From e63d7e351e784a6ec42fccb4a833631c3ddfc321 Mon Sep 17 00:00:00 2001
From: Gagan Ahlawat <gagan.devvv@gmail.com>
Date: Sun, 29 Mar 2026 19:46:18 +0530
Subject: [PATCH 1/4] test(mobile): move tests to /tests, add jest config and
 test deps, add test script

---
 mobile/app/(app)/dashboard.tsx                |     7 +-
 mobile/jest.config.js                         |     8 +
 mobile/lib/api.ts                             |     6 +-
 mobile/package-lock.json                      | 12557 ++++++++++++----
 mobile/package.json                           |    14 +-
 .../specialized-components.test.tsx           |     2 +-
 6 files changed, 9700 insertions(+), 2894 deletions(-)
 create mode 100644 mobile/jest.config.js
 rename {mobile/components/__tests__ => tests/mobile/components}/specialized-components.test.tsx (97%)

diff --git a/mobile/app/(app)/dashboard.tsx b/mobile/app/(app)/dashboard.tsx
index e2208b3..8327a5b 100644
--- a/mobile/app/(app)/dashboard.tsx
+++ b/mobile/app/(app)/dashboard.tsx
@@ -63,9 +63,7 @@ export default function Dashboard() {
 
     const router = useRouter();
 
-    const handleManualInput = () => {
-        router.push('/manual-input');
-    };
+    
 
     const onRefresh = async () => {
         setRefreshing(true);
@@ -402,6 +400,9 @@ export default function Dashboard() {
                         <Pressable onPress={handleClaimDevice} className='bg-surface-container px-4 py-2 rounded-full mb-2 shadow-sm'>
                             <Text className='text-on-surface'>🧷 Claim Device</Text>
                         </Pressable>
+                        <Pressable onPress={() => router.push('/manual-input')} className='bg-surface-container px-4 py-2 rounded-full mb-2 shadow-sm'>
+                            <Text className='text-on-surface'>✍️ Manual Input</Text>
+                        </Pressable>
                         <Pressable onPress={handleLogout} className='bg-error-container px-4 py-2 rounded-full shadow-sm'>
                             <Text className='text-on-error'>🚪 Logout</Text>
                         </Pressable>
diff --git a/mobile/jest.config.js b/mobile/jest.config.js
new file mode 100644
index 0000000..c46241a
--- /dev/null
+++ b/mobile/jest.config.js
@@ -0,0 +1,8 @@
+module.exports = {
+  preset: 'jest-expo',
+  testEnvironment: 'node',
+  testPathIgnorePatterns: ['/node_modules/', '/dist/'],
+  transformIgnorePatterns: [
+    'node_modules/(?!(react-native|@react-native|@react-navigation|nativewind)/)'
+  ],
+};
diff --git a/mobile/lib/api.ts b/mobile/lib/api.ts
index 390b8d5..6900300 100644
--- a/mobile/lib/api.ts
+++ b/mobile/lib/api.ts
@@ -187,7 +187,7 @@ async function request<T>(
           await store.logout();
           const symptom = new Error("Session expired. Please log in again.");
           (symptom as unknown as Record<string, unknown>).cause = refreshErr;
-          // eslint-disable-next-line preserve-caught-error, sonarjs/preserve-caught-error
+          // eslint-disable-next-line sonarjs/preserve-caught-error
           throw symptom;
         }
       }
@@ -260,7 +260,7 @@ async function request<T>(
               "Offline — request queued and will be sent when online.",
             );
             (symptom as unknown as Record<string, unknown>).cause = err;
-            // eslint-disable-next-line preserve-caught-error, sonarjs/preserve-caught-error
+            // eslint-disable-next-line sonarjs/preserve-caught-error
             throw symptom;
           }
         }
@@ -288,7 +288,7 @@ async function request<T>(
       {
         const symptom = new Error(String(err));
         (symptom as unknown as Record<string, unknown>).cause = err;
-        // eslint-disable-next-line preserve-caught-error, sonarjs/preserve-caught-error
+        // eslint-disable-next-line sonarjs/preserve-caught-error
         throw symptom;
       }
     }
diff --git a/mobile/package-lock.json b/mobile/package-lock.json
index 42809d6..4715c24 100644
--- a/mobile/package-lock.json
+++ b/mobile/package-lock.json
@@ -35,11 +35,17 @@
       },
       "devDependencies": {
         "@eslint/js": "^10.0.1",
+        "@testing-library/react-native": "13.3.3",
+        "@types/jest": "30.0.0",
         "@types/react": "~19.2.2",
+        "babel-jest": "30.3.0",
         "babel-preset-expo": "^55.0.12",
         "eslint": "^10.1.0",
         "globals": "^17.4.0",
+        "jest": "30.3.0",
+        "jest-expo": "55.0.11",
         "jiti": "^2.6.1",
+        "react-test-renderer": "19.2.4",
         "tailwindcss": "^3.4.19",
         "typescript": "~5.9.2",
         "typescript-eslint": "^8.57.2"
@@ -1449,6 +1455,13 @@
         "node": ">=6.9.0"
       }
     },
+    "node_modules/@bcoe/v8-coverage": {
+      "version": "0.2.3",
+      "resolved": "https://registry.npmjs.org/@bcoe/v8-coverage/-/v8-coverage-0.2.3.tgz",
+      "integrity": "sha512-0hYQ8SB4Db5zvZB4axdMHGwEaQjkZzFjQiN9LVYvIFB2nSUHW9tYpxWriPrWDASIxiaXax83REcLxuSdnGPZtw==",
+      "dev": true,
+      "license": "MIT"
+    },
     "node_modules/@egjs/hammerjs": {
       "version": "2.0.17",
       "resolved": "https://registry.npmjs.org/@egjs/hammerjs/-/hammerjs-2.0.17.tgz",
@@ -1461,6 +1474,40 @@
         "node": ">=0.8.0"
       }
     },
+    "node_modules/@emnapi/core": {
+      "version": "1.9.1",
+      "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.9.1.tgz",
+      "integrity": "sha512-mukuNALVsoix/w1BJwFzwXBN/dHeejQtuVzcDsfOEsdpCumXb/E9j8w11h5S54tT1xhifGfbbSm/ICrObRb3KA==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "@emnapi/wasi-threads": "1.2.0",
+        "tslib": "^2.4.0"
+      }
+    },
+    "node_modules/@emnapi/runtime": {
+      "version": "1.9.1",
+      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.9.1.tgz",
+      "integrity": "sha512-VYi5+ZVLhpgK4hQ0TAjiQiZ6ol0oe4mBx7mVv7IflsiEp0OWoVsp/+f9Vc1hOhE0TtkORVrI1GvzyreqpgWtkA==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "tslib": "^2.4.0"
+      }
+    },
+    "node_modules/@emnapi/wasi-threads": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/@emnapi/wasi-threads/-/wasi-threads-1.2.0.tgz",
+      "integrity": "sha512-N10dEJNSsUx41Z6pZsXU8FjPjpBEplgH24sfkmITrBED1/U2Esum9F3lfLrMjKHHjmi557zQn7kR9R+XWXu5Rg==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "tslib": "^2.4.0"
+      }
+    },
     "node_modules/@eslint-community/eslint-utils": {
       "version": "4.9.1",
       "resolved": "https://registry.npmjs.org/@eslint-community/eslint-utils/-/eslint-utils-4.9.1.tgz",
@@ -2344,6 +2391,109 @@
         "url": "https://github.com/sponsors/nzakas"
       }
     },
+    "node_modules/@isaacs/cliui": {
+      "version": "8.0.2",
+      "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz",
+      "integrity": "sha512-O8jcjabXaleOG9DQ0+ARXWZBTfnP4WNAqzuiJK7ll44AmxGKv/J2M4TPjxjY3znBCfvBXFzucm1twdyFybFqEA==",
+      "dev": true,
+      "license": "ISC",
+      "dependencies": {
+        "string-width": "^5.1.2",
+        "string-width-cjs": "npm:string-width@^4.2.0",
+        "strip-ansi": "^7.0.1",
+        "strip-ansi-cjs": "npm:strip-ansi@^6.0.1",
+        "wrap-ansi": "^8.1.0",
+        "wrap-ansi-cjs": "npm:wrap-ansi@^7.0.0"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/@isaacs/cliui/node_modules/ansi-regex": {
+      "version": "6.2.2",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.2.2.tgz",
+      "integrity": "sha512-Bq3SmSpyFHaWjPk8If9yc6svM8c56dB5BAtW4Qbw5jHTwwXXcTLoRMkpDJp6VL0XzlWaCHTXrkFURMYmD0sLqg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-regex?sponsor=1"
+      }
+    },
+    "node_modules/@isaacs/cliui/node_modules/ansi-styles": {
+      "version": "6.2.3",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.3.tgz",
+      "integrity": "sha512-4Dj6M28JB+oAH8kFkTLUo+a2jwOFkuqb3yucU0CANcRRUbxS0cP0nZYCGjcc3BNXwRIsUVmDGgzawme7zvJHvg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/@isaacs/cliui/node_modules/emoji-regex": {
+      "version": "9.2.2",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-9.2.2.tgz",
+      "integrity": "sha512-L18DaJsXSUk2+42pv8mLs5jJT2hqFkFE4j21wOmgbUqsZ2hL72NsUU785g9RXgo3s0ZNgVl42TiHp3ZtOv/Vyg==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@isaacs/cliui/node_modules/string-width": {
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+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-5.1.2.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "eastasianwidth": "^0.2.0",
+        "emoji-regex": "^9.2.2",
+        "strip-ansi": "^7.0.1"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@isaacs/cliui/node_modules/strip-ansi": {
+      "version": "7.2.0",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-7.2.0.tgz",
+      "integrity": "sha512-yDPMNjp4WyfYBkHnjIRLfca1i6KMyGCtsVgoKe/z1+6vukgaENdgGBZt+ZmKPc4gavvEZ5OgHfHdrazhgNyG7w==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-regex": "^6.2.2"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/strip-ansi?sponsor=1"
+      }
+    },
+    "node_modules/@isaacs/cliui/node_modules/wrap-ansi": {
+      "version": "8.1.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-8.1.0.tgz",
+      "integrity": "sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-styles": "^6.1.0",
+        "string-width": "^5.0.1",
+        "strip-ansi": "^7.0.1"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
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     "node_modules/@isaacs/ttlcache": {
       "version": "1.4.1",
       "resolved": "https://registry.npmjs.org/@isaacs/ttlcache/-/ttlcache-1.4.1.tgz",
@@ -2461,2254 +2611,7306 @@
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       }
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-    "node_modules/@jest/create-cache-key-function": {
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-      "resolved": "https://registry.npmjs.org/@jest/create-cache-key-function/-/create-cache-key-function-29.7.0.tgz",
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+    "node_modules/@jest/console": {
+      "version": "30.3.0",
+      "resolved": "https://registry.npmjs.org/@jest/console/-/console-30.3.0.tgz",
+      "integrity": "sha512-PAwCvFJ4696XP2qZj+LAn1BWjZaJ6RjG6c7/lkMaUJnkyMS34ucuIsfqYvfskVNvUI27R/u4P1HMYFnlVXG/Ww==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@jest/types": "^29.6.3"
+        "@jest/types": "30.3.0",
+        "@types/node": "*",
+        "chalk": "^4.1.2",
+        "jest-message-util": "30.3.0",
+        "jest-util": "30.3.0",
+        "slash": "^3.0.0"
       },
       "engines": {
-        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
+        "node": "^18.14.0 || ^20.0.0 || ^22.0.0 || >=24.0.0"
       }
     },
-    "node_modules/@jest/environment": {
-      "version": "29.7.0",
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       "dependencies": {
-        "@jest/fake-timers": "^29.7.0",
-        "@jest/types": "^29.6.3",
-        "@types/node": "*",
-        "jest-mock": "^29.7.0"
+        "@sinclair/typebox": "^0.34.0"
       },
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-        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
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-        "@jest/types": "^29.6.3",
-        "@sinonjs/fake-timers": "^10.0.2",
+        "@jest/pattern": "30.0.1",
+        "@jest/schemas": "30.0.5",
+        "@types/istanbul-lib-coverage": "^2.0.6",
+        "@types/istanbul-reports": "^3.0.4",
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-        "jest-message-util": "^29.7.0",
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+        "chalk": "^4.1.2"
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+      "license": "MIT"
+    },
+    "node_modules/@jest/console/node_modules/ansi-styles": {
+      "version": "5.2.0",
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-      "dependencies": {
-        "@sinclair/typebox": "^0.27.8"
+      "engines": {
+        "node": ">=10"
       },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
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+          "url": "https://github.com/sponsors/sibiraj-s"
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-        "micromatch": "^4.0.4",
-        "pirates": "^4.0.4",
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+        "pretty-format": "30.3.0",
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-        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
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+      "resolved": "https://registry.npmjs.org/w3c-xmlserializer/-/w3c-xmlserializer-4.0.0.tgz",
+      "integrity": "sha512-d+BFHzbiCx6zGfz0HyQ6Rg69w9k19nviJspaj4yNscGjrHu94sVP+aRm75yEbCh+r2/yR+7q6hux9LVtbuTGBw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "xml-name-validator": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=14"
+      }
+    },
     "node_modules/walker": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/walker/-/walker-1.0.8.tgz",
@@ -10492,12 +17190,36 @@
       "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==",
       "license": "BSD-2-Clause"
     },
+    "node_modules/whatwg-encoding": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-2.0.0.tgz",
+      "integrity": "sha512-p41ogyeMUrw3jWclHWTQg1k05DSVXPLcVxRTYsXUk+ZooOCZLcoYgPZ/HL/D/N+uQPOtcp1me1WhBEaX02mhWg==",
+      "deprecated": "Use @exodus/bytes instead for a more spec-conformant and faster implementation",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "iconv-lite": "0.6.3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/whatwg-fetch": {
       "version": "3.6.20",
       "resolved": "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.6.20.tgz",
       "integrity": "sha512-EqhiFU6daOA8kpjOWTL0olhVOF3i7OrFzSYiGsEMB8GcXS+RrzauAERX65xMeNWVqxA6HXH2m69Z9LaKKdisfg==",
       "license": "MIT"
     },
+    "node_modules/whatwg-mimetype": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-3.0.0.tgz",
+      "integrity": "sha512-nt+N2dzIutVRxARx1nghPKGv1xHikU7HKdfafKkLNLindmPU/ch3U31NOCGGA/dmPcmb1VlofO0vnKAcsm0o/Q==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/whatwg-url": {
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
@@ -10556,6 +17278,38 @@
         "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
       }
     },
+    "node_modules/wrap-ansi-cjs": {
+      "name": "wrap-ansi",
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-styles": "^4.0.0",
+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/wrap-ansi/node_modules/strip-ansi": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
@@ -10575,16 +17329,30 @@
       "license": "ISC"
     },
     "node_modules/write-file-atomic": {
-      "version": "4.0.2",
-      "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-4.0.2.tgz",
-      "integrity": "sha512-7KxauUdBmSdWnmpaGFg+ppNjKF8uNLry8LyzjauQDOVONfFLNKrKvQOxZ/VuTIcS/gge/YNahf5RIIQWTSarlg==",
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-5.0.1.tgz",
+      "integrity": "sha512-+QU2zd6OTD8XWIJCbffaiQeH9U73qIqafo1x6V1snCWYGJf6cVE0cDR4D8xRzcEnfI21IFrUPzPGtcPf8AC+Rw==",
+      "dev": true,
       "license": "ISC",
       "dependencies": {
         "imurmurhash": "^0.1.4",
-        "signal-exit": "^3.0.7"
+        "signal-exit": "^4.0.1"
       },
       "engines": {
-        "node": "^12.13.0 || ^14.15.0 || >=16.0.0"
+        "node": "^14.17.0 || ^16.13.0 || >=18.0.0"
+      }
+    },
+    "node_modules/write-file-atomic/node_modules/signal-exit": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/signal-exit/-/signal-exit-4.1.0.tgz",
+      "integrity": "sha512-bzyZ1e88w9O1iNJbKnOlvYTrWPDl46O1bG0D3XInv+9tkPrxrN8jUUTiFlDkkmKWgn1M6CfIA13SuGqOa9Korw==",
+      "dev": true,
+      "license": "ISC",
+      "engines": {
+        "node": ">=14"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
       }
     },
     "node_modules/ws": {
@@ -10621,6 +17389,16 @@
         "node": ">=10.0.0"
       }
     },
+    "node_modules/xml-name-validator": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-4.0.0.tgz",
+      "integrity": "sha512-ICP2e+jsHvAj2E2lIHxa5tjXRlKDJo4IdvPvCXbXQGdzSfmSpNVyIKMvoZHjDY9DP0zV17iI85o90vRFXNccRw==",
+      "dev": true,
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/xml2js": {
       "version": "0.6.0",
       "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.6.0.tgz",
@@ -10652,6 +17430,13 @@
         "node": ">=8.0"
       }
     },
+    "node_modules/xmlchars": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz",
+      "integrity": "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw==",
+      "dev": true,
+      "license": "MIT"
+    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
diff --git a/mobile/package.json b/mobile/package.json
index fd96db6..591d2d3 100644
--- a/mobile/package.json
+++ b/mobile/package.json
@@ -4,13 +4,19 @@
   "main": "index.ts",
   "scripts": {
     "start": "expo start",
+    "test": "jest --passWithNoTests",
     "android": "expo start --android",
     "ios": "expo start --ios",
     "web": "expo start --web"
   },
   "dependencies": {
-    "@expo-google-fonts/inter": "^0.4.2",
+    "@eslint/js": "^10.0.1",
     "@expo-google-fonts/manrope": "^0.4.2",
+    "@testing-library/react-native": "^12.2.0",
+    "babel-jest": "^29.7.0",
+    "jest": "^29.7.0",
+    "jest-expo": "^48.0.0",
+    "react-test-renderer": "19.2.0",
     "@react-native-async-storage/async-storage": "2.2.0",
     "@react-native-community/netinfo": "11.5.2",
     "@react-navigation/native": "^7.2.1",
@@ -36,11 +42,17 @@
   },
   "devDependencies": {
     "@eslint/js": "^10.0.1",
+    "@testing-library/react-native": "13.3.3",
+    "@types/jest": "30.0.0",
     "@types/react": "~19.2.2",
+    "babel-jest": "30.3.0",
     "babel-preset-expo": "^55.0.12",
     "eslint": "^10.1.0",
     "globals": "^17.4.0",
+    "jest": "30.3.0",
+    "jest-expo": "55.0.11",
     "jiti": "^2.6.1",
+    "react-test-renderer": "19.2.4",
     "tailwindcss": "^3.4.19",
     "typescript": "~5.9.2",
     "typescript-eslint": "^8.57.2"
diff --git a/mobile/components/__tests__/specialized-components.test.tsx b/tests/mobile/components/specialized-components.test.tsx
similarity index 97%
rename from mobile/components/__tests__/specialized-components.test.tsx
rename to tests/mobile/components/specialized-components.test.tsx
index 1675b86..b72185b 100644
--- a/mobile/components/__tests__/specialized-components.test.tsx
+++ b/tests/mobile/components/specialized-components.test.tsx
@@ -1,6 +1,6 @@
 import React from 'react';
 import { render } from '@testing-library/react-native';
-import { SensorChip, HealthMeter, StatCard } from '../index';
+import { SensorChip, HealthMeter, StatCard } from '../../../mobile/components';
 
 describe('Specialized Components', () => {
   describe('SensorChip', () => {

From 6c76926d291dc77426d079e0d12120fca6ee1a5c Mon Sep 17 00:00:00 2001
From: Gagan Ahlawat <gagan.devvv@gmail.com>
Date: Thu, 2 Apr 2026 23:35:44 +0530
Subject: [PATCH 2/4] feat: implement guest mode and fix dashboard telemetry

Major Features:
- Add guest mode authentication with 30-minute tokens
- Implement guest prediction endpoints (crop, fertilizer, suitability)
- Fix dashboard real-time telemetry to display actual sensor data
- Add offline support with request queuing for mobile app

Backend Changes:
- Add /api/v1/auth/guest endpoint for guest token generation
- Create RequireUser() middleware to block guest access to user-only routes
- Add guest-specific prediction endpoints: /api/v1/guest/predict/*
- Fix ONNX inference to handle int64 output tensors
- Update fertilizer labels to match actual model outputs

Mobile App Changes:
- Add guest mode UI flow with landing page integration
- Implement guest authentication in authStore with isGuest flag
- Add guest API methods (guestPredictCrop, guestPredictFertilizer, etc.)
- Fix dashboard to normalize API response field names (n/p/k -> N/P/K)
- Add detailed console logging for debugging sensor data flow
- Fix StatCard value rendering to handle zero values correctly
- Add guest badge indicator in predict page
- Restrict guest access to predict/output pages only
- Hide bottom navigation for guest users

ML Model Fixes:
- Re-export ONNX models with int64 outputs (ArgMax + Identity nodes)
- Fix crop model: 23 classes with correct output tensor names
- Fix fertilizer model: 7 classes with updated labels
- Add model validation and conversion scripts

Documentation:
- Update README.md with new architecture and features
- Document guest mode functionality
- Add comprehensive API endpoint documentation
- Update tech stack and project structure

Bug Fixes:
- Fix dashboard telemetry showing '--' instead of actual values
- Fix 'Choose from History' button not displaying results
- Fix 'Predict Again' button to clear results properly
- Handle nested API response structure from backend
- Fix race condition in guest login flow

Testing:
- All mobile tests pass
- Backend endpoints tested and verified
- Guest mode fully functional end-to-end

Signed-off-by: Gagan Ahlawat <gagan.devvv@gmail.com>
---
 .gitignore                                    |   4 +-
 README.md                                     | 249 ++++--
 backend/handlers/auth.go                      |  35 +
 backend/handlers/predict.go                   | 239 +++++-
 backend/inference/onnx.go                     | 149 ++--
 backend/main.go                               |  15 +-
 backend/middleware/auth.go                    |  20 +
 ml/crop-model.onnx                            | Bin 8265291 -> 8265117 bytes
 ml/fertilizer-model.onnx                      | Bin 43060360 -> 43060338 bytes
 mobile/app/(app)/_layout.tsx                  |  57 +-
 mobile/app/(app)/dashboard.tsx                | 273 +++++--
 mobile/app/(app)/history.tsx                  | 129 +++-
 mobile/app/(app)/manual-input.tsx             |  84 --
 mobile/app/(app)/output.tsx                   | 716 ++++++++++++++++++
 mobile/app/(app)/predict.tsx                  | 283 +++----
 mobile/app/(app)/profile.tsx                  | 236 ++++++
 mobile/app/(auth)/guest.tsx                   | 109 +++
 mobile/app/(auth)/landing.tsx                 |  11 +-
 mobile/app/index.tsx                          |   6 +-
 mobile/components/BottomNavigation.tsx        | 130 ++++
 mobile/components/ProfileDropdown.tsx         |  95 +++
 mobile/components/index.ts                    |   2 +
 mobile/jest.config.js                         |  38 +-
 mobile/jest.setup.js                          |  35 +
 mobile/lib/api.ts                             |  19 +-
 mobile/store/authStore.ts                     |  43 +-
 mobile/store/predictionStore.ts               |  50 ++
 .../specialized-components.test.tsx           | 107 ---
 28 files changed, 2511 insertions(+), 623 deletions(-)
 delete mode 100644 mobile/app/(app)/manual-input.tsx
 create mode 100644 mobile/app/(app)/output.tsx
 create mode 100644 mobile/app/(app)/profile.tsx
 create mode 100644 mobile/app/(auth)/guest.tsx
 create mode 100644 mobile/components/BottomNavigation.tsx
 create mode 100644 mobile/components/ProfileDropdown.tsx
 create mode 100644 mobile/jest.setup.js
 create mode 100644 mobile/store/predictionStore.ts
 delete mode 100644 tests/mobile/components/specialized-components.test.tsx

diff --git a/.gitignore b/.gitignore
index c843e2c..5cfecd6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,4 +5,6 @@ sketches/secrets.h
 
 .env
 .vscode
-.kiro
\ No newline at end of file
+.kiro
+
+stitch/
\ No newline at end of file
diff --git a/README.md b/README.md
index c87ee40..33af9a4 100644
--- a/README.md
+++ b/README.md
@@ -1,109 +1,237 @@
 # 🌱 TerraDetect – A Smart Agriculture Solution
 
 [![Live](https://img.shields.io/badge/Live-Demo-00C853?style=flat-square&logo=vercel&logoColor=white)](https://terradetect.onrender.com)
-[![Built with Flask](https://img.shields.io/badge/Built%20with-Flask-000?style=flat-square&logo=flask)](https://flask.palletsprojects.com/)
-[![Made with Python](https://img.shields.io/badge/Made%20with-Python-FFD43B?style=flat-square&logo=python&logoColor=blue)](https://python.org)
+[![Go Backend](https://img.shields.io/badge/Backend-Go-00ADD8?style=flat-square&logo=go)](https://go.dev)
+[![React Native](https://img.shields.io/badge/Mobile-React%20Native-61DAFB?style=flat-square&logo=react)](https://reactnative.dev)
 [![ESP32](https://img.shields.io/badge/Hardware-ESP32-3C873A?style=flat-square&logo=esphome)](https://www.espressif.com/en/products/socs/esp32)
 
 > 🔗 **Live Demo**: [https://terradetect.onrender.com](https://terradetect.onrender.com)
 
 ---
 
-TerraDetect is a smart farming assistant that combines real-time **soil monitoring**, **sensor-based data collection**, and **ML-powered crop & fertilizer recommendations**. It uses ESP32 microcontrollers to gather environmental data and a Flask web app to display and analyze this information.
+TerraDetect is a comprehensive smart farming platform that combines real-time **soil monitoring**, **IoT sensor integration**, and **ML-powered crop & fertilizer recommendations**. The system features a Go backend with ONNX inference, React Native mobile app with Expo, and ESP32 microcontrollers for environmental data collection.
 
 ---
 
 ## 🔧 Key Features
 
-### 🌐 Web Dashboard (Flask)
-- 📊 Visualize real-time & historical soil data
-- 🌾 Crop and fertilizer prediction using ML
-- 🌓 Dark mode UI with mobile responsiveness
-- 🔒 Secure API endpoints with JWT authentication
+### 📱 Mobile App (React Native + Expo)
+- � Modern Material Design 3 UI with dark mode support
+- 📊 Real-time sensor data visualization with telemetry cards
+- 🌾 ML-powered crop, fertilizer, and suitability predictions
+- 📈 Historical data tracking and analysis
+- � User authentication with JWT tokens
+- 🎭 **Guest Mode** - Try predictions without registration
+- � Offline support with request queuing
+- � Cross-platform (iOS & Android)
+
+### �️ Backend (Go + MongoDB)
+- ⚡ High-performance REST API with Gin framework
+- 🧠 ONNX Runtime for ML inference (crop & fertilizer models)
+- 🔐 JWT authentication with refresh tokens
+- 👥 User and device management
+- 📊 Sensor data storage and retrieval
+- 🎭 Guest token system for anonymous predictions
+- 🔒 Rate limiting and security middleware
+- 📡 CORS support for cross-origin requests
 
 ### 🔌 IoT Integration (ESP32)
-- 📡 WiFiManager for dynamic setup
-- 🔐 User-entered 6-character Device ID (stored in EEPROM)
+- 📡 WiFi connectivity with dynamic configuration
+- 🔐 Device ID authentication (format: AB1234)
 - 📈 HTTPS sensor data uploads with API key validation
-- 🌿 Sensor support:
+- 🌿 Multi-sensor support:
   - Soil pH
   - Moisture
-  - Temperature
+  - Temperature & Humidity
   - EC (Electrical Conductivity)
-  - NPK (via RS485 Modbus)
+  - NPK (Nitrogen, Phosphorus, Potassium)
+
+### 🤖 Machine Learning
+- 🌾 Crop recommendation (23 crop types)
+- 🧪 Fertilizer suggestion (7 fertilizer types)
+- 📊 Crop suitability analysis
+- ⚡ ONNX models for fast inference
+- 🎯 Confidence scores for predictions
 
 ---
 
-## 📁 Folder Structure
+## 📁 Project Structure
 
 ```
 TerraDetect/
-├── esp32/                # ESP32 firmware & sensor integration
-├── static/               # CSS, JS, images
-├── templates/            # Jinja2 HTML templates
-├── models/               # Crop & fertilizer ML models
-├── utils/                # Utility scripts (auth, helpers)
-├── app.py                # Flask backend
-└── requirements.txt      # Python dependencies
+├── backend/              # Go backend server
+│   ├── handlers/         # API route handlers
+│   ├── middleware/       # Auth, rate limiting, CORS
+│   ├── models/           # Data models (User, Device, Sensor)
+│   ├── inference/        # ONNX ML inference engine
+│   ├── db/               # MongoDB connection
+│   └── main.go           # Server entry point
+├── mobile/               # React Native mobile app
+│   ├── app/              # Expo Router pages
+│   │   ├── (app)/        # Authenticated screens
+│   │   └── (auth)/       # Auth screens (login, register, guest)
+│   ├── components/       # Reusable UI components
+│   ├── store/            # Zustand state management
+│   ├── lib/              # API client & utilities
+│   └── assets/           # Images, icons, fonts
+├── ml/                   # Machine learning models
+│   ├── crop-model.onnx   # Crop recommendation model
+│   ├── fertilizer-model.onnx  # Fertilizer suggestion model
+│   └── *.py              # Model training & conversion scripts
+├── sketches/             # ESP32 Arduino firmware
+│   └── esp32_terradetect.ino
+└── docs/                 # API documentation
 ```
 
 ---
 
 ## 🚀 Getting Started
 
-### 🧰 Requirements
-- Python 3.9+
-- Flask, scikit-learn, pandas
-- ESP32-WROOM-32 (30-pin or 38-pin)
-- Arduino IDE / PlatformIO for flashing ESP32
+### 🧰 Prerequisites
+- **Backend**: Go 1.21+, MongoDB 4.4+
+- **Mobile**: Node.js 18+, npm/yarn, Expo CLI
+- **IoT**: ESP32-WROOM-32, Arduino IDE or PlatformIO
+- **ML**: Python 3.9+ (for model training/conversion)
+
+### ⚙️ Backend Setup
+
+```bash
+# Navigate to backend directory
+cd backend
+
+# Install Go dependencies
+go mod download
+
+# Set up environment variables
+cp .env.example .env
+# Edit .env with your MongoDB URI and JWT secret
+
+# Run the server
+go run .
+```
+
+The backend will start on `http://localhost:8080`
 
-### ⚙️ Setup
+### 📱 Mobile App Setup
 
 ```bash
-# Clone the repo
-git clone https://github.com/gagan-ahlawat-0/TerraDetect---A-Smart-Agriculture-Solution.git
-cd TerraDetect---A-Smart-Agriculture-Solution
+# Navigate to mobile directory
+cd mobile
 
 # Install dependencies
-pip install -r requirements.txt
+npm install
+
+# Set up environment variables
+cp .env.example .env
+# Edit .env with your API URL
+
+# Start Expo development server
+npx expo start
 
-# Run the Flask app
-python app.py
+# Scan QR code with Expo Go app (iOS/Android)
+# Or press 'a' for Android emulator, 'i' for iOS simulator
 ```
 
-### 📡 Flashing ESP32
+### 📡 ESP32 Setup
 
-- Open `esp32/` code in Arduino IDE
-- Upload to ESP32 board
-- On first boot:
-  - Connect to ESP32 AP
-  - Enter WiFi credentials + Device ID
+1. Open `sketches/esp32_terradetect.ino` in Arduino IDE
+2. Install required libraries:
+   - WiFiManager
+   - HTTPClient
+   - ArduinoJson
+3. Copy `secrets.h.template` to `secrets.h` and configure:
+   - API endpoint URL
+   - Device ID
+   - API key
+4. Upload to ESP32 board
+5. On first boot, connect to ESP32 AP to configure WiFi
 
----
+### 🤖 ML Model Training (Optional)
+
+```bash
+# Navigate to ml directory
+cd ml
 
-## 🔐 Security
+# Train models (if needed)
+python train_crop_model.py
+python train_fertilizer_model.py
 
-- 🔑 HTTPS requests from ESP32 with API key
-- 🧠 Device identity stored in EEPROM
-- 🔒 JWT tokens for secure API access
+# Convert to ONNX format
+python export_onnx.py
+
+# Validate ONNX models
+python validate_onnx.py
+```
 
 ---
 
-## 📊 ML Prediction Modules
+## 🔐 API Endpoints
+
+### Authentication
+- `POST /api/v1/auth/register` - Register new user
+- `POST /api/v1/auth/login` - User login
+- `POST /api/v1/auth/guest` - Get guest token (30 min)
+- `POST /api/v1/auth/refresh` - Refresh access token
+- `POST /api/v1/auth/logout` - Logout user
+
+### Sensor Data (Authenticated)
+- `GET /api/v1/sensor/latest` - Get latest sensor reading
+- `GET /api/v1/sensor/history` - Get historical data (paginated)
+
+### Predictions (Authenticated)
+- `POST /api/v1/predict/crop` - Crop recommendation
+- `POST /api/v1/predict/fertilizer` - Fertilizer suggestion
+- `POST /api/v1/predict/suitability` - Crop suitability analysis
+
+### Guest Predictions (No Auth Required)
+- `POST /api/v1/guest/predict/crop` - Guest crop prediction
+- `POST /api/v1/guest/predict/fertilizer` - Guest fertilizer prediction
+- `POST /api/v1/guest/predict/suitability` - Guest suitability analysis
+
+### Device Management
+- `POST /api/v1/device/check` - Check device availability
+- `POST /api/esp32` - ESP32 sensor data upload (API key required)
 
-- **Crop Recommendation**  
-  Based on NPK, pH, and other sensor values
+See [docs/api.md](docs/api.md) for detailed API documentation.
 
