeveloperKnowledge corpus. To fetch the entire document content, pass the `parent` to get_document or batch_get_documents.","properties":{"content":{"description":"Output only. The content of the document chunk.","readOnly":true,"type":"string"},"id":{"description":"Output only. The ID of this chunk within the document. The chunk ID is unique within a document, but not globally unique across documents. The chunk ID is not stable and may change over time.","readOnly":true,"type":"string"},"parent":{"description":"Output only. The resource name of the document this chunk is from. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","readOnly":true,"type":"string"}},"type":"object"}},"description":"Response schema for search_documents.","properties":{"results":{"description":"The search results for the given query. Each Document in this list contains a snippet of content relevant to the search query. Use the Document.name field of each result with get_document or batch_get_documents to retrieve the full document content.","items":{"$ref":"#/$defs/DocumentChunk"},"type":"array"}},"type":"object"}},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to retrieve the full content of a single document. The\ndocument name should be obtained from the `parent` field of results from a\ncall to the `search_documents` tool. If you need to retrieve multiple\ndocuments, use `batch_get_documents` instead.","inputSchema":{"description":"Request schema for get_document.","properties":{"name":{"description":"Required. The name of the document to retrieve. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string"}},"required":["name"],"type":"object"},"name":"get_document","outputSchema":{"description":"A Document represents a piece of content from the Developer Knowledge corpus.","properties":{"content":{"description":"Output only. The content of the document in Markdown format. If this document is returned by search_documents, this field contains a snippet of text relevant to the search query. If this document is returned by get_document or batch_get_documents, this field contains the full document content.","readOnly":true,"type":"string"},"description":{"description":"Output only. A description of the document.","readOnly":true,"type":"string"},"name":{"description":"Identifier. The resource name of the document. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string","x-google-identifier":true},"uri":{"description":"Output only. The URI of the content, such as `https://cloud.google.com/storage/docs/creating-buckets`.","readOnly":true,"type":"string"}},"type":"object"}},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to retrieve the full content of up to 20 documents in a\nsingle call. The document names should be obtained from the `parent` field\nof results from a call to the `search_documents` tool. Use this tool\ninstead of calling `get_document` multiple times to fetch multiple\ndocuments.","inputSchema":{"description":"Request schema for batch_get_documents.","properties":{"names":{"description":"Required. The names of the documents to retrieve, as returned by search_documents. A maximum of 20 documents can be retrieved in a batch. The documents are returned in the same order as the `names` in the request. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","items":{"type":"string"},"type":"array"}},"required":["names"],"type":"object"},"name":"batch_get_documents","outputSchema":{"$defs":{"Document":{"description":"A Document represents a piece of content from the Developer Knowledge corpus.","properties":{"content":{"description":"Output only. The content of the document in Markdown format. If this document is returned by search_documents, this field contains a snippet of text relevant to the search query. If this document is returned by get_document or batch_get_documents, this field contains the full document content.","readOnly":true,"type":"string"},"description":{"description":"Output only. A description of the document.","readOnly":true,"type":"string"},"name":{"description":"Identifier. The resource name of the document. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string","x-google-identifier":true},"uri":{"description":"Output only. The URI of the content, such as `https://cloud.google.com/storage/docs/creating-buckets`.","readOnly":true,"type":"string"}},"type":"object"}},"description":"Response schema for batch_get_documents.","properties":{"documents":{"description":"Documents requested.","items":{"$ref":"#/$defs/Document"},"type":"array"}},"type":"object"}}]}}
