diff --git a/internal/client/client.go b/internal/client/client.go
index a4207ba..f1b4797 100644
--- a/internal/client/client.go
+++ b/internal/client/client.go
@@ -138,6 +138,10 @@ func (c *DouyuClient) BestServerTimeCalibration(rounds int, maxWait time.Duratio
 			Fallback:  true,
 		}, fmt.Errorf("斗鱼时间校准失败: %w", lastErr)
 	}
+	var calErr error
+	if lastErr != nil {
+		calErr = fmt.Errorf("斗鱼时间校准部分失败(已使用最优结果): %w", lastErr)
+	}
 	return types.TimeCalibration{
 		Offset:     best.Offset,
 		ErrorBound: best.ErrorBound,
@@ -146,7 +150,7 @@ func (c *DouyuClient) BestServerTimeCalibration(rounds int, maxWait time.Duratio
 		CreatedAt:  time.Now(),
 		Source:     best.Source,
 		Fallback:   best.Fallback,
-	}, lastErr
+	}, calErr
 }
 
 func betterTimeSample(candidate, current types.TimeSample) bool {
diff --git a/internal/seckill/scheduler.go b/internal/seckill/scheduler.go
index f27f46d..834b125 100644
--- a/internal/seckill/scheduler.go
+++ b/internal/seckill/scheduler.go
@@ -10,6 +10,7 @@ import (
 	"path/filepath"
 	"strings"
 	"sync"
+	"sync/atomic"
 	"time"
 
 	"github.com/golang/freetype/truetype"
@@ -30,7 +31,7 @@ const (
 	timeCalibrateWait   = 1200 * time.Millisecond
 	resyncBeforeTrigger = 10 * time.Second
 	seckillMaxDuration  = 75 * time.Second
-	behaviorCooldown    = 8 * time.Second
+	behaviorCooldown    = 5 * time.Second
 	clickFastCooldown   = 3 * time.Second
 )
 
@@ -77,9 +78,11 @@ type Scheduler struct {
 	schedule       *time.Timer
 	warmupSchedule *time.Timer
 	resyncSchedule *time.Timer
+	warmupGen      int64
 
 	warmupsMu sync.RWMutex
 	warmups   map[string]types.WarmupData
+	warmupRunMu sync.Mutex
 
 	attemptCacheMu sync.RWMutex
 	attemptCache   map[string]*types.AttemptCache // 激进模式缓存
@@ -580,36 +583,30 @@ func (s *Scheduler) executeRound(attempts []types.ExchangeAttempt, settings runS
 			key := fmt.Sprintf("%s_第%d包", result.Account, result.Attempt)
 			s.setResult(key, result.Message)
 
-			mu.Lock()
-			outcome.attempts++
-			mu.Unlock()
-
 			if result.OK {
 				logger.LogAccountEvent("抢购", "success", result.Account, "成功: 账号=%s 商品=%s 第%d包 %s", result.Account, result.Product, result.Attempt, result.Message)
 				s.enqueueSuccessImage(attempt.Account, attempt.Product, result.RoleName)
-
-				mu.Lock()
-				outcome.successAccounts[attempt.Account.Name] = true
-				mu.Unlock()
 			} else {
 				logger.LogAccountEvent("抢购", "info", result.Account, "尝试: 账号=%s 商品=%s 第%d包 %s", result.Account, result.Product, result.Attempt, result.Message)
+			}
+
+			mu.Lock()
+			outcome.attempts++
+			if result.OK {
+				outcome.successAccounts[attempt.Account.Name] = true
+			} else {
 				if cooldown := retryCooldownDuration(result.Message); cooldown > 0 {
-					mu.Lock()
 					outcome.cooldownAccounts[attempt.Account.Name] = time.Now().Add(jitterDuration(cooldown))
-					mu.Unlock()
 				}
 				terminalAccount, terminalProduct, reason := classifyRetryStop(result.Message)
-				if terminalAccount || terminalProduct {
-					mu.Lock()
-					if terminalAccount {
-						outcome.stoppedAccounts[attempt.Account.Name] = reason
-					}
-					if terminalProduct {
-						outcome.stoppedProducts[attempt.Product.CommodityID] = reason
-					}
-					mu.Unlock()
+				if terminalAccount {
+					outcome.stoppedAccounts[attempt.Account.Name] = reason
+				}
+				if terminalProduct {
+					outcome.stoppedProducts[attempt.Product.CommodityID] = reason
 				}
 			}
+			mu.Unlock()
 		}(attempt)
 	}
 
@@ -654,6 +651,12 @@ func retryCooldownDuration(message string) time.Duration {
 		return behaviorCooldown
 	case strings.Contains(message, "点击太快"):
 		return clickFastCooldown
+	case strings.Contains(message, "操作频繁"):
+		return behaviorCooldown
+	case strings.Contains(message, "请求过多"):
+		return behaviorCooldown
+	case strings.Contains(message, "请求太频繁"):
+		return behaviorCooldown
 	default:
 		return 0
 	}
@@ -795,6 +798,9 @@ func (s *Scheduler) clearAttemptCache() {
 }
 
 func (s *Scheduler) warmupAttempts(attempts []types.ExchangeAttempt) {
+	s.warmupRunMu.Lock()
+	defer s.warmupRunMu.Unlock()
+
 	attempts = uniqueWarmupAttempts(attempts)
 	if len(attempts) == 0 {
 		return
@@ -1053,7 +1059,7 @@ func shouldFallbackStandard(errMsg string) bool {
 	switch {
 	case strings.Contains(lower, "csrf"):
 		return true
-	case strings.Contains(lower, "token"):
+	case strings.Contains(lower, "cvl_csrf_token"):
 		return true
 	case strings.Contains(lower, "preexchange"):
 		return true
@@ -1094,9 +1100,9 @@ func (s *Scheduler) ScheduleRun(req types.SeckillRequest) (map[string]any, error
 	}
 
 	ap := utils.CloneStringMap(req.AccountProducts)
-	s.clearWarmups()
 	s.scheduleMu.Lock()
 	s.stopSchedulesLocked()
+	s.clearWarmups()
 	s.scheduleMu.Unlock()
 
 	s.scheduleTimers(ap, targetTime, triggerTime, calibration, false)
@@ -1156,7 +1162,11 @@ func (s *Scheduler) scheduleTimers(accountProducts map[string]string, targetTime
 
 	s.scheduleMu.Lock()
 	defer s.scheduleMu.Unlock()
+	gen := atomic.AddInt64(&s.warmupGen, 1)
 	s.replaceTimerLocked(&s.warmupSchedule, warmupRemain, func() {
+		if atomic.LoadInt64(&s.warmupGen) != gen {
+			return
+		}
 		logger.LogEvent("预热", "success", "预热触发: 本地=%s", time.Now().In(constants.CST).Format("15:04:05.000"))
 		settings := s.settingsSnapshot()
 		attempts := s.buildAttempts(accountProducts, settings.attempts)