diff --git a/Log.tsx b/Log.tsx
index 0e0cc06..2abefff 100644
--- a/Log.tsx
+++ b/Log.tsx
@@ -1,10 +1,25 @@
-import React, { useMemo } from 'react';
-import { Medal, CheckCircle2, History } from 'lucide-react';
+import React, { useMemo, useState } from 'react';
+import { Medal, CheckCircle2, History, LineChart as LineChartIcon, List } from 'lucide-react';
+import { LineChart, Line, XAxis, YAxis, CartesianGrid, Tooltip, Legend, ResponsiveContainer } from 'recharts';
 import { useCTF } from './CTFContext';
 import { calculateChallengeValue, getFirstBloodBonusFactor, calculateTeamTotalScore } from './services/scoring';
 
+const COLORS = [
+  '#ff0000', // Red
+  '#00ff00', // Green
+  '#0000ff', // Blue
+  '#ffff00', // Yellow
+  '#ff00ff', // Magenta
+  '#00ffff', // Cyan
+  '#ffaa00', // Orange
+  '#bf00ff', // Purple
+  '#ff0080', // Pink
+  '#aaff00'  // Lime
+];
+
 export const Log: React.FC = () => {
   const { state } = useCTF();
+  const [view, setView] = useState<'log' | 'graph'>('log');
 
   const sortedSolves = useMemo(() => {
     return [...state.solves].sort((a, b) => b.timestamp - a.timestamp);
@@ -18,13 +33,89 @@ export const Log: React.FC = () => {
       .slice(0, 3);
   }, [state]);
 
+  const top10Teams = useMemo(() => {
+    return state.teams
+      .filter(t => !t.isAdmin && !t.isDisabled)
+      .map(team => ({ ...team, score: calculateTeamTotalScore(team.id, state.challenges, state.solves) }))
+      .sort((a, b) => b.score - a.score)
+      .slice(0, 10);
+  }, [state]);
+
+  const graphData = useMemo(() => {
+    if (state.solves.length === 0) return [];
+
+    const sortedSolvesAsc = [...state.solves].sort((a, b) => a.timestamp - b.timestamp);
+    const dataPoints: any[] = [];
+    
+    const startTime = state.startTime || (sortedSolvesAsc.length > 0 ? sortedSolvesAsc[0].timestamp - 1000 : 0);
+    const initialPoint: any = { time: startTime, displayTime: new Date(startTime).toLocaleTimeString() };
+    top10Teams.forEach(t => initialPoint[t.name] = 0);
+    dataPoints.push(initialPoint);
+
+    sortedSolvesAsc.forEach((solve, idx) => {
+      const solvesUpToNow = sortedSolvesAsc.slice(0, idx + 1);
+      const point: any = { time: solve.timestamp, displayTime: new Date(solve.timestamp).toLocaleTimeString() };
+      
+      top10Teams.forEach(team => {
+        let total = 0;
+        const teamSolves = solvesUpToNow.filter(s => s.teamId === team.id);
+
+        teamSolves.forEach(ts => {
+          const challenge = state.challenges.find(c => c.id === ts.challengeId);
+          if (!challenge) return;
+
+          const challengeSolvesUpToNow = solvesUpToNow.filter(s => s.challengeId === ts.challengeId);
+          
+          const baseValue = calculateChallengeValue(
+            challenge.initialPoints,
+            challenge.minimumPoints || 0,
+            challenge.decaySolves || 1,
+            challengeSolvesUpToNow.length
+          );
+
+          const rank = challengeSolvesUpToNow.findIndex(s => s.teamId === team.id);
+          const bonus = Math.floor(challenge.initialPoints * getFirstBloodBonusFactor(rank));
+
+          total += (baseValue + bonus);
+        });
+
+        point[team.name] = total;
+      });
+      
+      dataPoints.push(point);
+    });
+
+    return dataPoints;
+  }, [state, top10Teams]);
+
   return (
     <div className="w-full px-6 py-12 max-w-5xl mx-auto">