+[debug] [2026-02-20T19:09:29.541Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-20T19:09:29.541Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-23T10:47:00.254Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-23T10:47:00.256Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-23T10:47:00.256Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-23T10:47:00.256Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-23T10:47:00.263Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-23T10:47:00.263Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-23T10:47:00.736Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-23T10:47:00.737Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-23T10:47:00.738Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-23T10:47:00.738Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-23T10:47:00.740Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-23T10:47:00.741Z] > authorizing via signed-in user (support@gonovel.co)
+[debug] [2026-02-23T10:47:00.742Z] >>> [apiv2][query] POST https://developerknowledge.googleapis.com/mcp [none]
+[debug] [2026-02-23T10:47:00.742Z] >>> [apiv2][body] POST https://developerknowledge.googleapis.com/mcp {"method":"tools/list","jsonrpc":"2.0","id":1}
+[debug] [2026-02-23T10:47:01.893Z] <<< [apiv2][status] POST https://developerknowledge.googleapis.com/mcp 200
+[debug] [2026-02-23T10:47:01.893Z] <<< [apiv2][body] POST https://developerknowledge.googleapis.com/mcp {"id":1,"jsonrpc":"2.0","result":{"tools":[{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to find documentation about Google developer products.\nThe documents contain official APIs, code snippets, release notes, best\npractices, guides, debugging info, and more. It covers the following\nproducts and domains:\n\n* Android: developer.android.com\n* Apigee: docs.apigee.com\n* Chrome: developer.chrome.com\n* Firebase: firebase.google.com\n* Fuchsia: fuchsia.dev\n* Google AI: ai.google.dev\n* Google Cloud: docs.cloud.google.com\n* Google Developers, Ads, Search, Google Maps, Youtube: developers.google.com\n* Google Home: developers.home.google.com\n* TensorFlow: www.tensorflow.org\n* Web: web.dev\n\nThis tool returns chunks of text, names, and URLs for matching documents.\nIf the returned chunks are not detailed enough to answer the\nuser's question, use `get_document` or `batch_get_documents` with the\n`parent` from this tool's output to retrieve the full document\ncontent.","inputSchema":{"description":"Request schema for search_documents. Use the query field to search for related Google developer documentation.","properties":{"query":{"description":"Required. The raw query string provided by the user, such as \"How to create a Cloud Storage bucket?\".","type":"string"}},"required":["query"],"type":"object"},"name":"search_documents","outputSchema":{"$defs":{"DocumentChunk":{"description":"A DocumentChunk represents a piece of content from a Document in the DeveloperKnowledge corpus. To fetch the entire document content, pass the `parent` to get_document or batch_get_documents.","properties":{"content":{"description":"Output only. The content of the document chunk.","readOnly":true,"type":"string"},"id":{"description":"Output only. The ID of this chunk within the document. The chunk ID is unique within a document, but not globally unique across documents. The chunk ID is not stable and may change over time.","readOnly":true,"type":"string"},"parent":{"description":"Output only. The resource name of the document this chunk is from. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","readOnly":true,"type":"string"}},"type":"object"}},"description":"Response schema for search_documents.","properties":{"results":{"description":"The search results for the given query. Each Document in this list contains a snippet of content relevant to the search query. Use the Document.name field of each result with get_document or batch_get_documents to retrieve the full document content.","items":{"$ref":"#/$defs/DocumentChunk"},"type":"array"}},"type":"object"}},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to retrieve the full content of a single document. The\ndocument name should be obtained from the `parent` field of results from a\ncall to the `search_documents` tool. If you need to retrieve multiple\ndocuments, use `batch_get_documents` instead.","inputSchema":{"description":"Request schema for get_document.","properties":{"name":{"description":"Required. The name of the document to retrieve. