diff --git a/services/review.go b/services/review.go
index 8063075..b2c7cba 100644
--- a/services/review.go
+++ b/services/review.go
@@ -287,9 +287,9 @@ func GenerateReview(db *sql.DB, repoPath, base, head string, topN, concurrency i
   "score": 7,
   "overall": "总体评价（2-3 句话）",
   "findings": "按严重程度排序的主要发现汇总",
-  "recommendations": "改进建议优先级列表"
+  "recommendations": "改进建议，用换行分隔多条建议"
 }
-请用中文回复。`, strings.Join(reviewParts, "\n\n"))
+注意：所有字段必须是字符串类型，不要使用数组。请用中文回复。`, strings.Join(reviewParts, "\n\n"))
 
 		messages := []goopenai.ChatCompletionMessage{
 			{Role: goopenai.ChatMessageRoleUser, Content: summaryPrompt},
@@ -299,20 +299,52 @@ func GenerateReview(db *sql.DB, repoPath, base, head string, topN, concurrency i
 		if err == nil {
 			jsonStr := extractJSON(summaryResponse)
 			if json.Unmarshal([]byte(jsonStr), &summary) == nil {
-				summaryText := fmt.Sprintf("整体评分: %d/10\n\n%s", summary.Score, summary.Overall)
-				if summary.Findings != "" {
-					summaryText += "\n\n**主要发现:**\n" + summary.Findings
-				}
-				if summary.Recommendations != "" {
-					summaryText += "\n\n**改进建议:**\n" + summary.Recommendations
-				}
 				if callback != nil {
-					callback("summary", map[string]interface{}{"content": summaryText})
+					callback("summary", map[string]interface{}{
+						"score":          summary.Score,
+						"overall":        summary.Overall,
+						"findings":       summary.Findings,
+						"recommendations": summary.Recommendations,
+					})
 				}
 			} else {
-				// If parsing fails, send raw response as summary
-				if callback != nil {
-					callback("summary", map[string]interface{}{"content": summaryResponse})
+				// Try flexible parsing (handle recommendations as array)
+				var raw map[string]json.RawMessage
+				if json.Unmarshal([]byte(jsonStr), &raw) == nil {
+					var flexible struct {
+						Score   int    `json:"score"`
+						Overall string `json:"overall"`
+						Findings string `json:"findings"`
+					}
+					json.Unmarshal(raw["score"], &flexible.Score)
+					json.Unmarshal(raw["overall"], &flexible.Overall)
+					json.Unmarshal(raw["findings"], &flexible.Findings)
+
+					recommendations := ""
+					if rec, ok := raw["recommendations"]; ok {
+						var arr []string
+						if json.Unmarshal(rec, &arr) == nil {
+							recommendations = strings.Join(arr, "\n")
+						} else {
+							var s string
+							json.Unmarshal(rec, &s)
+							recommendations = s
+						}
+					}
+
+					if callback != nil {
+						callback("summary", map[string]interface{}{
+							"score":          flexible.Score,
+							"overall":        flexible.Overall,
+							"findings":       flexible.Findings,
+							"recommendations": recommendations,
+						})
+					}
+				} else {
+					// If all parsing fails, send raw response as summary
+					if callback != nil {
+						callback("summary", map[string]interface{}{"content": summaryResponse})
+					}
 				}
 			}
 		} else {
diff --git a/templates/pages/repo.html b/templates/pages/repo.html
index 966440c..6d0339e 100644
--- a/templates/pages/repo.html
+++ b/templates/pages/repo.html
@@ -427,6 +427,34 @@
             }
         }
 
+        // ── Utilities ────────────────────────────────────────────────
+        function escapeHtml(text) {
+            if (!text) return '';
+            return String(text)
+                .replace(/&/g, '&')
+                .replace(/</g, '&lt;')
+                .replace(/>/g, '&gt;')
+                .replace(/"/g, '&quot;');
+        }
+
+        function renderSummaryHtml(data) {
+            let html = '<div class="space-y-3">';
+            const score = data.score || 0;
+            const scoreColor = score >= 7 ? 'bg-green-100 text-green-800' : score >= 4 ? 'bg-yellow-100 text-yellow-800' : 'bg-red-100 text-red-800';
+            html += `<div class="flex items-center gap-2"><span class="text-sm font-medium text-gray-600">整体评分</span><span class="px-2 py-0.5 rounded-full text-xs font-semibold ${scoreColor}">${score}/10</span></div>`;
+            if (data.overall) {
+                html += `<div><span class="text-sm font-medium text-gray-600">总体评价</span><p class="mt-1 text-sm text-gray-800">${escapeHtml(data.overall)}</p></div>`;
+            }
+            if (data.findings) {
+                html += `<div><span class="text-sm font-medium text-gray-600">主要发现</span><p class="mt-1 text-sm text-gray-800">${escapeHtml(data.findings)}</p></div>`;
+            }
+            if (data.recommendations) {
+                html += `<div><span class="text-sm font-medium text-gray-600">改进建议</span><p class="mt-1 text-sm text-gray-800">${escapeHtml(data.recommendations)}</p></div>`;
+            }
+            html += '</div>';
+            return html;
+        }
+
         // ── Inline AI Review ────────────────────────────────────────
 