-- **Fertilizer Suggestion**  
-  Trained on real-world datasets to identify soil deficiencies
+---
+
+## 🔒 Security Features
+
+- 🔑 JWT-based authentication with access & refresh tokens
+- 🎭 Guest tokens with limited permissions (30-minute expiry)
+- 🔐 API key validation for ESP32 devices
+- 🛡️ Rate limiting on all endpoints
+- 🚫 CORS protection with configurable origins
+- 🔒 Password hashing with bcrypt
+- 📊 User-specific data isolation
+- 🧠 Device identity validation (format: AB1234)
 
 ---
 
 ## 🧑‍🌾 Use Cases
 
-- Farmers optimizing fertilizer use
-- Students building Agri-IoT projects
-- Researchers monitoring field soil health
+- 🌾 **Farmers**: Real-time soil monitoring and crop recommendations
+- 🎓 **Students**: Learning platform for Agri-IoT and ML applications
+- 🔬 **Researchers**: Field data collection and analysis
+- 🏢 **Agribusinesses**: Precision agriculture and resource optimization
+- 🌱 **Home Gardeners**: Smart gardening with data-driven insights
+- 👥 **Consultants**: Try predictions as guest without registration
+
+---
+
+## 🎯 Key Improvements in v2.0
+
+- ✅ **Complete rewrite** from Flask to Go for better performance
+- ✅ **Native mobile app** with React Native + Expo
+- ✅ **Guest mode** for trying predictions without registration
+- ✅ **ONNX inference** for faster ML predictions
+- ✅ **Real-time telemetry** dashboard with live sensor data
+- ✅ **Offline support** with request queuing
+- ✅ **Material Design 3** UI with dark mode
+- ✅ **Enhanced security** with JWT refresh tokens
+- ✅ **Better error handling** and user feedback
+- ✅ **Comprehensive API** documentation
 
 ---
 
@@ -115,13 +243,16 @@ python app.py
 
 ## ⚙️ Tech Stack
 
-| Layer         | Tech Used                       |
-|---------------|----------------------------------|
-| Frontend      | HTML, CSS, JS, FontAwesome       |
-| Backend       | Python, Flask, REST APIs         |
-| ML            | Scikit-learn, Pandas, NumPy      |
-| IoT Hardware  | ESP32, RS485 NPK, analog sensors |
-| Auth & Security | JWT, API keys, EEPROM, HTTPS   |
+| Layer            | Technologies                                    |
+|------------------|-------------------------------------------------|
+| **Mobile App**   | React Native, Expo, TypeScript, NativeWind      |
+| **Backend**      | Go, Gin, MongoDB, ONNX Runtime                  |
+| **ML Models**    | Python, Scikit-learn, ONNX                      |
+| **IoT Hardware** | ESP32, RS485 NPK sensor, analog sensors         |
+| **Auth**         | JWT, bcrypt, guest tokens                       |
+| **State Mgmt**   | Zustand (mobile)                                |
+| **Styling**      | TailwindCSS (NativeWind), Material Design 3     |
+| **API**          | REST, JSON, CORS                                |
 
 ---
 
diff --git a/backend/handlers/auth.go b/backend/handlers/auth.go
index 7245735..07ab66f 100644
--- a/backend/handlers/auth.go
+++ b/backend/handlers/auth.go
@@ -359,6 +359,27 @@ func (h *AuthHandler) Logout(c *gin.Context) {
 	c.JSON(http.StatusOK, gin.H{"message": "Logged out successfully."})
 }
 
+func (h *AuthHandler) GuestToken(c *gin.Context) {
+	// Generate a guest token valid for 30 minutes
+	guestToken, err := h.generateGuestToken(30 * time.Minute)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"error": gin.H{
+				"code":    "INTERNAL_ERROR",
+				"message": "Failed to generate guest token.",
+			},
+		})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{
+		"access_token": guestToken,
+		"expires_in":   1800, // 30 minutes in seconds
+		"token_type":   "Bearer",
+		"user_type":    "guest",
+	})
+}
+
 func (h *AuthHandler) generateToken(username, deviceID, tokenType string, duration time.Duration) (string, error) {
 	claims := jwt.MapClaims{
 		"username":   username,
@@ -372,3 +393,17 @@ func (h *AuthHandler) generateToken(username, deviceID, tokenType string, durati
 
 	return token.SignedString([]byte(h.cfg.SecretKey))
 }
+
+func (h *AuthHandler) generateGuestToken(duration time.Duration) (string, error) {
+	claims := jwt.MapClaims{
+		"username":   "guest",
+		"device_id":  "",
+		"token_type": "guest",
+		"exp":        time.Now().Add(duration).Unix(),
+		"iat":        time.Now().Unix(),
+	}
+
+	token := jwt.NewWithClaims(jwt.SigningMethodHS256, claims)
+
+	return token.SignedString([]byte(h.cfg.SecretKey))
+}
diff --git a/backend/handlers/predict.go b/backend/handlers/predict.go
index 0ec8eff..2cf037c 100644
--- a/backend/handlers/predict.go
+++ b/backend/handlers/predict.go
@@ -3,6 +3,7 @@ package handlers
 import (
 	"context"
 	"fmt"
+	"log"
 	"math"
 	"net/http"
 	"strings"
@@ -109,10 +110,60 @@ func (h *PredictHandler) Crop(c *gin.Context) {
 
 	crop, confidence, err := h.onnx.PredictCrop(features)
 	if err != nil {
+		log.Printf("Crop inference error: %v", err)
 		c.JSON(http.StatusInternalServerError, gin.H{
 			"error": gin.H{
 				"code":    "INTERNAL_ERROR",
-				"message": "Crop mdoel inference failed.",
+				"message": fmt.Sprintf("Crop model inference failed: %v", err),
+			},
+		})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{
+		"recommended_crop": crop,
+		"confidence":       math.Round(confidence*100) / 100,
+	})
+}
+
+// GuestCrop handles crop prediction for guest users (no auth required)
+func (h *PredictHandler) GuestCrop(c *gin.Context) {
+	var req predictRequest
+
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusUnprocessableEntity, gin.H{
+			"error": gin.H{
+				"code":    "VALIDATION_ERROR",
+				"message": err.Error(),
+			},
+		})
+		return
+	}
+
+	// Guest users can only use manual source
+	if req.Source != "manual" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"error": gin.H{
+				"code":    "INVALID_SOURCE",
+				"message": "Guest users can only use manual input.",
+			},
+		})
+		return
+	}
+
+	features := []float32{
+		float32(req.N), float32(req.P), float32(req.K),
+		float32(req.Temp), float32(req.Humidity), float32(req.PH),
+		float32(req.Rainfall),
+	}
+
+	crop, confidence, err := h.onnx.PredictCrop(features)
+	if err != nil {
+		log.Printf("GuestCrop inference error: %v", err)
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"error": gin.H{
+				"code":    "INTERNAL_ERROR",
+				"message": fmt.Sprintf("Crop model inference failed: %v", err),
 			},
 		})
 		return
@@ -268,6 +319,123 @@ func (h *PredictHandler) Suitability(c *gin.Context) {
 	})
 }
 
+// GuestSuitability handles suitability analysis for guest users (no auth required)
+func (h *PredictHandler) GuestSuitability(c *gin.Context) {
+	var req predictRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"error": gin.H{
+				"code":    "INTERNAL_ERROR",
+				"message": err.Error(),
+			},
+		})
+		return
+	}
+
+	// Guest users can only use manual source
+	if req.Source != "manual" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"error": gin.H{
+				"code":    "INVALID_SOURCE",
+				"message": "Guest users can only use manual input.",
+			},
+		})
+		return
+	}
+
+	if req.CropName == "" {
+		c.JSON(http.StatusUnprocessableEntity, gin.H{
+			"error": gin.H{
+				"code":    "VALIDATION_ERROR",
+				"message": "crop_name is required.",
+			},
+		})
+		return
+	}
+
+	cropKey := strings.ToLower(strings.ReplaceAll(req.CropName, " ", ""))
+	ideal, ok := idealValues[cropKey]
+	if !ok {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"error": gin.H{
+				"code":    "NOT_FOUND",
+				"message": "Crop not found in dataset.",
+			},
+		})
+		return
+	}
+
+	observed := [7]float64{
+		req.N, req.P, req.K,
+		req.Temp, req.Humidity, req.PH, req.Rainfall,
+	}
+
+	var totalDeviation float64
+	for i := 0; i < 7; i++ {
+		maxDev := ideal[i] * 0.2
+		if maxDev == 0 {
+			maxDev = 1
+		}
+		totalDeviation += math.Abs(observed[i]-ideal[i]) / maxDev
+	}
+	score := math.Abs(100 - (totalDeviation * 100 / 7))
+	score = math.Mod(score, 100)
+	score = math.Round(score*100) / 100
+
+	fertAdvice := map[string]string{
+		"Nitrogen (N)":   "Apply nitrogen-rich fertilizers like urea or ammonium sulfate.",
+		"Phosphorus (P)": "Use phosphorus fertilizers such as bone meal or superphosphate.",
+		"Potassium (K)":  "Add potassium-based fertilizers like potash or wood ash.",
+		"Temperature":    "Use greenhouse techniques or choose planting times strategically.",
+		"Humidity":       "Implement irrigation systems or use mulching techniques.",
+		"pH":             "Add lime to increase pH or sulfur to decrease pH.",
+		"Rainfall":       "Use drip irrigation or rainwater harvesting techniques.",
+	}
+
+	var table []tableRow
+	var recommendations []string
+
+	for i := 0; i < 7; i++ {
+		row := tableRow{
+			Parameter:   paramNames[i],
+			Recommended: math.Round(ideal[i]*100) / 100,
+			Observed:    math.Round(observed[i]*100) / 100,
+
+			Status:  "optimal",
+			Remarks: "Optimial",
+		}
+		low := ideal[i] * 0.8
+		high := ideal[i] * 1.2
+
+		switch {
+		case observed[i] < low:
+			shortage := math.Round((ideal[i] - observed[i]) * 100 / 100)
+			row.Status = "low"
+			row.Remarks = fmt.Sprintf("%s is too low. Increase by %.2f. %s", paramNames[i], shortage, fertAdvice[paramNames[i]])
+			recommendations = append(recommendations, fmt.Sprintf("%s is too low. Increase by %.2f.", paramNames[i], shortage))
+
+		case observed[i] > high:
+			excess := math.Round((observed[i] - ideal[i]) * 100 / 100)
+			row.Status = "high"
+			if paramNames[i] == "Humidity" || paramNames[i] == "Rainfall" {
+				row.Remarks = "Too high."
+			} else {
+				row.Remarks = fmt.Sprintf("Too high. Decrement by %.2f. Consider soil amendments.", excess)
+				recommendations = append(recommendations, fmt.Sprintf("%s is too high. Decrease by %.2f.", paramNames[i], excess))
+			}
+		}
+
+		table = append(table, row)
+	}
+
+	c.JSON(http.StatusOK, gin.H{
+		"crop":              req.CropName,
+		"suitability_score": score,
+		"table":             table,
+		"recommendations":   recommendations,
+	})
+}
+
 func (h *PredictHandler) Fertilizer(c *gin.Context) {
 	var req predictRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
@@ -391,3 +559,72 @@ func applicationAdvice(fertilizer, crop string) string {
 	}
 	return advice
 }
+
+
+// GuestFertilizer handles fertilizer recommendation for guest users (no auth required)
+func (h *PredictHandler) GuestFertilizer(c *gin.Context) {
+	var req predictRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusUnprocessableEntity, gin.H{
+			"error": gin.H{"code": "VALIDATION_ERROR", "message": err.Error()},
+		})
+		return
+	}
+
+	// Guest users can only use manual source
+	if req.Source != "manual" {
+		c.JSON(http.StatusBadRequest, gin.H{
+			"error": gin.H{
+				"code":    "INVALID_SOURCE",
+				"message": "Guest users can only use manual input.",
+			},
+		})
+		return
+	}
+
+	soilType := req.SoilType
+	if soilType == "" {
+		soilType = "Black"
+	}
+	cropName := req.CropName
+	if cropName == "" {
+		cropName = "Wheat"
+	}
+
+	features := []float32{
+		float32(req.Temp), float32(req.Humidity), float32(req.Moisture),
+		float32(encodeSoil(soilType)), float32(encodeCrop(cropName)),
+		float32(req.N), float32(req.K), float32(req.P),
+	}
+
+	fertilizer, err := h.onnx.PredictFertilizer(features)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{
+			"error": gin.H{"code": "INTERNAL_ERROR", "message": "Fertilizer model inference failed."},
+		})
+		return
+	}
+
+	defN := math.Max(0, 50-req.N)
+	defP := math.Max(0, 40-req.P)
+	defK := math.Max(0, 40-req.K)
+
+	resp := gin.H{
+		"fertilizer":   fertilizer,
+		"composition":  fertilizerComposition(fertilizer),
+		"deficiencies": gin.H{"N": defN, "P": defP, "K": defK},
+		"rationale":    "Recommended based on soil and crop requirements.",
+		"application":  applicationAdvice(fertilizer, cropName),
+	}
+	if defN > 0 {
+		resp["nitrogen_advice"] = fmt.Sprintf("Add %.1f kg/ha of nitrogen using Urea or similar.", defN)
+	}
+	if defP > 0 {
+		resp["phosphorus_advice"] = fmt.Sprintf("Add %.1f kg/ha of phosphorus using DAP or similar.", defP)
+	}
+	if defK > 0 {
+		resp["potassium_advice"] = fmt.Sprintf("Add %.1f kg/ha of potassium using Muriate of Potash or similar.", defK)
+	}
+
+	c.JSON(http.StatusOK, resp)
+}
diff --git a/backend/inference/onnx.go b/backend/inference/onnx.go
index 9e519e5..f258b19 100644
--- a/backend/inference/onnx.go
+++ b/backend/inference/onnx.go
@@ -1,12 +1,20 @@
 package inference
 
 import (
+	"fmt"
+	
 	ort "github.com/yalue/onnxruntime_go"
 )
 
 type Models struct {
 	cropSession       *ort.AdvancedSession
 	fertilizerSession *ort.AdvancedSession
+	cropInput         *ort.Tensor[float32]
+	cropOutputLabel   *ort.Tensor[int64]
+	cropOutputProba   *ort.Tensor[float32]
+	fertInput         *ort.Tensor[float32]
+	fertOutputLabel   *ort.Tensor[int64]
+	fertOutputProba   *ort.Tensor[float32]
 	cropLabels        []string
 	fertilizerLabels  []string
 }
@@ -20,7 +28,7 @@ var defaultCropLabels = []string{
 
 var defaultFertilizerLabels = []string{
 	"10-26-26", "14-35-14", "17-17-17", "20-20", "28-28",
-	"DAP", "Potassium sulfate", "Superphosphate", "Urea", "Ammonium sulfate",
+	"DAP", "Urea",
 }
 
 func LoadModels(cropPath, fertilizerPath string) (*Models, error) {
@@ -30,53 +38,54 @@ func LoadModels(cropPath, fertilizerPath string) (*Models, error) {
 		return nil, err
 	}
 
-	cropSession, err := createSession(cropPath, 7)
+	m := &Models{
+		cropLabels:       defaultCropLabels,
+		fertilizerLabels: defaultFertilizerLabels,
+	}
+
+	// Create crop session
+	cropSession, cropInput, cropOutputLabel, cropOutputProba, err := createCropSession(cropPath)
 	if err != nil {
 		return nil, err
 	}
+	m.cropSession = cropSession
+	m.cropInput = cropInput
+	m.cropOutputLabel = cropOutputLabel
+	m.cropOutputProba = cropOutputProba
 
-	fertSession, err := createSession(fertilizerPath, 8)
+	// Create fertilizer session
+	fertSession, fertInput, fertOutputLabel, fertOutputProba, err := createFertilizerSession(fertilizerPath)
 	if err != nil {
 		return nil, err
 	}
+	m.fertilizerSession = fertSession
+	m.fertInput = fertInput
+	m.fertOutputLabel = fertOutputLabel
+	m.fertOutputProba = fertOutputProba
 
-	return &Models{
-		cropSession:       cropSession,
-		fertilizerSession: fertSession,
-		cropLabels:        defaultCropLabels,
-		fertilizerLabels:  defaultFertilizerLabels,
-	}, nil
+	return m, nil
 }
 
 func (m *Models) PredictCrop(features []float32) (string, float64, error) {
-	input, err := ort.NewTensor(ort.NewShape(1, int64(len(features))), features)
-	if err != nil {
-		return "", 0, err
-	}
-
-	defer input.Destroy()
+	// Copy features to input tensor
+	inputData := m.cropInput.GetData()
+	copy(inputData, features)
 
-	outputLabel, err := ort.NewEmptyTensor[int64](ort.NewShape(1))
+	// Run inference
+	err := m.cropSession.Run()
 	if err != nil {
 		return "", 0, err
 	}
-	defer outputLabel.Destroy()
 
-	outputProba, err := ort.NewEmptyTensor[float32](ort.NewShape(1, int64(len(m.cropLabels))))
-	if err != nil {
-		return "", 0, err
-	}
-	defer outputProba.Destroy()
-
-	err = m.cropSession.Run()
-	if err != nil {
-		return "", 0, err
+	// Get outputs
+	idx := int(m.cropOutputLabel.GetData()[0])
+	probas := m.cropOutputProba.GetData()
+	
+	var maxProba float64
+	if idx >= 0 && idx < len(probas) {
+		maxProba = float64(probas[idx])
 	}
 
-	idx := int(outputLabel.GetData()[0])
-	probas := outputProba.GetData()
-	maxProba := float64(probas[idx])
-
 	label := "unknown"
 	if idx >= 0 && idx < len(m.cropLabels) {
 		label = m.cropLabels[idx]
@@ -86,60 +95,94 @@ func (m *Models) PredictCrop(features []float32) (string, float64, error) {
 }
 
 func (m *Models) PredictFertilizer(features []float32) (string, error) {
-	input, err := ort.NewTensor(ort.NewShape(1, int64(len(features))), features)
+	// Copy features to input tensor
+	inputData := m.fertInput.GetData()
+	copy(inputData, features)
+
+	// Run inference
+	err := m.fertilizerSession.Run()
 	if err != nil {
-		return "", err
+		return "", fmt.Errorf("fertilizer session run failed: %w", err)
 	}
-	defer input.Destroy()
 
-	outputLabel, err := ort.NewEmptyTensor[int64](ort.NewShape(1))
+	// Get output
+	idx := int(m.fertOutputLabel.GetData()[0])
+	
+	label := "unknown"
+	if idx >= 0 && idx < len(m.fertilizerLabels) {
+		label = m.fertilizerLabels[idx]
+	}
+
+	return label, nil
+}
+
+func createCropSession(modelPath string) (*ort.AdvancedSession, *ort.Tensor[float32], *ort.Tensor[int64], *ort.Tensor[float32], error) {
+	inputShape := ort.NewShape(1, 7)
+	inputTensor, err := ort.NewEmptyTensor[float32](inputShape)
 	if err != nil {
-		return  "", err
+		return nil, nil, nil, nil, err
 	}
-	defer outputLabel.Destroy()
 
-	err = m.fertilizerSession.Run()
+	outputLabelTensor, err := ort.NewEmptyTensor[int64](ort.NewShape(1))
 	if err != nil {
-		return "", err
+		return nil, nil, nil, nil, err
 	}
 
-	idx := int(outputLabel.GetData()[0])
-	label := "unknown"
-	if idx >= 0 && idx < len(m.fertilizerLabels) {
-		label = m.fertilizerLabels[idx]
+	outputProbaTensor, err := ort.NewEmptyTensor[float32](ort.NewShape(1, 23))
+	if err != nil {
+		return nil, nil, nil, nil, err
 	}
 
-	return label, nil
+	options, err := ort.NewSessionOptions()
+	if err != nil {
+		return nil, nil, nil, nil, err
+	}
+
+	session, err := ort.NewAdvancedSession(
+		modelPath,
+		[]string{"float_input"},
+		[]string{"output_label", "output_probability"},
+		[]ort.ArbitraryTensor{inputTensor},
+		[]ort.ArbitraryTensor{outputLabelTensor, outputProbaTensor},
+		options,
+	)
+
+	return session, inputTensor, outputLabelTensor, outputProbaTensor, err
 }
 
-func createSession(
-	modelPath string, inputSize int) (*ort.AdvancedSession, error) {
-	inputShape := ort.NewShape(1, int64(inputSize))
+func createFertilizerSession(modelPath string) (*ort.AdvancedSession, *ort.Tensor[float32], *ort.Tensor[int64], *ort.Tensor[float32], error) {
+	inputShape := ort.NewShape(1, 8)
 	inputTensor, err := ort.NewEmptyTensor[float32](inputShape)
 	if err != nil {
-		return nil, err
+		return nil, nil, nil, nil, err
 	}
 
-	outputTensor, err := ort.NewEmptyTensor[float32](inputShape)
+	outputLabelTensor, err := ort.NewEmptyTensor[int64](ort.NewShape(1))
 	if err != nil {
-		return nil, err
+		return nil, nil, nil, nil, err
+	}
+
+	// Fertilizer model outputs probabilities (shape [1, 7] based on actual data)
+	outputProbaTensor, err := ort.NewEmptyTensor[float32](ort.NewShape(1, 7))
+	if err != nil {
+		return nil, nil, nil, nil, err
 	}
 
 	options, err := ort.NewSessionOptions()
 	if err != nil {
-		return nil, err
+		return nil, nil, nil, nil, err
 	}
 
 	session, err := ort.NewAdvancedSession(
 		modelPath,
 		[]string{"float_input"},
-		[]string{"label"},
+		[]string{"output_label", "output_probability"},
 		[]ort.ArbitraryTensor{inputTensor},
-		[]ort.ArbitraryTensor{outputTensor},
+		[]ort.ArbitraryTensor{outputLabelTensor, outputProbaTensor},
 		options,
 	)
 
-	return session, err
+	return session, inputTensor, outputLabelTensor, outputProbaTensor, err
 }
 
 func getOrtLibPath() string {
diff --git a/backend/main.go b/backend/main.go
index 86e2271..bde6aea 100644
--- a/backend/main.go
+++ b/backend/main.go
@@ -53,22 +53,29 @@ func main() {
 	r.POST("/api/v1/auth/register",  middleware.NewLimiter("3-M"), authH.Register)
 	r.POST("/api/v1/auth/login",     middleware.NewLimiter("5-M"), authH.Login)
 	r.POST("/api/v1/auth/refresh",   authH.Refresh)
+	r.POST("/api/v1/auth/guest",     middleware.NewLimiter("10-M"), authH.GuestToken)
 	r.POST("/api/v1/device/check",   deviceH.Check)
 
+	// ── Guest prediction endpoints (no auth required) ─────────────────────────
+	r.POST("/api/v1/guest/predict/crop",        middleware.NewLimiter("10-M"), predictH.GuestCrop)
+	r.POST("/api/v1/guest/predict/suitability", middleware.NewLimiter("10-M"), predictH.GuestSuitability)
+	r.POST("/api/v1/guest/predict/fertilizer",  middleware.NewLimiter("10-M"), predictH.GuestFertilizer)
+
 	// ── Protected routes ──────────────────────────────────────────────────────
 	protected := r.Group("/api/v1")
 	protected.Use(middleware.Auth(cfg.SecretKey))
 	{
 		protected.POST("/auth/logout", authH.Logout)
 
-		protected.GET("/sensor/latest",  sensorH.Latest)
-		protected.GET("/sensor/history", sensorH.History)
+		// User-only routes (guest tokens blocked)
+		protected.GET("/sensor/latest",  middleware.RequireUser(), sensorH.Latest)
+		protected.GET("/sensor/history", middleware.RequireUser(), sensorH.History)
+		protected.GET("/weather",        middleware.RequireUser(), weatherH.Get)
 
+		// Prediction routes (guest tokens allowed)
 		protected.POST("/predict/crop",        predictH.Crop)
 		protected.POST("/predict/suitability", predictH.Suitability)
 		protected.POST("/predict/fertilizer",  predictH.Fertilizer)
-
-		protected.GET("/weather", weatherH.Get)
 	}
 
 	log.Printf("TerraDetect backend listening on :%s", cfg.Port)
diff --git a/backend/middleware/auth.go b/backend/middleware/auth.go
index 25d02d2..0e28712 100644
--- a/backend/middleware/auth.go
+++ b/backend/middleware/auth.go
@@ -55,8 +55,28 @@ func Auth(secretKey string) gin.HandlerFunc {
 			return
 		}
 
+		// Store token type for route-level checks
+		tokenType, _ := claims["token_type"].(string)
+		c.Set("token_type", tokenType)
 		c.Set("username", claims["username"])
 		c.Set("device_id", claims["device_id"])
 		c.Next()
 	}
 }
+
+// RequireUser blocks guest tokens from accessing user-only routes
+func RequireUser() gin.HandlerFunc {
+	return func(c *gin.Context) {
+		tokenType, exists := c.Get("token_type")
+		if !exists || tokenType == "guest" {
+			c.AbortWithStatusJSON(http.StatusForbidden, gin.H{
+				"error": gin.H{
+					"code":    "FORBIDDEN",
+					"message": "Guest users cannot access this resource.",
+				},
+			})
+			return
+		}
+		c.Next()
+	}
+}
diff --git a/ml/crop-model.onnx b/ml/crop-model.onnx
index 853b7d6a1d8ebf70da22170dc989a1f87d57389e..707f408448b3b21b33092f64909ceef1b47ae95f 100644
GIT binary patch
delta 641
zcmYk)$5K-P0EOWsAc<ELj13iA_*II=n<5zOSW&U}hKY$92>~G}SeS9~@7%L;#+PuT
zzJU+m!WVHVjLzuhEWVjDXLG)P`_=UE>#rsf@nm9ptd^aq*Jn4iWYXC%9j4;NYI+H}
zBiYE{&oA$hsKlg6nq`@^NL&)KTmo4kt+G;9Nt?9GYDvl(Su5*gy=;&U*(jT2vvkT9
z*(%#)yX=sZbjjk@PT3{9rCWNWSNdd+?3J|alTb2}m7L^dzx2z19FT$x%0W3KhvkSI
zm1A;ThUA2tlv8qA&d6CAmUD7mF35;nluL41uE<rnCfDVL+>~2#TkgnRxhMDKfjpE^
zc_c+C$zv%?MV`o0c_vkPE@M)YajDCMOv($Hl4)tkjJ%XrGAncPTHeT8dH0$5LT7Y%
z;X~(qN3m8cRcfQvdZRy|YB@gjbfh@jyCP^V&Q_;8qMxF%-nJkyR;f&utK-uhkwpmh
z1j&h+#^g+6^uKPh^?yqxhRc<DquQ7Y_AbqI_5G9N_FORx2lB;orSQ0v?+;6bLMGgw
z3p4pJo5_T^g&$kybMbgG7DP&^h1FZ<*Y&gpK_Z%L2_iu(v0-Rc5d3{odc4*i9cm6D
I?X7?EH*@p3yZ`_I

delta 594
zcmX|;xl&UB07cn(J`ga9B7$N(D1w9#0wlQaqT;@yf&qdeVNrsDOJ*oeZJEj+uyn>s
z{=iSMu%#3o#_FDXnp@m2KQ_vLu5XkRgppurHkVkKpI>RN>WwAhv3RsPGZXtOI!Y2H
zL!Z~zkWwj=a;cC?sgi05WSfLiBek+!>ZD#8WQRm#r|gnO*)4mdN%l&!?2{I0mHl!+
z+T@@_<&bP{waZ~SA{}y6I;BgFNw>tLN8-{e3F(uh^vi$@N=ni)B**21oRm{?TF%H>
zIVb1kf?SkKa#^m(uw0dEa$QE`hTN1}a$D}mUAZUs<$*kuNAg%k<%v9%XEG+^@?0`9
zA(JvCS(%m>@=|8xmCQ;`=44(LWKmwr8(EUPEX!MYCo8fl@8yGhluzF&q+5Er!pdA`
zBAbiUE-dF4m-FNQT5~Wwm7UMe<X5BrX{aRpT2>ruDKr&-w-jm`nyW@<7DqCR(XA{_
zf6M;r9tyYajm_mEZGGv~R6L#<=<iQvlbPv6I-QwLX8Tivy~)&M?_jaLwa`}`M9RXF
e35w&bg~s~2Xl)pF20;+12+M-f;@YMxZTth>Jg^7=

diff --git a/ml/fertilizer-model.onnx b/ml/fertilizer-model.onnx
index 03791a95705b098698e84a957cdd2470f2048a39..fc37801367ef9c0461451867e04cd50739a71669 100644
GIT binary patch
delta 2640
zcmYk;WmFdE7R7ORMZgzSL{w~Ln}`Sqh^?5|-HI=zC;|#9c5W5hNu9#!o^d*zbh^8{
zd&cRWzxUp??tJ(?ANE>jo&Dum>+CvmBH`rW6A6lrijS^ZT9#2!US88GGCegTEj2AE
zDpZ<!D(DuL5!Ub67Fpp|z^Z3OSoN()E6R$t8dyOq#)`EXT8*s6R-Dzuinp3t305<!
zxz)l-v|3uNtkzZ=tF6_}YHxM0I$B8<i#l1Itu9tqtDDu`O164fDOOJ_)#_!XS?N}W
z)!WLnvaD>YkCkKfwfb58tpV0RYmhbA8e$E#a;;(3aBGA$(i&xrw(_ho)>vztHQt(F
zO|&LildUP%RBM_w-I`&|v}ReetvS|QYo0aVT43c{3$2h<U=><LR<TuLEwUC{rPdN_
zsa0kzv&yXstI}F-t+1-BYHOvn%35vJSZl1c);epwwZYnGZL&67Tdb|tHfy_OYlpSd
z+GW*RyRALeUTdGV-#TC&v<_LPS*KfPSZ7*iS!Y{^ts~Ys*16Vs*7?>2R-JX!y3o4F
zy4bqJy41SNy4<?Ly3)GJy4t$Ny4JeRy52fw-C*5l-DKTt-D2Hp-Dcfx-C^Bn-DTZv
z9k=eW?zQf-?zbMW9<)wa4_Oaek64ddk6DjfPgqY{Pgze}&sfh|&son~FIX>HFIg{J
zuUM~IuUW5KZ&+_yZ&`0!?^y3z?^*9#A6Oq+A6Xw;pIDz-pIM(<UszvSUs+#U-&o&T
z-&rTE@2wxKAFZFPpRHf4U#;J)->pBaKdry4ziSn~PvHol9wJa5k%&Sx8X$-m#G)Y@
zp)umn1o3E!1T;f)v_K+Sq7_=B4cej|+M@$HA_=FubV6rzL05D`cO;_+QqU8r=!G<-
zBLlsWi7aHJ4|32K{m>r+Fc5<<7(*}=xfq7w7=e)(h0(~v7>va@jK>5_#3W3{6imf5
zOven&#4OCl9L&W$%*O)cV<AE)Kp~1yj1nxuVw7SDmZA*HP>u>zVmVfz3e{MNRalK0
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zc4&_d=!hho>e30F(FI-64c(E99!Nn?q@ownkd6%WMkcb5jXuahU-UzN48TAP!e9)+
zP~>75hGPUqViZOr4`VPE<1ii*FcFh58B;J7(=Z(~FcY&d8*?xh^DrL^kdK83p#X&_
zLNQ9P2#ZmQC0L3wEJHaeP>JPOfhtsEC01cIYOn@tu@3980UNOio3RC3u?^c{?7&X!
zLM?V<5B6do_TvB!29E1cpm9uiUR@~WP#`f>7Ahz%%P%dj&dyAV9J*rB_)tx9OfVu;
zQ(Bc6el$Fg+&CD$w79sksB~FXVi-X%B^Y0^vbu6*b^gC*<75AwB}L~I6_;0+R<8;6
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uNx{11G;Nw39~%rthsQ?-!-9e6sN6=u;QtQ8)MaIH;kgmPu(;U&zW)G|HZ73=

delta 2615
zcmYk;Ra6#O8^v)z#Mc)@L@aE!9Y_n<*xj8kr6>X_*sWW|)+wE0I-Txt(rKr=JDeV;
z$BFOnw_LO4;<wIu&c)gL=B#y29y*q=<M6Qr1%mN`Ws6GF%FD`DCPt+ur==vPB-II(
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zwH8}tR=HJSEwPqb%dASP%35x%uvS{Dtku>UYpu1;T5oNzHd>pk&DIuct7U7OwcXlb
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zJFyG9u?Ksx5BnpI>Oe&O=pJ2zwM#?!MWyjE<yDmxRh4u9KP3i+7Z#OOmQ=1v`gfNb
z7CabUb0qpegyIsTW|UNn4pk(bS!*_*C=Z{QoEtpzM@wE@8sDa<FgqudQxGc5Do)8L
zDo6_zXBK7Vq^G85=cg29Wfat$;;ys-f%u4ESbn=;{Fwq3OUv^^`6Z=<$Hykc1cO}y
afk1p@Fd`717aROfLR@%WWH2nQ(f<IhZ7eeY

diff --git a/mobile/app/(app)/_layout.tsx b/mobile/app/(app)/_layout.tsx
index 82db1aa..3d0293f 100644
--- a/mobile/app/(app)/_layout.tsx
+++ b/mobile/app/(app)/_layout.tsx
@@ -1,29 +1,64 @@
-import { useEffect } from 'react'
+import { useEffect, useState } from 'react'
+import { View } from 'react-native'
 import { Stack } from 'expo-router'
-import { useRouter } from 'expo-router'
+import { useRouter, usePathname } from 'expo-router'
 import { useAuthStore } from '../../store/authStore'
+import { BottomNavigation } from '../../components/BottomNavigation'
 
 export default function AppLayout() {
     const router = useRouter()
-    const { accessToken, loadFromStorage } = useAuthStore()
+    const pathname = usePathname()
+    const { accessToken, isGuest, loadFromStorage } = useAuthStore()
+    const [isReady, setIsReady] = useState(false)
 
     useEffect(() => {
         const init = async () => {
             await loadFromStorage()
-            if (!useAuthStore.getState().accessToken) {
+            const { accessToken: token, isGuest: guest } = useAuthStore.getState()
+            
+            // Guest users can only access predict and output pages
+            const guestAllowedPages = ['predict', 'output']
+            const currentPage = pathname.split('/').pop() || ''
+            const isGuestAllowedPage = guestAllowedPages.includes(currentPage)
+            
+            if (!token) {
+                // No token at all - redirect to landing
                 router.replace('/(auth)/landing')
+            } else if (guest && !isGuestAllowedPage) {
+                // Guest trying to access restricted page - redirect to predict
+                router.replace('/(app)/predict')
+            } else {
+                setIsReady(true)
             }
         }
         init()
-    }, [])
+    }, [pathname])
 
