diff --git a/scripts/ci.sh b/scripts/ci.sh
index 600ef7f..7e7a165 100755
--- a/scripts/ci.sh
+++ b/scripts/ci.sh
@@ -24,7 +24,8 @@ echo "========================================"
 # 1. 格式检查
 echo ""
 echo "==> 1/3 格式检查 (gofumpt + goimports)"
-make fmt-check
+test -z "$(gofumpt -l internal/ cmd/)" || { echo "gofumpt: 以下文件格式不正确："; gofumpt -l internal/ cmd/; exit 1; }
+test -z "$(goimports -l internal/ cmd/)" || { echo "goimports: 以下文件 import 不规范："; goimports -l internal/ cmd/; exit 1; }
 
 # 2. 编译检查
 echo ""
@@ -35,9 +36,9 @@ go build ./...
 echo ""
 echo "==> 3/3 静态分析 (golangci-lint)"
 if $STRICT; then
-    make lint-strict
+    golangci-lint run ./...
 else
-    make lint
+    golangci-lint run ./... || true
 fi
 
 echo ""