       <div className="flex flex-col md:flex-row md:items-end justify-between gap-6 mb-8 border-b-4 border-[#333] pb-6">
-        <div className="flex items-center gap-4">
-          <History size={32} className="text-[#bf00ff]" />
-          <h2 className="text-4xl font-black italic text-white uppercase tracking-tighter">Event Log</h2>
+        <div className="flex flex-col gap-4">
+          <div className="flex items-center gap-4">
+            <History size={32} className="text-[#bf00ff]" />
+            <h2 className="text-4xl font-black italic text-white uppercase tracking-tighter">Event Log</h2>
+          </div>
+          <div className="flex gap-2">
+            <button
+              onClick={() => setView('log')}
+              className={`flex items-center gap-2 px-4 py-2 font-bold uppercase tracking-wider text-sm transition-colors ${
+                view === 'log' ? 'bg-[#bf00ff] text-white' : 'bg-[#333] text-slate-300 hover:bg-[#444]'
+              }`}
+            >
+              <List size={18} /> List View
+            </button>
+            <button
+              onClick={() => setView('graph')}
+              className={`flex items-center gap-2 px-4 py-2 font-bold uppercase tracking-wider text-sm transition-colors ${
+                view === 'graph' ? 'bg-[#bf00ff] text-white' : 'bg-[#333] text-slate-300 hover:bg-[#444]'
+              }`}
+            >
+              <LineChartIcon size={18} /> Graph View
+            </button>
+          </div>
         </div>
+        
         {topTeams.length > 0 && (
           <div className="flex items-center gap-6 text-sm font-black italic uppercase">
             {topTeams.map((team, idx) => (
@@ -39,61 +130,104 @@ export const Log: React.FC = () => {
           </div>
         )}
       </div>
-      <div className="flex flex-col gap-2">
-        {sortedSolves.length === 0 ? (
-          <div className="p-8 hxp-border border-[#333] text-center text-slate-500 font-bold uppercase tracking-widest bg-white/5">
-            No activities recorded yet.
-          </div>
-        ) : (
-          sortedSolves.map((solve, idx) => {
-            const team = state.teams.find(t => t.id === solve.teamId);
-            const challenge = state.challenges.find(c => c.id === solve.challengeId);
-            
-            if (!team || !challenge) return null;
 
-            const challengeSolves = state.solves
-              .filter(s => s.challengeId === solve.challengeId)
-              .sort((a, b) => a.timestamp - b.timestamp);
-            
-            const rank = challengeSolves.findIndex(s => s.teamId === solve.teamId);
-            const bonusFactor = getFirstBloodBonusFactor(rank);
-            const basePoints = calculateChallengeValue(
-              challenge.initialPoints,
-              challenge.minimumPoints || 0,
-              challenge.decaySolves || 1,
-              challengeSolves.length
-            );
-            const bonus = Math.floor(challenge.initialPoints * bonusFactor);
-            const pointsGained = basePoints + bonus;
+      {view === 'log' ? (
+        <div className="flex flex-col gap-2">
+          {sortedSolves.length === 0 ? (
+            <div className="p-8 hxp-border border-[#333] text-center text-slate-500 font-bold uppercase tracking-widest bg-white/5">
+              No activities recorded yet.