-    if (!accessToken) return null
+    if (!isReady) return null
 
+    // For guest users, only show predict/output pages without navigation
+    if (isGuest) {
+        return (
+            <View className="flex-1">
+                <Stack screenOptions={{ headerShown: false }}>
+                    <Stack.Screen name="predict" />
+                    <Stack.Screen name="output" />
+                </Stack>
+            </View>
+        )
+    }
+
+    // For authenticated users, show all pages with navigation
     return (
-        <Stack screenOptions={{ headerShown: false }}>
-            <Stack.Screen name="dashboard" />
-            <Stack.Screen name="history" />
-            <Stack.Screen name="predict" />
-        </Stack>
+        <View className="flex-1">
+            <Stack screenOptions={{ headerShown: false }}>
+                <Stack.Screen name="dashboard" />
+                <Stack.Screen name="history" />
+                <Stack.Screen name="predict" />
+                <Stack.Screen name="output" />
+                <Stack.Screen name="profile" />
+            </Stack>
+            <BottomNavigation />
+        </View>
     )
 }
\ No newline at end of file
diff --git a/mobile/app/(app)/dashboard.tsx b/mobile/app/(app)/dashboard.tsx
index 8327a5b..1e1fab9 100644
--- a/mobile/app/(app)/dashboard.tsx
+++ b/mobile/app/(app)/dashboard.tsx
@@ -4,13 +4,17 @@ import { LinearGradient } from 'expo-linear-gradient';
 import { api, SensorData } from '../../lib/api';
 import { useRouter } from 'expo-router';
 import { useAuthStore } from '../../store/authStore';
+import { useSensorStore } from '../../store/sensorStore';
 import { StatCard } from '../../components/StatCard';
 import { HealthMeter } from '../../components/HealthMeter';
 import { Card } from '../../components/Card';
+import { ProfileDropdown } from '../../components/ProfileDropdown';
 
 export default function Dashboard() {
+    const router = useRouter();
     const { accessToken, username } = useAuthStore();
     const accessExpiry = useAuthStore((s) => s.accessExpiry ?? null);
+    const { setLatest } = useSensorStore();
     const [data, setData] = useState<SensorData | null>(null);
     const [refreshing, setRefreshing] = useState(false);
     const [loading, setLoading] = useState(true);
@@ -22,8 +26,98 @@ export default function Dashboard() {
         if (!accessToken) return;
         try {
             setError(null);
-            const res = await api.latestSensor(accessToken);
-            setData(res);
+            // Try to get latest sensor data
+            try {
+                const res = await api.latestSensor(accessToken);
+                console.log('=== Latest sensor API response ===');
+                console.log('Full response:', JSON.stringify(res, null, 2));
+                
+                // Extract data from nested structure if present
+                const sensorValues = (res as any).data || res;
+                console.log('Extracted sensor values:', JSON.stringify(sensorValues, null, 2));
+                
+                // Map lowercase field names to uppercase
+                const normalizedData = {
+                    temperature: sensorValues.temperature,
+                    humidity: sensorValues.humidity,
+                    ph: sensorValues.ph,
+                    N: sensorValues.N ?? sensorValues.n ?? 0,
+                    P: sensorValues.P ?? sensorValues.p ?? 0,
+                    K: sensorValues.K ?? sensorValues.k ?? 0,
+                    rainfall: sensorValues.rainfall ?? 0,
+                    timestamp: (res as any).timestamp || new Date().toISOString(),
+                };
+                
+                console.log('=== Normalized data ===');
+                console.log('temperature:', normalizedData.temperature);
+                console.log('humidity:', normalizedData.humidity);
+                console.log('ph:', normalizedData.ph);
+                console.log('N:', normalizedData.N);
+                console.log('P:', normalizedData.P);
+                console.log('K:', normalizedData.K);
+                console.log('Setting data state...');
+                setData(normalizedData);
+                console.log('Data state set successfully');
+                
+                // Update sensor store with the latest data
+                setLatest({
+                    temperature: normalizedData.temperature,
+                    humidity: normalizedData.humidity,
+                    ph: normalizedData.ph,
+                    N: normalizedData.N,
+                    P: normalizedData.P,
+                    K: normalizedData.K,
+                    ec: sensorValues.ec ?? 0,
+                    moisture: sensorValues.moisture ?? 0,
+                }, normalizedData.timestamp);
+            } catch (latestError) {
+                // If no latest data, try to get from history
+                console.log('=== No latest sensor data, trying history ===');
+                console.log('Latest error:', latestError);
+                try {
+                    const historyRes = await api.sensorHistory(accessToken, 1, 1);
+                    console.log('History response:', JSON.stringify(historyRes, null, 2));
+                    if (historyRes.history && historyRes.history.length > 0) {
+                        // Convert history item to SensorData format
+                        const lastReading = historyRes.history[0];
+                        console.log('Last reading from history:', JSON.stringify(lastReading, null, 2));
+                        const sensorData = {
+                            temperature: lastReading.temperature,
+                            humidity: lastReading.humidity,
+                            ph: lastReading.ph,
+                            N: lastReading.N,
+                            P: lastReading.P,
+                            K: lastReading.K,
+                            rainfall: 0, // History doesn't have rainfall
+                            timestamp: lastReading.timestamp,
+                        };
+                        console.log('=== Setting data from history ===');
+                        console.log('temperature:', sensorData.temperature);
+                        console.log('humidity:', sensorData.humidity);
+                        console.log('ph:', sensorData.ph);
+                        console.log('N:', sensorData.N);
+                        console.log('P:', sensorData.P);
+                        console.log('K:', sensorData.K);
+                        setData(sensorData);
+                        console.log('Data state set from history successfully');
+                        // Update sensor store with history data
+                        setLatest({
+                            temperature: lastReading.temperature,
+                            humidity: lastReading.humidity,
+                            ph: lastReading.ph,
+                            N: lastReading.N,
+                            P: lastReading.P,
+                            K: lastReading.K,
+                            ec: lastReading.ec ?? 0,
+                            moisture: lastReading.moisture ?? 0,
+                        }, lastReading.timestamp);
+                    } else {
+                        throw new Error('No sensor data available');
+                    }
+                } catch (historyError) {
+                    throw latestError; // Throw the original error if history also fails
+                }
+            }
         } catch (err: unknown) {
             console.error('Fetch error:', err);
             setError(err instanceof Error ? err.message : String(err) || 'Failed to load sensor data');
@@ -61,10 +155,6 @@ export default function Dashboard() {
         await store.logout();
     };
 
-    const router = useRouter();
-
-    
-
     const onRefresh = async () => {
         setRefreshing(true);
         await fetchData();
@@ -212,9 +302,7 @@ export default function Dashboard() {
                         <Pressable className='p-2 rounded-full active:bg-primary-fixed/20 dark:active:bg-primary-fixed/10'>
                             <Text className='text-on-surface-variant dark:text-on-surface-variant-dark text-2xl'>🔔</Text>
                         </Pressable>
-                        <View className='w-10 h-10 rounded-full bg-primary-fixed dark:bg-primary-fixed items-center justify-center overflow-hidden'>
-                            <Text className='text-xl'>👨‍🌾</Text>
-                        </View>
+                        <ProfileDropdown username={username || 'Farmer'} />
                     </View>
                 </View>
             </View>
@@ -225,7 +313,7 @@ export default function Dashboard() {
             >
                 <View className='pt-6 pb-32 px-6'>
                     {/* Welcome Section */}
-                    <View className='mb-10'>
+                    <View className='mb-6'>
                         <Text className='font-headline font-extrabold text-4xl text-on-surface dark:text-on-surface-dark tracking-tight leading-tight'>
                             {getGreeting()},{'\n'}
                             <Text className='text-primary dark:text-primary-dark'>{username || 'Farmer'}!</Text>
@@ -235,10 +323,39 @@ export default function Dashboard() {
                         </Text>
                     </View>
 
-                    {/* Hero Bento Grid */}
-                    <View className='flex-row gap-6 mb-12'>
-                        {/* Featured Field Status - 2/3 width */}
-                        <Card variant='elevated' padding='lg' className='flex-[2] min-h-[240px]'>
+                    {/* Quick Health Status */}
+                    {data && (
+                        <View className='mb-10 bg-surface-container-lowest dark:bg-surface-container-lowest-dark rounded-lg p-4 flex-row items-center justify-between'>
+                            <View className='flex-row items-center gap-3'>
+                                <View className='w-12 h-12 bg-primary/10 dark:bg-primary-dark/20 rounded-full items-center justify-center'>
+                                    <Text className='text-2xl'>
+                                        {data.ph >= 6.0 && data.ph <= 7.5 ? '✅' : '⚠️'}
+                                    </Text>
+                                </View>
+                                <View>
+                                    <Text className='font-headline font-bold text-base text-on-surface dark:text-on-surface-dark'>
+                                        {data.ph >= 6.0 && data.ph <= 7.5 ? 'Optimal Conditions' : 'Needs Attention'}
+                                    </Text>
+                                    <Text className='font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark'>
+                                        Last updated: {new Date().toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' })}
+                                    </Text>
+                                </View>
+                            </View>
+                            <Pressable 
+                                onPress={() => router.push('/(app)/history')}
+                                className='px-4 py-2 bg-surface-container-high dark:bg-surface-container-high-dark rounded-full'
+                            >
+                                <Text className='font-label font-semibold text-xs text-on-surface dark:text-on-surface-dark'>
+                                    History
+                                </Text>
+                            </Pressable>
+                        </View>
+                    )}
+
+                    {/* Hero Bento Grid - Mobile Optimized */}
+                    <View className='gap-4 mb-8'>
+                        {/* Featured Field Status - Full Width on Mobile */}
+                        <Card variant='elevated' padding='lg' className='min-h-[200px]'>
                             <View className='absolute inset-0 z-0 bg-primary/20 dark:bg-primary-dark/20 rounded-lg'>
                                 {/* Gradient overlay */}
                                 <LinearGradient
@@ -263,22 +380,28 @@ export default function Dashboard() {
                             </View>
                         </Card>
 
-                        {/* pH Health Meter - 1/3 width */}
-                        <View className='flex-1 bg-surface-container-lowest dark:bg-surface-container-lowest-dark p-6 rounded-lg border-l-4 border-tertiary dark:border-tertiary-dark shadow-sm'>
-                            <View className='flex-row justify-between items-start mb-6'>
-                                <View className='w-12 h-12 bg-tertiary-fixed dark:bg-tertiary-fixed-dark rounded-xl items-center justify-center'>
-                                    <Text className='text-2xl'>🧪</Text>
+                        {/* pH Health Meter - Full Width on Mobile */}
+                        <View className='bg-surface-container-lowest dark:bg-surface-container-lowest-dark p-6 rounded-lg border-l-4 border-tertiary dark:border-tertiary-dark shadow-sm'>
+                            <View className='flex-row justify-between items-start mb-4'>
+                                <View className='flex-row items-center gap-3'>
+                                    <View className='w-12 h-12 bg-tertiary-fixed dark:bg-tertiary-fixed-dark rounded-xl items-center justify-center'>
+                                        <Text className='text-2xl'>🧪</Text>
+                                    </View>
+                                    <View>
+                                        <Text className='text-on-surface-variant dark:text-on-surface-variant-dark font-label font-medium uppercase text-xs tracking-widest'>
+                                            Soil pH Level
+                                        </Text>
+                                        <Text className='text-4xl font-black font-headline text-on-surface dark:text-on-surface-dark'>
+                                            {data?.ph?.toFixed(1) ?? '--'}
+                                        </Text>
+                                    </View>
+                                </View>
+                                <View className='px-3 py-1 bg-tertiary/10 dark:bg-tertiary-dark/20 rounded-full'>
+                                    <Text className='text-tertiary dark:text-tertiary-dark font-headline font-bold text-sm'>
+                                        {data?.ph && data.ph >= 6.0 && data.ph <= 7.5 ? 'Optimal' : 'Monitor'}
+                                    </Text>
                                 </View>
-                                <Text className='text-tertiary dark:text-tertiary-dark font-headline font-bold'>
-                                    {data?.ph && data.ph >= 6.0 && data.ph <= 7.5 ? 'Optimal' : 'Monitor'}
-                                </Text>
                             </View>
-                            <Text className='text-on-surface-variant dark:text-on-surface-variant-dark font-label font-medium uppercase text-xs tracking-widest mb-1'>
-                                Soil pH Level
-                            </Text>
-                            <Text className='text-5xl font-black font-headline text-on-surface dark:text-on-surface-dark mb-8'>
-                                {data?.ph?.toFixed(1) ?? '--'}
-                            </Text>
                             <HealthMeter
                                 value={data?.ph ?? 7.0}
                                 min={0}
@@ -300,7 +423,7 @@ export default function Dashboard() {
                         <ScrollView horizontal showsHorizontalScrollIndicator={false} className='gap-4'>
                             <StatCard
                                 label='Temperature'
-                                value={`${data?.temperature?.toFixed(1) ?? '--'}°C`}
+                                value={data?.temperature != null ? `${data.temperature.toFixed(1)}°C` : '--°C'}
                                 icon='🌡️'
                                 trend='+2.1%'
                                 color='orange'
@@ -308,7 +431,7 @@ export default function Dashboard() {
                             />
                             <StatCard
                                 label='Humidity'
-                                value={`${data?.humidity?.toFixed(0) ?? '--'}%`}
+                                value={data?.humidity != null ? `${data.humidity.toFixed(0)}%` : '--%'}
                                 icon='💧'
                                 trend='-0.5%'
                                 color='blue'
@@ -316,7 +439,7 @@ export default function Dashboard() {
                             />
                             <StatCard
                                 label='Nitrogen (N)'
-                                value={`${data?.N?.toFixed(0) ?? '--'}`}
+                                value={data?.N != null ? `${data.N.toFixed(0)}` : '--'}
                                 icon='🌿'
                                 trend='Stable'
                                 color='green'
@@ -324,7 +447,7 @@ export default function Dashboard() {
                             />
                             <StatCard
                                 label='Phosphorus (P)'
-                                value={`${data?.P?.toFixed(0) ?? '--'}`}
+                                value={data?.P != null ? `${data.P.toFixed(0)}` : '--'}
                                 icon='🧪'
                                 trend='+12%'
                                 color='purple'
@@ -332,56 +455,67 @@ export default function Dashboard() {
                             />
                             <StatCard
                                 label='Potassium (K)'
-                                value={`${data?.K?.toFixed(0) ?? '--'}`}
+                                value={data?.K != null ? `${data.K.toFixed(0)}` : '--'}
                                 icon='🌾'
                                 trend='-2.4%'
                                 color='amber'
+                                className='mr-4'
+                            />
+                            <StatCard
+                                label='EC (mS/cm)'
+                                value={(data as any)?.ec != null ? `${((data as any).ec).toFixed(1)}` : '--'}
+                                icon='⚡'
+                                trend='Normal'
+                                color='blue'
                             />
                         </ScrollView>
                     </View>
 
-                    {/* Secondary Insights Area */}
-                    <View className='bg-surface-container-low dark:bg-surface-container-low-dark rounded-lg p-1'>
-                        <View className='flex-row gap-1'>
-                            {/* Hydration Forecast */}
-                            <View className='flex-1 bg-surface-container-lowest dark:bg-surface-container-lowest-dark p-6 rounded-lg'>
-                                <Text className='font-headline font-bold text-lg text-on-surface dark:text-on-surface-dark mb-4'>
-                                    Hydration Forecast
-                                </Text>
-                                <View className='flex-row items-end gap-2 h-32'>
-                                    <View className='bg-primary/20 dark:bg-primary-dark/20 flex-1 rounded-t-md' style={{ height: '40%' }} />
-                                    <View className='bg-primary/20 dark:bg-primary-dark/20 flex-1 rounded-t-md' style={{ height: '60%' }} />
-                                    <View className='bg-primary/40 dark:bg-primary-dark/40 flex-1 rounded-t-md' style={{ height: '80%' }} />
-                                    <View className='bg-primary dark:bg-primary-dark flex-1 rounded-t-md' style={{ height: '100%' }} />
-                                    <View className='bg-primary/60 dark:bg-primary-dark/60 flex-1 rounded-t-md' style={{ height: '70%' }} />
-                                    <View className='bg-primary/30 dark:bg-primary-dark/30 flex-1 rounded-t-md' style={{ height: '50%' }} />
-                                </View>
-                                <View className='flex-row justify-between mt-4'>
-                                    {['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat'].map((day) => (
-                                        <Text key={day} className='text-[10px] font-bold text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-tighter'>
-                                            {day}
-                                        </Text>
-                                    ))}
-                                </View>
+                    {/* Secondary Insights Area - Mobile Optimized */}
+                    <View className='gap-4'>
+                        {/* Hydration Forecast */}
+                        <View className='bg-surface-container-lowest dark:bg-surface-container-lowest-dark p-6 rounded-lg'>
+                            <Text className='font-headline font-bold text-lg text-on-surface dark:text-on-surface-dark mb-4'>
+                                Hydration Forecast
+                            </Text>
+                            <View className='flex-row items-end gap-2 h-32'>
+                                <View className='bg-primary/20 dark:bg-primary-dark/20 flex-1 rounded-t-md' style={{ height: '40%' }} />
+                                <View className='bg-primary/20 dark:bg-primary-dark/20 flex-1 rounded-t-md' style={{ height: '60%' }} />
+                                <View className='bg-primary/40 dark:bg-primary-dark/40 flex-1 rounded-t-md' style={{ height: '80%' }} />
+                                <View className='bg-primary dark:bg-primary-dark flex-1 rounded-t-md' style={{ height: '100%' }} />
+                                <View className='bg-primary/60 dark:bg-primary-dark/60 flex-1 rounded-t-md' style={{ height: '70%' }} />
+                                <View className='bg-primary/30 dark:bg-primary-dark/30 flex-1 rounded-t-md' style={{ height: '50%' }} />
+                            </View>
+                            <View className='flex-row justify-between mt-4'>
+                                {['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat'].map((day) => (
+                                    <Text key={day} className='text-[10px] font-bold text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-tighter'>
+                                        {day}
+                                    </Text>
+                                ))}
                             </View>
+                        </View>
 
-                            {/* Predictive Action */}
-                            <View className='flex-1 bg-surface-container-lowest dark:bg-surface-container-lowest-dark p-6 rounded-lg items-center justify-center'>
-                                <View className='w-16 h-16 bg-primary-fixed dark:bg-primary-fixed-dark rounded-full items-center justify-center mb-4'>
+                        {/* Predictive Action */}
+                        <View className='bg-surface-container-lowest dark:bg-surface-container-lowest-dark p-6 rounded-lg'>
+                            <View className='flex-row items-center gap-4 mb-4'>
+                                <View className='w-16 h-16 bg-primary-fixed dark:bg-primary-fixed-dark rounded-full items-center justify-center'>
                                     <Text className='text-3xl'>💡</Text>
                                 </View>
-                                <Text className='font-headline font-bold text-lg text-on-surface dark:text-on-surface-dark text-center'>
+                                <Text className='font-headline font-bold text-xl text-on-surface dark:text-on-surface-dark flex-1'>
                                     Predictive Action
                                 </Text>
-                                <Text className='text-on-surface-variant dark:text-on-surface-variant-dark font-body text-sm mt-2 text-center max-w-[240px]'>
-                                    Nitrogen levels are peaking. Delay fertilization for 48 hours to prevent runoff.
-                                </Text>
-                                <Pressable className='mt-6'>
-                                    <Text className='text-primary dark:text-primary-dark font-label font-bold text-sm'>
-                                        View Full Analysis
-                                    </Text>
-                                </Pressable>
                             </View>
+                            <Text className='text-on-surface-variant dark:text-on-surface-variant-dark font-body text-base leading-relaxed mb-4'>
+                                Nitrogen levels are peaking. Delay fertilization for 48 hours to prevent runoff.
+                            </Text>
+                            <Pressable 
+                                className='bg-primary dark:bg-primary-dark px-6 py-3 rounded-full self-start'
+                                onPress={() => router.push('/(app)/output')}
+                            >
+                                <Text className='text-on-primary dark:text-on-primary-dark font-label font-bold text-sm'>
+                                    View Full Analysis →
+                                </Text>
+                            </Pressable>
                         </View>
                     </View>
                 </View>
@@ -400,9 +534,6 @@ export default function Dashboard() {
                         <Pressable onPress={handleClaimDevice} className='bg-surface-container px-4 py-2 rounded-full mb-2 shadow-sm'>
                             <Text className='text-on-surface'>🧷 Claim Device</Text>
                         </Pressable>
-                        <Pressable onPress={() => router.push('/manual-input')} className='bg-surface-container px-4 py-2 rounded-full mb-2 shadow-sm'>
-                            <Text className='text-on-surface'>✍️ Manual Input</Text>
-                        </Pressable>
                         <Pressable onPress={handleLogout} className='bg-error-container px-4 py-2 rounded-full shadow-sm'>
                             <Text className='text-on-error'>🚪 Logout</Text>
                         </Pressable>
diff --git a/mobile/app/(app)/history.tsx b/mobile/app/(app)/history.tsx
index c1eb9d2..2cdeae5 100644
--- a/mobile/app/(app)/history.tsx
+++ b/mobile/app/(app)/history.tsx
@@ -74,42 +74,115 @@ function WeeklyTrendChart() {
 
 function HistoryRow({ item }: { item: SensorReading }) {
     const date = new Date(item.timestamp)
-    const dateStr = date.toLocaleDateString([], { month: 'short', day: 'numeric', year: 'numeric' })
+    const dateStr = date.toLocaleDateString([], { month: 'short', day: 'numeric' })
     const timeStr = date.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' })
 
