diff --git a/.gitea/workflows/auto-approve.yml b/.gitea/workflows/auto-approve.yml
new file mode 100644
index 000000000..3f7ccdaff
--- /dev/null
+++ b/.gitea/workflows/auto-approve.yml
@@ -0,0 +1,152 @@
+name: Auto Approve CI PRs
+
+on:
+  pull_request:
+    types: [synchronize, opened, ready_for_review]
+
+jobs:
+  auto-approve:
+    name: Auto Approve on CI Green
+    runs-on: ci-l1
+    if: github.event_name == 'pull_request' && !github.event.pull_request.draft
+    timeout-minutes: 20
+    steps:
+      - name: Check if frontend-only change
+        id: frontend-only
+        shell: bash
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+        run: |
+          set -eu
+          API_URL="${GITHUB_API_URL}/repos/${GITHUB_REPOSITORY}/pulls/${PR_NUMBER}/files?limit=300"
+          FILES=$(curl -s -H "Authorization: token ${GITHUB_TOKEN}" "$API_URL" | python3 -c "import sys,json; [print(f['filename']) for f in json.load(sys.stdin)]")
+          FRONTEND_COUNT=$(echo "$FILES" | grep -c '^apps/web/' || true)
+          BACKEND_COUNT=$(echo "$FILES" | grep -cv '^apps/web/' || true)
+          TOTAL=$(echo "$FILES" | grep -cv '^$' || true)
+          echo "变更文件: ${TOTAL} 个 (前端: ${FRONTEND_COUNT}, 后端/公共: ${BACKEND_COUNT})"
+          if [ "$BACKEND_COUNT" = "0" ] && [ "$FRONTEND_COUNT" -gt "0" ]; then
+            echo "skip_backend=true" >> $GITHUB_OUTPUT
+            echo "✅ 纯前端改动，跳过后端CI检查"
+          else
+            echo "skip_backend=false" >> $GITHUB_OUTPUT
+            echo "🔧 包含后端/公共变更，检查全部CI"
+          fi
+
+      - name: Wait for CI and auto approve
+        shell: bash
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+          REVIEW_TOKEN: ${{ secrets.REVIEW_GITEA_TOKEN }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+          SKIP_BACKEND: ${{ steps.frontend-only.outputs.skip_backend }}
+        run: |
+          set -eu
+          
+          # 定义需要检查的status context
+          if [ "$SKIP_BACKEND" = "true" ]; then
+            CONTEXTS=("CI/CD Pipeline / Frontend Lint (pull_request)")
+          else
+            CONTEXTS=(
+              "CI/CD Pipeline / Validate Code Quality And Tests (pull_request)"
+              "CI/CD Pipeline / Unit Tests (pull_request)"
+              "CI/CD Pipeline / Frontend Lint (pull_request)"
+            )
+          fi
+          
+          echo "需要通过的CI检查: ${#CONTEXTS[@]} 项"
+          for ctx in "${CONTEXTS[@]}"; do
+            echo "  - $ctx"
+          done
+          echo
+          
+          # 轮询等待，最多20分钟（120次x10秒）
+          for attempt in $(seq 1 120); do
+            ALL_SUCCESS=true
+            ANY_FAILED=false
+            
+            echo "--- 第${attempt}次检查 ($(date '+%H:%M:%S')) ---"
+            
+            # 获取当前commit的所有status
+            STATUSES=$(curl -s -H "Authorization: token ${GITHUB_TOKEN}" \
+              "${GITHUB_API_URL}/repos/${GITHUB_REPOSITORY}/commits/${GITHUB_SHA}/statuses?per_page=100")
+            
+            for ctx in "${CONTEXTS[@]}"; do
+              STATE=$(echo "$STATUSES" | python3 -c "
+import sys, json
+statuses = json.load(sys.stdin)
+target = '$ctx'
+# 找最新的对应context
+latest = None
+for s in statuses:
+    if s.get('context') == target:
+        latest = s
+        break  # API返回的是倒序，第一个就是最新的
+print(latest.get('state', 'pending') if latest else 'pending')
+")
+              echo "  $ctx: $STATE"
+              
+              if [ "$STATE" != "success" ]; then
+                ALL_SUCCESS=false
+              fi
+              if [ "$STATE" = "failure" ] || [ "$STATE" = "error" ]; then
+                ANY_FAILED=true
+              fi
+            done
+            
+            if [ "$ALL_SUCCESS" = "true" ]; then
+              echo
+              echo "✅ 所有CI检查通过，自动审批 PR #${PR_NUMBER}"
+              
+              # 先检查是否已有审批，避免重复审批
+              EXISTING=$(curl -s -H "Authorization: token ${REVIEW_TOKEN}" \
+                "${GITHUB_API_URL}/repos/${GITHUB_REPOSITORY}/pulls/${PR_NUMBER}/reviews" \
+                | python3 -c "
+import sys, json
+reviews = json.load(sys.stdin)
+for r in reviews:
+    if r.get('state') == 'APPROVED' and r.get('user',{}).get('login') == 'xiaoxia':
+        print('yes')
+        break
+else:
+    print('no')
+")
+              
+              if [ "$EXISTING" = "yes" ]; then
+                echo "ℹ️  PR #${PR_NUMBER} 已有审批，跳过"
+                exit 0
+              fi
+              
+              # 提交审批
+              HTTP_CODE=$(curl -s -o /tmp/approve_resp.json -w "%{http_code}" \
+                -X POST \
+                -H "Authorization: token ${REVIEW_TOKEN}" \
+                -H "Content-Type: application/json" \
+                -d '{"event": "APPROVE", "body": "CI全绿，自动审批通过。"}' \
+                "${GITHUB_API_URL}/repos/${GITHUB_REPOSITORY}/pulls/${PR_NUMBER}/reviews")
+              
+              echo "审批API HTTP状态: $HTTP_CODE"
+              cat /tmp/approve_resp.json 2>/dev/null || true
+              echo
+              
+              if [ "$HTTP_CODE" = "200" ] || [ "$HTTP_CODE" = "201" ]; then
+                echo "✅ 自动审批成功"
+                exit 0
+              else
+                echo "❌ 自动审批失败"
+                exit 1
+              fi
+            fi
+            
+            if [ "$ANY_FAILED" = "true" ]; then
+              echo
+              echo "❌ CI检查有失败项，不自动审批"
+              exit 0  # 正常退出，不算workflow失败
+            fi
+            
+            sleep 10
+          done
+          
+          echo
+          echo "⏰ 等待超时（20分钟），CI尚未全部完成"
+          exit 0  # 超时也正常退出，不产生告警