diff --git a/README.md b/README.md
index 6c13e4a..40a2c1a 100644
--- a/README.md
+++ b/README.md
@@ -95,7 +95,7 @@ make build && ./bin/server
 | `smtp.*` | 邮件发送（email 渠道） | — |
 | `rate_limit.default` | 每 source 每秒请求上限 | `100` |
 | `rate_limit.dingtalk_per_min` | 同一钉钉机器人（access_token）每分钟发送上限；超限排队到下一分钟 | `18`（官方 20，留余量） |
-| `subscription_dedup_ttl` | 多队列重复消息（来源/策略/币种/周期/方向/价格）去重窗口 | `1h` |
+| `subscription_dedup_ttl` | 多队列重复消息（来源/策略/币种/周期/方向/动作/价格）去重窗口 | `1h` |
 | `subscriptions` | RabbitMQ 订阅列表；某条 `url` 为空则跳过 | 空 |
 | `subscriptions[].source` | 对应已有 Source.name | 有 url 时必填 |
 | `subscriptions[].formatter` | 目前仅 `trade_signal` | `trade_signal` |
diff --git a/internal/subscriber/dedup.go b/internal/subscriber/dedup.go
index af77514..2139a65 100644
--- a/internal/subscriber/dedup.go
+++ b/internal/subscriber/dedup.go
@@ -37,8 +37,9 @@ func signalKey(source string, data map[string]interface{}) string {
 	symbol := firstNonEmptyField(fieldString(data["symbol"]), fieldString(data["currency"]))
 	period := fieldString(data["period"])
 	direction := strings.ToUpper(firstNonEmptyField(fieldString(data["direction"]), fieldString(data["side"])))
+	action := strings.ToUpper(fieldString(data["action"]))
 	price := fieldString(data["price"])
-	return strings.Join([]string{strings.TrimSpace(source), strategy, symbol, period, direction, price}, "\x1f")
+	return strings.Join([]string{strings.TrimSpace(source), strategy, symbol, period, direction, action, price}, "\x1f")
 }
 
 func firstNonEmptyField(a, b string) string {
diff --git a/internal/subscriber/dedup_test.go b/internal/subscriber/dedup_test.go
index 7398131..98835aa 100644
--- a/internal/subscriber/dedup_test.go
+++ b/internal/subscriber/dedup_test.go
@@ -67,6 +67,31 @@ func TestSignalHashIgnoresUnrelatedFields(t *testing.T) {
 	}
 }
 
+func TestSignalHashDistinguishesAction(t *testing.T) {
+	base := map[string]interface{}{
+		"strategyCode": "BLONG",
+		"symbol":       "SOLUSDT",
+		"period":       "30m",
+		"side":         "SHORT",
+		"price":        101.32,
+	}
+	reduce := cloneFields(base)
+	reduce["action"] = "REDUCE"
+	closeMsg := cloneFields(base)
+	closeMsg["action"] = "CLOSE"
+	if SignalHash("trade-signal", reduce) == SignalHash("trade-signal", closeMsg) {
+		t.Fatal("REDUCE and CLOSE at the same price should hash differently")
+	}
+}
+
+func cloneFields(in map[string]interface{}) map[string]interface{} {
+	out := make(map[string]interface{}, len(in)+1)
+	for k, v := range in {
+		out[k] = v
+	}
+	return out
+}
+
 func TestMemoryDeduperClaimOnce(t *testing.T) {
 	d := NewMemoryDeduper()
 	ok, err := d.Claim(context.Background(), "abc")
@@ -131,6 +156,49 @@ func TestHandleDedupByStrategySymbolPeriodDirectionPrice(t *testing.T) {
 	}
 }
 
+func TestHandleDedupKeepsReduceThenClose(t *testing.T) {
+	dedup := NewMemoryDeduper()
+	var events []string
+	process := func(_ context.Context, req notify.Request) (notify.Result, error) {
+		events = append(events, req.Event)
+		return notify.Result{Matched: true}, nil
+	}
+	lookup := func(context.Context, string) (*model.Source, error) { return enabledSrc(), nil }
+	conv := tradesignal.NewConverter(nil)
+	reduce := []byte(`{
+		"signalId":"local-0f6f4b00e143f8ee:update:1787629790828:0.12",
+		"sourcePosId":"local-0f6f4b00e143f8ee","sourcePosIds":["3340443882114850823"],
+		"strategyCode":"BLONG","symbol":"SOLUSDT","side":"SHORT","action":"REDUCE",
+		"quantity":0.11,"price":101.32,"leverage":20,"period":"30m",
+		"eventTime":"2026-08-25T03:49:51.155Z","addCount":0,"totalPos":0.12,
+		"totalAvgPx":102.64,"posMarginRatio":0.478261,"oldQuantity":0.23,"deltaQuantity":-0.11
+	}`)
+	closeBody := []byte(`{
+		"signalId":"local-0f6f4b00e143f8ee:close:1787629790936:0",
+		"sourcePosId":"local-0f6f4b00e143f8ee","sourcePosIds":["3340443882114850823"],
+		"strategyCode":"BLONG","symbol":"SOLUSDT","side":"SHORT","action":"CLOSE",
+		"quantity":0.12,"price":101.32,"leverage":1,"period":"30m",
+		"eventTime":"2026-08-25T03:49:51.389Z","addCount":0,"totalPos":0,
+		"totalAvgPx":0,"posMarginRatio":1,"oldQuantity":0.12
+	}`)
+	if d := HandleMessage(context.Background(), HandleInput{
+		Body: reduce, SourceName: "trade-signal", MaxRetry: 3, Deduper: dedup,
+	}, conv, lookup, process); d != DispositionAck {
+		t.Fatalf("reduce=%v", d)
+	}
+	if d := HandleMessage(context.Background(), HandleInput{
+		Body: closeBody, SourceName: "trade-signal", MaxRetry: 3, Deduper: dedup,
+	}, conv, lookup, process); d != DispositionAck {
+		t.Fatalf("close=%v", d)
+	}
+	if len(events) != 2 {
+		t.Fatalf("reduce then close should both notify, got %v", events)
+	}
+	if events[0] != "trade.reduce" || events[1] != "trade.close" {
+		t.Fatalf("events=%v", events)
+	}
+}
+
 func TestHandleDedupKeepsDifferentSources(t *testing.T) {
 	dedup := NewMemoryDeduper()
 	var n atomic.Int32