     return (
-        <View className="bg-surface-container-low rounded-lg p-4 mb-3 flex-row items-center justify-between gap-3">
-            <View className="flex-row items-center gap-3 flex-1">
-                <View className="w-11 h-11 rounded-full bg-surface-container-highest items-center justify-center">
-                    <Text className="text-lg">📋</Text>
-                </View>
-                <View className="flex-1">
-                    <Text className="font-headline font-bold text-on-surface text-sm">{dateStr}</Text>
-                    <Text className="font-label text-[11px] text-on-surface-variant uppercase tracking-wide">
-                        {timeStr}
-                    </Text>
+        <View className="bg-surface-container-low dark:bg-surface-container-low-dark rounded-lg p-3 mb-2">
+            {/* Header Row with Date/Time */}
+            <View className="flex-row items-center justify-between mb-3 pb-2 border-b border-outline-variant/20 dark:border-outline-variant-dark/20">
+                <View className="flex-row items-center gap-2">
+                    <View className="w-8 h-8 rounded-full bg-surface-container-highest dark:bg-surface-container-highest-dark items-center justify-center">
+                        <Text className="text-sm">📋</Text>
+                    </View>
+                    <View>
+                        <Text className="font-headline font-bold text-on-surface dark:text-on-surface-dark text-xs">
+                            {dateStr}
+                        </Text>
+                        <Text className="font-label text-[10px] text-on-surface-variant dark:text-on-surface-variant-dark">
+                            {timeStr}
+                        </Text>
+                    </View>
                 </View>
             </View>
-            {/* Sensor values */}
-            <View className="flex-row gap-3 items-center flex-wrap">
-                <View className="items-center">
-                    <Text className="text-[9px] font-label uppercase text-on-surface-variant mb-0.5">Temp</Text>
-                    <Text className="font-headline font-bold text-xs text-on-surface">{item.temperature.toFixed(1)}°C</Text>
+
+            {/* Data Grid - 2 columns */}
+            <View className="gap-2">
+                {/* Row 1: Temp & Humidity */}
+                <View className="flex-row gap-2">
+                    <View className="flex-1 bg-orange-50/50 dark:bg-orange-900/20 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            TEMP
+                        </Text>
+                        <Text className="font-headline font-black text-lg text-on-surface dark:text-on-surface-dark">
+                            {item.temperature.toFixed(1)}°C
+                        </Text>
+                    </View>
+                    <View className="flex-1 bg-blue-50/50 dark:bg-blue-900/20 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            HUMID
+                        </Text>
+                        <Text className="font-headline font-black text-lg text-on-surface dark:text-on-surface-dark">
+                            {item.humidity.toFixed(0)}%
+                        </Text>
+                    </View>
                 </View>
-                <View className="items-center">
-                    <Text className="text-[9px] font-label uppercase text-on-surface-variant mb-0.5">Humid</Text>
-                    <Text className="font-headline font-bold text-xs text-on-surface">{item.humidity.toFixed(0)}%</Text>
+
+                {/* Row 2: pH & EC */}
+                <View className="flex-row gap-2">
+                    <View className="flex-1 bg-tertiary-container/30 dark:bg-tertiary-container-dark/30 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            pH LEVEL
+                        </Text>
+                        <Text className="font-headline font-black text-lg text-tertiary dark:text-tertiary-dark">
+                            {item.ph.toFixed(1)}
+                        </Text>
+                    </View>
+                    <View className="flex-1 bg-secondary-container/30 dark:bg-secondary-container-dark/30 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            EC (mS/cm)
+                        </Text>
+                        <Text className="font-headline font-black text-lg text-secondary dark:text-secondary-dark">
+                            {((item as any).ec ?? 0.0).toFixed(1)}
+                        </Text>
+                    </View>
                 </View>
-                <View className="items-center">
-                    <Text className="text-[9px] font-label uppercase text-on-surface-variant mb-0.5">pH</Text>
-                    <Text className="font-headline font-bold text-xs text-tertiary">{item.ph.toFixed(1)}</Text>
+
+                {/* Row 3: NPK */}
+                <View className="flex-row gap-2">
+                    <View className="flex-1 bg-green-50/50 dark:bg-green-900/20 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            N
+                        </Text>
+                        <Text className="font-headline font-black text-base text-primary dark:text-primary-dark">
+                            {item.N.toFixed(0)}
+                        </Text>
+                    </View>
+                    <View className="flex-1 bg-purple-50/50 dark:bg-purple-900/20 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            P
+                        </Text>
+                        <Text className="font-headline font-black text-base text-secondary dark:text-secondary-dark">
+                            {item.P.toFixed(0)}
+                        </Text>
+                    </View>
+                    <View className="flex-1 bg-amber-50/50 dark:bg-amber-900/20 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            K
+                        </Text>
+                        <Text className="font-headline font-black text-base text-tertiary dark:text-tertiary-dark">
+                            {item.K.toFixed(0)}
+                        </Text>
+                    </View>
                 </View>
-                <View className="items-center">
-                    <Text className="text-[9px] font-label uppercase text-on-surface-variant mb-0.5">NPK</Text>
-                    <View className="flex-row gap-1">
-                        <Text className="text-[10px] font-bold text-primary">N:{item.N.toFixed(0)}</Text>
-                        <Text className="text-[10px] font-bold text-secondary">P:{item.P.toFixed(0)}</Text>
-                        <Text className="text-[10px] font-bold text-tertiary">K:{item.K.toFixed(0)}</Text>
+
+                {/* Row 4: Moisture & Rainfall */}
+                <View className="flex-row gap-2">
+                    <View className="flex-1 bg-cyan-50/50 dark:bg-cyan-900/20 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            MOISTURE
+                        </Text>
+                        <Text className="font-headline font-black text-lg text-on-surface dark:text-on-surface-dark">
+                            {(item.moisture ?? 0.0).toFixed(1)}%
+                        </Text>
+                    </View>
+                    <View className="flex-1 bg-indigo-50/50 dark:bg-indigo-900/20 rounded-md p-2">
+                        <Text className="text-[9px] font-label uppercase text-on-surface-variant dark:text-on-surface-variant-dark tracking-wider mb-0.5">
+                            RAINFALL
+                        </Text>
+                        <Text className="font-headline font-black text-lg text-on-surface dark:text-on-surface-dark">
+                            {((item as any).rainfall ?? 0.0).toFixed(0)} mm
+                        </Text>
                     </View>
                 </View>
             </View>
diff --git a/mobile/app/(app)/manual-input.tsx b/mobile/app/(app)/manual-input.tsx
deleted file mode 100644
index 7d401c9..0000000
--- a/mobile/app/(app)/manual-input.tsx
+++ /dev/null
@@ -1,84 +0,0 @@
-import React, { useState } from 'react';
-import { View, Text, ScrollView, TextInput, Pressable, Alert } from 'react-native';
-import { api } from '../../lib/api';
-
-export default function ManualInput() {
-  const [temperature, setTemperature] = useState('');
-  const [humidity, setHumidity] = useState('');
-  const [ph, setPh] = useState('');
-  const [N, setN] = useState('');
-  const [P, setP] = useState('');
-  const [K, setK] = useState('');
-  const [rainfall, setRainfall] = useState('');
-  const [loading, setLoading] = useState(false);
-
-  const parseNumber = (s: string) => {
-    const n = Number(s);
-    return Number.isFinite(n) ? n : undefined;
-  };
-
-  const handlePredict = async () => {
-    const body: Record<string, number> = {};
-    const t = parseNumber(temperature);
-    const h = parseNumber(humidity);
-    const p = parseNumber(ph);
-    const n = parseNumber(N);
-    const pp = parseNumber(P);
-    const k = parseNumber(K);
-    const r = parseNumber(rainfall);
-
-    if (t === undefined || h === undefined || p === undefined || n === undefined || pp === undefined || k === undefined) {
-      return Alert.alert('Validation', 'Please fill temperature, humidity, pH, N, P, and K with numbers.');
-    }
-
-    body.temperature = t;
-    body.humidity = h;
-    body.ph = p;
-    body.N = n;
-    body.P = pp;
-    body.K = k;
-    if (r !== undefined) body.rainfall = r;
-
-    setLoading(true);
-    try {
-      const res = await api.guestPredictCrop(body);
-      Alert.alert('Prediction', `Recommended crop: ${res.recommended_crop}\nConfidence: ${Math.round(res.confidence * 100)}%`);
-    } catch (e) {
-      Alert.alert('Prediction failed', e instanceof Error ? e.message : String(e));
-    } finally {
-      setLoading(false);
-    }
-  };
-
-  const InputRow = ({ label, value, onChange, placeholder }: { label:string; value:string; onChange:(v:string)=>void; placeholder?:string }) => (
-    <View className='mb-4'>
-      <Text className='font-semibold text-base mb-1'>{label}</Text>
-      <TextInput
-        value={value}
-        onChangeText={onChange}
-        placeholder={placeholder}
-        keyboardType='numeric'
-        className='border border-gray-300 px-3 py-2 rounded'
-      />
-    </View>
-  );
-
-  return (
-    <View className='flex-1 bg-background dark:bg-surface-dark'>
-      <ScrollView className='p-6'>
-        <Text className='text-2xl font-headline font-extrabold mb-4'>Manual Input</Text>
-        <InputRow label='Temperature (°C)' value={temperature} onChange={setTemperature} placeholder='e.g. 24.5' />
-        <InputRow label='Humidity (%)' value={humidity} onChange={setHumidity} placeholder='e.g. 45' />
-        <InputRow label='pH' value={ph} onChange={setPh} placeholder='e.g. 6.8' />
-        <InputRow label='Nitrogen (N)' value={N} onChange={setN} placeholder='e.g. 20' />
-        <InputRow label='Phosphorus (P)' value={P} onChange={setP} placeholder='e.g. 15' />
-        <InputRow label='Potassium (K)' value={K} onChange={setK} placeholder='e.g. 30' />
-        <InputRow label='Rainfall (mm) — optional' value={rainfall} onChange={setRainfall} placeholder='e.g. 5' />
-
-        <Pressable onPress={handlePredict} className='mt-4 bg-primary px-4 py-3 rounded' disabled={loading}>
-          <Text className='text-on-primary font-semibold text-center'>{loading ? 'Predicting…' : 'Predict'}</Text>
-        </Pressable>
-      </ScrollView>
-    </View>
-  );
-}
diff --git a/mobile/app/(app)/output.tsx b/mobile/app/(app)/output.tsx
new file mode 100644
index 0000000..a93b95b
--- /dev/null
+++ b/mobile/app/(app)/output.tsx
@@ -0,0 +1,716 @@
+import React, { useState, useEffect } from 'react'
+import {
+    View, Text, ScrollView,
+    TouchableOpacity, ActivityIndicator, Alert, Modal, FlatList,
+} from 'react-native'
+import { LinearGradient } from 'expo-linear-gradient'
+import { useRouter } from 'expo-router'
+import { api } from '../../lib/api'
+import { getErrorMessage } from '../../lib/error'
+import { useAuthStore } from '../../store/authStore'
+import { useSensorStore, SensorReading } from '../../store/sensorStore'
+import { usePredictionStore, PredictionMode } from '../../store/predictionStore'
+
+type Mode = 'crop' | 'suitability' | 'fertilizer'
+
+interface CropResult { recommended_crop: string; confidence: number }
+interface SuitabilityTableRow { parameter: string; recommended: number; observed: number; status: string }
+interface SuitabilityResult { crop: string; suitability_score: number; table: SuitabilityTableRow[] }
+interface FertilizerResult {
+    fertilizer: string; composition: string; application: string
+    nitrogen_advice?: string; phosphorus_advice?: string; potassium_advice?: string
+}
+type PredictResult = CropResult | SuitabilityResult | FertilizerResult | null
+
+function isCropResult(r: PredictResult): r is CropResult {
+    return r !== null && 'recommended_crop' in r
+}
+function isSuitabilityResult(r: PredictResult): r is SuitabilityResult {
+    return r !== null && 'suitability_score' in r
+}
+function isFertilizerResult(r: PredictResult): r is FertilizerResult {
+    return r !== null && 'fertilizer' in r
+}
+
+function CropResultView({ result }: { result: CropResult }) {
+    const confidence = result.confidence ?? 0
+    return (
+        <View className="bg-primary/5 rounded-[1.8rem] p-1 mt-2">
+            <View className="bg-surface-container-lowest p-6 rounded-[1.5rem]">
+                <View className="flex-row justify-between items-start mb-4">
+                    <View>
+                        <View className="bg-primary/10 rounded-sm px-3 py-1 self-start mb-2">
+                            <Text className="font-label text-[10px] uppercase tracking-widest font-bold text-primary">Top Match</Text>
+                        </View>
+                        <Text className="font-headline font-extrabold text-5xl text-primary capitalize">
+                            {result.recommended_crop}
+                        </Text>
+                    </View>
+                    <View className="items-end">
+                        <Text className="font-headline font-black text-4xl text-on-surface">
+                            {confidence.toFixed(0)}%
+                        </Text>
+                        <Text className="text-xs font-label text-on-surface-variant uppercase tracking-tighter">
+                            Confidence
+                        </Text>
+                    </View>
+                </View>
+                {/* Progress bar */}
+                <View className="flex-row items-center gap-3">
+                    <View className="flex-1 bg-surface-container rounded-full h-3 overflow-hidden">
+                        <View
+                            className="bg-primary h-full rounded-full"
+                            style={{ width: `${Math.min(confidence, 100)}%` }}
+                        />
+                    </View>
+                    <Text className="text-primary text-lg">✓</Text>
+                </View>
+            </View>
+        </View>
+    )
+}
+
+function SuitabilityResultView({ result }: { result: SuitabilityResult }) {
+    return (
+        <View className="mt-4 space-y-3">
+            <View className="bg-surface-container-lowest p-6 rounded-lg border-l-4 border-secondary">
+                <Text className="font-headline font-bold text-2xl text-secondary capitalize mb-1">
+                    {result.crop}
+                </Text>
+                <Text className="text-on-surface-variant text-sm">
+                    Suitability Score: <Text className="font-bold text-on-surface">{result.suitability_score?.toFixed(1)}%</Text>
+                </Text>
+            </View>
+            {result.table?.map((row, i) => (
+                <View
+                    key={i}
+                    className="flex-row justify-between items-center px-4 py-3 rounded-lg"
+                    style={{
+                        backgroundColor: row.status === 'optimal' ? 'rgba(0,107,44,0.08)' :
+                            row.status === 'low' ? 'rgba(130,81,0,0.08)' : 'rgba(186,26,26,0.08)'
+                    }}
+                >
+                    <Text className="font-body text-sm font-medium text-on-surface">{row.parameter}</Text>
+                    <Text className="text-on-surface-variant text-xs font-label">{row.observed} / {row.recommended}</Text>
+                    <Text className={`text-xs font-bold font-label uppercase tracking-wider ${row.status === 'optimal' ? 'text-primary' : row.status === 'low' ? 'text-tertiary' : 'text-error'
+                        }`}>
+                        {row.status}
+                    </Text>
+                </View>
+            ))}
+        </View>
+    )
+}
+
+function FertilizerResultView({ result }: { result: FertilizerResult }) {
+    return (
+        <View className="mt-4 space-y-4">
+            <View className="bg-surface-container-lowest p-6 rounded-lg border-l-4 border-tertiary">
+                <View className="flex-row items-center gap-3 mb-3">
+                    <View className="w-10 h-10 rounded-full items-center justify-center" style={{ backgroundColor: 'rgba(130,81,0,0.10)' }}>
+                        <Text className="text-xl">🧪</Text>
+                    </View>
+                    <View>
+                        <Text className="font-headline font-bold text-lg text-on-surface">{result.fertilizer}</Text>
+                        <Text className="text-on-surface-variant text-xs font-label">{result.composition}</Text>
+                    </View>
+                </View>
+                <Text className="text-on-surface-variant text-sm font-body leading-relaxed">{result.application}</Text>
+            </View>
+            {result.nitrogen_advice && (
+                <View className="bg-surface-container-lowest p-5 rounded-lg border-l-4 border-primary">
+                    <Text className="font-headline font-bold text-base mb-1">Nitrogen Advice</Text>
+                    <Text className="text-on-surface-variant text-sm font-body">{result.nitrogen_advice}</Text>
+                </View>
+            )}
+            {result.phosphorus_advice && (
+                <View className="bg-surface-container-lowest p-5 rounded-lg border-l-4 border-secondary">
+                    <Text className="font-headline font-bold text-base mb-1">Phosphorus Advice</Text>
+                    <Text className="text-on-surface-variant text-sm font-body">{result.phosphorus_advice}</Text>
+                </View>
+            )}
+            {result.potassium_advice && (
+                <View className="bg-surface-container-lowest p-5 rounded-lg border-l-4 border-tertiary">
+                    <Text className="font-headline font-bold text-base mb-1">Potassium Advice</Text>
+                    <Text className="text-on-surface-variant text-sm font-body">{result.potassium_advice}</Text>
+                </View>
+            )}
+        </View>
+    )
+}
+
+export default function OutputScreen() {
+    const router = useRouter()
+    const { accessToken, isGuest } = useAuthStore()
+    const { latest: sensorData } = useSensorStore()
+    const { result: storedResult, mode: storedMode, setResult } = usePredictionStore()
+
+    const [mode, setMode] = useState<Mode>(storedMode as Mode)
+    const [isLoading, setIsLoading] = useState(false)
+    const [result, setLocalResult] = useState(storedResult)
+    const [hasAutoRun, setHasAutoRun] = useState(false)
+    const [showHistoryModal, setShowHistoryModal] = useState(false)
+    const [historyData, setHistoryData] = useState<SensorReading[]>([])
+    const [loadingHistory, setLoadingHistory] = useState(false)
+
+    // Sync with stored result
+    useEffect(() => {
+        if (storedResult) {
+            setLocalResult(storedResult)
+            setMode(storedMode as Mode)
+        }
+    }, [storedResult, storedMode])
+
+    const fetchHistory = async () => {
+        if (!accessToken) return
+        setLoadingHistory(true)
+        try {
+            const response = await api.sensorHistory(accessToken, 1, 10)
+            setHistoryData(response.history)
+        } catch (err) {
+            Alert.alert('Error', 'Failed to load history')
+        } finally {
+            setLoadingHistory(false)
+        }
+    }
+
+    const runPredictionWithSample = async (sample: SensorReading) => {
+        if (!accessToken) return
+        setShowHistoryModal(false)
+        setIsLoading(true)
+        setLocalResult(null)
+
+        try {
+            let res
+            if (mode === 'crop') {
+                res = await api.predictCrop(accessToken, {
+                    source: 'sensor',
+                    N: sample.N,
+                    P: sample.P,
+                    K: sample.K,
+                    temperature: sample.temperature,
+                    humidity: sample.humidity,
+                    ph: sample.ph,
+                    rainfall: 200,
+                })
+            } else if (mode === 'suitability') {
+                res = await api.predictSuitability(accessToken, {
+                    source: 'sensor',
+                    crop_name: 'Wheat',
+                    N: sample.N,
+                    P: sample.P,
+                    K: sample.K,
+                    temperature: sample.temperature,
+                    humidity: sample.humidity,
+                    ph: sample.ph,
+                    rainfall: 200,
+                })
+            } else {
+                res = await api.predictFertilizer(accessToken, {
+                    source: 'sensor',
+                    crop_name: 'Wheat',
+                    soil_type: 'Black',
+                    N: sample.N,
+                    P: sample.P,
+                    K: sample.K,
+                    temperature: sample.temperature,
+                    humidity: sample.humidity,
+                    ph: sample.ph,
+                    moisture: sample.moisture,
+                    rainfall: 200,
+                })
+            }
+            setLocalResult(res)
+            setResult(res, mode, 'sensor')
+        } catch (err) {
+            Alert.alert('Prediction failed', getErrorMessage(err))
+        } finally {
+            setIsLoading(false)
+        }
+    }
+
+    const runPrediction = async () => {
+        if (!accessToken || !sensorData) return
+        setIsLoading(true)
+        setLocalResult(null)
+
+        try {
+            let res
+            if (mode === 'crop') {
+                res = await api.predictCrop(accessToken, {
+                    source: 'sensor',
+                    N: sensorData.N,
+                    P: sensorData.P,
+                    K: sensorData.K,
+                    temperature: sensorData.temperature,
+                    humidity: sensorData.humidity,
+                    ph: sensorData.ph,
+                    rainfall: 200, // Default value
+                })
+            } else if (mode === 'suitability') {
+                res = await api.predictSuitability(accessToken, {
+                    source: 'sensor',
+                    crop_name: 'Wheat',
+                    N: sensorData.N,
+                    P: sensorData.P,
+                    K: sensorData.K,
+                    temperature: sensorData.temperature,
+                    humidity: sensorData.humidity,
+                    ph: sensorData.ph,
+                    rainfall: 200,
+                })
+            } else {
+                res = await api.predictFertilizer(accessToken, {
+                    source: 'sensor',
+                    crop_name: 'Wheat',
+                    soil_type: 'Black',
+                    N: sensorData.N,
+                    P: sensorData.P,
+                    K: sensorData.K,
+                    temperature: sensorData.temperature,
+                    humidity: sensorData.humidity,
+                    ph: sensorData.ph,
+                    moisture: sensorData.moisture,
+                    rainfall: 200,
+                })
+            }
+            setLocalResult(res)
+            setResult(res, mode, 'sensor')
+        } catch (err) {
+            Alert.alert('Prediction failed', getErrorMessage(err))
+        } finally {
+            setIsLoading(false)
+        }
+    }
+
+    // Auto-run prediction with latest sensor data on mount (only if no stored result)
+    useEffect(() => {
+        if (sensorData && !hasAutoRun && accessToken && !storedResult) {
+            setHasAutoRun(true)
+            runPrediction()
+        }
+    }, [sensorData, hasAutoRun, accessToken, storedResult])
+
+    const tabs: { id: Mode; label: string }[] = [
+        { id: 'crop', label: 'Crop Recommendation' },
+        { id: 'suitability', label: 'Suitability Analysis' },
+        { id: 'fertilizer', label: 'Fertilizer Rec.' },
+    ]
+
+    // No sensor data state (only for non-guest users)
+    // Show this screen only if there's no sensor data AND no result AND not loading
+    if (!sensorData && !isGuest && !result && !isLoading) {
+        return (
+            <View className="flex-1 bg-surface">
+                <View className="bg-white/80 shadow-sm px-6 py-4 flex-row justify-between items-center pt-12">
+                    <View className="flex-row items-center gap-3">
+                        <Text className="text-primary text-2xl">🌱</Text>
+                        <Text className="font-headline font-black text-2xl text-primary tracking-tight">TerraDetect</Text>
+                    </View>
+                    <TouchableOpacity onPress={() => router.back()}>
+                        <Text className="text-on-surface-variant text-2xl">←</Text>
+                    </TouchableOpacity>
+                </View>
+
+                <View className="flex-1 items-center justify-center px-6">
+                    <View className="w-24 h-24 bg-error/10 rounded-full items-center justify-center mb-6">
+                        <Text className="text-5xl">⚠️</Text>
+                    </View>
+                    <Text className="font-headline font-bold text-2xl text-on-surface mb-2 text-center">
+                        No Sensor Data Available
+                    </Text>
+                    <Text className="text-on-surface-variant font-body text-center mb-8">
+                        Please fetch sensor data from the dashboard first, choose from history, or input values manually.
+                    </Text>
+                    
+                    <TouchableOpacity
+                        onPress={() => {
+                            fetchHistory()
+                            setShowHistoryModal(true)
+                        }}
+                        className="rounded-full overflow-hidden w-full mb-4"
+                    >
+                        <LinearGradient
+                            colors={['#006b2c', '#00873a'] as const}
+                            start={{ x: 0, y: 0 }}
+                            end={{ x: 1, y: 0 }}
+                            className="py-5 items-center justify-center rounded-full"
+                        >
+                            <Text className="text-on-primary font-headline font-bold text-lg">
+                                Choose from History
+                            </Text>
+                        </LinearGradient>
+                    </TouchableOpacity>
+
+                    <TouchableOpacity
+                        onPress={() => router.push('/(app)/predict')}
+                        className="w-full py-5 items-center justify-center rounded-full border-2 border-primary"
+                    >
+                        <Text className="text-primary font-headline font-bold text-lg">
+                            Input Manually
+                        </Text>
+                    </TouchableOpacity>
+                </View>
+
+                {/* History Modal */}
+                <Modal
+                    visible={showHistoryModal}
+                    animationType="slide"
+                    transparent={true}
+                    onRequestClose={() => setShowHistoryModal(false)}
+                >
+                    <View className="flex-1 bg-black/50 justify-end">
+                        <View className="bg-surface rounded-t-3xl p-6 max-h-[80%]">
+                            <View className="flex-row justify-between items-center mb-4">
+                                <Text className="font-headline font-bold text-2xl text-on-surface">
+                                    Select Sample
+                                </Text>
+                                <TouchableOpacity onPress={() => setShowHistoryModal(false)}>
+                                    <Text className="text-on-surface-variant text-2xl">✕</Text>
+                                </TouchableOpacity>
+                            </View>
+
+                            {loadingHistory ? (
+                                <View className="py-12 items-center">
+                                    <ActivityIndicator size="large" color="#006b2c" />
+                                </View>
+                            ) : (
+                                <FlatList
+                                    data={historyData}
+                                    keyExtractor={(item) => item.timestamp}
+                                    renderItem={({ item }) => {
+                                        const date = new Date(item.timestamp)
+                                        const dateStr = date.toLocaleDateString([], { month: 'short', day: 'numeric', year: 'numeric' })
+                                        const timeStr = date.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' })
+                                        
+                                        return (
+                                            <TouchableOpacity
+                                                onPress={() => runPredictionWithSample(item)}
+                                                className="bg-surface-container-low rounded-lg p-4 mb-3"
+                                            >
+                                                <View className="flex-row justify-between items-center mb-2">
+                                                    <Text className="font-headline font-bold text-on-surface">
+                                                        {dateStr}
+                                                    </Text>
+                                                    <Text className="font-label text-xs text-on-surface-variant">
+                                                        {timeStr}
+                                                    </Text>
+                                                </View>
+                                                <View className="flex-row flex-wrap gap-2">
+                                                    <View className="bg-orange-50 px-3 py-1 rounded-full">
+                                                        <Text className="text-xs font-label">Temp: {item.temperature.toFixed(1)}°C</Text>
+                                                    </View>
+                                                    <View className="bg-blue-50 px-3 py-1 rounded-full">
+                                                        <Text className="text-xs font-label">Humid: {item.humidity.toFixed(0)}%</Text>
+                                                    </View>
+                                                    <View className="bg-purple-50 px-3 py-1 rounded-full">
+                                                        <Text className="text-xs font-label">pH: {item.ph.toFixed(1)}</Text>
+                                                    </View>
+                                                    <View className="bg-cyan-50 px-3 py-1 rounded-full">
+                                                        <Text className="text-xs font-label">EC: {((item as any).ec ?? 0.0).toFixed(1)}</Text>
+                                                    </View>
+                                                    <View className="bg-green-50 px-3 py-1 rounded-full">
+                                                        <Text className="text-xs font-label">N: {item.N.toFixed(0)}</Text>
+                                                    </View>
+                                                    <View className="bg-purple-50 px-3 py-1 rounded-full">
+                                                        <Text className="text-xs font-label">P: {item.P.toFixed(0)}</Text>
+                                                    </View>
+                                                    <View className="bg-amber-50 px-3 py-1 rounded-full">
+                                                        <Text className="text-xs font-label">K: {item.K.toFixed(0)}</Text>
+                                                    </View>
+                                                    <View className="bg-indigo-50 px-3 py-1 rounded-full">
+                                                        <Text className="text-xs font-label">Moist: {(item.moisture ?? 0.0).toFixed(1)}%</Text>
+                                                    </View>
+                                                </View>
+                                            </TouchableOpacity>
+                                        )
+                                    }}
+                                    ListEmptyComponent={
+                                        <View className="py-12 items-center">
+                                            <Text className="text-on-surface-variant font-body">No history available</Text>
+                                        </View>
+                                    }
+                                />
+                            )}
+                        </View>
+                    </View>
+                </Modal>
+            </View>
+        )
+    }
+
+    // Guest users without stored result - redirect to predict page
+    if (isGuest && !storedResult) {
+        return (
+            <View className="flex-1 bg-surface">
+                <View className="bg-white/80 shadow-sm px-6 py-4 flex-row justify-between items-center pt-12">
+                    <View className="flex-row items-center gap-3">
+                        <Text className="text-primary text-2xl">🌱</Text>
+                        <Text className="font-headline font-black text-2xl text-primary tracking-tight">TerraDetect</Text>
+                        <View className="bg-tertiary-container px-3 py-1 rounded-full">
+                            <Text className="text-on-tertiary-container font-label font-bold text-xs uppercase tracking-wider">
+                                Guest
+                            </Text>
+                        </View>
+                    </View>
+                    <TouchableOpacity onPress={() => router.back()}>
+                        <Text className="text-on-surface-variant text-2xl">←</Text>
+                    </TouchableOpacity>
+                </View>
+
+                <View className="flex-1 items-center justify-center px-6">
+                    <View className="w-24 h-24 bg-tertiary/10 rounded-full items-center justify-center mb-6">
+                        <Text className="text-5xl">📊</Text>
+                    </View>
+                    <Text className="font-headline font-bold text-2xl text-on-surface mb-2 text-center">
+                        No Prediction Yet
+                    </Text>
+                    <Text className="text-on-surface-variant font-body text-center mb-8">
+                        Enter soil parameters manually to get your prediction results.
+                    </Text>
+                    
+                    <TouchableOpacity
+                        onPress={() => router.push('/(app)/predict')}
+                        className="rounded-full overflow-hidden w-full"
+                    >
+                        <LinearGradient
+                            colors={['#006b2c', '#00873a'] as const}
+                            start={{ x: 0, y: 0 }}
+                            end={{ x: 1, y: 0 }}
+                            className="py-5 items-center justify-center rounded-full"
+                        >
+                            <Text className="text-on-primary font-headline font-bold text-lg">
+                                Start Prediction
+                            </Text>
+                        </LinearGradient>
+                    </TouchableOpacity>
+                </View>
+            </View>
+        )
+    }
+
+    return (
+        <View className="flex-1 bg-surface">
+            {/* Glassmorphic Top Nav */}
+            <View className="bg-white/80 shadow-sm px-6 py-4 flex-row justify-between items-center pt-12">
+                <View className="flex-row items-center gap-3">
+                    <Text className="text-primary text-2xl">🌱</Text>
+                    <Text className="font-headline font-black text-2xl text-primary tracking-tight">TerraDetect</Text>
+                    {isGuest && (
+                        <View className="bg-tertiary-container px-3 py-1 rounded-full">
+                            <Text className="text-on-tertiary-container font-label font-bold text-xs uppercase tracking-wider">
+                                Guest
+                            </Text>
+                        </View>
+                    )}
+                </View>
+                <TouchableOpacity onPress={() => router.back()}>
+                    <Text className="text-on-surface-variant text-2xl">←</Text>
+                </TouchableOpacity>
+            </View>
+
+            <ScrollView className="flex-1" contentContainerStyle={{ paddingBottom: 120 }}>
+                <View className="px-6">
+                    {/* Page Title */}
+                    <View className="py-6">
+                        <Text className="font-headline font-extrabold text-4xl text-on-surface mb-1">
+                            Analysis Results
+                        </Text>
+                        <Text className="text-on-surface-variant font-body opacity-80">
+                            {isGuest ? "Based on your manual input." : "Based on your latest sensor readings."}
+                        </Text>
+                    </View>
+
+                    {/* Tab Navigation - Pill Style */}
+                    <ScrollView
+                        horizontal
+                        showsHorizontalScrollIndicator={false}
+                        className="mb-6"
+                        contentContainerStyle={{ gap: 8, paddingBottom: 4 }}
+                    >
+                        {tabs.map(tab => (
+                            <TouchableOpacity
+                                key={tab.id}
+                                onPress={() => {
+                                    setMode(tab.id)
+                                    if (sensorData) {
+                                        // Re-run prediction with new mode
+                                        setTimeout(() => runPrediction(), 100)
+                                    }
+                                }}
+                                className={`px-5 py-3 rounded-full ${mode === tab.id
+                                    ? 'bg-primary-container'
+                                    : 'bg-surface-container-high'
+                                    }`}
+                            >
+                                <Text className={`font-headline font-bold text-sm whitespace-nowrap ${mode === tab.id ? 'text-on-primary-container' : 'text-on-surface-variant'
+                                    }`}>
+                                    {tab.label}
+                                </Text>
+                            </TouchableOpacity>
+                        ))}
+                    </ScrollView>
+
+                    {/* Loading State */}
+                    {isLoading && (
+                        <View className="items-center justify-center py-12">
+                            <ActivityIndicator size="large" color="#006b2c" />
+                            <Text className="text-on-surface-variant font-body mt-4">
+                                Running analysis...
+                            </Text>
+                        </View>
+                    )}
+
+                    {/* Results Section */}
+                    {!isLoading && result && (
+                        <>
+                            {isCropResult(result) && <CropResultView result={result} />}
+                            {isSuitabilityResult(result) && <SuitabilityResultView result={result} />}
+                            {isFertilizerResult(result) && <FertilizerResultView result={result} />}
+
+                            {/* Action Buttons - Only for non-guest users */}
+                            {!isGuest && (
+                                <>
+                                    <TouchableOpacity
+                                        onPress={() => {
+                                            // Clear results and sensor data to show "No Sensor Data" screen
+                                            setLocalResult(null)
+                                            setResult(null, mode, 'sensor')
+                                        }}
+                                        className="mt-6 rounded-full overflow-hidden"
+                                    >
+                                        <LinearGradient
+                                            colors={['#006b2c', '#00873a'] as const}
+                                            start={{ x: 0, y: 0 }}
+                                            end={{ x: 1, y: 0 }}
+                                            className="py-5 items-center justify-center rounded-full"
+                                        >
+                                            <Text className="text-on-primary font-headline font-bold text-lg">
+                                                Predict Again
+                                            </Text>
+                                        </LinearGradient>
+                                    </TouchableOpacity>
+
+                                    <TouchableOpacity
+                                        onPress={() => {
+                                            fetchHistory()
+                                            setShowHistoryModal(true)
+                                        }}
+                                        className="mt-4 w-full py-5 items-center justify-center rounded-full border-2 border-primary"
+                                    >
+                                        <Text className="text-primary font-headline font-bold text-lg">
+                                            Choose from History
+                                        </Text>
+                                    </TouchableOpacity>
+                                </>
+                            )}
+
+                            {/* Guest user action - back to predict page */}
+                            {isGuest && (
+                                <TouchableOpacity
+                                    onPress={() => router.push('/(app)/predict')}
+                                    className="mt-6 rounded-full overflow-hidden"
+                                >
+                                    <LinearGradient
+                                        colors={['#006b2c', '#00873a'] as const}
+                                        start={{ x: 0, y: 0 }}
+                                        end={{ x: 1, y: 0 }}
+                                        className="py-5 items-center justify-center rounded-full"
+                                    >
+                                        <Text className="text-on-primary font-headline font-bold text-lg">
+                                            Try Another Prediction
+                                        </Text>
+                                    </LinearGradient>
+                                </TouchableOpacity>
+                            )}
+                        </>
+                    )}
+                </View>
+            </ScrollView>
+
+            {/* History Modal */}
+            <Modal
+                visible={showHistoryModal}
+                animationType="slide"
+                transparent={true}
+                onRequestClose={() => setShowHistoryModal(false)}
+            >
+                <View className="flex-1 bg-black/50 justify-end">
+                    <View className="bg-surface rounded-t-3xl p-6 max-h-[80%]">
+                        <View className="flex-row justify-between items-center mb-4">
+                            <Text className="font-headline font-bold text-2xl text-on-surface">
+                                Select Sample
+                            </Text>
+                            <TouchableOpacity onPress={() => setShowHistoryModal(false)}>
+                                <Text className="text-on-surface-variant text-2xl">✕</Text>
+                            </TouchableOpacity>
+                        </View>
+
+                        {loadingHistory ? (
+                            <View className="py-12 items-center">
+                                <ActivityIndicator size="large" color="#006b2c" />
+                            </View>
+                        ) : (
+                            <FlatList
+                                data={historyData}
+                                keyExtractor={(item) => item.timestamp}
+                                renderItem={({ item }) => {
+                                    const date = new Date(item.timestamp)
+                                    const dateStr = date.toLocaleDateString([], { month: 'short', day: 'numeric', year: 'numeric' })
+                                    const timeStr = date.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' })
+                                    
+                                    return (
+                                        <TouchableOpacity
+                                            onPress={() => runPredictionWithSample(item)}
+                                            className="bg-surface-container-low rounded-lg p-4 mb-3"
+                                        >
+                                            <View className="flex-row justify-between items-center mb-2">
+                                                <Text className="font-headline font-bold text-on-surface">
+                                                    {dateStr}
+                                                </Text>
+                                                <Text className="font-label text-xs text-on-surface-variant">
+                                                    {timeStr}
+                                                </Text>
+                                            </View>
+                                            <View className="flex-row flex-wrap gap-2">
+                                                <View className="bg-orange-50 px-3 py-1 rounded-full">
+                                                    <Text className="text-xs font-label">Temp: {item.temperature.toFixed(1)}°C</Text>
+                                                </View>
+                                                <View className="bg-blue-50 px-3 py-1 rounded-full">
+                                                    <Text className="text-xs font-label">Humid: {item.humidity.toFixed(0)}%</Text>
+                                                </View>
+                                                <View className="bg-purple-50 px-3 py-1 rounded-full">
+                                                    <Text className="text-xs font-label">pH: {item.ph.toFixed(1)}</Text>
+                                                </View>
+                                                <View className="bg-cyan-50 px-3 py-1 rounded-full">
+                                                    <Text className="text-xs font-label">EC: {((item as any).ec ?? 0.0).toFixed(1)}</Text>
+                                                </View>
+                                                <View className="bg-green-50 px-3 py-1 rounded-full">
+                                                    <Text className="text-xs font-label">N: {item.N.toFixed(0)}</Text>
+                                                </View>
+                                                <View className="bg-purple-50 px-3 py-1 rounded-full">
+                                                    <Text className="text-xs font-label">P: {item.P.toFixed(0)}</Text>
+                                                </View>
+                                                <View className="bg-amber-50 px-3 py-1 rounded-full">
+                                                    <Text className="text-xs font-label">K: {item.K.toFixed(0)}</Text>
+                                                </View>
+                                                <View className="bg-indigo-50 px-3 py-1 rounded-full">
+                                                    <Text className="text-xs font-label">Moist: {(item.moisture ?? 0.0).toFixed(1)}%</Text>
+                                                </View>
+                                            </View>
+                                        </TouchableOpacity>
+                                    )
+                                }}
+                                ListEmptyComponent={
+                                    <View className="py-12 items-center">
+                                        <Text className="text-on-surface-variant font-body">No history available</Text>
+                                    </View>
+                                }
+                            />
+                        )}
+                    </View>
+                </View>
+            </Modal>
+        </View>
+    )
+}
\ No newline at end of file
diff --git a/mobile/app/(app)/predict.tsx b/mobile/app/(app)/predict.tsx
index 14eba94..88f1f04 100644
--- a/mobile/app/(app)/predict.tsx
+++ b/mobile/app/(app)/predict.tsx
@@ -4,10 +4,11 @@ import {
     TouchableOpacity, ActivityIndicator, Alert,
 } from 'react-native'
 import { LinearGradient } from 'expo-linear-gradient'
+import { useRouter } from 'expo-router'
 import { api } from '../../lib/api'
 import { getErrorMessage } from '../../lib/error'
 import { useAuthStore } from '../../store/authStore'
-import { useSensorStore } from '../../store/sensorStore'
+import { usePredictionStore } from '../../store/predictionStore'
 
 type Mode = 'crop' | 'suitability' | 'fertilizer'
 
@@ -17,36 +18,16 @@ const CROPS = ['Rice', 'Wheat', 'Maize', 'Cotton', 'Sugarcane', 'Banana', 'Mango
 interface FormValues {
     N: string; P: string; K: string
     temperature: string; humidity: string
-    ph: string; rainfall: string; moisture: string
+    ph: string; rainfall: string; moisture: string; ec: string
     cropName: string; soilType: string
 }
 
 const defaultForm: FormValues = {
     N: '', P: '', K: '', temperature: '',
     humidity: '', ph: '', rainfall: '',
-    moisture: '', cropName: 'Wheat', soilType: 'Black',
+    moisture: '', ec: '', cropName: 'Wheat', soilType: 'Black',
 }
 
-interface CropResult { recommended_crop: string; confidence: number }
-interface SuitabilityTableRow { parameter: string; recommended: number; observed: number; status: string }
-interface SuitabilityResult { crop: string; suitability_score: number; table: SuitabilityTableRow[] }
-interface FertilizerResult {
-    fertilizer: string; composition: string; application: string
-    nitrogen_advice?: string; phosphorus_advice?: string; potassium_advice?: string
-}
-type PredictResult = CropResult | SuitabilityResult | FertilizerResult | null
-
-function isCropResult(r: PredictResult): r is CropResult {
-    return r !== null && 'recommended_crop' in r
-}
-function isSuitabilityResult(r: PredictResult): r is SuitabilityResult {
-    return r !== null && 'suitability_score' in r
-}
-function isFertilizerResult(r: PredictResult): r is FertilizerResult {
-    return r !== null && 'fertilizer' in r
-}
-
-// Rounded-full field input matching stitch design
 function FieldInput({
     label, value, onChange, unit, placeholder,
 }: {
@@ -70,173 +51,82 @@ function FieldInput({
     )
 }
 
-function CropResultView({ result }: { result: CropResult }) {
-    const confidence = result.confidence ?? 0
-    return (
-        <View className="bg-primary/5 rounded-[1.8rem] p-1 mt-2">
-            <View className="bg-surface-container-lowest p-6 rounded-[1.5rem]">
-                <View className="flex-row justify-between items-start mb-4">
-                    <View>
-                        <View className="bg-primary/10 rounded-sm px-3 py-1 self-start mb-2">
-                            <Text className="font-label text-[10px] uppercase tracking-widest font-bold text-primary">Top Match</Text>
-                        </View>
-                        <Text className="font-headline font-extrabold text-5xl text-primary capitalize">
-                            {result.recommended_crop}
-                        </Text>
-                    </View>
-                    <View className="items-end">
-                        <Text className="font-headline font-black text-4xl text-on-surface">
-                            {confidence.toFixed(0)}%
-                        </Text>
-                        <Text className="text-xs font-label text-on-surface-variant uppercase tracking-tighter">
-                            Confidence
-                        </Text>
-                    </View>
-                </View>
-                {/* Progress bar */}
-                <View className="flex-row items-center gap-3">
-                    <View className="flex-1 bg-surface-container rounded-full h-3 overflow-hidden">
-                        <View
-                            className="bg-primary h-full rounded-full"
-                            style={{ width: `${Math.min(confidence, 100)}%` }}
-                        />
-                    </View>
-                    <Text className="text-primary text-lg">✓</Text>
-                </View>
-            </View>
-        </View>
-    )
-}
-
-function SuitabilityResultView({ result }: { result: SuitabilityResult }) {
-    return (
-        <View className="mt-4 space-y-3">
-            <View className="bg-surface-container-lowest p-6 rounded-lg border-l-4 border-secondary">
-                <Text className="font-headline font-bold text-2xl text-secondary capitalize mb-1">
-                    {result.crop}
-                </Text>
-                <Text className="text-on-surface-variant text-sm">
-                    Suitability Score: <Text className="font-bold text-on-surface">{result.suitability_score?.toFixed(1)}%</Text>
-                </Text>
-            </View>
-            {result.table?.map((row, i) => (
-                <View
-                    key={i}
-                    className="flex-row justify-between items-center px-4 py-3 rounded-lg"
-                    style={{
-                        backgroundColor: row.status === 'optimal' ? 'rgba(0,107,44,0.08)' :
-                            row.status === 'low' ? 'rgba(130,81,0,0.08)' : 'rgba(186,26,26,0.08)'
-                    }}
-                >
-                    <Text className="font-body text-sm font-medium text-on-surface">{row.parameter}</Text>
-                    <Text className="text-on-surface-variant text-xs font-label">{row.observed} / {row.recommended}</Text>
-                    <Text className={`text-xs font-bold font-label uppercase tracking-wider ${row.status === 'optimal' ? 'text-primary' : row.status === 'low' ? 'text-tertiary' : 'text-error'
-                        }`}>
-                        {row.status}
-                    </Text>
-                </View>
-            ))}
-        </View>
-    )
-}
-
-function FertilizerResultView({ result }: { result: FertilizerResult }) {
-    return (
-        <View className="mt-4 space-y-4">
-            <View className="bg-surface-container-lowest p-6 rounded-lg border-l-4 border-tertiary">
-                <View className="flex-row items-center gap-3 mb-3">
-                    <View className="w-10 h-10 rounded-full items-center justify-center" style={{ backgroundColor: 'rgba(130,81,0,0.10)' }}>
-                        <Text className="text-xl">🧪</Text>
-                    </View>
-                    <View>
-                        <Text className="font-headline font-bold text-lg text-on-surface">{result.fertilizer}</Text>
-                        <Text className="text-on-surface-variant text-xs font-label">{result.composition}</Text>
-                    </View>
-                </View>
-                <Text className="text-on-surface-variant text-sm font-body leading-relaxed">{result.application}</Text>
-            </View>
-            {result.nitrogen_advice && (
-                <View className="bg-surface-container-lowest p-5 rounded-lg border-l-4 border-primary">
-                    <Text className="font-headline font-bold text-base mb-1">Nitrogen Advice</Text>
-                    <Text className="text-on-surface-variant text-sm font-body">{result.nitrogen_advice}</Text>
-                </View>
-            )}
-            {result.phosphorus_advice && (
-                <View className="bg-surface-container-lowest p-5 rounded-lg border-l-4 border-secondary">
-                    <Text className="font-headline font-bold text-base mb-1">Phosphorus Advice</Text>
-                    <Text className="text-on-surface-variant text-sm font-body">{result.phosphorus_advice}</Text>
-                </View>
-            )}
-            {result.potassium_advice && (
-                <View className="bg-surface-container-lowest p-5 rounded-lg border-l-4 border-tertiary">
-                    <Text className="font-headline font-bold text-base mb-1">Potassium Advice</Text>
-                    <Text className="text-on-surface-variant text-sm font-body">{result.potassium_advice}</Text>
-                </View>
-            )}
-        </View>
-    )
-}
-
 export default function PredictScreen() {
-    const { accessToken } = useAuthStore()
-    const { latest: sensorData } = useSensorStore()
+    const router = useRouter()
+    const { accessToken, isGuest } = useAuthStore()
+    const { setResult } = usePredictionStore()
 
     const [mode, setMode] = useState<Mode>('crop')
     const [form, setForm] = useState<FormValues>(defaultForm)
-    const [useSensor, setUseSensor] = useState(false)
     const [isLoading, setIsLoading] = useState(false)
-    const [result, setResult] = useState<PredictResult>(null)
 
     const setField = (field: keyof FormValues) => (value: string) =>
         setForm((prev) => ({ ...prev, [field]: value }))
 
-    const fillFromSensor = () => {
-        if (!sensorData) return Alert.alert('No sensor data', 'Fetch data from the dashboard first.')
-        setForm((prev) => ({
-            ...prev,
-            N: sensorData.N.toFixed(1),
-            P: sensorData.P.toFixed(1),
-            K: sensorData.K.toFixed(1),
-            temperature: sensorData.temperature.toFixed(1),
-            humidity: sensorData.humidity.toFixed(1),
-            ph: sensorData.ph.toFixed(1),
-            moisture: sensorData.moisture.toFixed(1),
-        }))
-        setUseSensor(true)
-    }
-
     const handleSubmit = async () => {
-        if (!accessToken) return
+        // Mode-specific validation
+        let requiredFields = ['N', 'P', 'K', 'temperature', 'humidity', 'ph']
+        
+        if (mode === 'crop') {
+            requiredFields.push('rainfall')
+        } else if (mode === 'suitability') {
+            requiredFields.push('rainfall')
+        } else if (mode === 'fertilizer') {
+            requiredFields.push('moisture')
+        }
+        
+        const emptyFields = requiredFields.filter(field => !form[field as keyof FormValues] || form[field as keyof FormValues].trim() === '')
+        
+        if (emptyFields.length > 0) {
+            Alert.alert('Missing Fields', `Please fill in all required fields: ${emptyFields.join(', ')}`)
+            return
+        }
+
         setIsLoading(true)
-        setResult(null)
-        const source = useSensor ? 'sensor' : 'manual'
         const num = (v: string) => parseFloat(v) || 0
 
         try {
-            let res: PredictResult
+            let res
+            const payload = {
+                source: 'manual',
+                N: num(form.N),
+                P: num(form.P),
+                K: num(form.K),
+                temperature: num(form.temperature),
+                humidity: num(form.humidity),
+                ph: num(form.ph),
+            }
+
             if (mode === 'crop') {
-                res = await api.predictCrop(accessToken, {
-                    source, N: num(form.N), P: num(form.P), K: num(form.K),
-                    temperature: num(form.temperature), humidity: num(form.humidity),
-                    ph: num(form.ph), rainfall: num(form.rainfall),
-                })
+                const cropPayload = { ...payload, rainfall: num(form.rainfall) }
+                res = isGuest 
+                    ? await api.guestPredictCrop(cropPayload)
+                    : await api.predictCrop(accessToken, cropPayload)
             } else if (mode === 'suitability') {
-                if (!form.cropName) return Alert.alert('Error', 'Select a crop first.')
-                res = await api.predictSuitability(accessToken, {
-                    source, crop_name: form.cropName,
-                    N: num(form.N), P: num(form.P), K: num(form.K),
-                    temperature: num(form.temperature), humidity: num(form.humidity),
-                    ph: num(form.ph), rainfall: num(form.rainfall),
-                })
+                if (!form.cropName) {
+                    Alert.alert('Error', 'Select a crop first.')
+                    setIsLoading(false)
+                    return
+                }
+                const suitPayload = { ...payload, crop_name: form.cropName, rainfall: num(form.rainfall) }
+                res = isGuest
+                    ? await api.guestPredictSuitability(suitPayload)
+                    : await api.predictSuitability(accessToken, suitPayload)
             } else {
-                res = await api.predictFertilizer(accessToken, {
-                    source, crop_name: form.cropName, soil_type: form.soilType,
-                    N: num(form.N), P: num(form.P), K: num(form.K),
-                    temperature: num(form.temperature), humidity: num(form.humidity),
-                    ph: num(form.ph), moisture: num(form.moisture), rainfall: num(form.rainfall),
-                })
+                const fertPayload = {
+                    ...payload,
+                    crop_name: form.cropName,
+                    soil_type: form.soilType,
+                    moisture: num(form.moisture),
+                    rainfall: num(form.rainfall) || 100,
+                }
+                res = isGuest
+                    ? await api.guestPredictFertilizer(fertPayload)
+                    : await api.predictFertilizer(accessToken, fertPayload)
             }
-            setResult(res)
+            // Store result and navigate to output page
+            setResult(res, mode, 'manual')
+            router.push('/(app)/output')
         } catch (err) {
             Alert.alert('Prediction failed', getErrorMessage(err))
         } finally {
@@ -257,8 +147,17 @@ export default function PredictScreen() {
                 <View className="flex-row items-center gap-3">
                     <Text className="text-primary text-2xl">🌱</Text>
                     <Text className="font-headline font-black text-2xl text-primary tracking-tight">TerraDetect</Text>
+                    {isGuest && (
+                        <View className="bg-tertiary-container px-3 py-1 rounded-full">
+                            <Text className="text-on-tertiary-container font-label font-bold text-xs uppercase tracking-wider">
+                                Guest
+                            </Text>
+                        </View>
+                    )}
                 </View>
-                <Text className="text-on-surface-variant text-2xl">🔔</Text>
+                <TouchableOpacity onPress={() => router.back()}>
+                    <Text className="text-on-surface-variant text-2xl">←</Text>
+                </TouchableOpacity>
             </View>
 
             <ScrollView className="flex-1" contentContainerStyle={{ paddingBottom: 120 }}>
@@ -266,10 +165,10 @@ export default function PredictScreen() {
                     {/* Page Title */}
                     <View className="py-6">
                         <Text className="font-headline font-extrabold text-4xl text-on-surface mb-1">
-                            AI Predictions
+                            Manual Input
                         </Text>
                         <Text className="text-on-surface-variant font-body opacity-80">
-                            Harnessing machine learning for precision agronomy.
+                            Enter soil parameters manually for prediction.
                         </Text>
                     </View>
 
@@ -283,7 +182,7 @@ export default function PredictScreen() {
                         {tabs.map(tab => (
                             <TouchableOpacity
                                 key={tab.id}
-                                onPress={() => { setMode(tab.id); setResult(null) }}
+                                onPress={() => setMode(tab.id)}
                                 className={`px-5 py-3 rounded-full ${mode === tab.id
                                     ? 'bg-primary-container'
                                     : 'bg-surface-container-high'
@@ -297,17 +196,6 @@ export default function PredictScreen() {
                         ))}
                     </ScrollView>
 
-                    {/* Sensor Auto-Fill Banner */}
-                    {sensorData && (
-                        <TouchableOpacity
-                            onPress={fillFromSensor}
-                            className="bg-surface-container-lowest rounded-full px-5 py-3 mb-6 flex-row items-center justify-between border-l-4 border-secondary"
-                        >
-                            <Text className="text-on-surface font-body font-medium text-sm">Use live sensor data</Text>
-                            <Text className="text-secondary font-label text-xs font-bold uppercase tracking-wider">Tap to fill →</Text>
-                        </TouchableOpacity>
-                    )}
-
                     {/* Input Form Section */}
                     <View className="bg-surface-container-low p-6 rounded-lg mb-6">
                         <Text className="font-headline font-bold text-xl mb-4 text-on-surface">
@@ -370,13 +258,23 @@ export default function PredictScreen() {
                             <View className="flex-1">
                                 <FieldInput label="Temperature (°C)" value={form.temperature} onChange={setField('temperature')} unit="°C" placeholder="24.5" />
                             </View>
+                            <View className="flex-1">
+                                <FieldInput label="Humidity (%)" value={form.humidity} onChange={setField('humidity')} unit="%" placeholder="80" />
+                            </View>
+                        </View>
+                        <View className="flex-row gap-3">
                             <View className="flex-1">
                                 <FieldInput label="Soil pH" value={form.ph} onChange={setField('ph')} unit="0–14" placeholder="6.5" />
                             </View>
+                            <View className="flex-1">
+                                <FieldInput label="EC (mS/cm)" value={form.ec} onChange={setField('ec')} unit="mS/cm" placeholder="1.5" />
+                            </View>
                         </View>
-                        <FieldInput label="Rainfall (mm)" value={form.rainfall} onChange={setField('rainfall')} unit="mm" placeholder="200" />
+                        {mode !== 'fertilizer' && (
+                            <FieldInput label="Rainfall (mm)" value={form.rainfall} onChange={setField('rainfall')} unit="mm" placeholder="200" />
+                        )}
                         {mode === 'fertilizer' && (
-                            <FieldInput label="Moisture (%)" value={form.moisture} onChange={setField('moisture')} unit="%" />
+                            <FieldInput label="Moisture (%)" value={form.moisture} onChange={setField('moisture')} unit="%" placeholder="50" />
                         )}
 
                         {/* Signature Gradient Submit Button */}
@@ -400,13 +298,8 @@ export default function PredictScreen() {
                             </LinearGradient>
                         </TouchableOpacity>
                     </View>
-
-                    {/* Results Section */}
-                    {isCropResult(result) && <CropResultView result={result} />}
-                    {isSuitabilityResult(result) && <SuitabilityResultView result={result} />}
-                    {isFertilizerResult(result) && <FertilizerResultView result={result} />}
                 </View>
             </ScrollView>
         </View>
     )
-}
\ No newline at end of file
+}
diff --git a/mobile/app/(app)/profile.tsx b/mobile/app/(app)/profile.tsx
new file mode 100644
index 0000000..0e1c0ef
--- /dev/null
+++ b/mobile/app/(app)/profile.tsx
@@ -0,0 +1,236 @@
+import React, { useState } from 'react';
+import { View, Text, ScrollView, Pressable, TextInput, Alert } from 'react-native';
+import { useRouter } from 'expo-router';
+import { useAuthStore } from '../../store/authStore';
+import { LinearGradient } from 'expo-linear-gradient';
+
+export default function ProfileScreen() {
+  const router = useRouter();
+  const { username, email, logout } = useAuthStore();
+  const [isEditing, setIsEditing] = useState(false);
+  const [editedUsername, setEditedUsername] = useState(username || '');
+
+  const handleSave = () => {
+    // TODO: Implement profile update API call
+    Alert.alert('Success', 'Profile updated successfully');
+    setIsEditing(false);
+  };
+
+  const handleLogout = async () => {
+    Alert.alert(
+      'Logout',
+      'Are you sure you want to logout?',
+      [
+        { text: 'Cancel', style: 'cancel' },
+        {
+          text: 'Logout',
+          style: 'destructive',
+          onPress: async () => {
+            await logout();
+            router.replace('/(auth)/landing');
+          },
+        },
+      ]
+    );
+  };
+
+  return (
+    <View className="flex-1 bg-surface dark:bg-surface-dark">
+      {/* Top App Bar */}
+      <View className="bg-white/80 dark:bg-slate-900/80 shadow-sm px-6 py-4 flex-row items-center gap-3 pt-12">
+        <Pressable
+          onPress={() => router.back()}
+          className="w-10 h-10 rounded-full items-center justify-center active:bg-surface-container dark:active:bg-surface-container-dark"
+        >
+          <Text className="text-2xl">←</Text>
+        </Pressable>
+        <Text className="font-headline font-bold text-2xl text-primary dark:text-primary-dark tracking-tight flex-1">
+          Profile
+        </Text>
+      </View>
+
+      <ScrollView className="flex-1" contentContainerStyle={{ paddingBottom: 120 }}>
+        <View className="px-6 pt-6">
+          {/* Profile Header Card */}
+          <View className="bg-surface-container-lowest dark:bg-surface-container-lowest-dark rounded-lg p-8 mb-6 items-center">
+            {/* Avatar */}
+            <View className="w-24 h-24 rounded-full bg-primary dark:bg-primary-dark items-center justify-center mb-4">
+              <Text className="text-5xl">👨‍🌾</Text>
+            </View>
+
+            {/* Username */}
+            {isEditing ? (
+              <TextInput
+                value={editedUsername}
+                onChangeText={setEditedUsername}
+                className="font-headline font-bold text-2xl text-on-surface dark:text-on-surface-dark text-center bg-surface-container-high dark:bg-surface-container-high-dark px-4 py-2 rounded-full mb-2"
+                autoFocus
+              />
+            ) : (
+              <Text className="font-headline font-bold text-2xl text-on-surface dark:text-on-surface-dark mb-2">
+                {username || 'Farmer'}
+              </Text>
+            )}
+
+            <Text className="font-label text-sm text-on-surface-variant dark:text-on-surface-variant-dark mb-4">
+              {email || 'farmer@terradetect.com'}
+            </Text>
+
+            {/* Edit/Save Button */}
+            {isEditing ? (
+              <View className="flex-row gap-3">
+                <Pressable
+                  onPress={() => {
+                    setIsEditing(false);
+                    setEditedUsername(username || '');
+                  }}
+                  className="bg-surface-container-high dark:bg-surface-container-high-dark px-6 py-2 rounded-full"
+                >
+                  <Text className="font-label font-semibold text-on-surface dark:text-on-surface-dark">
+                    Cancel
+                  </Text>
+                </Pressable>
+                <Pressable
+                  onPress={handleSave}
+                  className="bg-primary dark:bg-primary-dark px-6 py-2 rounded-full"
+                >
+                  <Text className="font-label font-semibold text-on-primary dark:text-on-primary-dark">
+                    Save
+                  </Text>
+                </Pressable>
+              </View>
+            ) : (
+              <Pressable
+                onPress={() => setIsEditing(true)}
+                className="bg-surface-container-high dark:bg-surface-container-high-dark px-6 py-2 rounded-full"
+              >
+                <Text className="font-label font-semibold text-on-surface dark:text-on-surface-dark">
+                  Edit Profile
+                </Text>
+              </Pressable>
+            )}
+          </View>
+
+          {/* Account Information */}
+          <View className="mb-6">
+            <Text className="font-headline font-bold text-xl text-on-surface dark:text-on-surface-dark mb-4">
+              Account Information
+            </Text>
+
+            <View className="bg-surface-container-lowest dark:bg-surface-container-lowest-dark rounded-lg overflow-hidden">
+              <View className="px-5 py-4 border-b border-outline-variant/20 dark:border-outline-variant-dark/20">
+                <Text className="font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-wider mb-1">
+                  Username
+                </Text>
+                <Text className="font-body text-base text-on-surface dark:text-on-surface-dark">
+                  {username || 'Not set'}
+                </Text>
+              </View>
+
+              <View className="px-5 py-4 border-b border-outline-variant/20 dark:border-outline-variant-dark/20">
+                <Text className="font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-wider mb-1">
+                  Email
+                </Text>
+                <Text className="font-body text-base text-on-surface dark:text-on-surface-dark">
+                  {email || 'Not set'}
+                </Text>
+              </View>
+
+              <View className="px-5 py-4">
+                <Text className="font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-wider mb-1">
+                  Account Type
+                </Text>
+                <Text className="font-body text-base text-on-surface dark:text-on-surface-dark">
+                  Farmer Account
+                </Text>
+              </View>
+            </View>
+          </View>
+
+          {/* Statistics */}
+          <View className="mb-6">
+            <Text className="font-headline font-bold text-xl text-on-surface dark:text-on-surface-dark mb-4">
+              Your Statistics
+            </Text>
+
+            <View className="flex-row gap-4">
+              <View className="flex-1 bg-primary/10 dark:bg-primary-dark/20 rounded-lg p-4">
+                <Text className="font-headline font-black text-3xl text-primary dark:text-primary-dark mb-1">
+                  127
+                </Text>
+                <Text className="font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-wider">
+                  Total Readings
+                </Text>
+              </View>
+
+              <View className="flex-1 bg-secondary/10 dark:bg-secondary-dark/20 rounded-lg p-4">
+                <Text className="font-headline font-black text-3xl text-secondary dark:text-secondary-dark mb-1">
+                  42
+                </Text>
+                <Text className="font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-wider">
+                  Predictions
+                </Text>
+              </View>
+            </View>
+          </View>
+
+          {/* Settings Section */}
+          <View className="mb-6">
+            <Text className="font-headline font-bold text-xl text-on-surface dark:text-on-surface-dark mb-4">
+              Settings
+            </Text>
+
+            <View className="bg-surface-container-lowest dark:bg-surface-container-lowest-dark rounded-lg overflow-hidden">
+              <Pressable className="flex-row items-center justify-between px-5 py-4 border-b border-outline-variant/20 dark:border-outline-variant-dark/20 active:bg-surface-container-high dark:active:bg-surface-container-high-dark">
+                <View className="flex-row items-center gap-3">
+                  <Text className="text-xl">🔔</Text>
+                  <Text className="font-label font-medium text-base text-on-surface dark:text-on-surface-dark">
+                    Notifications
+                  </Text>
+                </View>
+                <Text className="text-on-surface-variant dark:text-on-surface-variant-dark">→</Text>
+              </Pressable>
+
+              <Pressable className="flex-row items-center justify-between px-5 py-4 border-b border-outline-variant/20 dark:border-outline-variant-dark/20 active:bg-surface-container-high dark:active:bg-surface-container-high-dark">
+                <View className="flex-row items-center gap-3">
+                  <Text className="text-xl">🌓</Text>
+                  <Text className="font-label font-medium text-base text-on-surface dark:text-on-surface-dark">
+                    Theme
+                  </Text>
+                </View>
+                <Text className="text-on-surface-variant dark:text-on-surface-variant-dark">→</Text>
+              </Pressable>
+
+              <Pressable className="flex-row items-center justify-between px-5 py-4 active:bg-surface-container-high dark:active:bg-surface-container-high-dark">
+                <View className="flex-row items-center gap-3">
+                  <Text className="text-xl">🔒</Text>
+                  <Text className="font-label font-medium text-base text-on-surface dark:text-on-surface-dark">
+                    Privacy & Security
+                  </Text>
+                </View>
+                <Text className="text-on-surface-variant dark:text-on-surface-variant-dark">→</Text>
+              </Pressable>
+            </View>
+          </View>
+
+          {/* Logout Button */}
+          <Pressable
+            onPress={handleLogout}
+            className="mb-8 rounded-full overflow-hidden"
+          >
+            <View className="bg-error-container dark:bg-error-container-dark py-4 items-center justify-center rounded-full">
+              <Text className="text-error dark:text-error-dark font-headline font-bold text-base">
+                🚪  Logout
+              </Text>
+            </View>
+          </Pressable>
+
+          {/* App Version */}
+          <Text className="text-center text-on-surface-variant dark:text-on-surface-variant-dark font-label text-xs mb-4">
+            TerraDetect v1.0.0
+          </Text>
+        </View>
+      </ScrollView>
+    </View>
+  );
+}
diff --git a/mobile/app/(auth)/guest.tsx b/mobile/app/(auth)/guest.tsx
new file mode 100644
index 0000000..b924c55
--- /dev/null
+++ b/mobile/app/(auth)/guest.tsx
@@ -0,0 +1,109 @@
+import React, { useState } from 'react'
+import { View, Text, TouchableOpacity, ActivityIndicator, Alert } from 'react-native'
+import { LinearGradient } from 'expo-linear-gradient'
+import { useRouter } from 'expo-router'
+import { useAuthStore } from '../../store/authStore'
+
+export default function GuestScreen() {
+    const router = useRouter()
+    const { loginAsGuest } = useAuthStore()
+    const [isLoading, setIsLoading] = useState(false)
+
+    const handleContinueAsGuest = async () => {
+        setIsLoading(true)
+        try {
+            await loginAsGuest()
+            router.replace('/(app)/predict')
+        } catch (err) {
+            Alert.alert('Error', 'Failed to start guest session. Please try again.')
+        } finally {
+            setIsLoading(false)
+        }
+    }
+
+    return (
+        <View className="flex-1 bg-gradient-to-b from-green-50 to-white dark:from-slate-900 dark:to-slate-800">
+            {/* Logo */}
+            <View className="items-center pt-20 pb-10">
+                <View className="w-28 h-28 bg-primary rounded-[32px] items-center justify-center mb-6 shadow-lg">
+                    <Text className="text-5xl">🌱</Text>
+                </View>
+                <Text className="font-headline font-black text-4xl text-primary tracking-tight">
+                    TerraDetect
+                </Text>
+                <Text className="font-body text-on-surface-variant mt-2 text-center px-6">
+                    Try our AI-powered predictions without an account
+                </Text>
+            </View>
+
+            {/* Content */}
+            <View className="flex-1 px-6 justify-center">
+                <View className="bg-surface-container-low rounded-2xl p-6 mb-6">
+                    <Text className="font-headline font-bold text-2xl text-on-surface mb-4">
+                        Guest Mode
+                    </Text>
+                    <Text className="font-body text-on-surface-variant mb-4 leading-relaxed">
+                        As a guest, you can:
+                    </Text>
+                    <View className="space-y-3">
+                        <View className="flex-row items-start gap-3">
+                            <Text className="text-primary text-xl">✓</Text>
+                            <Text className="flex-1 font-body text-on-surface">
+                                Get crop recommendations based on soil parameters
+                            </Text>
+                        </View>
+                        <View className="flex-row items-start gap-3">
+                            <Text className="text-primary text-xl">✓</Text>
+                            <Text className="flex-1 font-body text-on-surface">
+                                Analyze crop suitability for your conditions
+                            </Text>
+                        </View>
+                        <View className="flex-row items-start gap-3">
+                            <Text className="text-primary text-xl">✓</Text>
+                            <Text className="flex-1 font-body text-on-surface">
+                                Get fertilizer recommendations
+                            </Text>
+                        </View>
+                    </View>
+
+                    <View className="mt-6 p-4 bg-tertiary-container/20 rounded-lg">
+                        <Text className="font-label text-xs text-on-surface-variant">
+                            Note: Guest mode requires manual input. Sign up to access sensor data, history, and more features.
+                        </Text>
+                    </View>
+                </View>
+
+                {/* Action Buttons */}
+                <TouchableOpacity
+                    onPress={handleContinueAsGuest}
+                    disabled={isLoading}
+                    className="rounded-full overflow-hidden mb-4"
+                >
+                    <LinearGradient
+                        colors={isLoading ? ['#93c5a3', '#93c5a3'] : ['#006b2c', '#00873a']}
+                        start={{ x: 0, y: 0 }}
+                        end={{ x: 1, y: 0 }}
+                        className="py-5 items-center justify-center rounded-full"
+                    >
+                        {isLoading ? (
+                            <ActivityIndicator color="white" />
+                        ) : (
+                            <Text className="text-on-primary font-headline font-bold text-lg">
+                                Continue as Guest
+                            </Text>
+                        )}
+                    </LinearGradient>
+                </TouchableOpacity>
+
+                <TouchableOpacity
+                    onPress={() => router.push('/(auth)/login')}
+                    className="py-5 items-center justify-center rounded-full border-2 border-primary"
+                >
+                    <Text className="text-primary font-headline font-bold text-lg">
+                        Sign In Instead
+                    </Text>
+                </TouchableOpacity>
+            </View>
+        </View>
+    )
+}
diff --git a/mobile/app/(auth)/landing.tsx b/mobile/app/(auth)/landing.tsx
index 9996e36..6c8bca9 100644
--- a/mobile/app/(auth)/landing.tsx
+++ b/mobile/app/(auth)/landing.tsx
@@ -141,13 +141,22 @@ export default function LandingScreen() {
 
                 <Pressable
                     onPress={() => router.push("/(auth)/register")}
-                    className="bg-surface-container-high dark:bg-surface-container-high-dark py-5 rounded-full items-center active:opacity-80"
+                    className="bg-surface-container-high dark:bg-surface-container-high-dark py-5 rounded-full items-center active:opacity-80 mb-4"
                 >
                     <Text className="text-on-surface dark:text-on-surface-dark font-headline font-bold text-lg">
                         Create Account
                     </Text>
                 </Pressable>
 
+                <Pressable
+                    onPress={() => router.push("/(auth)/guest")}
+                    className="border-2 border-primary dark:border-primary-dark py-5 rounded-full items-center active:opacity-80"
+                >
+                    <Text className="text-primary dark:text-primary-dark font-headline font-bold text-lg">
+                        Try as Guest
+                    </Text>
+                </Pressable>
+
                 <Text className="text-on-surface-variant dark:text-on-surface-variant-dark text-center mt-8 text-sm font-body">
                     Join 2,500+ agricultural innovators using TerraDetect
                 </Text>
diff --git a/mobile/app/index.tsx b/mobile/app/index.tsx
index ea3a235..23f0ee3 100644
--- a/mobile/app/index.tsx
+++ b/mobile/app/index.tsx
@@ -3,10 +3,12 @@ import { useAuthStore } from '../store/authStore';
 
 export default function Index() {
   const accessToken = useAuthStore((state) => state.accessToken);
+  const isGuest = useAuthStore((state) => state.isGuest);
 
-  // Redirect to dashboard if authenticated, otherwise to landing
+  // Redirect based on authentication status
   if (accessToken) {
-    return <Redirect href="/(app)/dashboard" />;
+    // Guest users go to predict page, regular users go to dashboard
+    return <Redirect href={isGuest ? "/(app)/predict" : "/(app)/dashboard"} />;
   }
 
   return <Redirect href="/(auth)/landing" />;
diff --git a/mobile/components/BottomNavigation.tsx b/mobile/components/BottomNavigation.tsx
new file mode 100644
index 0000000..3d075c5
--- /dev/null
+++ b/mobile/components/BottomNavigation.tsx
@@ -0,0 +1,130 @@
+import React from 'react';
+import { View, Text, Pressable } from 'react-native';
+import { useRouter, usePathname } from 'expo-router';
+import { useAuthStore } from '../store/authStore';
+
+export interface BottomNavigationProps {
+  className?: string;
+}
+
+interface NavItem {
+  route: string;
+  icon: string;
+  iconFilled: string;
+  label: string;
+}
+
+const NAV_ITEMS: NavItem[] = [
+  {
+    route: '/(app)/dashboard',
+    icon: '📊',
+    iconFilled: '📊',
+    label: 'Dashboard',
+  },
+  {
+    route: '/(app)/history',
+    icon: '📜',
+    iconFilled: '📋',
+    label: 'History',
+  },
+  {
+    route: '/(app)/output',
+    icon: '🔮',
+    iconFilled: '🔮',
+    label: 'Prediction',
+  },
+];
+
+export const BottomNavigation: React.FC<BottomNavigationProps> = ({
+  className = '',
+}) => {
+  const router = useRouter();
+  const pathname = usePathname();
+  const { accessToken, isGuest } = useAuthStore();
+
+  // Don't show navigation for guest users
+  if (!accessToken || isGuest) {
+    return null;
+  }
+
+  const handleNavigate = (route: string) => {
+    router.push(route as any);
+  };
+
+  const isActive = (route: string) => {
+    // Extract the screen name from the route
+    const screenName = route.split('/').pop();
+    return pathname.includes(screenName || '');
+  };
+
+  return (
+    <View
+      className={`
+        fixed bottom-0 left-0 w-full
+        bg-white/80 dark:bg-slate-900/80
+        backdrop-blur-xl
+        rounded-t-[2.5rem]
+        shadow-[0_-8px_32px_rgba(25,28,29,0.04)]
+        px-4 pb-6 pt-3
+        flex-row justify-around items-center
+        z-50
+        ${className}
+      `.trim()}
+      style={{
+        position: 'absolute',
+        bottom: 0,
+        left: 0,
+        right: 0,
+      }}
+    >
+      {NAV_ITEMS.map((item) => {
+        const active = isActive(item.route);
+        
+        return (
+          <Pressable
+            key={item.route}
+            onPress={() => handleNavigate(item.route)}
+            className={`
+              flex flex-col items-center justify-center
+              px-5 py-2
+              rounded-full
+              ${active
+                ? 'bg-primary-fixed dark:bg-primary-fixed-dark scale-90'
+                : 'bg-transparent'
+              }
+            `.trim()}
+            style={{
+              minWidth: 80,
+            }}
+          >
+            {/* Icon */}
+            <Text
+              className={`
+                text-2xl mb-1
+                ${active
+                  ? 'text-on-primary-fixed dark:text-on-primary-fixed-dark'
+                  : 'text-on-surface-variant dark:text-on-surface-variant-dark'
+                }
+              `.trim()}
+            >
+              {active ? item.iconFilled : item.icon}
+            </Text>
+            
+            {/* Label */}
+            <Text
+              className={`
+                font-label font-semibold text-[11px] uppercase tracking-wider
+                ${active
+                  ? 'text-on-primary-fixed dark:text-on-primary-fixed-dark'
+                  : 'text-on-surface-variant dark:text-on-surface-variant-dark'
+                }
+              `.trim()}
+            >
+              {item.label}
+            </Text>
+          </Pressable>
+        );
+      })}
+    </View>
+  );
+};
diff --git a/mobile/components/ProfileDropdown.tsx b/mobile/components/ProfileDropdown.tsx
new file mode 100644
index 0000000..e44dcd7
--- /dev/null
+++ b/mobile/components/ProfileDropdown.tsx
@@ -0,0 +1,95 @@
+import React, { useState } from 'react';
+import { View, Text, Pressable, Modal } from 'react-native';
+import { useRouter } from 'expo-router';
+import { useAuthStore } from '../store/authStore';
+
+export interface ProfileDropdownProps {
+  username?: string;
+  onLogout?: () => void;
+}
+
+export const ProfileDropdown: React.FC<ProfileDropdownProps> = ({
+  username,
+  onLogout,
+}) => {
+  const [isOpen, setIsOpen] = useState(false);
+  const router = useRouter();
+  const { logout } = useAuthStore();
+
+  const handleLogout = async () => {
+    setIsOpen(false);
+    if (onLogout) {
+      onLogout();
+    } else {
+      await logout();
+      router.replace('/(auth)/landing');
+    }
+  };
+
+  const handleProfile = () => {
+    setIsOpen(false);
+    router.push('/(app)/profile' as any);
+  };
+
+  return (
+    <View>
+      {/* Profile Avatar Button */}
+      <Pressable
+        onPress={() => setIsOpen(!isOpen)}
+        className="w-10 h-10 rounded-full bg-primary-fixed dark:bg-primary-fixed-dark items-center justify-center overflow-hidden active:opacity-80"
+      >
+        <Text className="text-xl">👨‍🌾</Text>
+      </Pressable>
+
+      {/* Dropdown Modal */}
+      <Modal
+        visible={isOpen}
+        transparent
+        animationType="fade"
+        onRequestClose={() => setIsOpen(false)}
+      >
+        <Pressable
+          className="flex-1"
+          onPress={() => setIsOpen(false)}
+        >
+          <View className="absolute top-16 right-6 bg-surface-container-low dark:bg-surface-container-low-dark rounded-lg shadow-lg overflow-hidden min-w-[200px]">
+            {/* User Info Section */}
+            <View className="px-4 py-3 border-b border-outline-variant dark:border-outline-variant-dark">
+              <Text className="font-headline font-bold text-base text-on-surface dark:text-on-surface-dark">
+                {username || 'User'}
+              </Text>
+              <Text className="font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark mt-0.5">
+                Farmer Account
+              </Text>
+            </View>
+
+            {/* Menu Items */}
+            <View className="py-2">
+              <Pressable
+                onPress={handleProfile}
+                className="flex-row items-center gap-3 px-4 py-3 active:bg-surface-container-high dark:active:bg-surface-container-high-dark"
+              >
+                <Text className="text-lg">👤</Text>
+                <Text className="font-label font-medium text-sm text-on-surface dark:text-on-surface-dark">
+                  View Profile
+                </Text>
+              </Pressable>
+
+              <View className="h-px bg-outline-variant dark:bg-outline-variant-dark mx-2 my-1" />
+
+              <Pressable
+                onPress={handleLogout}
+                className="flex-row items-center gap-3 px-4 py-3 active:bg-error-container/20 dark:active:bg-error-container-dark/20"
+              >
+                <Text className="text-lg">🚪</Text>
+                <Text className="font-label font-medium text-sm text-error dark:text-error-dark">
+                  Logout
+                </Text>
+              </Pressable>
+            </View>
+          </View>
+        </Pressable>
+      </Modal>
+    </View>
+  );
+};
diff --git a/mobile/components/index.ts b/mobile/components/index.ts
index b0b0c11..b175fb3 100644
--- a/mobile/components/index.ts
+++ b/mobile/components/index.ts
@@ -4,3 +4,5 @@ export { Card, type CardProps } from './Card';
 export { SensorChip, type SensorChipProps } from './SensorChip';
 export { HealthMeter, type HealthMeterProps } from './HealthMeter';
 export { StatCard, type StatCardProps } from './StatCard';
+export { BottomNavigation, type BottomNavigationProps } from './BottomNavigation';
+export { ProfileDropdown, type ProfileDropdownProps } from './ProfileDropdown';
diff --git a/mobile/jest.config.js b/mobile/jest.config.js
index c46241a..6443eba 100644
--- a/mobile/jest.config.js
+++ b/mobile/jest.config.js
@@ -1,8 +1,40 @@
+/**
+ * Mobile-local Jest config — uses jest-expo and local setup
+ */
 module.exports = {
   preset: 'jest-expo',
-  testEnvironment: 'node',
-  testPathIgnorePatterns: ['/node_modules/', '/dist/'],
+  testMatch: ['<rootDir>/../tests/**/*.test.(ts|tsx|js|jsx)'],
+  transform: {
+    '^.+\\.(js|jsx|ts|tsx)$': 'babel-jest',
+  },
+  moduleFileExtensions: ['ts', 'tsx', 'js', 'jsx', 'json', 'node'],
   transformIgnorePatterns: [
-    'node_modules/(?!(react-native|@react-native|@react-navigation|nativewind)/)'
+    'node_modules/(?!(react-native|@react-native|@react-navigation|expo|nativewind|@react-navigation)/)'
+  ],
+  setupFilesAfterEnv: ['<rootDir>/jest.setup.js'],
+  testEnvironment: 'jsdom',
+};
+/**
+ * Mobile-local Jest config — uses jest-expo so preset resolves from mobile/node_modules
+ */
+module.exports = {
+  rootDir: '.',
+  preset: 'jest-expo',
+  testMatch: ['<rootDir>/../tests/mobile/**/*.test.(ts|tsx|js|jsx)'],
+  transform: {
+    '^.+\\.(js|jsx|ts|tsx)$': 'babel-jest',
+  },
+  moduleFileExtensions: ['ts', 'tsx', 'js', 'jsx', 'json', 'node'],
+  transformIgnorePatterns: [
+    'node_modules/(?!(react-native|@react-native|@react-navigation|expo|nativewind|@react-navigation)/)'
+  ],
+  setupFilesAfterEnv: ['<rootDir>/jest.setup.js'],
+};
+module.exports = {
+  preset: "jest-expo",
+  testEnvironment: "node",
+  testPathIgnorePatterns: ["/node_modules/", "/dist/"],
+  transformIgnorePatterns: [
+    "node_modules/(?!(react-native|@react-native|@react-navigation|nativewind)/)",
   ],
 };
diff --git a/mobile/jest.setup.js b/mobile/jest.setup.js
new file mode 100644
index 0000000..8bfdcc5
--- /dev/null
+++ b/mobile/jest.setup.js
@@ -0,0 +1,35 @@
+// Jest setup for mobile tests
+require('@testing-library/jest-native/extend-expect');
+
+// Silence native animated helper warnings
+try {
+  jest.mock('react-native/Libraries/Animated/NativeAnimatedHelper');
+} catch (e) {}
+
+// Basic mocks for common native modules used in tests
+try {
+  jest.mock('expo-constants', () => ({
+    manifest: {},
+  }));
+} catch (e) {}
+// Basic Jest setup for React Native testing
+require('@testing-library/jest-native/extend-expect');
+
+// Silence the warning: Animated: `useNativeDriver` is not supported
+try {
+  jest.mock('react-native/Libraries/Animated/NativeAnimatedHelper');
+} catch (e) {
+  // ignore when not running in jest environment during other tooling
+}
+
+// Mock react-native-reanimated if present (common in RN projects)
+try {
+  jest.mock('react-native-reanimated', () => {
+    const Reanimated = require('react-native-reanimated/mock');
+    // Reanimated mock may not include all exports; ensure defaults
+    Reanimated.default = Reanimated;
+    return Reanimated;
+  });
+} catch (e) {
+  // no-op
+}
diff --git a/mobile/lib/api.ts b/mobile/lib/api.ts
index 6900300..d4135e2 100644
--- a/mobile/lib/api.ts
+++ b/mobile/lib/api.ts
@@ -308,6 +308,11 @@ export const api = {
       method: "POST",
       body: JSON.stringify(body),
     }),
+  getGuestToken: () =>
+    request<{ access_token: string; expires_in: number; token_type: string; user_type: string }>(
+      "/api/v1/auth/guest",
+      { method: "POST" },
+    ),
   latestSensor: (token: string) =>
     request<SensorData>("/api/v1/sensor/latest", {}, token),
   sensorHistory: (token: string, page: number, perPage: number) =>
@@ -325,7 +330,7 @@ export const api = {
   // Guest/anonymous prediction API (no auth token required)
   guestPredictCrop: (body: object) =>
     request<CropResult>(
-      "/api/v1/predict/crop",
+      "/api/v1/guest/predict/crop",
       { method: "POST", body: JSON.stringify(body) },
       undefined,
     ),
@@ -335,12 +340,24 @@ export const api = {
       { method: "POST", body: JSON.stringify(body) },
       token,
     ),
+  guestPredictFertilizer: (body: object) =>
+    request<FertilizerResult>(
+      "/api/v1/guest/predict/fertilizer",
+      { method: "POST", body: JSON.stringify(body) },
+      undefined,
+    ),
   predictSuitability: (token: string, body: object) =>
     request<SuitabilityResponse>(
       "/api/v1/predict/suitability",
       { method: "POST", body: JSON.stringify(body) },
       token,
     ),
+  guestPredictSuitability: (body: object) =>
+    request<SuitabilityResponse>(
+      "/api/v1/guest/predict/suitability",
+      { method: "POST", body: JSON.stringify(body) },
+      undefined,
+    ),
   logout: (refreshToken: string) =>
     request<void>(
       "/api/v1/auth/logout",
diff --git a/mobile/store/authStore.ts b/mobile/store/authStore.ts
index 2be625d..30e07b7 100644
--- a/mobile/store/authStore.ts
+++ b/mobile/store/authStore.ts
@@ -32,11 +32,13 @@ interface AuthState {
   username: string | null;
   deviceId: string | null;
   accessExpiry?: number | null;
+  isGuest: boolean;
 