+            </div>
+          ) : (
+            sortedSolves.map((solve, idx) => {
+              const team = state.teams.find(t => t.id === solve.teamId);
+              const challenge = state.challenges.find(c => c.id === solve.challengeId);
+              
+              if (!team || !challenge) return null;
 
-            const getRankIcon = (rank: number) => {
-              if (rank === 0) return <Medal size={18} className="text-[#ffaa00]" />; // Gold
-              if (rank === 1) return <Medal size={18} className="text-[#c0c0c0]" />; // Silver
-              if (rank === 2) return <Medal size={18} className="text-[#cd7f32]" />; // Bronze
-              return <CheckCircle2 size={18} className="text-[#00ff00]" />; // Checkmark
-            };
+              const challengeSolves = state.solves
+                .filter(s => s.challengeId === solve.challengeId)
+                .sort((a, b) => a.timestamp - b.timestamp);
+              
+              const rank = challengeSolves.findIndex(s => s.teamId === solve.teamId);
+              const bonusFactor = getFirstBloodBonusFactor(rank);
+              const basePoints = calculateChallengeValue(
+                challenge.initialPoints,
+                challenge.minimumPoints || 0,
+                challenge.decaySolves || 1,
+                challengeSolves.length
+              );
+              const bonus = Math.floor(challenge.initialPoints * bonusFactor);
+              const pointsGained = basePoints + bonus;
 
-            const difficultyColor = 
-              challenge.difficulty === 'Low' ? 'text-[#00ff00]' : 
-              challenge.difficulty === 'Medium' ? 'text-[#ffaa00]' : 
-              'text-[#ff0000]';
+              const getRankIcon = (rank: number) => {
+                if (rank === 0) return <Medal size={18} className="text-[#ffaa00]" />; // Gold
+                if (rank === 1) return <Medal size={18} className="text-[#c0c0c0]" />; // Silver
+                if (rank === 2) return <Medal size={18} className="text-[#cd7f32]" />; // Bronze
+                return <CheckCircle2 size={18} className="text-[#00ff00]" />; // Checkmark
+              };
 
-            const dateStr = new Date(solve.timestamp).toLocaleString();
+              const difficultyColor = 
+                challenge.difficulty === 'Low' ? 'text-[#00ff00]' : 
+                challenge.difficulty === 'Medium' ? 'text-[#ffaa00]' : 
+                'text-[#ff0000]';
 
-            return (
-              <div key={`${solve.teamId}-${solve.challengeId}-${idx}`} className="p-4 hxp-border border-[#333] bg-white/5 flex items-center gap-4 hover:border-[#bf00ff] transition-colors">
-                <div className="flex-shrink-0">
-                  {getRankIcon(rank)}
+              const dateStr = new Date(solve.timestamp).toLocaleString();
+
+              return (
+                <div key={`${solve.teamId}-${solve.challengeId}-${idx}`} className="p-4 hxp-border border-[#333] bg-white/5 flex items-center gap-4 hover:border-[#bf00ff] transition-colors">
+                  <div className="flex-shrink-0">
+                    {getRankIcon(rank)}
+                  </div>
+                  <div className="text-sm font-mono text-slate-300">
+                    <span className="text-slate-500 mr-2">[{dateStr}]</span>
+                    <span className="font-bold text-white uppercase italic">{team.name}</span> solved <span className="text-[#bf00ff] uppercase">{challenge.category}</span> - <span className={`font-bold ${difficultyColor}`}>{challenge.title}</span> and gained <span className="text-white font-bold hxp-border-purple px-1 py-0.5 bg-[#bf00ff]/10">{pointsGained} points</span>.
+                  </div>
                 </div>
-                <div className="text-sm font-mono text-slate-300">
-                  <span className="text-slate-500 mr-2">[{dateStr}]</span>
-                  <span className="font-bold text-white uppercase italic">{team.name}</span> solved <span className="text-[#bf00ff] uppercase">{challenge.category}</span> - <span className={`font-bold ${difficultyColor}`}>{challenge.title}</span> and gained <span className="text-white font-bold hxp-border-purple px-1 py-0.5 bg-[#bf00ff]/10">{pointsGained} points</span>.
-                </div>
-              </div>
-            );
-          })
-        )}
-      </div>
+              );
+            })
+          )}
+        </div>
+      ) : (
+        <div className="w-full h-[600px] p-4 hxp-border border-[#333] bg-white/5 flex flex-col">
+          <h3 className="text-xl font-bold italic text-white mb-4 uppercase">Top 10 Teams - Score Progression</h3>
+          {graphData.length === 0 ? (
+            <div className="flex-1 flex items-center justify-center text-slate-500 font-bold uppercase tracking-widest">
+              No data to display.