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string"}},"required":["name"],"type":"object"},"name":"get_document","outputSchema":{"description":"A Document represents a piece of content from the Developer Knowledge corpus.","properties":{"content":{"description":"Output only. The content of the document in Markdown format. If this document is returned by search_documents, this field contains a snippet of text relevant to the search query. If this document is returned by get_document or batch_get_documents, this field contains the full document content.","readOnly":true,"type":"string"},"description":{"description":"Output only. A description of the document.","readOnly":true,"type":"string"},"name":{"description":"Identifier. The resource name of the document. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string","x-google-identifier":true},"uri":{"description":"Output only. The URI of the content, such as `https://cloud.google.com/storage/docs/creating-buckets`.","readOnly":true,"type":"string"}},"type":"object"}},{"annotations":{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true},"description":"Use this tool to retrieve the full content of up to 20 documents in a\nsingle call. The document names should be obtained from the `parent` field\nof results from a call to the `search_documents` tool. Use this tool\ninstead of calling `get_document` multiple times to fetch multiple\ndocuments.","inputSchema":{"description":"Request schema for batch_get_documents.","properties":{"names":{"description":"Required. The names of the documents to retrieve, as returned by search_documents. A maximum of 20 documents can be retrieved in a batch. The documents are returned in the same order as the `names` in the request. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","items":{"type":"string"},"type":"array"}},"required":["names"],"type":"object"},"name":"batch_get_documents","outputSchema":{"$defs":{"Document":{"description":"A Document represents a piece of content from the Developer Knowledge corpus.","properties":{"content":{"description":"Output only. The content of the document in Markdown format. If this document is returned by search_documents, this field contains a snippet of text relevant to the search query. If this document is returned by get_document or batch_get_documents, this field contains the full document content.","readOnly":true,"type":"string"},"description":{"description":"Output only. A description of the document.","readOnly":true,"type":"string"},"name":{"description":"Identifier. The resource name of the document. Format: `documents/{uri_without_scheme}` Example: `documents/docs.cloud.google.com/storage/docs/creating-buckets`","type":"string","x-google-identifier":true},"uri":{"description":"Output only. The URI of the content, such as `https://cloud.google.com/storage/docs/creating-buckets`.","readOnly":true,"type":"string"}},"type":"object"}},"description":"Response schema for batch_get_documents.","properties":{"documents":{"description":"Documents requested.","items":{"$ref":"#/$defs/Document"},"type":"array"}},"type":"object"}}]}}
+[debug] [2026-02-23T10:47:01.896Z] > command requires scopes: ["email","openid","https://www.googleapis.com/auth/cloudplatformprojects.readonly","https://www.googleapis.com/auth/firebase","https://www.googleapis.com/auth/cloud-platform"]
+[debug] [2026-02-23T10:47:01.896Z] > authorizing via signed-in user (support@gonovel.co)
diff --git a/setup_leo.sh b/setup_leo.sh
new file mode 100644
index 0000000000..98d878421f
--- /dev/null
+++ b/setup_leo.sh
@@ -0,0 +1,241 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+
+# ── Helper: run command quietly, show output only on failure ──
+run_quiet() {
+    local label="$1"
+    shift
+    local tmplog
+    tmplog=$(mktemp)
+    if "$@" > "$tmplog" 2>&1; then
+        rm -f "$tmplog"
+    else
+        local exit_code=$?
+        echo "❌ $label failed (exit code $exit_code):"
+        cat "$tmplog"
+        rm -f "$tmplog"
+        exit $exit_code
+    fi
+}
+
+echo "╔══════════════════════════════════════╗"
+echo "║     Unsloth Studio Setup Script      ║"
+echo "╚══════════════════════════════════════╝"
+
+# ── Detect Colab (like unsloth does) ──
+IS_COLAB=false
+keynames=$'\n'$(printenv | cut -d= -f1)
+if [[ "$keynames" == *$'\nCOLAB_'* ]]; then
+    IS_COLAB=true
+fi
+
+# ── 1. Check existing Node/npm versions ──
+NEED_NODE=true
+if command -v node &>/dev/null && command -v npm &>/dev/null; then
+    NODE_MAJOR=$(node -v | sed 's/v//' | cut -d. -f1)
+    NPM_MAJOR=$(npm -v | cut -d. -f1)
+    if [ "$NODE_MAJOR" -ge 20 ] && [ "$NPM_MAJOR" -ge 11 ]; then
+        echo "✅ Node $(node -v) and npm $(npm -v) already meet requirements. Skipping nvm install."
+        NEED_NODE=false
+    else
+        if [ "$IS_COLAB" = true ]; then
+            echo "✅ Node $(node -v) and npm $(npm -v) detected in Colab."