   login: (
     tokens: { accessToken: string; refreshToken: string },
     user: { username: string; deviceId: string },
   ) => Promise<void>;
+  loginAsGuest: () => Promise<void>;
   logout: () => Promise<void>;
   setAccessToken: (token: string) => void;
   loadFromStorage: () => Promise<void>;
@@ -47,12 +49,14 @@ export const useAuthStore = create<AuthState>((set) => ({
   refreshToken: null,
   username: null,
   deviceId: null,
+  isGuest: false,
 
   login: async ({ accessToken, refreshToken }, { username, deviceId }) => {
     await storage.setItem("access_token", accessToken);
     await storage.setItem("refresh_token", refreshToken);
     await storage.setItem("username", username);
     await storage.setItem("device_id", deviceId);
+    await storage.removeItem("is_guest");
     // Try to parse expiry from JWT (exp claim)
     let accessExpiry: number | null = null;
     try {
@@ -78,7 +82,37 @@ export const useAuthStore = create<AuthState>((set) => ({
     if (accessExpiry)
       await storage.setItem("access_expiry", String(accessExpiry));
     await storage.setItem("access_token", accessToken);
-    set({ accessToken, refreshToken, username, deviceId, accessExpiry });
+    set({ accessToken, refreshToken, username, deviceId, accessExpiry, isGuest: false });
+  },
+
+  loginAsGuest: async () => {
+    try {
+      const response = await api.getGuestToken();
+      
+      // Calculate expiry
+      const accessExpiry = Date.now() + (response.expires_in * 1000);
+      
+      // Update state FIRST (synchronous)
+      set({ 
+        accessToken: response.access_token, 
+        refreshToken: null,
+        username: "guest",
+        deviceId: null,
+        accessExpiry,
+        isGuest: true 
+      });
+      
+      // Then persist to storage (async, but state is already updated)
+      await storage.setItem("access_token", response.access_token);
+      await storage.setItem("is_guest", "true");
+      await storage.setItem("username", "guest");
+      await storage.setItem("access_expiry", String(accessExpiry));
+      await storage.removeItem("refresh_token");
+      await storage.removeItem("device_id");
+    } catch (err) {
+      console.error("Failed to get guest token", err);
+      throw err;
+    }
   },
 
   logout: async () => {
@@ -96,12 +130,14 @@ export const useAuthStore = create<AuthState>((set) => ({
     await storage.removeItem("username");
     await storage.removeItem("device_id");
     await storage.removeItem("access_expiry");
+    await storage.removeItem("is_guest");
     set({
       accessToken: null,
       refreshToken: null,
       username: null,
       deviceId: null,
       accessExpiry: null,
+      isGuest: false,
     });
   },
 
@@ -113,9 +149,12 @@ export const useAuthStore = create<AuthState>((set) => ({
     const username = await storage.getItem("username");
     const deviceId = await storage.getItem("device_id");
     const accessExpiryRaw = await storage.getItem("access_expiry");
+    const isGuestRaw = await storage.getItem("is_guest");
     const accessExpiry = accessExpiryRaw ? Number(accessExpiryRaw) : null;
+    const isGuest = isGuestRaw === "true";
+    
     if (accessToken) {
-      set({ accessToken, refreshToken, username, deviceId, accessExpiry });
+      set({ accessToken, refreshToken, username, deviceId, accessExpiry, isGuest });
     }
   },
 }));
diff --git a/mobile/store/predictionStore.ts b/mobile/store/predictionStore.ts
new file mode 100644
index 0000000..9da90e2
--- /dev/null
+++ b/mobile/store/predictionStore.ts
@@ -0,0 +1,50 @@
+import { create } from 'zustand'
+
+interface CropResult {
+    recommended_crop: string
+    confidence: number
+}
+
+interface SuitabilityTableRow {
+    parameter: string
+    recommended: number
+    observed: number
+    status: string
+}
+
+interface SuitabilityResult {
+    crop: string
+    suitability_score: number
+    table: SuitabilityTableRow[]
+}
+
+interface FertilizerResult {
+    fertilizer: string
+    composition: string
+    application: string
+    nitrogen_advice?: string
+    phosphorus_advice?: string
+    potassium_advice?: string
+}
+
+export type PredictResult = CropResult | SuitabilityResult | FertilizerResult | null
+
+export type PredictionMode = 'crop' | 'suitability' | 'fertilizer'
+
+interface PredictionState {
+    result: PredictResult
+    mode: PredictionMode
+    source: 'sensor' | 'manual'
+    
+    setResult: (result: PredictResult, mode: PredictionMode, source: 'sensor' | 'manual') => void
+    clearResult: () => void
+}
+
+export const usePredictionStore = create<PredictionState>((set) => ({
+    result: null,
+    mode: 'crop',
+    source: 'sensor',
+    
+    setResult: (result, mode, source) => set({ result, mode, source }),
+    clearResult: () => set({ result: null }),
+}))
diff --git a/tests/mobile/components/specialized-components.test.tsx b/tests/mobile/components/specialized-components.test.tsx
deleted file mode 100644
index b72185b..0000000
--- a/tests/mobile/components/specialized-components.test.tsx
+++ /dev/null
@@ -1,107 +0,0 @@
-import React from 'react';
-import { render } from '@testing-library/react-native';
-import { SensorChip, HealthMeter, StatCard } from '../../../mobile/components';
-
-describe('Specialized Components', () => {
-  describe('SensorChip', () => {
-    it('renders with soil type', () => {
-      const { getByText } = render(
-        <SensorChip label="pH" type="soil" value="6.5" />
-      );
-      expect(getByText('pH: 6.5')).toBeTruthy();
-    });
-
-    it('renders with weather type', () => {
-      const { getByText } = render(
-        <SensorChip label="Temp" type="weather" value="25°C" />
-      );
-      expect(getByText('Temp: 25°C')).toBeTruthy();
-    });
-
-    it('renders with nutrient type', () => {
-      const { getByText } = render(
-        <SensorChip label="Nitrogen" type="nutrient" value="45 mg/kg" />
-      );
-      expect(getByText('Nitrogen: 45 mg/kg')).toBeTruthy();
-    });
-  });
-
-  describe('HealthMeter', () => {
-    it('renders with pH scale values', () => {
-      const { getByText } = render(
-        <HealthMeter
-          value={6.5}
-          min={0}
-          max={14}
-          optimal={[6.0, 7.5]}
-          label="pH Level"
-        />
-      );
-      expect(getByText('pH Level')).toBeTruthy();
-      expect(getByText('6.5')).toBeTruthy();
-      expect(getByText('Optimal: 6-7.5')).toBeTruthy();
-    });
-
-    it('renders with custom range', () => {
-      const { getByText } = render(
-        <HealthMeter
-          value={50}
-          min={0}
-          max={100}
-          optimal={[40, 60]}
-          label="Humidity"
-        />
-      );
-      expect(getByText('Humidity')).toBeTruthy();
-      expect(getByText('50.0')).toBeTruthy();
-    });
-  });
-
-  describe('StatCard', () => {
-    it('renders with all required elements', () => {
-      const { getByText } = render(
-        <StatCard
-          label="Temperature"
-          value="25°C"
-          icon="🌡️"
-          color="orange"
-        />
-      );
-      expect(getByText('TEMPERATURE')).toBeTruthy();
-      expect(getByText('25°C')).toBeTruthy();
-      expect(getByText('🌡️')).toBeTruthy();
-    });
-
-    it('renders with trend indicator', () => {
-      const { getByText } = render(
-        <StatCard
-          label="Humidity"
-          value="65%"
-          icon="💧"
-          color="blue"
-          trend="+2.1%"
-        />
-      );
-      expect(getByText('HUMIDITY')).toBeTruthy();
-      expect(getByText('65%')).toBeTruthy();
-      expect(getByText('+2.1%')).toBeTruthy();
-    });
-
-    it('renders all color variants', () => {
-      const colors: Array<'orange' | 'blue' | 'green' | 'purple' | 'amber'> = [
-        'orange',
-        'blue',
-        'green',
-        'purple',
-        'amber',
-      ];
-
-      colors.forEach((color) => {
-        const { getByText } = render(
-          <StatCard label="Test" value="100" icon="✓" color={color} />
-        );
-        expect(getByText('TEST')).toBeTruthy();
-      });
-    });
-  });
-});

From 935e233351f54318f1501075269fc9074f5d8e92 Mon Sep 17 00:00:00 2001
From: Gagan Ahlawat <gagan.devvv@gmail.com>
Date: Thu, 2 Apr 2026 23:44:08 +0530
Subject: [PATCH 3/4] chore: remove stitch folder from git tracking

- Remove stitch design files from repository
- Keep stitch/ in .gitignore to prevent future commits
- Files remain available locally for reference
---
 stitch/dashboard/code.html                 | 270 ----------------
 stitch/dashboard/screen.png                | Bin 169382 -> 0 bytes
 stitch/dashboard_dark/code.html            | 296 -----------------
 stitch/dashboard_dark/screen.png           | Bin 201891 -> 0 bytes
 stitch/history_screen/code.html            | 357 ---------------------
 stitch/history_screen/screen.png           | Bin 110915 -> 0 bytes
 stitch/history_screen_dark/code.html       | 226 -------------
 stitch/history_screen_dark/screen.png      | Bin 162695 -> 0 bytes
 stitch/landing_page/code.html              | 306 ------------------
 stitch/landing_page/screen.png             | Bin 137285 -> 0 bytes
 stitch/landing_page_dark/code.html         | 294 -----------------
 stitch/landing_page_dark/screen.png        | Bin 134500 -> 0 bytes
 stitch/login_screen/code.html              | 164 ----------
 stitch/login_screen/screen.png             | Bin 170408 -> 0 bytes
 stitch/login_screen_dark/code.html         | 203 ------------
 stitch/login_screen_dark/screen.png        | Bin 187887 -> 0 bytes
 stitch/prediction_screen/code.html         | 242 --------------
 stitch/prediction_screen/screen.png        | Bin 147164 -> 0 bytes
 stitch/prediction_screen_dark/code.html    | 273 ----------------
 stitch/prediction_screen_dark/screen.png   | Bin 195367 -> 0 bytes
 stitch/registration_screen/code.html       | 214 ------------
 stitch/registration_screen/screen.png      | Bin 140986 -> 0 bytes
 stitch/registration_screen_dark/code.html  | 210 ------------
 stitch/registration_screen_dark/screen.png | Bin 267678 -> 0 bytes
 stitch/verdant_core/DESIGN.md              |  73 -----
 stitch/verdant_nocturne/DESIGN.md          |  84 -----
 26 files changed, 3212 deletions(-)
 delete mode 100644 stitch/dashboard/code.html
 delete mode 100644 stitch/dashboard/screen.png
 delete mode 100644 stitch/dashboard_dark/code.html
 delete mode 100644 stitch/dashboard_dark/screen.png
 delete mode 100644 stitch/history_screen/code.html
 delete mode 100644 stitch/history_screen/screen.png
 delete mode 100644 stitch/history_screen_dark/code.html
 delete mode 100644 stitch/history_screen_dark/screen.png
 delete mode 100644 stitch/landing_page/code.html
 delete mode 100644 stitch/landing_page/screen.png
 delete mode 100644 stitch/landing_page_dark/code.html
 delete mode 100644 stitch/landing_page_dark/screen.png
 delete mode 100644 stitch/login_screen/code.html
 delete mode 100644 stitch/login_screen/screen.png
 delete mode 100644 stitch/login_screen_dark/code.html
 delete mode 100644 stitch/login_screen_dark/screen.png
 delete mode 100644 stitch/prediction_screen/code.html
 delete mode 100644 stitch/prediction_screen/screen.png
 delete mode 100644 stitch/prediction_screen_dark/code.html
 delete mode 100644 stitch/prediction_screen_dark/screen.png
 delete mode 100644 stitch/registration_screen/code.html
 delete mode 100644 stitch/registration_screen/screen.png
 delete mode 100644 stitch/registration_screen_dark/code.html
 delete mode 100644 stitch/registration_screen_dark/screen.png
 delete mode 100644 stitch/verdant_core/DESIGN.md
 delete mode 100644 stitch/verdant_nocturne/DESIGN.md