+            </div>
+          ) : (
+            <ResponsiveContainer width="100%" height="100%">
+              <LineChart data={graphData} margin={{ top: 5, right: 30, left: 20, bottom: 5 }}>
+                <CartesianGrid strokeDasharray="3 3" stroke="#333" />
+                <XAxis 
+                  dataKey="displayTime" 
+                  stroke="#888" 
+                  tick={{ fill: '#888' }}
+                />
+                <YAxis 
+                  stroke="#888" 
+                  tick={{ fill: '#888' }}
+                  label={{ value: 'Points', angle: -90, position: 'insideLeft', fill: '#888' }}
+                />
+                <Tooltip 
+                  contentStyle={{ backgroundColor: '#111', borderColor: '#333', color: '#fff' }}
+                />
+                <Legend />
+                {top10Teams.map((team, idx) => (
+                  <Line 
+                    key={team.id}
+                    type="stepAfter"
+                    dataKey={team.name}
+                    stroke={COLORS[idx % COLORS.length]}
+                    strokeWidth={2}
+                    dot={false}
+                    activeDot={{ r: 8 }}
+                  />
+                ))}
+              </LineChart>
+            </ResponsiveContainer>
+          )}
+        </div>
+      )}
     </div>
   );
-};
+};
\ No newline at end of file
diff --git a/changelog.txt b/changelog.txt
index 16a0ad4..aeb3076 100644
--- a/changelog.txt
+++ b/changelog.txt
@@ -1,3 +1,6 @@
+2026-03-08
+- Added an interactive graph view to the event log to track the score progression of the top 10 teams
+
 2026-03-07
 - Prevented admin challenge solves from creating score records
 - Added operator solves list to the Admin panel profile
diff --git a/package-lock.json b/package-lock.json
index b0201dc..62de47f 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,11 +1,11 @@
 {
-  "name": "hipctf",
+  "name": "cypherstrike-ctf",
   "version": "1.0.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
-      "name": "hipctf",
+      "name": "cypherstrike-ctf",
       "version": "1.0.0",
       "dependencies": {
         "body-parser": "^1.20.2",
@@ -16,6 +16,7 @@
         "react": "^19.0.0",
         "react-dom": "^19.0.0",
         "react-router-dom": "^7.1.0",
+        "recharts": "^3.8.0",
         "sqlite3": "^5.1.6"
       },
       "devDependencies": {
@@ -858,6 +859,42 @@
         "node": ">=10"
       }
     },
+    "node_modules/@reduxjs/toolkit": {
+      "version": "2.11.2",
+      "resolved": "https://registry.npmjs.org/@reduxjs/toolkit/-/toolkit-2.11.2.tgz",
+      "integrity": "sha512-Kd6kAHTA6/nUpp8mySPqj3en3dm0tdMIgbttnQ1xFMVpufoj+ADi8pXLBsd4xzTRHQa7t/Jv8W5UnCuW4kuWMQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@standard-schema/spec": "^1.0.0",
+        "@standard-schema/utils": "^0.3.0",
+        "immer": "^11.0.0",
+        "redux": "^5.0.1",
+        "redux-thunk": "^3.1.0",
+        "reselect": "^5.1.0"
+      },
+      "peerDependencies": {
+        "react": "^16.9.0 || ^17.0.0 || ^18 || ^19",
+        "react-redux": "^7.2.1 || ^8.1.3 || ^9.0.0"
+      },
+      "peerDependenciesMeta": {
+        "react": {
+          "optional": true
+        },
+        "react-redux": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@reduxjs/toolkit/node_modules/immer": {
+      "version": "11.1.4",
+      "resolved": "https://registry.npmjs.org/immer/-/immer-11.1.4.tgz",
+      "integrity": "sha512-XREFCPo6ksxVzP4E0ekD5aMdf8WMwmdNaz6vuvxgI40UaEiu6q3p8X52aU6GdyvLY3XXX/8R7JOTXStz/nBbRw==",
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/immer"
+      }
+    },
     "node_modules/@rolldown/pluginutils": {
       "version": "1.0.0-beta.27",
       "resolved": "https://registry.npmjs.org/@rolldown/pluginutils/-/pluginutils-1.0.0-beta.27.tgz",
@@ -1173,6 +1210,18 @@
         "win32"