+            # In Colab, just upgrade npm directly - nvm doesn't work well
+            if [ "$NPM_MAJOR" -lt 11 ]; then
+                echo "   Upgrading npm to latest..."
+                npm install -g npm@latest > /dev/null 2>&1
+            fi
+            NEED_NODE=false
+        else
+            echo "⚠️  Node $(node -v) / npm $(npm -v) too old. Installing via nvm..."
+        fi
+    fi
+else
+    echo "⚠️  Node/npm not found. Installing via nvm..."
+fi
+
+if [ "$NEED_NODE" = true ]; then
+    # ── 2. Install nvm ──
+    echo "Installing nvm..."
+    curl -so- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.1/install.sh | bash > /dev/null 2>&1
+
+    # Load nvm (source ~/.bashrc won't work inside a script)
+    export NVM_DIR="$HOME/.nvm"
+    [ -s "$NVM_DIR/nvm.sh" ] && \. "$NVM_DIR/nvm.sh"
+
+    # ── 3. Install Node LTS ──
+    echo "Installing Node LTS..."
+    run_quiet "nvm install" nvm install --lts
+    nvm use --lts > /dev/null 2>&1
+
+    # ── 4. Verify versions ──
+    NODE_MAJOR=$(node -v | sed 's/v//' | cut -d. -f1)
+    NPM_MAJOR=$(npm -v | cut -d. -f1)
+
+    if [ "$NODE_MAJOR" -lt 20 ]; then
+        echo "❌ ERROR: Node version must be >= 20 (got $(node -v))"
+        exit 1
+    fi
+    if [ "$NPM_MAJOR" -lt 11 ]; then
+        echo "⚠️  npm version is $(npm -v), expected >= 11. Updating..."
+        run_quiet "npm update" npm install -g npm@latest
+    fi
+fi
+
+echo "✅ Node $(node -v) | npm $(npm -v)"
+
+# ── 5. Build frontend ──
+echo ""
+echo "Building frontend..."
+cd "$SCRIPT_DIR/studio/frontend"
+run_quiet "npm install" npm install
+run_quiet "npm run build" npm run build
+cd "$SCRIPT_DIR"
+echo "✅ Frontend built to studio/frontend/dist"
+
+# ── 6. Python venv + deps ──
+echo ""
+echo "Setting up Python environment..."
+
+# ── 6a. Discover best Python <= 3.12.x ──
+BEST_PY=""
+BEST_MAJOR=0
+BEST_MINOR=0
+
+# Collect candidate python3 binaries (python3, python3.9, python3.10, …)
+for candidate in $(compgen -c python3 2>/dev/null | grep -E '^python3(\.[0-9]+)?$' | sort -u); do
+    if ! command -v "$candidate" &>/dev/null; then
+        continue
+    fi
+    # Get version string, e.g. "Python 3.11.5"
+    ver_str=$("$candidate" --version 2>&1 | awk '{print $2}')
+    py_major=$(echo "$ver_str" | cut -d. -f1)
+    py_minor=$(echo "$ver_str" | cut -d. -f2)
+
+    # Skip anything that isn't Python 3
+    if [ "$py_major" -ne 3 ] 2>/dev/null; then
+        continue
+    fi
+
+    # Skip versions above 3.12
+    if [ "$py_minor" -gt 12 ] 2>/dev/null; then
+        continue
+    fi
+
+    # Keep the highest qualifying version
+    if [ "$py_minor" -gt "$BEST_MINOR" ]; then
+        BEST_PY="$candidate"
+        BEST_MAJOR="$py_major"
+        BEST_MINOR="$py_minor"
+    fi
+done
+
+if [ -z "$BEST_PY" ]; then
+    echo "❌ ERROR: No Python version <= 3.12.x found on this system."
+    echo "   Detected Python 3 installations:"
+    for candidate in $(compgen -c python3 2>/dev/null | grep -E '^python3(\.[0-9]+)?$' | sort -u); do
+        if command -v "$candidate" &>/dev/null; then
+            echo "     - $candidate ($($candidate --version 2>&1))"
+        fi
+    done
+    echo ""
+    echo "   Please install Python <= 3.12.x for maximum compatibility."