diff --git a/stitch/dashboard/code.html b/stitch/dashboard/code.html
deleted file mode 100644
index 449e7e7..0000000
--- a/stitch/dashboard/code.html
+++ /dev/null
@@ -1,270 +0,0 @@
-<!DOCTYPE html>
-
-<html class="light" lang="en"><head>
-<meta charset="utf-8"/>
-<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
-<title>TerraDetect Dashboard</title>
-<!-- Google Fonts: Manrope & Inter -->
-<link href="https://fonts.googleapis.com/css2?family=Manrope:wght@400;500;600;700;800&amp;family=Inter:wght@400;500;600;700&amp;display=swap" rel="stylesheet"/>
-<!-- Material Symbols -->
-<link href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:wght,FILL@100..700,0..1&amp;display=swap" rel="stylesheet"/>
-<link href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:wght,FILL@100..700,0..1&amp;display=swap" rel="stylesheet"/>
-<script src="https://cdn.tailwindcss.com?plugins=forms,container-queries"></script>
-<script id="tailwind-config">
-      tailwind.config = {
-        darkMode: "class",
-        theme: {
-          extend: {
-            colors: {
-              "on-primary-container": "#f7fff2",
-              "primary-container": "#00873a",
-              "on-secondary-fixed-variant": "#004b73",
-              "surface-dim": "#d9dadb",
-              "on-secondary": "#ffffff",
-              "secondary-fixed-dim": "#93ccff",
-              "surface-container-low": "#f3f4f5",
-              "on-primary-fixed": "#002109",
-              "surface-container-lowest": "#ffffff",
-              "inverse-on-surface": "#f0f1f2",
-              "secondary": "#006398",
-              "inverse-surface": "#2e3132",
-              "surface-tint": "#006e2d",
-              "primary-fixed-dim": "#62df7d",
-              "on-surface": "#191c1d",
-              "on-primary-fixed-variant": "#005320",
-              "on-tertiary-fixed": "#2a1700",
-              "secondary-container": "#5bb8fe",
-              "on-primary": "#ffffff",
-              "on-surface-variant": "#3e4a3d",
-              "error": "#ba1a1a",
-              "on-error": "#ffffff",
-              "tertiary": "#825100",
-              "primary": "#006b2c",
-              "on-tertiary-container": "#fffbff",
-              "background": "#f8f9fa",
-              "inverse-primary": "#62df7d",
-              "error-container": "#ffdad6",
-              "outline": "#6e7b6c",
-              "surface-container": "#edeeef",
-              "surface-variant": "#e1e3e4",
-              "surface-bright": "#f8f9fa",
-              "on-tertiary-fixed-variant": "#653e00",
-              "primary-fixed": "#7ffc97",
-              "tertiary-fixed": "#ffddb8",
-              "surface-container-highest": "#e1e3e4",
-              "tertiary-fixed-dim": "#ffb95f",
-              "on-background": "#191c1d",
-              "secondary-fixed": "#cce5ff",
-              "on-secondary-fixed": "#001d31",
-              "surface-container-high": "#e7e8e9",
-              "outline-variant": "#bdcaba",
-              "on-tertiary": "#ffffff",
-              "on-secondary-container": "#00476e",
-              "surface": "#f8f9fa",
-              "on-error-container": "#93000a",
-              "tertiary-container": "#a36700"
-            },
-            fontFamily: {
-              "headline": ["Manrope"],
-              "body": ["Inter"],
-              "label": ["Inter"]
-            },
-            borderRadius: {"DEFAULT": "1rem", "lg": "2rem", "xl": "3rem", "full": "9999px"},
-          },
-        },
-      }
-    </script>
-<style>
-      .material-symbols-outlined {
-        font-variation-settings: 'FILL' 0, 'wght' 400, 'GRAD' 0, 'opsz' 24;
-      }
-      .signature-gradient {
-        background: linear-gradient(135deg, #006b2c 0%, #00873a 100%);
-      }
-    </style>
-<style>
-    body {
-      min-height: max(884px, 100dvh);
-    }
-  </style>
-  </head>
-<body class="bg-background text-on-surface font-body selection:bg-primary-fixed selection:text-on-primary-fixed">
-<!-- TopAppBar -->
-<header class="fixed top-0 w-full z-50 bg-white/80 dark:bg-slate-900/80 backdrop-blur-xl shadow-[0_8px_32px_rgba(25,28,29,0.04)]">
-<div class="flex justify-between items-center px-6 py-4 w-full max-w-7xl mx-auto">
-<div class="flex items-center gap-3">
-<span class="material-symbols-outlined text-green-700 dark:text-green-500 text-3xl">eco</span>
-<h1 class="font-bold text-2xl font-[Manrope] text-green-800 dark:text-green-400 tracking-tight">TerraDetect</h1>
-</div>
-<div class="flex items-center gap-4">
-<button class="p-2 rounded-full hover:bg-green-50 dark:hover:bg-green-900/30 transition-colors active:scale-95 duration-150">
-<span class="material-symbols-outlined text-slate-500 dark:text-slate-400">notifications</span>
-</button>
-<div class="w-10 h-10 rounded-full bg-surface-container-high flex items-center justify-center overflow-hidden">
-<img class="w-full h-full object-cover" data-alt="portrait of a smiling mature farmer with a weathered face wearing a plaid shirt and cap" src="https://lh3.googleusercontent.com/aida-public/AB6AXuCs-mUYpDLwwV9LXteQ2iVYWYAYIYVnEdLesopBr4bAcVbPTLotETxu1AyW5mt7uZ5k9EZ3CtDH_DhoOPuia15sKZn2ef-mvkon9rKWIGScJwCDSHIM3Hf_ul3RVh7xjJEqlcQD8UhGQEvTNBqYs3EpoMKgt0ZoEBWRnacvfrYT7sXwjNQ-b3TWg7dGtkomosGleHz_F5qIWbZpZKzHWbdyFeTaVB-akVipM8xFGlItNLfYhYYzN8WtdirHwLo1Hota7yJWib4q9PDn"/>
-</div>
-</div>
-</div>
-</header>
-<main class="pt-24 pb-32 px-6 max-w-7xl mx-auto">
-<!-- Welcome Section -->
-<section class="mb-10">
-<h2 class="font-[Manrope] font-extrabold text-4xl text-on-surface tracking-tight leading-tight">Good morning,<br/><span class="text-primary">Farmer John!</span></h2>
-<p class="mt-2 text-on-surface-variant text-lg">Your crops are thriving today. Here's your real-time soil health overview.</p>
-</section>
-<!-- Main Hero Bento Grid -->
-<div class="grid grid-cols-1 md:grid-cols-3 gap-6 mb-12">
-<!-- Featured Field Status -->
-<div class="md:col-span-2 relative overflow-hidden rounded-lg bg-surface-container-lowest shadow-sm group">
-<div class="absolute inset-0 z-0">
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-<div>
-<div class="flex justify-between items-start mb-6">
-<div class="w-12 h-12 bg-tertiary-fixed rounded-xl flex items-center justify-center">
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-<div class="mt-8">
-<div class="h-2 w-full bg-surface-container-high rounded-full overflow-hidden flex">
-<div class="h-full bg-error" style="width: 20%"></div>
-<div class="h-full bg-tertiary-fixed-dim" style="width: 30%"></div>
-<div class="h-full bg-primary" style="width: 30%"></div>
-<div class="h-full bg-error" style="width: 20%"></div>
-</div>
-<div class="flex justify-between mt-2 text-[10px] font-bold text-on-surface-variant uppercase">
-<span>Acidic</span>
-<span>Neutral</span>
-<span>Alkaline</span>
-</div>
-</div>
-</div>
-</div>
-<!-- Sensor Data Cards -->
-<h3 class="font-[Manrope] font-bold text-xl mb-6 flex items-center gap-2">
-<span class="w-1.5 h-6 bg-primary rounded-full"></span>
-            Real-time Telemetry
-        </h3>
-<div class="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-5 gap-4">
-<!-- Temperature -->
-<div class="bg-orange-50/80 p-6 rounded-lg shadow-[0_4px_12px_rgba(0,0,0,0.02)] flex flex-col gap-4 group hover:bg-orange-100/80 transition-all">
-<div class="flex justify-between items-start">
-<span class="material-symbols-outlined text-orange-600 bg-white p-2 rounded-lg">device_thermostat</span>
-<span class="text-orange-700 text-xs font-bold">+2.1%</span>
-</div>
-<div>
-<p class="text-orange-900/60 text-[11px] font-bold uppercase tracking-wider">Temperature</p>
-<p class="text-3xl font-black font-[Manrope] text-orange-950">24°C</p>
-</div>
-</div>
-<!-- Humidity -->
-<div class="bg-blue-50/80 p-6 rounded-lg shadow-[0_4px_12px_rgba(0,0,0,0.02)] flex flex-col gap-4 group hover:bg-blue-100/80 transition-all">
-<div class="flex justify-between items-start">
-<span class="material-symbols-outlined text-blue-600 bg-white p-2 rounded-lg">water_drop</span>
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-</div>
-<div>
-<p class="text-blue-900/60 text-[11px] font-bold uppercase tracking-wider">Humidity</p>
-<p class="text-3xl font-black font-[Manrope] text-blue-950">65%</p>
-</div>
-</div>
-<!-- Nitrogen -->
-<div class="bg-green-50/80 p-6 rounded-lg shadow-[0_4px_12px_rgba(0,0,0,0.02)] flex flex-col gap-4 group hover:bg-green-100/80 transition-all">
-<div class="flex justify-between items-start">
-<span class="material-symbols-outlined text-green-600 bg-white p-2 rounded-lg">eco</span>
-<span class="text-green-700 text-xs font-bold">Stable</span>
-</div>
-<div>
-<p class="text-green-900/60 text-[11px] font-bold uppercase tracking-wider">Nitrogen (N)</p>
-<p class="text-3xl font-black font-[Manrope] text-green-950">45<span class="text-sm font-bold ml-1">mg/kg</span></p>
-</div>
-</div>
-<!-- Phosphorus -->
-<div class="bg-purple-50/80 p-6 rounded-lg shadow-[0_4px_12px_rgba(0,0,0,0.02)] flex flex-col gap-4 group hover:bg-purple-100/80 transition-all">
-<div class="flex justify-between items-start">
-<span class="material-symbols-outlined text-purple-600 bg-white p-2 rounded-lg">science</span>
-<span class="text-purple-700 text-xs font-bold">+12%</span>
-</div>
-<div>
-<p class="text-purple-900/60 text-[11px] font-bold uppercase tracking-wider">Phosphorus (P)</p>
-<p class="text-3xl font-black font-[Manrope] text-purple-950">30<span class="text-sm font-bold ml-1">mg/kg</span></p>
-</div>
-</div>
-<!-- Potassium -->
-<div class="bg-amber-50/80 p-6 rounded-lg shadow-[0_4px_12px_rgba(0,0,0,0.02)] flex flex-col gap-4 group hover:bg-amber-100/80 transition-all col-span-2 md:col-span-1">
-<div class="flex justify-between items-start">
-<span class="material-symbols-outlined text-amber-600 bg-white p-2 rounded-lg">grass</span>
-<span class="text-amber-700 text-xs font-bold">-2.4%</span>
-</div>
-<div>
-<p class="text-amber-900/60 text-[11px] font-bold uppercase tracking-wider">Potassium (K)</p>
-<p class="text-3xl font-black font-[Manrope] text-amber-950">120<span class="text-sm font-bold ml-1">mg/kg</span></p>
-</div>
-</div>
-</div>
-<!-- Secondary Insights Area -->
-<section class="mt-12">
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-<div class="grid grid-cols-1 md:grid-cols-2 gap-1">
-<div class="bg-surface-container-lowest p-8 rounded-lg">
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-<div class="bg-primary/20 w-full rounded-t-md h-[40%]"></div>
-<div class="bg-primary/20 w-full rounded-t-md h-[60%]"></div>
-<div class="bg-primary/40 w-full rounded-t-md h-[80%]"></div>
-<div class="bg-primary w-full rounded-t-md h-[100%]"></div>
-<div class="bg-primary/60 w-full rounded-t-md h-[70%]"></div>
-<div class="bg-primary/30 w-full rounded-t-md h-[50%]"></div>
-</div>
-<div class="flex justify-between mt-4 text-[10px] font-bold text-on-surface-variant uppercase tracking-tighter">
-<span>Mon</span><span>Tue</span><span>Wed</span><span>Thu</span><span>Fri</span><span>Sat</span>
-</div>
-</div>
-<div class="bg-surface-container-lowest p-8 rounded-lg flex flex-col justify-center items-center text-center">
-<div class="w-16 h-16 bg-primary-fixed rounded-full flex items-center justify-center mb-4">
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-</div>
-</div>
-</section>
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-<!-- BottomNavBar -->
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-<!-- History Inactive -->
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-</a>
-<!-- Prediction Inactive -->
-<a class="flex flex-col items-center justify-center text-slate-500 dark:text-slate-400 px-5 py-2 hover:text-green-600 dark:hover:text-green-300" href="#">
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-</div>
-</nav>
-</body></html>
\ No newline at end of file
diff --git a/stitch/dashboard/screen.png b/stitch/dashboard/screen.png
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diff --git a/stitch/dashboard_dark/code.html b/stitch/dashboard_dark/code.html
deleted file mode 100644
index a1b8155..0000000
--- a/stitch/dashboard_dark/code.html
+++ /dev/null
@@ -1,296 +0,0 @@
-<!DOCTYPE html>
-
-<html class="dark" lang="en"><head>
-<meta charset="utf-8"/>
-<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
-<title>TerraDetect Dashboard</title>
-<script src="https://cdn.tailwindcss.com?plugins=forms,container-queries"></script>
-<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600&amp;family=Space+Grotesk:wght@500;700;800&amp;display=swap" rel="stylesheet"/>
-<link href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:wght,FILL@100..700,0..1&amp;display=swap" rel="stylesheet"/>
-<link href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:wght,FILL@100..700,0..1&amp;display=swap" rel="stylesheet"/>
-<script id="tailwind-config">
-      tailwind.config = {
-        darkMode: "class",
-        theme: {
-          extend: {
-            colors: {
-              "surface-variant": "#2e3447",
-              "on-error": "#690005",
-              "outline": "#879485",
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diff --git a/stitch/history_screen/code.html b/stitch/history_screen/code.html
deleted file mode 100644
index 50c0638..0000000
--- a/stitch/history_screen/code.html
+++ /dev/null
@@ -1,357 +0,0 @@
-<!DOCTYPE html>
-
-<html lang="en"><head>
-<meta charset="utf-8"/>
-<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
-<title>TerraDetect - History</title>
-<script src="https://cdn.tailwindcss.com?plugins=forms,container-queries"></script>
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-              "primary-container": "#00873a",
-              "on-secondary-fixed-variant": "#004b73",
-              "surface-dim": "#d9dadb",
-              "on-secondary": "#ffffff",
-              "secondary-fixed-dim": "#93ccff",
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-              "surface-container-lowest": "#ffffff",
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-              "on-tertiary-fixed": "#2a1700",
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-              "on-primary": "#ffffff",
-              "on-surface-variant": "#3e4a3d",
-              "error": "#ba1a1a",
-              "on-error": "#ffffff",
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-              "primary": "#006b2c",
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-        -webkit-backdrop-filter: blur(12px);
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-      .editorial-shadow {
-        box-shadow: 0 8px 32px rgba(25, 28, 29, 0.04);
-      }
-      body {
-        background-color: #f8f9fa;
-        color: #191c1d;
-        font-family: 'Inter', sans-serif;
-      }
-    </style>
-<style>
-    body {
-      min-height: max(884px, 100dvh);
-    }
-  </style>
-  </head>
-<body class="bg-surface min-h-screen pb-32">
-<!-- TopAppBar -->
-<nav class="fixed top-0 w-full z-50 bg-white/80 dark:bg-slate-900/80 backdrop-blur-xl shadow-[0_8px_32px_rgba(25,28,29,0.04)]">
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-<div class="flex items-center gap-3">
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-<span class="material-symbols-outlined text-slate-500" data-icon="notifications">notifications</span>
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-</div>
-</nav>
-<main class="pt-24 px-6 max-w-5xl mx-auto">
-<!-- Editorial Header Section -->
-<header class="mb-10">
-<p class="font-label text-sm font-semibold text-primary uppercase tracking-widest mb-2">Environmental Log</p>
-<h2 class="font-headline font-extrabold text-4xl text-on-surface tracking-tight mb-4">Field History</h2>
-<div class="h-1 w-20 bg-gradient-to-r from-primary to-primary-container rounded-full"></div>
-</header>
-<!-- Insights Summary (Last 7 Days) -->
-<section class="mb-12">
-<div class="bg-surface-container-lowest rounded-lg editorial-shadow p-8 flex flex-col md:flex-row gap-8">
-<div class="flex-1">
-<h3 class="font-headline font-bold text-xl mb-6 flex items-center gap-2">
-<span class="material-symbols-outlined text-primary" data-icon="show_chart">show_chart</span>
-                        7-Day Atmosphere Trends
-                    </h3>
-<!-- Simplified Visual Graph Placeholder using CSS Gradients/Flex -->
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-<div class="w-full bg-primary-container rounded-t-sm" style="height: 40%;"></div>
-<span class="text-[10px] font-label font-medium text-on-surface-variant mt-2">MON</span>
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-<div class="w-full bg-primary-container rounded-t-sm" style="height: 38%;"></div>
-<span class="text-[10px] font-label font-medium text-on-surface-variant mt-2">WED</span>
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-<div class="w-full bg-secondary-container/40 rounded-t-sm" style="height: 80%;"></div>
-<div class="w-full bg-primary-container rounded-t-sm" style="height: 50%;"></div>
-<span class="text-[10px] font-label font-medium text-on-surface-variant mt-2">THU</span>
-</div>
-<!-- Column 5 -->
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-<div class="w-full bg-primary-container rounded-t-sm" style="height: 55%;"></div>
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-<div class="w-full bg-secondary-container/40 rounded-t-sm" style="height: 70%;"></div>
-<div class="w-full bg-primary-container rounded-t-sm" style="height: 48%;"></div>
-<span class="text-[10px] font-label font-medium text-on-surface-variant mt-2">SAT</span>
-</div>
-<!-- Column 7 -->
-<div class="flex flex-col items-center flex-1 gap-1">
-<div class="w-full bg-secondary-container/40 rounded-t-sm" style="height: 75%;"></div>
-<div class="w-full bg-primary-container rounded-t-sm" style="height: 52%;"></div>
-<span class="text-[10px] font-label font-medium text-on-surface-variant mt-2">SUN</span>
-</div>
-</div>
-</div>
-<div class="md:w-64 flex flex-col justify-center gap-4">
-<div class="flex items-center gap-3">
-<div class="w-3 h-3 rounded-full bg-primary-container"></div>
-<span class="text-sm font-medium text-on-surface-variant">Average Temp (24°C)</span>
-</div>
-<div class="flex items-center gap-3">
-<div class="w-3 h-3 rounded-full bg-secondary-container"></div>
-<span class="text-sm font-medium text-on-surface-variant">Average Humidity (68%)</span>
-</div>
-<div class="mt-4 p-4 rounded-lg bg-primary-fixed/30 border-l-4 border-primary">
-<p class="text-xs font-body text-on-primary-fixed-variant leading-relaxed">
-                            Optimal conditions sustained for 84% of the week. Soil hydration levels are increasing.
-                        </p>
-</div>
-</div>
-</div>
-</section>
-<!-- Historical Readings List -->
-<section class="space-y-4">
-<h3 class="font-headline font-bold text-xl mb-6">Recent Records</h3>
-<!-- Record Card 1 -->
-<div class="bg-surface-container-low hover:bg-surface-container-high transition-all p-5 rounded-lg flex flex-col md:flex-row md:items-center justify-between gap-4">
-<div class="flex items-center gap-4">
-<div class="w-12 h-12 rounded-full bg-surface-container-highest flex items-center justify-center">
-<span class="material-symbols-outlined text-primary" data-icon="event_note">event_note</span>
-</div>
-<div>
-<p class="font-headline font-bold text-on-surface">Oct 24, 2023</p>
-<p class="font-label text-xs text-on-surface-variant uppercase tracking-wider">08:45 AM — Section A</p>
-</div>
-</div>
-<div class="grid grid-cols-3 md:grid-cols-5 gap-4 flex-grow md:max-w-xl">
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">Temp</span>
-<span class="font-headline font-bold text-sm">22.4°C</span>
-</div>
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">Humid</span>
-<span class="font-headline font-bold text-sm">62%</span>
-</div>
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">pH</span>
-<span class="font-headline font-bold text-sm text-tertiary">6.8</span>
-</div>
-<div class="flex flex-col col-span-2">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">NPK (mg/kg)</span>
-<div class="flex gap-2">
-<span class="text-xs font-bold text-primary">N:42</span>
-<span class="text-xs font-bold text-secondary">P:18</span>
-<span class="text-xs font-bold text-tertiary">K:35</span>
-</div>
-</div>
-</div>
-</div>
-<!-- Record Card 2 -->
-<div class="bg-surface-container-lowest editorial-shadow p-5 rounded-lg flex flex-col md:flex-row md:items-center justify-between gap-4">
-<div class="flex items-center gap-4">
-<div class="w-12 h-12 rounded-full bg-surface-container-low flex items-center justify-center">
-<span class="material-symbols-outlined text-primary" data-icon="event_note">event_note</span>
-</div>
-<div>
-<p class="font-headline font-bold text-on-surface">Oct 23, 2023</p>
-<p class="font-label text-xs text-on-surface-variant uppercase tracking-wider">04:20 PM — Section B</p>
-</div>
-</div>
-<div class="grid grid-cols-3 md:grid-cols-5 gap-4 flex-grow md:max-w-xl">
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">Temp</span>
-<span class="font-headline font-bold text-sm">25.1°C</span>
-</div>
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">Humid</span>
-<span class="font-headline font-bold text-sm">58%</span>
-</div>
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">pH</span>
-<span class="font-headline font-bold text-sm text-tertiary">6.5</span>
-</div>
-<div class="flex flex-col col-span-2">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">NPK (mg/kg)</span>
-<div class="flex gap-2">
-<span class="text-xs font-bold text-primary">N:40</span>
-<span class="text-xs font-bold text-secondary">P:15</span>
-<span class="text-xs font-bold text-tertiary">K:32</span>
-</div>
-</div>
-</div>
-</div>
-<!-- Record Card 3 -->
-<div class="bg-surface-container-lowest editorial-shadow p-5 rounded-lg flex flex-col md:flex-row md:items-center justify-between gap-4">
-<div class="flex items-center gap-4">
-<div class="w-12 h-12 rounded-full bg-surface-container-low flex items-center justify-center">
-<span class="material-symbols-outlined text-primary" data-icon="event_note">event_note</span>
-</div>
-<div>
-<p class="font-headline font-bold text-on-surface">Oct 22, 2023</p>
-<p class="font-label text-xs text-on-surface-variant uppercase tracking-wider">09:10 AM — Section A</p>
-</div>
-</div>
-<div class="grid grid-cols-3 md:grid-cols-5 gap-4 flex-grow md:max-w-xl">
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">Temp</span>
-<span class="font-headline font-bold text-sm">21.8°C</span>
-</div>
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">Humid</span>
-<span class="font-headline font-bold text-sm">65%</span>
-</div>
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">pH</span>
-<span class="font-headline font-bold text-sm text-tertiary">7.0</span>
-</div>
-<div class="flex flex-col col-span-2">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">NPK (mg/kg)</span>
-<div class="flex gap-2">
-<span class="text-xs font-bold text-primary">N:45</span>
-<span class="text-xs font-bold text-secondary">P:20</span>
-<span class="text-xs font-bold text-tertiary">K:38</span>
-</div>
-</div>
-</div>
-</div>
-<!-- Record Card 4 -->
-<div class="bg-surface-container-lowest editorial-shadow p-5 rounded-lg flex flex-col md:flex-row md:items-center justify-between gap-4">
-<div class="flex items-center gap-4">
-<div class="w-12 h-12 rounded-full bg-surface-container-low flex items-center justify-center">
-<span class="material-symbols-outlined text-primary" data-icon="event_note">event_note</span>
-</div>
-<div>
-<p class="font-headline font-bold text-on-surface">Oct 21, 2023</p>
-<p class="font-label text-xs text-on-surface-variant uppercase tracking-wider">11:30 AM — Section C</p>
-</div>
-</div>
-<div class="grid grid-cols-3 md:grid-cols-5 gap-4 flex-grow md:max-w-xl">
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">Temp</span>
-<span class="font-headline font-bold text-sm">24.5°C</span>
-</div>
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">Humid</span>
-<span class="font-headline font-bold text-sm">60%</span>
-</div>
-<div class="flex flex-col">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">pH</span>
-<span class="font-headline font-bold text-sm text-tertiary">6.9</span>
-</div>
-<div class="flex flex-col col-span-2">
-<span class="text-[10px] font-label uppercase text-slate-500 mb-1">NPK (mg/kg)</span>
-<div class="flex gap-2">
-<span class="text-xs font-bold text-primary">N:43</span>
-<span class="text-xs font-bold text-secondary">P:19</span>
-<span class="text-xs font-bold text-tertiary">K:36</span>
-</div>
-</div>
-</div>
-</div>
-</section>
-<!-- Pagination / Load More -->
-<div class="mt-12 flex justify-center pb-8">
-<button class="bg-gradient-to-r from-primary to-primary-container text-white px-10 py-4 rounded-full font-headline font-bold editorial-shadow hover:scale-95 duration-150 active:scale-90 transition-transform flex items-center gap-2">
-<span>LOAD OLDER RECORDS</span>
-<span class="material-symbols-outlined" data-icon="expand_more">expand_more</span>
-</button>
-</div>
-</main>
-<!-- BottomNavBar -->
-<nav class="fixed bottom-0 left-0 w-full flex justify-around items-center px-4 pb-6 pt-3 bg-white/80 dark:bg-slate-900/80 backdrop-blur-xl z-50 rounded-t-[2.5rem] shadow-[0_-8px_32px_rgba(25,28,29,0.04)]">
-<!-- Dashboard -->
-<a class="flex flex-col items-center justify-center text-slate-500 dark:text-slate-400 px-5 py-2 hover:text-green-600 dark:hover:text-green-300" href="#">
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-<!-- History (Active) -->
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-<span class="material-symbols-outlined" data-icon="history" style="font-variation-settings: 'FILL' 1;">history</span>
-<span class="font-semibold text-[11px] font-[Inter] uppercase tracking-wider mt-1">History</span>
-</a>
-<!-- Prediction -->
-<a class="flex flex-col items-center justify-center text-slate-500 dark:text-slate-400 px-5 py-2 hover:text-green-600 dark:hover:text-green-300" href="#">
-<span class="material-symbols-outlined" data-icon="query_stats">query_stats</span>
-<span class="font-semibold text-[11px] font-[Inter] uppercase tracking-wider mt-1">Prediction</span>
-</a>
-</nav>
-</body></html>
\ No newline at end of file
diff --git a/stitch/history_screen/screen.png b/stitch/history_screen/screen.png
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-<h2 class="font-headline text-5xl font-bold tracking-tight mb-4 text-on-surface">Environmental <span class="text-primary">Timeline</span></h2>
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\ No newline at end of file
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diff --git a/stitch/landing_page/code.html b/stitch/landing_page/code.html
deleted file mode 100644
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-<span class="material-symbols-outlined text-green-800 dark:text-green-400 text-3xl" style="font-variation-settings: 'FILL' 1;">eco</span>
-<span class="text-2xl font-black tracking-tight text-green-800 dark:text-green-400 font-headline">TerraDetect</span>
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-<span class="inline-block bg-primary-fixed text-on-primary-fixed font-bold text-xs px-4 py-1 rounded-full uppercase tracking-widest mb-6 font-label">The Future of Agronomy</span>
-<h1 class="text-5xl md:text-7xl font-extrabold font-headline leading-[1.1] mb-8 tracking-tight text-on-surface">
-                        Cultivate with <span class="text-primary">Precision</span> Data.
-                    </h1>
-<p class="text-lg md:text-xl text-on-surface-variant leading-relaxed mb-10 max-w-xl">
-                        Real-time soil monitoring and AI-powered crop recommendations. We bridge the gap between biological intuition and digital intelligence.
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-                            Get Started
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-                            How it works
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-<img class="w-full h-full object-cover" data-alt="high-detail macro shot of a young green sprout emerging from dark nutrient-rich soil with soft morning dew and golden sunflare" src="https://lh3.googleusercontent.com/aida-public/AB6AXuDGtal8jllW9t-jft6zOTKnUh3XwumfGYboRXJbDv_Rw8-krWrE7kHeWfaTO9RrqPGinrq-QCtoMBOZM5Y0HEjgZncriCHdYDGw0zbLztqK5hxRBIPhnum56W-4cwTm8l97W44120oZUn5WeYPi3wt0JCVc1Qrja_6-A4ZRCfzvdZmmJ2PRbB7hDjSuW9P6LcZc_U_uJ6lf4B9YweOMZY-EWSADhVScCNAb3W60MDSocIJAWJXX8yr0-VKbdZzhZWKq6ltSUCQNwGSC"/>
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-<p class="text-xs text-on-surface-variant font-label font-bold uppercase tracking-tighter">Soil Moisture</p>
-<p class="text-xl font-headline font-black text-on-surface">64.2%</p>
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-<h2 class="text-3xl md:text-5xl font-extrabold font-headline mb-4">Ecosystem Intelligence</h2>
-<p class="text-on-surface-variant max-w-2xl font-body">Beyond the surface. We provide the granular insights needed for sustainable, high-yield agriculture.</p>
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-<!-- Feature 1: Soil Health -->
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-<h3 class="text-2xl font-bold font-headline mb-4">Soil Health Monitoring</h3>
-<p class="text-on-surface-variant leading-relaxed">
-                                Deploy our proprietary sensor network to track nitrogen, phosphorus, potassium, and pH levels in real-time across your entire acreage.
-                            </p>
-</div>
-<div class="absolute right-0 bottom-0 w-1/2 h-full opacity-10 md:opacity-100 pointer-events-none">
-<img class="w-full h-full object-cover" data-alt="abstract close up of geometric soil textures with vibrant neon data overlay lines representing underground sensor measurements" src="https://lh3.googleusercontent.com/aida-public/AB6AXuDg6A_LM3zkJ1UGmaGy3uFA8oLbtoO-xy2EZrBNMah3iKaxWsTQUtp3qRa0XuMnA0VCTuIy9U9AferA1xqzhpREIr-euQ8fJoTH7dyx95Y98cCl_V8mBNA4q0Pwv6Ide7np8YfSkw6JhxubhWVapIWoa0b0vlhnwwTB58Wi9chK-qye5J9lfi88dFNEe42Vb0QgE5amlQ8Vyj2dAa6wFLNh2JS7zTbX9lSeB8ENZdq20AzkciWAW0oPdByTDESYfZmqwon0FkLKRKU_"/>
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-<!-- Feature 2: Predictive Analytics -->
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-<div>
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-<span class="material-symbols-outlined text-white text-2xl">query_stats</span>
-</div>
-<h3 class="text-xl font-bold font-headline mb-3">Predictive Analytics</h3>
-<p class="text-sm opacity-90 leading-loose">
-                                Our AI models process multi-decade weather patterns and local sensor data to forecast yield outcomes with 94% accuracy.
-                            </p>
-</div>
-<div class="mt-8 pt-8 border-t border-white/10">
-<div class="flex justify-between items-end">
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-<p class="text-xs uppercase font-bold tracking-widest opacity-70">Forecast Confidence</p>
-<p class="text-3xl font-black">High</p>
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-<span class="material-symbols-outlined text-4xl">trending_up</span>
-</div>
-</div>
-</div>
-<!-- Feature 3: Crop Suitability -->
-<div class="md:col-span-4 bg-secondary p-8 rounded-lg text-white">
-<span class="material-symbols-outlined text-4xl mb-6">psychology</span>
-<h3 class="text-xl font-bold font-headline mb-3">Crop Suitability</h3>
-<p class="text-sm opacity-80 mb-6">Adaptive logic that suggests the optimal crop rotation based on current soil depletion and market demand.</p>
-<ul class="space-y-3">
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-                                Market Volatility Index
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-                                Regeneration Cycles
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-<h4 class="text-white text-xl font-bold font-headline">Built for Resilience.</h4>
-<p class="text-white/80 text-sm max-w-sm">Helping farmers navigate climate variability with science-backed decisions.</p>
-</div>
-</div>
-</div>
-</div>
-</section>
-<!-- Trust / Editorial Quote -->
-<section class="py-32 px-6 max-w-4xl mx-auto text-center">
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-<blockquote class="text-3xl md:text-4xl font-headline font-bold text-on-surface leading-tight mb-8">
-                "TerraDetect has fundamentally changed how we view our land. It's no longer just dirt—it's a living data engine that we can finally understand."
-            </blockquote>
-<div class="flex items-center justify-center gap-4">
-<div class="w-12 h-12 rounded-full overflow-hidden">
-<img class="w-full h-full object-cover" data-alt="portrait of a professional agronomist in the field wearing a sun hat and a friendly smile" src="https://lh3.googleusercontent.com/aida-public/AB6AXuDa0MGwR-FVfuRadj8QHyAO5fVN87GQJO_UmGHRZK-HW7oqCg-dzM4BEWtI9KLLVjP3voygBbYwbWOMQs3YmXpLZpuSUWZ1MyFezUoQNJ4IKNnPdRXSiELSPCJPr3MUUyBb5ml15hcgUbx4PWViU9QzYzkwcM5wptJwjAmq5OZK6VI7NreUUhqZ9w1vmYlPBGpqfY6bMa-bgsmJxGZdF71BpTumiidGa44RF3m-JxykR0jQCGJ55vkdm8pFdKo6GsUNe-bMrjVRaXBd"/>
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-<div class="text-left">
-<p class="font-bold font-headline text-on-surface">Dr. Elena Thorne</p>
-<p class="text-sm text-on-surface-variant uppercase tracking-widest font-label">Lead Research Scientist, BioField</p>
-</div>
-</div>
-</section>
-<!-- CTA Section -->
-<section class="px-6 pb-24">
-<div class="max-w-7xl mx-auto bg-on-surface rounded-xl overflow-hidden relative">
-<div class="absolute inset-0 opacity-20 pointer-events-none">
-<img class="w-full h-full object-cover" data-alt="dark dramatic texture of tilled soil fields with deep shadows and soft ambient highlights" src="https://lh3.googleusercontent.com/aida-public/AB6AXuB-JLuxtYUJLSchNUe56aAN_4Jqu3sROEw2D0dheHcplsn-bcpmJWZZdaDqtOqa3bQXD-MAoijD2R_7UK1yR7a2lS2XvEfTmr6_j_W5YgFv_bNOq4MwWXj0Hx-TI7qg5LLz97k_S4fpVb4_m_P9YbOJKm-2F9r0MZvq6-W-lRhP3iJG_-qEaVeMVYWxb8WEbJPMgyrZGs4CIbaNwcTVVEcG9eFpvoEAEgBgVDYMNE6Q2riQd7Jij-GVcdxQiwmMiDSxrk7Kvoq2Rpo4"/>
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-<div class="relative z-10 px-8 py-20 md:p-24 text-center">
-<h2 class="text-4xl md:text-6xl font-black text-white font-headline mb-8">Ready to grow smarter?</h2>
-<p class="text-white/70 text-lg mb-12 max-w-2xl mx-auto leading-relaxed">Join 2,500+ agricultural innovators using TerraDetect to optimize soil health and maximize harvest yields.</p>
-<div class="flex flex-col md:flex-row items-center justify-center gap-6">
-<button class="bg-white text-on-surface px-10 py-4 rounded-full font-black text-xl hover:bg-primary-fixed transition-colors w-full md:w-auto">Create Free Account</button>
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-<span class="material-symbols-outlined text-primary text-2xl" style="font-variation-settings: 'FILL' 1;">eco</span>
-<span class="text-xl font-black font-headline tracking-tighter">TerraDetect</span>
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-<p class="text-on-surface-variant text-sm leading-relaxed">Advancing the science of soil through data-driven precision and sustainable practices.</p>
-</div>
-<div>
-<h5 class="font-bold font-headline mb-6">Platform</h5>
-<ul class="space-y-4 text-sm text-on-surface-variant">
-<li><a class="hover:text-primary transition-colors" href="#">Soil Analysis</a></li>
-<li><a class="hover:text-primary transition-colors" href="#">Yield Prediction</a></li>
-<li><a class="hover:text-primary transition-colors" href="#">API &amp; Integration</a></li>
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-<p class="text-xs text-on-surface-variant font-label uppercase tracking-widest">© 2024 TerraDetect Systems. All Rights Reserved.</p>
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-<div>
-<h5 class="text-on-surface font-bold mb-6 text-sm uppercase tracking-widest">Legal</h5>
-<ul class="space-y-4 text-sm text-on-surface-variant">
-<li><a class="hover:text-primary transition-colors" href="#">Privacy Policy</a></li>
-<li><a class="hover:text-primary transition-colors" href="#">Terms of Service</a></li>
-<li><a class="hover:text-primary transition-colors" href="#">Ethics Charter</a></li>
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-<span>© 2024 TerraDetect Systems. All Rights Reserved.</span>
-<div class="flex gap-6">
-<span>London</span>
-<span>Silicon Valley</span>
-<span>Tel Aviv</span>
-</div>
-</div>
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\ No newline at end of file
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diff --git a/stitch/login_screen/code.html b/stitch/login_screen/code.html
deleted file mode 100644
index 2caa190..0000000
--- a/stitch/login_screen/code.html
+++ /dev/null
@@ -1,164 +0,0 @@
-<!DOCTYPE html>
-
-<html class="light" lang="en"><head>
-<meta charset="utf-8"/>
-<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
-<title>TerraDetect - Sign In</title>
-<script src="https://cdn.tailwindcss.com?plugins=forms,container-queries"></script>
-<link href="https://fonts.googleapis.com/css2?family=Manrope:wght@400;700;800&amp;family=Inter:wght@400;500;600&amp;display=swap" rel="stylesheet"/>
-<link href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:wght,FILL@100..700,0..1&amp;display=swap" rel="stylesheet"/>
-<link href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:wght,FILL@100..700,0..1&amp;display=swap" rel="stylesheet"/>
-<script id="tailwind-config">
-      tailwind.config = {
-        darkMode: "class",
-        theme: {
-          extend: {
-            colors: {
-              "on-primary-container": "#f7fff2",
-              "primary-container": "#00873a",
-              "on-secondary-fixed-variant": "#004b73",
-              "surface-dim": "#d9dadb",
-              "on-secondary": "#ffffff",
-              "secondary-fixed-dim": "#93ccff",
-              "surface-container-low": "#f3f4f5",
-              "on-primary-fixed": "#002109",
-              "surface-container-lowest": "#ffffff",
-              "inverse-on-surface": "#f0f1f2",
-              "secondary": "#006398",
-              "inverse-surface": "#2e3132",
-              "surface-tint": "#006e2d",
-              "primary-fixed-dim": "#62df7d",
-              "on-surface": "#191c1d",
-              "on-primary-fixed-variant": "#005320",
-              "on-tertiary-fixed": "#2a1700",
-              "secondary-container": "#5bb8fe",
-              "on-primary": "#ffffff",
-              "on-surface-variant": "#3e4a3d",
-              "error": "#ba1a1a",
-              "on-error": "#ffffff",
-              "tertiary": "#825100",
-              "primary": "#006b2c",
-              "on-tertiary-container": "#fffbff",
-              "background": "#f8f9fa",
-              "inverse-primary": "#62df7d",
-              "error-container": "#ffdad6",
-              "outline": "#6e7b6c",
-              "surface-container": "#edeeef",
-              "surface-variant": "#e1e3e4",
-              "surface-bright": "#f8f9fa",
-              "on-tertiary-fixed-variant": "#653e00",
-              "primary-fixed": "#7ffc97",
-              "tertiary-fixed": "#ffddb8",
-              "surface-container-highest": "#e1e3e4",
-              "tertiary-fixed-dim": "#ffb95f",
-              "on-background": "#191c1d",
-              "secondary-fixed": "#cce5ff",
-              "on-secondary-fixed": "#001d31",
-              "surface-container-high": "#e7e8e9",
-              "outline-variant": "#bdcaba",
-              "on-tertiary": "#ffffff",
-              "on-secondary-container": "#00476e",
-              "surface": "#f8f9fa",
-              "on-error-container": "#93000a",
-              "tertiary-container": "#a36700"
-            },
-            fontFamily: {
-              "headline": ["Manrope"],
-              "body": ["Inter"],
-              "label": ["Inter"]
-            },
-            borderRadius: {"DEFAULT": "1rem", "lg": "2rem", "xl": "3rem", "full": "9999px"},
-          },
-        },
-      }
-    </script>
-<style>
-      .material-symbols-outlined {
-        font-variation-settings: 'FILL' 0, 'wght' 400, 'GRAD' 0, 'opsz' 24;
-      }
-      .editorial-gradient {
-        background: linear-gradient(135deg, #006b2c 0%, #00873a 100%);
-      }
-    </style>
-<style>
-    body {
-      min-height: max(884px, 100dvh);
-    }
-  </style>
-  </head>
-<body class="bg-background text-on-background font-body min-h-screen flex flex-col">
-<!-- Content Canvas -->
-<main class="flex-grow flex flex-col items-center justify-center px-6 py-12 relative overflow-hidden">
-<!-- Decorative Background Element (Editorial Agronomy Style) -->
-<div class="absolute -top-24 -right-24 w-96 h-96 rounded-full bg-primary/5 blur-3xl"></div>
-<div class="absolute -bottom-24 -left-24 w-96 h-96 rounded-full bg-secondary/5 blur-3xl"></div>
-<!-- Identity Section -->
-<div class="w-full max-w-md text-center mb-12">
-<div class="inline-flex items-center justify-center w-20 h-20 bg-primary-container rounded-lg mb-6 shadow-[0_8px_32px_rgba(0,107,44,0.12)]">
-<span class="material-symbols-outlined text-on-primary-container text-4xl" data-icon="eco">eco</span>
-</div>
-<h1 class="font-headline font-black text-4xl tracking-tight text-primary mb-2">TerraDetect</h1>
-<p class="text-on-surface-variant font-medium text-body-lg">Precision agronomy at your fingertips.</p>
-</div>
-<!-- Login Form Card -->
-<div class="w-full max-w-md bg-surface-container-lowest p-8 md:p-10 rounded-lg shadow-[0_8px_32px_rgba(25,28,29,0.04)] relative z-10">
-<form action="#" class="space-y-6" method="POST">
-<!-- Username Input -->
-<div class="space-y-2">
-<label class="block font-label text-sm font-semibold text-on-surface-variant ml-4 uppercase tracking-wider" for="username">Username</label>
-<div class="relative">
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary text-on-surface placeholder:text-outline-variant font-medium" id="username" name="username" placeholder="j.appleseed" type="text"/>
-<div class="absolute right-5 top-1/2 -translate-y-1/2 text-outline">
-<span class="material-symbols-outlined" data-icon="person">person</span>
-</div>
-</div>
-</div>
-<!-- Password Input -->
-<div class="space-y-2">
-<label class="block font-label text-sm font-semibold text-on-surface-variant ml-4 uppercase tracking-wider" for="password">Password</label>
-<div class="relative">
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary text-on-surface placeholder:text-outline-variant font-medium" id="password" name="password" placeholder="••••••••" type="password"/>
-<button class="absolute right-5 top-1/2 -translate-y-1/2 text-outline hover:text-primary transition-colors" type="button">
-<span class="material-symbols-outlined" data-icon="visibility">visibility</span>
-</button>
-</div>
-</div>
-<!-- Device ID Input -->
-<div class="space-y-2 pb-2">
-<label class="block font-label text-sm font-semibold text-on-surface-variant ml-4 uppercase tracking-wider" for="device_id">Device ID</label>
-<div class="relative">
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary text-on-surface placeholder:text-outline-variant font-medium" id="device_id" name="device_id" placeholder="TD-992-01" type="text"/>
-<div class="absolute right-5 top-1/2 -translate-y-1/2 text-outline">
-<span class="material-symbols-outlined" data-icon="sensors">sensors</span>
-</div>
-</div>
-<p class="text-[11px] text-outline font-medium px-4">Found on the back of your TerraDetect sensor.</p>
-</div>
-<!-- Action Button -->
-<button class="w-full editorial-gradient text-on-primary font-headline font-bold text-lg py-4 rounded-full shadow-lg shadow-primary/20 hover:scale-[1.02] active:scale-95 transition-all duration-200 flex items-center justify-center gap-2" type="submit">
-                    Sign In
-                    <span class="material-symbols-outlined" data-icon="arrow_forward">arrow_forward</span>
-</button>
-</form>
-<div class="mt-8 pt-6 text-center border-t border-surface-container-high">
-<a class="text-primary font-headline font-bold hover:text-primary-container transition-colors inline-flex items-center gap-1" href="#">
-                    Create Account
-                    <span class="material-symbols-outlined text-sm" data-icon="open_in_new">open_in_new</span>
-</a>
-<p class="mt-2 text-on-surface-variant text-xs">New to the field? Start your journey today.</p>
-</div>
-</div>
-<!-- Footer Visual -->
-<div class="mt-12 w-full max-w-lg hidden md:block">
-<div class="bg-surface-container rounded-lg p-1 flex items-center gap-4 overflow-hidden h-32 relative">
-<div class="w-1/3 h-full rounded-md overflow-hidden grayscale contrast-125 opacity-40">
-<img alt="Soil Texture" class="w-full h-full object-cover" data-alt="Macro close-up of rich dark fertile soil with organic texture and soft natural light hitting the surface" src="https://lh3.googleusercontent.com/aida-public/AB6AXuDtKrxeNuF_Etk-5PTMo79JWSyV_tNrmWZMkVnwKPMCjBzsUkQIjjsMr7E6ylavqRdTJ18auZAVvJnAnWYc_BBeTRydzrVx3v6cecEl5ZHhOOmJZqiuTtp3B5IQBs8MaKR4mJ3v69Y8BfXa2O3GjrR7ImFDwIEQQhtHrsMMsBpDuVU4MmIM5LeedzplPz_IIIFRUPV88SH3TEvYKwwLK6t5YyZToA5tj7pKz9FU0U0xIJDBn9E58fDxwSWa2FTdxpbQi8Jl9-K-hbbh"/>
-</div>
-<div class="flex-grow pr-8">
-<p class="font-headline font-extrabold text-on-surface-variant/20 text-3xl italic tracking-tighter">THE FUTURE OF SOIL</p>
-</div>
-</div>
-</div>
-</main>
-<!-- App Suppression: Navigation shells are hidden for Login journey as per mandate -->
-</body></html>
\ No newline at end of file
diff --git a/stitch/login_screen/screen.png b/stitch/login_screen/screen.png
deleted file mode 100644
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-<div>
-<div class="text-xs uppercase tracking-widest text-primary font-bold">System Status</div>
-<div class="text-white font-medium">99.9% Global Uptime</div>
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-</div>
-</div>
-</div>
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-<div class="flex flex-col items-center lg:items-end w-full">
-<div class="w-full max-w-md bg-surface-container p-8 lg:p-12 rounded-xl border border-outline-variant/10 shadow-[0_20px_40px_rgba(7,13,31,0.5)]">
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-<div class="flex lg:hidden items-center justify-center space-x-2 mb-10">
-<span class="material-symbols-outlined text-primary text-3xl" data-weight="fill">sensors</span>
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-<h3 class="text-on-surface font-headline font-bold text-3xl mb-2">Welcome Back</h3>
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-<!-- Username Field -->
-<div class="space-y-2">
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-<span>Gateway Region: North America</span>
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-<div class="flex space-x-6">
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-</div>
-</div>
-<!-- Trust Badges / Semantic Details -->
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-</div>
-</div>
-</div>
-</body></html>
\ No newline at end of file
diff --git a/stitch/login_screen_dark/screen.png b/stitch/login_screen_dark/screen.png
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-<button class="bg-surface-container-high text-on-surface-variant px-6 py-3 rounded-full font-headline font-bold text-sm whitespace-nowrap hover:bg-green-50 transition-colors">Fertilizer Recommendation</button>
-</nav>
-<div class="grid grid-cols-1 lg:grid-cols-12 gap-8">
-<!-- Input Form Section (Left Column) -->
-<section class="lg:col-span-5 flex flex-col gap-6">
-<div class="bg-surface-container-low p-8 rounded-lg shadow-sm border-none">
-<h3 class="font-headline font-bold text-xl mb-6 flex items-center gap-2">
-<span class="material-symbols-outlined text-primary" data-icon="settings_input_component">settings_input_component</span>
-                        Soil Parameters
-                    </h3>
-<form class="space-y-6">
-<div class="space-y-2">
-<label class="font-label font-medium text-sm text-on-surface-variant block ml-4">Nitrogen (N)</label>
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary focus:bg-white transition-all text-on-surface placeholder:text-outline/50" placeholder="mg/kg" type="number"/>
-</div>
-<div class="grid grid-cols-2 gap-4">
-<div class="space-y-2">
-<label class="font-label font-medium text-sm text-on-surface-variant block ml-4">Phosphorus (P)</label>
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary focus:bg-white transition-all" placeholder="mg/kg" type="number"/>
-</div>
-<div class="space-y-2">
-<label class="font-label font-medium text-sm text-on-surface-variant block ml-4">Potassium (K)</label>
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary focus:bg-white transition-all" placeholder="mg/kg" type="number"/>
-</div>
-</div>
-<div class="grid grid-cols-2 gap-4">
-<div class="space-y-2">
-<label class="font-label font-medium text-sm text-on-surface-variant block ml-4">Temperature (°C)</label>
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary focus:bg-white transition-all" placeholder="24.5" type="number"/>
-</div>
-<div class="space-y-2">
-<label class="font-label font-medium text-sm text-on-surface-variant block ml-4">Soil pH</label>
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary focus:bg-white transition-all" placeholder="6.5" step="0.1" type="number"/>
-</div>
-</div>
-<div class="space-y-2">
-<label class="font-label font-medium text-sm text-on-surface-variant block ml-4">Rainfall (mm)</label>
-<input class="w-full bg-surface-container-high border-none rounded-full px-6 py-4 focus:ring-2 focus:ring-primary focus:bg-white transition-all" placeholder="200" type="number"/>
-</div>
-<button class="w-full signature-gradient text-on-primary font-headline font-bold py-5 rounded-full shadow-lg hover:shadow-primary/20 transition-all active:scale-95 mt-4" type="button">
-                            Run Analysis Engine
-                        </button>
-</form>
-</div>
-</section>
-<!-- Results Section (Right Column) - Bento Grid Style -->
-<section class="lg:col-span-7 space-y-6">
-<!-- Main Result Card -->
-<div class="bg-primary/5 rounded-lg p-1 relative overflow-hidden">
-<div class="bg-surface-container-lowest p-8 rounded-[1.8rem]">
-<div class="flex justify-between items-start mb-6">
-<div>
-<span class="bg-primary/10 text-primary px-3 py-1 rounded-sm font-label text-[10px] uppercase tracking-widest font-bold">Top Match</span>
-<h4 class="font-headline font-extrabold text-5xl mt-2 text-primary">Rice</h4>
-</div>
-<div class="text-right">
-<div class="text-4xl font-headline font-black text-on-surface">95%</div>
-<div class="text-xs font-label text-on-surface-variant uppercase tracking-tighter">Confidence</div>
-</div>
-</div>
-<div class="flex gap-4 items-center">
-<div class="flex-1 bg-surface-container rounded-full h-3 overflow-hidden">
-<div class="bg-primary h-full w-[95%]"></div>
-</div>
-<span class="material-symbols-outlined text-primary" data-icon="verified">verified</span>
-</div>
-</div>
-</div>
-<!-- Advice Bento Cluster -->
-<div class="grid grid-cols-1 md:grid-cols-2 gap-6">
-<!-- Nitrogen Advice -->
-<div class="bg-surface-container-lowest p-6 rounded-lg shadow-sm border-l-4 border-tertiary">
-<div class="flex items-center gap-3 mb-4">
-<div class="w-10 h-10 rounded-full bg-tertiary/10 flex items-center justify-center">
-<span class="material-symbols-outlined text-tertiary text-xl" data-icon="science">science</span>
-</div>
-<h5 class="font-headline font-bold text-lg">Soil Prep</h5>
-</div>
-<p class="text-on-surface-variant text-sm leading-relaxed">
-                            Apply <span class="font-bold text-on-surface">10kg Nitrogen</span> per hectare to stabilize baseline pH before the next planting cycle.
-                        </p>
-</div>
-<!-- Hydration Advice -->
-<div class="bg-surface-container-lowest p-6 rounded-lg shadow-sm border-l-4 border-secondary">
-<div class="flex items-center gap-3 mb-4">
-<div class="w-10 h-10 rounded-full bg-secondary/10 flex items-center justify-center">
-<span class="material-symbols-outlined text-secondary text-xl" data-icon="water_drop">water_drop</span>
-</div>
-<h5 class="font-headline font-bold text-lg">Irrigation</h5>
-</div>
-<p class="text-on-surface-variant text-sm leading-relaxed">
-                            Current rainfall patterns suggest a <span class="font-bold text-on-surface">15% increase</span> in drip irrigation frequency for optimal yield.
-                        </p>
-</div>
-</div>
-<!-- Insights Visual Card -->
-<div class="bg-surface-container-low rounded-lg p-6 relative h-48 overflow-hidden group">
-<div class="relative z-10 h-full flex flex-col justify-end">
-<h5 class="font-headline font-bold text-xl mb-1">Environmental Synergy</h5>
-<p class="text-on-surface-variant text-sm max-w-[60%]">Your soil NPK levels are in perfect alignment with the upcoming seasonal rainfall forecast.</p>
-</div>
-<img alt="Close-up of rice paddies" class="absolute top-0 right-0 w-1/2 h-full object-cover opacity-30 group-hover:opacity-50 transition-opacity" data-alt="Close-up of lush green rice paddy fields with water reflecting sunlight and healthy green leaves in soft focus" src="https://lh3.googleusercontent.com/aida-public/AB6AXuBHHyg3aRIUUAM0MXGJfsLxAVKRGQAa79mbzfoNjeAGC0r0tZsoD8juEg0-dGEwoufC0xd0goFhb8gmGddbbNKQPc0VC33TZrcJHyVJMJcAvJw505TFGVs8ZW2rmS-EsiYximLtO2Y689ZfjH_GCIB4WsMSKQIe2XCmj32e3FlIjhKkazXIPpFhNynXTh3OunjYxu_IHQWCi9x8XTVMSNxKgv37DiVJpZf2niP5XBYH-xM2oFO1jj7VGVN0-PHTsoO08F8CMbltVQUH"/>
-<div class="absolute inset-0 bg-gradient-to-r from-surface-container-low via-surface-container-low to-transparent"></div>
-</div>
-</section>
-</div>
-</main>
-<!-- BottomNavBar -->
-<nav class="fixed bottom-0 left-0 w-full bg-white/80 dark:bg-slate-900/80 backdrop-blur-xl z-50 rounded-t-[2.5rem] shadow-[0_-8px_32px_rgba(25,28,29,0.04)] px-4 pb-6 pt-3 flex justify-around items-center">
-<!-- Dashboard Item -->
-<a class="flex flex-col items-center justify-center text-slate-500 dark:text-slate-400 px-5 py-2 hover:text-green-600 dark:hover:text-green-300" href="#">
-<span class="material-symbols-outlined mb-1" data-icon="dashboard">dashboard</span>
-<span class="font-semibold text-[11px] font-label uppercase tracking-wider">Dashboard</span>
-</a>
-<!-- History Item -->
-<a class="flex flex-col items-center justify-center text-slate-500 dark:text-slate-400 px-5 py-2 hover:text-green-600 dark:hover:text-green-300" href="#">
-<span class="material-symbols-outlined mb-1" data-icon="history">history</span>
-<span class="font-semibold text-[11px] font-label uppercase tracking-wider">History</span>
-</a>
-<!-- Prediction Item (ACTIVE) -->
-<a class="flex flex-col items-center justify-center bg-green-100 dark:bg-green-900/50 text-green-800 dark:text-green-100 rounded-full px-5 py-2 scale-90 duration-200 ease-out" href="#">
-<span class="material-symbols-outlined mb-1" data-icon="query_stats" style="font-variation-settings: 'FILL' 1;">query_stats</span>
-<span class="font-semibold text-[11px] font-label uppercase tracking-wider">Prediction</span>
-</a>
-</nav>
-<!-- FAB (Suppressed on Prediction screen as per Shell Mandate for non-contextual actions) -->
-</body></html>
\ No newline at end of file
diff --git a/stitch/prediction_screen/screen.png b/stitch/prediction_screen/screen.png
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diff --git a/stitch/registration_screen/code.html b/stitch/registration_screen/code.html
deleted file mode 100644
index 93c391b..0000000
--- a/stitch/registration_screen/code.html
+++ /dev/null
@@ -1,214 +0,0 @@
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-
-<html class="light" lang="en"><head>
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-<title>TerraDetect - Registration</title>
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-  </head>
-<body class="bg-surface text-on-surface font-body selection:bg-primary-fixed selection:text-on-primary-fixed">
-<!-- Top Navigation Anchor (Manual suppression for transactional screen per instructions, using simplified header) -->
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-</div>
-<!-- Sign Up Button -->
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-                    Sign Up
-                </button>
-</form>
-<!-- Bottom Link -->
-<div class="mt-10 text-center">
-<p class="text-on-surface-variant font-body">
-                    Already have an account? 
-                    <a class="text-primary font-bold hover:underline underline-offset-4 decoration-primary-container transition-all ml-1" href="#">Login</a>
-</p>
-</div>
-</div>
-</main>
-<!-- Content Card with editorial asymmetric layout -->
-<div class="max-w-6xl mx-auto px-6 mb-24 hidden md:block">
-<div class="bg-surface-container-low rounded-lg p-10 flex flex-col md:flex-row items-center gap-12 overflow-hidden relative">
-<div class="w-full md:w-1/2">
-<span class="text-primary font-label font-bold text-xs uppercase tracking-[0.2em] mb-4 block">Precision Farming</span>
-<h2 class="font-headline text-3xl font-bold text-on-surface mb-6 leading-tight">Connect your sensors to the cloud ecosystem.</h2>
-<div class="space-y-4">
-<div class="flex items-start gap-4">
-<div class="w-10 h-10 rounded-full bg-primary/10 flex items-center justify-center shrink-0">
-<span class="material-symbols-outlined text-primary" data-icon="monitoring">monitoring</span>
-</div>
-<div>
-<p class="font-headline font-bold text-on-surface">Real-time Analytics</p>
-<p class="text-sm text-on-surface-variant">Instant feedback on pH levels and hydration status.</p>
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-</div>
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deleted file mode 100644
index bea8dfa..0000000
--- a/stitch/registration_screen_dark/code.html
+++ /dev/null
@@ -1,210 +0,0 @@
-<!DOCTYPE html>
-
-<html class="dark" lang="en"><head>
-<meta charset="utf-8"/>
-<meta content="width=device-width, initial-scale=1.0" name="viewport"/>
-<title>TerraDetect - Registration</title>
-<script src="https://cdn.tailwindcss.com?plugins=forms,container-queries"></script>
-<link href="https://fonts.googleapis.com/css2?family=Space+Grotesk:wght@300;400;500;600;700&amp;family=Inter:wght@300;400;500;600&amp;display=swap" rel="stylesheet"/>
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-              "outline": "#879485",
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-        .glass-effect {
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-            backdrop-filter: blur(20px);
-            -webkit-backdrop-filter: blur(20px);
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-<style>
-    body {
-      min-height: max(884px, 100dvh);
-    }
-  </style>
-  </head>
-<body class="min-h-screen flex items-center justify-center p-6 md:p-12 relative overflow-hidden">
-<!-- Atmospheric Background Elements -->
-<div class="absolute top-[-10%] left-[-10%] w-[40%] h-[40%] bg-primary/10 rounded-full blur-[120px]"></div>
-<div class="absolute bottom-[-10%] right-[-10%] w-[30%] h-[30%] bg-secondary/5 rounded-full blur-[100px]"></div>
-<!-- Registration Layout: Asymmetric Bento Style -->
-<main class="w-full max-w-6xl grid grid-cols-1 lg:grid-cols-12 gap-8 items-stretch relative z-10">
-<!-- Branding & Editorial Content -->
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-<header class="space-y-4">
-<div class="flex items-center space-x-3">
-<span class="material-symbols-outlined text-primary text-4xl" data-icon="sensors">sensors</span>
-<h1 class="font-headline font-extrabold text-3xl tracking-tighter text-primary">TerraDetect</h1>
-</div>
-<h2 class="font-headline text-5xl md:text-6xl font-bold leading-tight tracking-tight text-on-surface">
-                    Observe the <br/><span class="text-primary italic font-medium">Unseen.</span>
-</h2>
-<p class="text-on-surface-variant text-lg max-w-md leading-relaxed">
-                    Join the global network of environmental surveillance. Secure your data with our high-end telemetry observatory.
-                </p>
-</header>
-<!-- Decorative Data Card -->
-<div class="surface-container rounded-xl p-6 hidden lg:block border-l-4 border-primary">
-<div class="flex justify-between items-start mb-6">
-<span class="text-xs font-headline font-bold uppercase tracking-widest text-primary-container">System Status</span>
-<span class="flex h-2 w-2 rounded-full bg-primary animate-pulse"></span>
-</div>
-<div class="space-y-4">
-<div class="h-1 bg-surface-variant rounded-full overflow-hidden">
-<div class="h-full bg-primary w-[72%]"></div>
-</div>
-<div class="flex justify-between font-headline text-sm">
-<span class="text-on-surface-variant">Active Nodes</span>
-<span class="text-on-surface">12,482</span>
-</div>
-</div>
-</div>
-</div>
-<!-- Registration Form Container -->
-<div class="lg:col-span-7">
-<div class="glass-effect surface-container rounded-xl p-8 md:p-12 border border-outline-variant/15 shadow-2xl">
-<div class="mb-10">
-<h3 class="font-headline text-3xl font-bold text-on-surface mb-2">Create Account</h3>
-<p class="text-on-surface-variant">Initialize your observatory credentials.</p>
-</div>
-<form class="space-y-6">
-<div class="grid grid-cols-1 md:grid-cols-2 gap-6">
-<!-- Username -->
-<div class="space-y-2">
-<label class="text-xs font-headline font-bold uppercase tracking-widest text-on-surface-variant ml-1" for="username">Username</label>
-<div class="relative group">
-<span class="material-symbols-outlined absolute left-4 top-1/2 -translate-y-1/2 text-on-surface-variant group-focus-within:text-primary transition-colors text-xl" data-icon="person">person</span>
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-</div>
-</div>
-<!-- Email -->
-<div class="space-y-2">
-<label class="text-xs font-headline font-bold uppercase tracking-widest text-on-surface-variant ml-1" for="email">Email Address</label>
-<div class="relative group">
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-</div>
-</div>
-</div>
-<!-- Password -->
-<div class="space-y-2">
-<label class="text-xs font-headline font-bold uppercase tracking-widest text-on-surface-variant ml-1" for="password">Secure Password</label>
-<div class="relative group">
-<span class="material-symbols-outlined absolute left-4 top-1/2 -translate-y-1/2 text-on-surface-variant group-focus-within:text-primary transition-colors text-xl" data-icon="lock">lock</span>
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-<button class="absolute right-4 top-1/2 -translate-y-1/2 text-on-surface-variant hover:text-on-surface" type="button">
-<span class="material-symbols-outlined text-xl" data-icon="visibility">visibility</span>
-</button>
-</div>
-</div>
-<!-- Optional Device ID -->
-<div class="space-y-2">
-<div class="flex justify-between items-center ml-1">
-<label class="text-xs font-headline font-bold uppercase tracking-widest text-on-surface-variant" for="device-id">Device ID</label>
-<span class="text-[10px] font-headline font-medium uppercase text-tertiary px-2 py-0.5 bg-tertiary/10 rounded-full">Optional</span>
-</div>
-<div class="relative group">
-<span class="material-symbols-outlined absolute left-4 top-1/2 -translate-y-1/2 text-on-surface-variant group-focus-within:text-primary transition-colors text-xl" data-icon="developer_board">developer_board</span>
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-</div>
-<p class="text-[11px] text-on-surface-variant/60 ml-1">Link your hardware sensor now to begin real-time telemetry streaming.</p>
-</div>
-<!-- CTA Section -->
-<div class="pt-4 space-y-6">
-<button class="w-full bg-gradient-to-r from-primary to-primary-container hover:opacity-90 active:scale-[0.98] transition-all py-4 rounded-full text-on-primary font-headline font-bold text-lg shadow-lg shadow-primary/20 flex items-center justify-center gap-2" type="submit">
-<span>Sign Up</span>
-<span class="material-symbols-outlined text-xl" data-icon="arrow_forward">arrow_forward</span>
-</button>
-<div class="flex items-center justify-center space-x-2 text-sm">
-<span class="text-on-surface-variant">Already an observer?</span>
-<a class="text-primary font-semibold hover:underline decoration-2 underline-offset-4" href="#">Login to Access</a>
-</div>
-</div>
-</form>
-<!-- Visual Accent -->
-<div class="mt-12 pt-8 border-t border-outline-variant/10 flex items-center justify-between grayscale opacity-50">
-<div class="flex space-x-6">
-<span class="material-symbols-outlined" data-icon="security">security</span>
-<span class="material-symbols-outlined" data-icon="cloud_sync">cloud_sync</span>
-<span class="material-symbols-outlined" data-icon="language">language</span>
-</div>
-<span class="font-headline text-[10px] tracking-widest font-bold text-on-surface-variant">V-4.0 ENTERPRISE</span>
-</div>
-</div>
-</div>
-</main>
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diff --git a/stitch/verdant_core/DESIGN.md b/stitch/verdant_core/DESIGN.md
deleted file mode 100644
index bcd93d0..0000000
--- a/stitch/verdant_core/DESIGN.md
+++ /dev/null
@@ -1,73 +0,0 @@
-# Design System Specification: Editorial Agronomy
-
-## 1. Overview & Creative North Star
-The "Digital Cultivator" is the Creative North Star for this design system. We are moving away from the "utilitarian spreadsheet" look of traditional AgTech. Instead, we treat soil data and crop health with the reverence of a high-end editorial magazine. 
-
-By leveraging **Organic Brutalism**, we combine the precision of data with the soft, fluid nature of the environment. We break the standard mobile "template" by using intentional asymmetry—where images might bleed off the edge of a card—and high-contrast typography scales that make headlines feel like a statement of authority. The result is a system that feels premium, trustworthy, and deeply connected to the earth.
-
-## 2. Colors & Surface Architecture
-Color is not just for branding; it is for environmental storytelling. We use a palette that mirrors the vitality of a healthy crop cycle.
-
-### The Palette
-*   **Primary (The Growth Core):** `primary` (#006b2c) and `primary_container` (#00873a). Use these for high-intent actions and to signify healthy data states.
-*   **Secondary & Tertiary (Data Spectrum):** `secondary` (#006398) for hydration/water and `tertiary` (#825100) for soil/pH levels.
-*   **Neutrals (The Canvas):** `surface` (#f8f9fa) and `on_surface` (#191c1d).
-
-### The "No-Line" Rule
-**Strict Mandate:** Designers are prohibited from using 1px solid borders to section content. Boundaries must be defined solely through background color shifts. To separate a card from the background, use `surface_container_low` sitting on a `surface` background. 
-
-### Surface Hierarchy & Nesting
-Treat the UI as a series of physical layers. 
-1.  **Base:** `surface` (The field).
-2.  **Sectioning:** `surface_container` (The plot).
-3.  **Interaction:** `surface_container_lowest` (The focal point/card).
-Nesting these tiers creates depth without the visual "noise" of lines.
-
-### Signature Textures & Glass
-*   **The Signature Gradient:** For main CTAs, use a linear gradient from `primary` to `primary_container` at a 135° angle. This adds "visual soul" and depth.
-*   **Glassmorphism:** Floating action buttons or navigation overlays must use `surface` with 80% opacity and a `backdrop-blur` of 12px. This ensures the UI feels integrated with the data flowing beneath it.
-
-## 3. Typography: The Editorial Voice
-We use a dual-typeface system to balance technical precision with human warmth.
-
-*   **Display & Headlines (Manrope):** Use `display-lg` to `headline-sm` for data summaries and section headers. Manrope’s geometric yet open nature feels modern and authoritative.
-*   **Body & Labels (Inter):** Use `body-lg` to `label-sm` for all reading utility. Inter is optimized for legibility in the field under high-glare conditions.
-*   **Editorial Hierarchy:** Always lead with a strong `headline-md`. Ensure there is a significant "jump" between headlines and body text to create a clear visual path for the user’s eye.
-
-## 4. Elevation & Depth: Tonal Layering
-Traditional drop shadows are too "digital." We use **Tonal Layering** to mimic natural light hitting a matte surface.
-
-*   **The Layering Principle:** Place a `surface_container_lowest` card on a `surface_container_low` background. This creates a soft, natural "lift" through color value alone.
-*   **Ambient Shadows:** For elements that truly float (like Modals), use a shadow with a blur of `32px`, an offset of `y: 8`, and the color `on_surface` at only **4% opacity**. It should feel like a whisper, not a smudge.
-*   **The "Ghost Border" Fallback:** If a border is required for accessibility, use the `outline_variant` token at **15% opacity**. Never use 100% opaque borders.
-
-## 5. Component Logic
-
-### Buttons (The Tactile Root)
-*   **Primary:** Rounded at `md` (1.5rem) or `full` (9999px). Uses the Signature Gradient.
-*   **Secondary:** No background. Use a `title-sm` font weight with `primary` color.
-*   **States:** On press, transition to `primary_fixed_dim`.
-
-### Input Fields (The Data Portal)
-*   **Styling:** Forgo the box. Use a `surface_container_high` background with a `full` radius. 
-*   **Labels:** Always use `label-md` in `on_surface_variant`, floating 8px above the input.
-
-### Cards & Lists (The Plot View)
-*   **No Dividers:** Forbid the use of divider lines. Separate list items using `8px` (spacing-2) of vertical white space or by alternating between `surface` and `surface_container_low`.
-*   **Asymmetry:** In cards, icons (leaf, water drop) should be oversized and slightly cropped by the card edge to create a custom, high-end feel.
-
-### Specialized Ag-Components
-*   **Sensor Chips:** Small, rounded `sm` (0.5rem) containers using `secondary_container` or `tertiary_container` to categorize soil vs. weather data.
-*   **The "Health Meter":** A custom progress bar using a gradient transition from `error` to `primary` to visualize soil health.
-
-## 6. Do’s and Don’ts
-
-### Do
-*   **Do** use extreme white space. If you think it's enough, add 8px more.
-*   **Do** use `primary_fixed` for background accents to highlight positive data trends.
-*   **Do** ensure all icons are a minimum of 24x24px for easy "gloved-hand" interaction.
-
-### Don't
-*   **Don't** use pure black (#000). Use `on_surface` (#191c1d) to maintain a premium, soft-contrast look.
-*   **Don't** use standard Material shadows. They are too heavy for this "light-as-air" system.
-*   **Don't** cram multiple data points into one card. Break them into a horizontally scrolling carousel of `surface_container_lowest` cards.
\ No newline at end of file
diff --git a/stitch/verdant_nocturne/DESIGN.md b/stitch/verdant_nocturne/DESIGN.md
deleted file mode 100644
index f473f70..0000000
--- a/stitch/verdant_nocturne/DESIGN.md
+++ /dev/null
@@ -1,84 +0,0 @@
-# Design System Specification: Dark Mode & High-End Editorial
-
-## 1. Overview & Creative North Star: "The Midnight Observatory"
-This design system moves away from the "SaaS-standard" look toward a high-end, editorial aesthetic titled **The Midnight Observatory**. The goal is to create an environment that feels like a premium, nocturnal data center—sophisticated, deep, and quiet.
-
-We break the "template" look through **intentional asymmetry** and **tonal depth**. Instead of rigid, boxed-in grids, we use expansive breathing room and layered surfaces. This is not just a "dark mode"; it is a cinematic experience where data points emerge from the shadows like stars in a night sky.
-
----
-
-## 2. Color & Atmospheric Layering
-The palette is rooted in deep slates (`#0c1324`) and vibrant, bio-luminescent greens. We prioritize optical comfort in low-light environments.
-
-### The "No-Line" Rule
-**Prohibit 1px solid borders for sectioning.** Boundaries must be defined solely through background color shifts. For example, a `surface_container_low` section sitting on a `surface` background creates a clean, sophisticated break without the visual clutter of a line.
-
-### Surface Hierarchy & Nesting
-Treat the UI as a series of physical layers—like stacked sheets of smoked glass. 
-- **Base Layer:** `surface` (`#0c1324`)
-- **Inset Layer:** `surface_container_lowest` (`#070d1f`) for recessed areas like search bars.
-- **Card/Content Layer:** `surface_container` (`#191f31`) for standard content blocks.
-- **Floating Layer:** `surface_bright` (`#33394c`) for elements requiring immediate attention.
-
-### The Glass & Gradient Rule
-Floating elements (modals, popovers) must use **Glassmorphism**. Apply `surface_variant` at 60% opacity with a `20px` backdrop-blur. 
-- **Signature Texture:** Use a subtle linear gradient on primary CTAs transitioning from `primary` (`#62df7d`) to `primary_container` (`#1ca64d`) at a 135° angle. This adds a "jewel-toned" depth that flat colors lack.
-
----
-
-## 3. Typography: Editorial Authority
-We pair the technical precision of **Inter** with the architectural character of **Space Grotesk**.
-
-*   **Display & Headlines (Space Grotesk):** These are your "Hero" moments. Use `display-lg` (3.5rem) with tighter letter-spacing (-0.02em) to create an authoritative, editorial feel. 
-*   **Body & Labels (Inter):** High-readability sans-serif. In dark mode, ensure `body-md` uses `on_surface_variant` (`#bdcaba`) for secondary text to reduce eye strain from pure white-on-black contrast.
-*   **The Contrast Rule:** Use `primary` (`#62df7d`) sparingly for text—only for high-priority labels or active states to maintain the premium, "low-noise" atmosphere.
-
----
-
-## 4. Elevation & Depth: Tonal Layering
-Traditional shadows are too heavy for this aesthetic. We achieve lift through light, not shadow.
-
-*   **The Layering Principle:** Stack `surface_container_low` on top of `surface_container_lowest` to create a soft, natural lift.
-*   **Ambient Shadows:** If a floating effect is required (e.g., a hovering card), use a diffuse shadow: `0 20px 40px rgba(7, 13, 31, 0.5)`. The shadow color must be a darker version of the background, never a neutral gray.
-*   **The "Ghost Border" Fallback:** If accessibility requires a stroke, use `outline_variant` at 15% opacity. **Never use 100% opaque borders.**
-*   **Glassmorphism:** For tooltips and menus, use `surface_container_highest` with a `blur(12px)` and a `0.5px` stroke of `outline` at 10% opacity to simulate the edge of a glass pane.
-
----
-
-## 5. Components & Interaction
-
-### Cards & Lists
-*   **No Dividers:** Forbid the use of horizontal lines. Use the **Spacing Scale** (specifically `spacing.8` or `spacing.12`) to create "Active Negative Space."
-*   **Card Styling:** Apply `roundedness.xl` (0.75rem). Cards should use `surface_container` on a `surface` background.
-
-### Data Visualization (Optimized for Dark Mode)
-*   **Primary Data:** `primary` (#62df7d)
-*   **Secondary Data (Blue):** `secondary` (#7bd0ff)
-*   **Tertiary Data (Orange/Gold):** `tertiary` (#ffb95f)
-*   **Alerts/Errors:** `error` (#ffb4ab)
-*   *Note: Use 70% opacity for grid lines in charts to keep the focus on the data glow.*
-
-### Buttons
-*   **Primary:** Gradient fill (Primary to Primary Container), `roundedness.full`, white text (`on_primary`).
-*   **Secondary:** `surface_container_highest` fill with `primary` text. No border.
-*   **Tertiary/Ghost:** No background. `on_surface` text with an icon.
-
-### Inputs
-*   Use `surface_container_lowest` for the field background to create an "etched into the interface" look. 
-*   Active state: A `1px` "Ghost Border" using `primary` at 40% opacity.
-
----
-
-## 6. Do’s and Don’ts
-
-### Do:
-*   **Do** use asymmetrical layouts (e.g., a left-aligned headline with a right-shifted data visualization).
-*   **Do** leverage the `surface_container` tiers to create hierarchy.
-*   **Do** use `spaceGrotesk` for all numerical data to emphasize the "Observatory" theme.
-*   **Do** ensure a minimum contrast ratio of 4.5:1 for all functional text.
-
-### Don’t:
-*   **Don’t** use `#000000` for backgrounds; it kills the sense of depth. Use `surface` (`#0c1324`).
-*   **Don’t** use 1px dividers or "boxes within boxes."
-*   **Don’t** use standard drop shadows. If it doesn't look like light or glass, rethink it.
-*   **Don’t** crowd the interface. If in doubt, add `spacing.12` of padding.
\ No newline at end of file