       ]
     },
+    "node_modules/@standard-schema/spec": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@standard-schema/spec/-/spec-1.1.0.tgz",
+      "integrity": "sha512-l2aFy5jALhniG5HgqrD6jXLi/rUWrKvqN/qJx6yoJsgKhblVd+iqqU4RCXavm/jPityDo5TCvKMnpjKnOriy0w==",
+      "license": "MIT"
+    },
+    "node_modules/@standard-schema/utils": {
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/@standard-schema/utils/-/utils-0.3.0.tgz",
+      "integrity": "sha512-e7Mew686owMaPJVNNLs55PUvgz371nKgwsc4vxE49zsODpJEnxgxRo2y/OKrqueavXgZNMDVj3DdHFlaSAeU8g==",
+      "license": "MIT"
+    },
     "node_modules/@tootallnate/once": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/@tootallnate/once/-/once-1.1.2.tgz",
@@ -1228,6 +1277,69 @@
         "@babel/types": "^7.28.2"
       }
     },
+    "node_modules/@types/d3-array": {
+      "version": "3.2.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-array/-/d3-array-3.2.2.tgz",
+      "integrity": "sha512-hOLWVbm7uRza0BYXpIIW5pxfrKe0W+D5lrFiAEYR+pb6w3N2SwSMaJbXdUfSEv+dT4MfHBLtn5js0LAWaO6otw==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-color": {
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/@types/d3-color/-/d3-color-3.1.3.tgz",
+      "integrity": "sha512-iO90scth9WAbmgv7ogoq57O9YpKmFBbmoEoCHDB2xMBY0+/KVrqAaCDyCE16dUspeOvIxFFRI+0sEtqDqy2b4A==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-ease": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-ease/-/d3-ease-3.0.2.tgz",
+      "integrity": "sha512-NcV1JjO5oDzoK26oMzbILE6HW7uVXOHLQvHshBUW4UMdZGfiY6v5BeQwh9a9tCzv+CeefZQHJt5SRgK154RtiA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-interpolate": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-interpolate/-/d3-interpolate-3.0.4.tgz",
+      "integrity": "sha512-mgLPETlrpVV1YRJIglr4Ez47g7Yxjl1lj7YKsiMCb27VJH9W8NVM6Bb9d8kkpG/uAQS5AmbA48q2IAolKKo1MA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-color": "*"
+      }
+    },
+    "node_modules/@types/d3-path": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-path/-/d3-path-3.1.1.tgz",
+      "integrity": "sha512-VMZBYyQvbGmWyWVea0EHs/BwLgxc+MKi1zLDCONksozI4YJMcTt8ZEuIR4Sb1MMTE8MMW49v0IwI5+b7RmfWlg==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-scale": {
+      "version": "4.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-4.0.9.tgz",
+      "integrity": "sha512-dLmtwB8zkAeO/juAMfnV+sItKjlsw2lKdZVVy6LRr0cBmegxSABiLEpGVmSJJ8O08i4+sGR6qQtb6WtuwJdvVw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-time": "*"
+      }
+    },
+    "node_modules/@types/d3-shape": {
+      "version": "3.1.8",
+      "resolved": "https://registry.npmjs.org/@types/d3-shape/-/d3-shape-3.1.8.tgz",
+      "integrity": "sha512-lae0iWfcDeR7qt7rA88BNiqdvPS5pFVPpo5OfjElwNaT2yyekbM0C9vK+yqBqEmHr6lDkRnYNoTBYlAgJa7a4w==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-path": "*"
+      }
+    },
+    "node_modules/@types/d3-time": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-time/-/d3-time-3.0.4.tgz",
+      "integrity": "sha512-yuzZug1nkAAaBlBBikKZTgzCeA+k1uy4ZFwWANOfKw5z5LRhV0gNA7gNkKm7HoK+HRN0wX3EkxGk0fpbWhmB7g==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-timer": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-timer/-/d3-timer-3.0.2.tgz",
+      "integrity": "sha512-Ps3T8E8dZDam6fUyNiMkekK3XUsaUEik+idO9/YjPtfj2qruF8tFBXS7XhtE4iIXBLxhmLjP3SXpLhVf21I9Lw==",
+      "license": "MIT"
+    },
     "node_modules/@types/estree": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.8.tgz",
@@ -1239,7 +1351,7 @@
       "version": "19.2.7",
       "resolved": "https://registry.npmjs.org/@types/react/-/react-19.2.7.tgz",
       "integrity": "sha512-MWtvHrGZLFttgeEj28VXHxpmwYbor/ATPYbBfSFZEIRK0ecCFLl2Qo55z52Hss+UV9CRN7trSeq1zbgx7YDWWg==",
-      "dev": true,
+      "devOptional": true,
       "license": "MIT",
       "dependencies": {
         "csstype": "^3.2.2"