+    echo "   For example:  sudo apt install python3.12 python3.12-venv"
+    exit 1
+fi
+
+BEST_VER=$("$BEST_PY" --version 2>&1 | awk '{print $2}')
+echo "✅ Using $BEST_PY ($BEST_VER) — compatible (≤ 3.12.x)"
+
+if [ "$IS_COLAB" = true ]; then
+    # Colab: install packages directly without venv
+    run_quiet "pip upgrade" pip install --upgrade pip
+    echo "   Installing unsloth-zoo + unsloth..."
+    run_quiet "pip install unsloth" pip install unsloth-zoo unsloth
+    echo "   Installing studio dependencies..."
+    run_quiet "pip install extras" pip install typer fastapi uvicorn pydantic matplotlib pandas nest_asyncio "datasets==4.3.0" pyjwt easydict addict
+    echo "✅ Python dependencies installed"
+else
+    # Local: create venv
+    "$BEST_PY" -m venv .venv
+    source .venv/bin/activate
+    run_quiet "pip upgrade" pip install --upgrade pip
+    echo "   Installing unsloth-zoo + unsloth..."
+    run_quiet "pip install unsloth" pip install unsloth-zoo unsloth
+    echo "   Installing studio dependencies..."
+    run_quiet "pip install extras" pip install typer fastapi uvicorn pydantic matplotlib pandas nest_asyncio "datasets==4.3.0" pyjwt easydict addict
+    echo "✅ Python dependencies installed"
+fi
+
+# ── 7. Add shell alias (skip in Colab) ──
+# Note: venv activation does NOT persist across terminal sessions.
+# This alias hardcodes the venv python path so users don't need to activate.
+if [ "$IS_COLAB" = false ]; then
+echo ""
+REPO_DIR="$SCRIPT_DIR"
+
+# Detect the user's default shell and pick the right rc file
+USER_SHELL="$(basename "${SHELL:-/bin/bash}")"
+case "$USER_SHELL" in
+    zsh)
+        SHELL_RC="$HOME/.zshrc"
+        ALIAS_BLOCK="alias unsloth-ui='${REPO_DIR}/.venv/bin/python ${REPO_DIR}/cli.py ui -f ${REPO_DIR}/studio/frontend/dist'"
+        ;;
+    fish)
+        SHELL_RC="$HOME/.config/fish/config.fish"
+        # fish uses 'abbr' or 'function'; a simple alias works via 'alias' in config.fish
+        ALIAS_BLOCK="alias unsloth-ui '${REPO_DIR}/.venv/bin/python ${REPO_DIR}/cli.py ui -f ${REPO_DIR}/studio/frontend/dist'"
+        ;;
+    ksh)
+        SHELL_RC="$HOME/.kshrc"
+        ALIAS_BLOCK="alias unsloth-ui='${REPO_DIR}/.venv/bin/python ${REPO_DIR}/cli.py ui -f ${REPO_DIR}/studio/frontend/dist'"
+        ;;
+    *)
+        # Default to bash for bash and any other POSIX-compatible shell
+        SHELL_RC="$HOME/.bashrc"
+        ALIAS_BLOCK="alias unsloth-ui='${REPO_DIR}/.venv/bin/python ${REPO_DIR}/cli.py ui -f ${REPO_DIR}/studio/frontend/dist'"
+        ;;
+esac
+
+echo "   Detected shell: $USER_SHELL → $SHELL_RC"
+
+ALIAS_ADDED=false
+if ! grep -qF "unsloth-ui" "$SHELL_RC" 2>/dev/null; then
+    mkdir -p "$(dirname "$SHELL_RC")"   # needed for fish's nested config path
+    cat >> "$SHELL_RC" <<UNSLOTH_EOF
+
+# Unsloth Studio launcher
+$ALIAS_BLOCK
+UNSLOTH_EOF
+    echo "✅ Alias 'unsloth-ui' added to $SHELL_RC"
+    ALIAS_ADDED=true
+else
+    echo "✅ Alias 'unsloth-ui' already exists in $SHELL_RC"
+fi
+
+fi  # End of "if not Colab" for shell alias setup
+
+echo ""
+if [ "$IS_COLAB" = true ]; then
+    echo "╔══════════════════════════════════════╗"
+    echo "║           Setup Complete!            ║"
+    echo "╠══════════════════════════════════════╣"
+    echo "║ Unsloth Studio is ready to start    ║"
+    echo "║ in your Colab notebook!              ║"
+    echo "╚══════════════════════════════════════╝"
+else
+    echo "╔══════════════════════════════════════╗"
+    echo "║           Setup Complete!            ║"
+    echo "╠══════════════════════════════════════╣"