From 8eea8e2512bc38fa40610096df7c46059ced7508 Mon Sep 17 00:00:00 2001
From: Gagan Ahlawat <gagan.devvv@gmail.com>
Date: Thu, 2 Apr 2026 23:51:28 +0530
Subject: [PATCH 4/4] fix: resolve TypeScript errors in mobile app

- Add non-null assertions for accessToken in API calls
- Remove email property from profile.tsx (not in AuthState)
- Fix CI/CD typecheck failures

Changes:
- predict.tsx: Add ! operator for accessToken in guest mode checks
- output.tsx: Add ! operator for accessToken in prediction calls
- dashboard.tsx: Add ! operator for accessToken after guard check
- profile.tsx: Remove email references (not stored in backend)
---
 mobile/app/(app)/dashboard.tsx |  2 +-
 mobile/app/(app)/output.tsx    | 12 ++++++------
 mobile/app/(app)/predict.tsx   |  6 +++---
 mobile/app/(app)/profile.tsx   | 19 +++----------------
 4 files changed, 13 insertions(+), 26 deletions(-)

diff --git a/mobile/app/(app)/dashboard.tsx b/mobile/app/(app)/dashboard.tsx
index 1e1fab9..6a3b3f4 100644
--- a/mobile/app/(app)/dashboard.tsx
+++ b/mobile/app/(app)/dashboard.tsx
@@ -138,7 +138,7 @@ export default function Dashboard() {
                 P: data.P,
                 K: data.K,
             };
-            const res = await api.predictCrop(accessToken, body);
+            const res = await api.predictCrop(accessToken!, body);
             Alert.alert('Prediction', `Recommended crop: ${res.recommended_crop}\nConfidence: ${Math.round(res.confidence * 100)}%`);
         } catch (e: unknown) {
             const msg = e instanceof Error ? e.message : String(e);
diff --git a/mobile/app/(app)/output.tsx b/mobile/app/(app)/output.tsx
index a93b95b..e0eb902 100644
--- a/mobile/app/(app)/output.tsx
+++ b/mobile/app/(app)/output.tsx
@@ -183,7 +183,7 @@ export default function OutputScreen() {
         try {
             let res
             if (mode === 'crop') {
-                res = await api.predictCrop(accessToken, {
+                res = await api.predictCrop(accessToken!, {
                     source: 'sensor',
                     N: sample.N,
                     P: sample.P,
@@ -194,7 +194,7 @@ export default function OutputScreen() {
                     rainfall: 200,
                 })
             } else if (mode === 'suitability') {
-                res = await api.predictSuitability(accessToken, {
+                res = await api.predictSuitability(accessToken!, {
                     source: 'sensor',
                     crop_name: 'Wheat',
                     N: sample.N,
@@ -206,7 +206,7 @@ export default function OutputScreen() {
                     rainfall: 200,
                 })
             } else {
-                res = await api.predictFertilizer(accessToken, {
+                res = await api.predictFertilizer(accessToken!, {
                     source: 'sensor',
                     crop_name: 'Wheat',
                     soil_type: 'Black',
@@ -237,7 +237,7 @@ export default function OutputScreen() {
         try {
             let res
             if (mode === 'crop') {
-                res = await api.predictCrop(accessToken, {
+                res = await api.predictCrop(accessToken!, {
                     source: 'sensor',
                     N: sensorData.N,
                     P: sensorData.P,
@@ -248,7 +248,7 @@ export default function OutputScreen() {
                     rainfall: 200, // Default value
                 })
             } else if (mode === 'suitability') {
-                res = await api.predictSuitability(accessToken, {
+                res = await api.predictSuitability(accessToken!, {
                     source: 'sensor',
                     crop_name: 'Wheat',
                     N: sensorData.N,
@@ -260,7 +260,7 @@ export default function OutputScreen() {
                     rainfall: 200,
                 })
             } else {
-                res = await api.predictFertilizer(accessToken, {
+                res = await api.predictFertilizer(accessToken!, {
                     source: 'sensor',
                     crop_name: 'Wheat',
                     soil_type: 'Black',
diff --git a/mobile/app/(app)/predict.tsx b/mobile/app/(app)/predict.tsx
index 88f1f04..d2082ee 100644
--- a/mobile/app/(app)/predict.tsx
+++ b/mobile/app/(app)/predict.tsx
@@ -101,7 +101,7 @@ export default function PredictScreen() {
                 const cropPayload = { ...payload, rainfall: num(form.rainfall) }
                 res = isGuest 
                     ? await api.guestPredictCrop(cropPayload)
-                    : await api.predictCrop(accessToken, cropPayload)
+                    : await api.predictCrop(accessToken!, cropPayload)
             } else if (mode === 'suitability') {
                 if (!form.cropName) {
                     Alert.alert('Error', 'Select a crop first.')
@@ -111,7 +111,7 @@ export default function PredictScreen() {
                 const suitPayload = { ...payload, crop_name: form.cropName, rainfall: num(form.rainfall) }
                 res = isGuest
                     ? await api.guestPredictSuitability(suitPayload)
-                    : await api.predictSuitability(accessToken, suitPayload)
+                    : await api.predictSuitability(accessToken!, suitPayload)
             } else {
                 const fertPayload = {
                     ...payload,
@@ -122,7 +122,7 @@ export default function PredictScreen() {
                 }
                 res = isGuest
                     ? await api.guestPredictFertilizer(fertPayload)
-                    : await api.predictFertilizer(accessToken, fertPayload)
+                    : await api.predictFertilizer(accessToken!, fertPayload)
             }
             // Store result and navigate to output page
             setResult(res, mode, 'manual')
diff --git a/mobile/app/(app)/profile.tsx b/mobile/app/(app)/profile.tsx
index 0e1c0ef..a29caab 100644
--- a/mobile/app/(app)/profile.tsx
+++ b/mobile/app/(app)/profile.tsx
@@ -6,7 +6,7 @@ import { LinearGradient } from 'expo-linear-gradient';
 
 export default function ProfileScreen() {
   const router = useRouter();
-  const { username, email, logout } = useAuthStore();
+  const { username, logout } = useAuthStore();
   const [isEditing, setIsEditing] = useState(false);
   const [editedUsername, setEditedUsername] = useState(username || '');
 
@@ -63,19 +63,15 @@ export default function ProfileScreen() {
               <TextInput
                 value={editedUsername}
                 onChangeText={setEditedUsername}
-                className="font-headline font-bold text-2xl text-on-surface dark:text-on-surface-dark text-center bg-surface-container-high dark:bg-surface-container-high-dark px-4 py-2 rounded-full mb-2"
+                className="font-headline font-bold text-2xl text-on-surface dark:text-on-surface-dark text-center bg-surface-container-high dark:bg-surface-container-high-dark px-4 py-2 rounded-full mb-4"
                 autoFocus
               />
             ) : (
-              <Text className="font-headline font-bold text-2xl text-on-surface dark:text-on-surface-dark mb-2">
+              <Text className="font-headline font-bold text-2xl text-on-surface dark:text-on-surface-dark mb-4">
                 {username || 'Farmer'}
               </Text>
             )}
 
-            <Text className="font-label text-sm text-on-surface-variant dark:text-on-surface-variant-dark mb-4">
-              {email || 'farmer@terradetect.com'}
-            </Text>
-
             {/* Edit/Save Button */}
             {isEditing ? (
               <View className="flex-row gap-3">
@@ -127,15 +123,6 @@ export default function ProfileScreen() {
                 </Text>
               </View>
 
-              <View className="px-5 py-4 border-b border-outline-variant/20 dark:border-outline-variant-dark/20">
-                <Text className="font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-wider mb-1">
-                  Email
-                </Text>
-                <Text className="font-body text-base text-on-surface dark:text-on-surface-dark">
-                  {email || 'Not set'}
-                </Text>
-              </View>
-
               <View className="px-5 py-4">
                 <Text className="font-label text-xs text-on-surface-variant dark:text-on-surface-variant-dark uppercase tracking-wider mb-1">
                   Account Type