@@ -1255,6 +1367,12 @@
         "@types/react": "^19.2.0"
       }
     },
+    "node_modules/@types/use-sync-external-store": {
+      "version": "0.0.6",
+      "resolved": "https://registry.npmjs.org/@types/use-sync-external-store/-/use-sync-external-store-0.0.6.tgz",
+      "integrity": "sha512-zFDAD+tlpf2r4asuHEj0XH6pY6i0g5NeAHPn+15wk3BV6JA69eERFXC1gyGThDkVa1zCyKr5jox1+2LbV/AMLg==",
+      "license": "MIT"
+    },
     "node_modules/@vitejs/plugin-react": {
       "version": "4.7.0",
       "resolved": "https://registry.npmjs.org/@vitejs/plugin-react/-/plugin-react-4.7.0.tgz",
@@ -1732,6 +1850,15 @@
         "node": ">=6"
       }
     },
+    "node_modules/clsx": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/clsx/-/clsx-2.1.1.tgz",
+      "integrity": "sha512-eYm0QWBtUrBWZWG0d386OGAw16Z995PiOVo2B7bjWSbHedGl5e0ZWaq65kOGgUSNesEIDkB9ISbTg/JK9dhCZA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/color-support": {
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/color-support/-/color-support-1.1.3.tgz",
@@ -1837,9 +1964,130 @@
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       "resolved": "https://registry.npmjs.org/csstype/-/csstype-3.2.3.tgz",
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@@ -1858,6 +2106,12 @@
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@@ -2039,6 +2293,16 @@
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+      "resolved": "https://registry.npmjs.org/es-toolkit/-/es-toolkit-1.45.1.tgz",
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+      "workspaces": [
+        "docs",
+        "benchmarks"
+      ]
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       "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.25.12.tgz",
@@ -2106,6 +2370,12 @@
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+      "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.4.tgz",
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@@ -2544,6 +2814,16 @@
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+      "resolved": "https://registry.npmjs.org/immer/-/immer-10.2.0.tgz",
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+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/immer"
+      }
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       "license": "ISC"
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+    "node_modules/internmap": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/internmap/-/internmap-2.0.3.tgz",
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     "node_modules/ip-address": {
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@@ -3422,6 +3711,36 @@
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+    "node_modules/react-is": {
+      "version": "19.2.4",
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+    "node_modules/react-redux": {
+      "version": "9.2.0",
+      "resolved": "https://registry.npmjs.org/react-redux/-/react-redux-9.2.0.tgz",
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+        "use-sync-external-store": "^1.4.0"
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+        "react": "^18.0 || ^19",
+        "redux": "^5.0.0"
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+        "@types/react": {
+          "optional": true
+        },
+        "redux": {
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     "node_modules/react-refresh": {
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       "license": "MIT"
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+    "node_modules/recharts": {
+      "version": "3.8.0",
+      "resolved": "https://registry.npmjs.org/recharts/-/recharts-3.8.0.tgz",
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+      "license": "MIT",
+      "workspaces": [
+        "www"
+      ],
+      "dependencies": {
+        "@reduxjs/toolkit": "^1.9.0 || 2.x.x",
+        "clsx": "^2.1.1",