+    if [ "$ALIAS_ADDED" = true ]; then
+        echo "║ Run 'source $SHELL_RC'"
+        echo "║ or open a new terminal, then:       ║"
+    else
+        echo "║ Launch with:                         ║"
+    fi
+    echo "║                                      ║"
+    echo "║ unsloth-ui -H 0.0.0.0 -p 8000       ║"
+    echo "╚══════════════════════════════════════╝"
+fi
diff --git a/studio/backend/core/training/trainer.py b/studio/backend/core/training/trainer.py
index 5894d4b065..97f460f666 100644
--- a/studio/backend/core/training/trainer.py
+++ b/studio/backend/core/training/trainer.py
@@ -876,6 +876,41 @@ class UnslothTrainer:
                         num_proc=config_args.get("dataset_num_proc", max(1, os.cpu_count() // 4)),
                     )
                     print("Train on responses only configured successfully\n")
+
+                    # ── Safety net: check if all samples were filtered out ──
+                    # Unsloth's train_on_responses_only masks non-response
+                    # tokens with -100. If max_seq_length is too short and the
+                    # response portion gets truncated away, EVERY sample ends
+                    # up with all labels == -100 and Unsloth removes them,
+                    # leaving 0 usable training samples.
+                    filtered_len = len(self.trainer.train_dataset)
+                    original_len = len(dataset["dataset"])
+                    dropped = original_len - filtered_len
+                    drop_pct = round(100 * dropped / original_len, 1) if original_len > 0 else 0
+
+                    if filtered_len == 0 or drop_pct > 30:
+                        max_seq = training_args.get('max_seq_length', 2048)
+                        error_msg = (
+                            f"{dropped}/{original_len} samples ({drop_pct}%) "
+                            f"were dropped after applying 'train on responses "
+                            f"only' — only {filtered_len} remain. This usually "
+                            f"means max_seq_length ({max_seq}) is too short "
+                            f"and the response portion is being truncated "
+                            f"away. Try increasing max_seq_length (e.g. 8192) "
+                            f"or disabling 'Train on completions'."
+                        )
+                        logger.error(error_msg)
+                        self._update_progress(error=error_msg, is_training=False)
+                        return
+
+                    if dropped > 0:
+                        print(
+                            f"⚠️ {dropped}/{original_len} samples "
+                            f"({drop_pct}%) were dropped (all labels "
+                            f"masked). {filtered_len} samples remain.\n"
+                        )
+                    print(f"Post-filter dataset size: {filtered_len} samples\n")
+
                 except Exception as e:
                     logger.warning(f"Failed to apply train on responses only: {e}")
                     train_on_responses_enabled = False
@@ -957,7 +992,7 @@ class UnslothTrainer:
             progress_callback = ProgressCallback(self)
             self.trainer.add_callback(progress_callback)
 
-            num_samples = len(dataset["dataset"])
+            num_samples = len(self.trainer.train_dataset)
             batch_size = training_args.get('batch_size', 2)
             grad_accum = training_args.get('gradient_accumulation_steps', 4)
             num_epochs = training_args.get('num_epochs', 3)