         let inlineReviewSSE = null;
@@ -476,7 +504,12 @@
                     inlineSuggestions.push(data);
                 },
                 summary(data) {
-                    document.getElementById('review-summary-content').innerHTML = renderInlineMarkdown(data.content || '');
+                    const el = document.getElementById('review-summary-content');
+                    if (data.score !== undefined) {
+                        el.innerHTML = renderSummaryHtml(data);
+                    } else {
+                        el.innerHTML = renderInlineMarkdown(data.content || '');
+                    }
                     document.getElementById('review-progress-bar').style.width = '90%';
                 },
                 done() {
diff --git a/templates/pages/review.html b/templates/pages/review.html
index bdcf956..3165518 100644
--- a/templates/pages/review.html
+++ b/templates/pages/review.html
@@ -126,6 +126,34 @@
         let fileReviews = {};
         let currentAnalysisId = null;
 
+        // ── Utilities ────────────────────────────────────────────────
+        function escapeHtml(text) {
+            if (!text) return '';
+            return String(text)
+                .replace(/&/g, '&amp;')
+                .replace(/</g, '&lt;')
+                .replace(/>/g, '&gt;')
+                .replace(/"/g, '&quot;');
+        }
+
+        function renderSummaryHtml(data) {
+            let html = '<div class="space-y-3">';
+            const score = data.score || 0;
+            const scoreColor = score >= 7 ? 'bg-green-100 text-green-800' : score >= 4 ? 'bg-yellow-100 text-yellow-800' : 'bg-red-100 text-red-800';
+            html += `<div class="flex items-center gap-2"><span class="text-sm font-medium text-gray-600">整体评分</span><span class="px-2 py-0.5 rounded-full text-xs font-semibold ${scoreColor}">${score}/10</span></div>`;
+            if (data.overall) {
+                html += `<div><span class="text-sm font-medium text-gray-600">总体评价</span><p class="mt-1 text-sm text-gray-800">${escapeHtml(data.overall)}</p></div>`;
+            }
+            if (data.findings) {
+                html += `<div><span class="text-sm font-medium text-gray-600">主要发现</span><p class="mt-1 text-sm text-gray-800">${escapeHtml(data.findings)}</p></div>`;
+            }
+            if (data.recommendations) {
+                html += `<div><span class="text-sm font-medium text-gray-600">改进建议</span><p class="mt-1 text-sm text-gray-800">${escapeHtml(data.recommendations)}</p></div>`;
+            }
+            html += '</div>';
+            return html;
+        }
+
         // Load refs on page load
         async function loadRefs() {
             try {
@@ -310,7 +338,12 @@
                     }
                 },
                 summary(data) {
-                    document.getElementById('summary-content').innerHTML = renderMarkdown(data.content || '');
+                    const el = document.getElementById('summary-content');
+                    if (data.score !== undefined) {
+                        el.innerHTML = renderSummaryHtml(data);
+                    } else {
+                        el.innerHTML = renderMarkdown(data.content || '');
+                    }
                     document.getElementById('progress-bar').style.width = '90%';
                     document.getElementById('progress-text').textContent = '生成总结...';
                 },
@@ -497,13 +530,7 @@
 
                 // Render summary
                 const summary = result.summary || {};
-                let summaryText = '';
-                if (summary.score) summaryText += `整体评分: ${summary.score}/10\n\n`;
-                if (summary.overall) summaryText += summary.overall;
-                if (summary.findings) summaryText += '\n\n**主要发现:**\n' + summary.findings;
-                if (summary.recommendations) summaryText += '\n\n**改进建议:**\n' + summary.recommendations;
-
-                document.getElementById('summary-content').innerHTML = renderMarkdown(summaryText);
+                document.getElementById('summary-content').innerHTML = renderSummaryHtml(summary);
 
                 // Clear and rebuild card view
                 document.getElementById('file-reviews').innerHTML = '';