+        "decimal.js-light": "^2.5.1",
+        "es-toolkit": "^1.39.3",
+        "eventemitter3": "^5.0.1",
+        "immer": "^10.1.1",
+        "react-redux": "8.x.x || 9.x.x",
+        "reselect": "5.1.1",
+        "tiny-invariant": "^1.3.3",
+        "use-sync-external-store": "^1.2.2",
+        "victory-vendor": "^37.0.2"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
+        "react-dom": "^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
+        "react-is": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
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+      "resolved": "https://registry.npmjs.org/redux/-/redux-5.0.1.tgz",
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+      "license": "MIT"
+    },
+    "node_modules/redux-thunk": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/redux-thunk/-/redux-thunk-3.1.0.tgz",
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+      "license": "MIT",
+      "peerDependencies": {
+        "redux": "^5.0.0"
+      }
+    },
+    "node_modules/reselect": {
+      "version": "5.1.1",
+      "resolved": "https://registry.npmjs.org/reselect/-/reselect-5.1.1.tgz",
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@@ -4061,6 +4431,12 @@
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       "license": "ISC"
     },
+    "node_modules/tiny-invariant": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/tiny-invariant/-/tiny-invariant-1.3.3.tgz",
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+      "license": "MIT"
+    },
     "node_modules/tinyglobby": {
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@@ -4178,6 +4554,15 @@
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       }
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+    "node_modules/use-sync-external-store": {
+      "version": "1.6.0",
+      "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.6.0.tgz",
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+      "license": "MIT",
+      "peerDependencies": {
+        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
+      }
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     "node_modules/util-deprecate": {
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       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
@@ -4202,6 +4587,28 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/victory-vendor": {
+      "version": "37.3.6",
+      "resolved": "https://registry.npmjs.org/victory-vendor/-/victory-vendor-37.3.6.tgz",
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+      "license": "MIT AND ISC",
+      "dependencies": {
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+        "@types/d3-ease": "^3.0.0",
+        "@types/d3-interpolate": "^3.0.1",
+        "@types/d3-scale": "^4.0.2",
+        "@types/d3-shape": "^3.1.0",
+        "@types/d3-time": "^3.0.0",
+        "@types/d3-timer": "^3.0.0",
+        "d3-array": "^3.1.6",
+        "d3-ease": "^3.0.1",
+        "d3-interpolate": "^3.0.1",
+        "d3-scale": "^4.0.2",
+        "d3-shape": "^3.1.0",
+        "d3-time": "^3.0.0",
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diff --git a/package.json b/package.json
index 742a256..9befbb4 100644
--- a/package.json
+++ b/package.json
@@ -1,18 +1,18 @@
-
 {
   "name": "cypherstrike-ctf",
   "version": "1.0.0",
   "main": "server.js",
   "dependencies": {
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-    "sqlite3": "^5.1.6",
-    "multer": "^1.4.5-lts.1",
     "body-parser": "^1.20.2",
     "cors": "^2.8.5",
+    "express": "^4.18.2",
+    "lucide-react": "^0.474.0",
+    "multer": "^1.4.5-lts.1",
     "react": "^19.0.0",
     "react-dom": "^19.0.0",
     "react-router-dom": "^7.1.0",
-    "lucide-react": "^0.474.0"
+    "recharts": "^3.8.0",
+    "sqlite3": "^5.1.6"
   },
   "devDependencies": {
     "@types/react": "^19.0.0",