diff --git a/assets/Script/CoinMadnessProgress.ts b/assets/Script/CoinMadnessProgress.ts
index 1ac6a47..d2d606e 100644
--- a/assets/Script/CoinMadnessProgress.ts
+++ b/assets/Script/CoinMadnessProgress.ts
@@ -10,7 +10,9 @@ export function recordCoinMadnessMockWin(level: number): void {
         const key = coinMadnessMockKey();
         const state = cc.fx.StorageMessage.getStorage(key);
         if (!state || !state.paidAt || state.settled || Date.now() >= state.config.endsAt || level <= state.lastLevel) return;
-        if (level === state.lastLevel + 1) state.totalWins++;
+        // This hook represents one actual victory, not a level delta. Gaps can follow
+        // config catchup or older builds; count this win once without backfilling them.
+        state.totalWins++;
         state.lastLevel = level;
         cc.fx.StorageMessage.setStorage(key, state);
     } catch (error) { cc.warn('Coin Madness mock progress unavailable', error); }
diff --git a/assets/Script/module/Tool/GameTool.ts b/assets/Script/module/Tool/GameTool.ts
index 3316a19..d39a451 100644
--- a/assets/Script/module/Tool/GameTool.ts
+++ b/assets/Script/module/Tool/GameTool.ts
@@ -397,7 +397,9 @@ var GameTool = {
             cc.fx.GameConfig.GM_INFO.level += 1;
         }
 
-        if (!endLevel && cc.fx.GameConfig.GM_INFO.GameplayType == 1) recordCoinMadnessMockWin(stageId);
+        // 普通主线为 0；空计时调用来自配置缺关补进度，不属于实际胜利。
+        if (!isMaxLevel && cc.fx.GameConfig.GM_INFO.GameplayType == 0
+            && !cc.fx.GameConfig.GM_INFO.otherLevel && time1 != null && time2 != null) recordCoinMadnessMockWin(stageId);
         cc.fx.GameTool.maxLevel()
         MiniGameSdk.API.setNewCloudlevel();
         const timestamp = Date.now();
diff --git a/tools/coin-madness/check-mock.cjs b/tools/coin-madness/check-mock.cjs
index 23a7aff..569210a 100644
--- a/tools/coin-madness/check-mock.cjs
+++ b/tools/coin-madness/check-mock.cjs
@@ -37,6 +37,6 @@ progressExports.recordCoinMadnessMockWin(11); assert.equal(state.totalWins, 0);
 api.request('purchase', { periodId: state.config.periodId });
 progressExports.recordCoinMadnessMockWin(11); progressExports.recordCoinMadnessMockWin(11);
 assert.equal(state.totalWins, 1);
-progressExports.recordCoinMadnessMockWin(14); assert.equal(state.totalWins, 1);
-progressExports.recordCoinMadnessMockWin(15); assert.equal(state.totalWins, 2);
-console.log('Closed-panel progress checks passed: no prepay, duplicate or batch catchup wins.');
+progressExports.recordCoinMadnessMockWin(14); assert.equal(state.totalWins, 2);
+progressExports.recordCoinMadnessMockWin(15); assert.equal(state.totalWins, 3);
+console.log('Closed-panel progress checks passed: no prepay/duplicates; a live win after a gap counts once without backfill.');
diff --git a/tools/coin-madness/check-win-hook.cjs b/tools/coin-madness/check-win-hook.cjs
new file mode 100644
index 0000000..78da1c0
--- /dev/null
+++ b/tools/coin-madness/check-win-hook.cjs
@@ -0,0 +1,27 @@
+const ts = require('typescript');
+const fs = require('node:fs');
+const assert = require('node:assert/strict');
+// Execute the actual addLevel method, with external game services stubbed.
+const source = fs.readFileSync('assets/Script/module/Tool/GameTool.ts', 'utf8');
+const ast = ts.createSourceFile('GameTool.ts', source, ts.ScriptTarget.Latest, true);
+let method;
+function visit(node) {
+    if (ts.isMethodDeclaration(node) && node.name.getText(ast) === 'addLevel') method = node;
+    ts.forEachChild(node, visit);
+}
+visit(ast); assert.ok(method);
+const calls = [];
+const info = { level: 10, GameplayType: 0, otherLevel: 0 };
+let max = false;
+const cc = { fx: { GameConfig: { GM_INFO: info }, StorageMessage: { setStorage() {} },
+    GameTool: { maxLevel: () => max, shushu_Track() {} } } };
+const run = new Function('cc', 'recordCoinMadnessMockWin', 'MiniGameSdk', 'Utils', 'MapConroler',
+    'return ({' + method.getText(ast) + '}).addLevel;')(cc, level => calls.push(level),
+    { API: { setNewCloudlevel() {}, shushu_SetSuperProperties() {} } }, { setUserLevel() {} }, { _instance: null });
+run(1000, 0, null); assert.deepEqual(calls, [11]);
+info.GameplayType = 1; run(1000, 0, null); assert.equal(calls.length, 1);
+info.GameplayType = 0; info.otherLevel = 3; run(1000, 0, null); assert.equal(calls.length, 1);
+info.otherLevel = 0; run(null, null, null); assert.equal(calls.length, 1);
+max = true; run(1000, 0, null); assert.equal(calls.length, 1);
+max = false; info.level = 1979; run(1000, 0, null); assert.deepEqual(calls, [11, 1980]);
+console.log('Actual addLevel hook passed: normal wins, last normal level, excluded endless/special/config catchup.');