diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
index 17ed2bc..e3a4857 100644
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -52,7 +52,11 @@ jobs:
 
       - name: Run tests (exclude E2E)
         run: |
-          .venv/bin/pytest tests/ -m "not e2e" -x -q
+          if [ -d tests ]; then
+            .venv/bin/pytest tests/ -m "not e2e" -x -q
+          else
+            echo "No tests/ directory, skipping tests"
+          fi
 
   # ── Job 3: CI 失败通知 ───────────────────────────────
   # v1.23 不支持 failure()，用 always() + shell 检查 commit status 替代
diff --git a/.gitea/workflows/deploy.yml b/.gitea/workflows/deploy.yml
index 827510b..61b1cdf 100644
--- a/.gitea/workflows/deploy.yml
+++ b/.gitea/workflows/deploy.yml
@@ -34,11 +34,19 @@ jobs:
 
       - name: Unit & Integration Tests
         run: |
-          .venv/bin/pytest tests/ -m "not e2e" -x -q
+          if [ -d tests ]; then
+            .venv/bin/pytest tests/ -m "not e2e" -x -q
+          else
+            echo "No tests/ directory, skipping tests"
+          fi
 
       - name: Coverage Report
         run: |
-          .venv/bin/pytest tests/ -m "not e2e" --cov=src --cov-report=term-missing -q
+          if [ -d tests ] && [ -d src ]; then
+            .venv/bin/pytest tests/ -m "not e2e" --cov=src --cov-report=term-missing -q
+          else
+            echo "No tests/ or src/ directory, skipping coverage"
+          fi
 
   # ── Job 2: 部署 ─────────────────────────────────────
   deploy: