diff --git a/services/generate.go b/services/generate.go
index d597edc..56a15f8 100644
--- a/services/generate.go
+++ b/services/generate.go
@@ -4,6 +4,7 @@ import (
 	"database/sql"
 	"encoding/json"
 	"fmt"
+	"regexp"
 	"strings"
 
 	"github.com/go-git/go-git/v5/plumbing"
@@ -111,7 +112,11 @@ func GeneratePR(db *sql.DB, repoPath, base, head string, userID int64, callback
   "summary": "一段话概述变更内容",
   "details": "详细的变更说明，按模块分组，使用 Markdown 格式",
   "impact": "影响范围说明"
-}`, commitStr, diff)
+}
+
+重要格式要求：
+- details 字段中引用文件名、函数名、变量名等代码标识时，必须用反引号包裹，例如：`+"`services/generate.go`"+`, `+"`GeneratePR()`"+`
+- 直接写出实际的代码名称，不要用任何占位符替代`, commitStr, diff)
 
 	messages := []goopenai.ChatCompletionMessage{
 		{Role: goopenai.ChatMessageRoleUser, Content: prompt},
@@ -130,6 +135,9 @@ func GeneratePR(db *sql.DB, repoPath, base, head string, userID int64, callback
 		return nil, fmt.Errorf("parse PR description: %w (raw: %s)", err, truncateString(fullResponse, 200))
 	}
 
+	// Post-process: convert INLINECODE placeholders back to backtick-enclosed code
+	pr.Details = fixInlineCode(pr.Details)
+
 	// Send structured events
 	if callback != nil {
 		callback("title", map[string]interface{}{"content": pr.Title})
@@ -143,6 +151,16 @@ func GeneratePR(db *sql.DB, repoPath, base, head string, userID int64, callback
 	return &pr, nil
 }
 
+// fixInlineCode converts LLM-generated INLINECODE placeholders back to backtick-enclosed inline code.
+// Some LLMs output INLINECODE0, INLINECODE1, etc. instead of `code` in JSON string values.
+// This wraps them in backticks so the frontend markdown renderer displays them as inline code.
+func fixInlineCode(text string) string {
+	re := regexp.MustCompile(`(?i)INLINECODE[_]?(\d+)`)
+	return re.ReplaceAllStringFunc(text, func(match string) string {
+		return "`" + match + "`"
+	})
+}
+
 func truncateString(s string, maxLen int) string {
 	if len(s) <= maxLen {
 		return s
diff --git a/templates/pages/generate.html b/templates/pages/generate.html
index c930778..393276c 100644
--- a/templates/pages/generate.html
+++ b/templates/pages/generate.html
@@ -67,7 +67,7 @@
                     <p id="pr-impact" class="text-gray-700"></p>
                 </div>
 
-                <div class="mt-6 p-4 bg-gray-50 rounded-md">
+                <div id="markdown-preview" class="mt-6 p-4 bg-gray-50 rounded-md hidden">
                     <label class="block text-sm font-medium text-gray-500 mb-2">Markdown 预览</label>
                     <pre id="pr-markdown" class="whitespace-pre-wrap text-sm text-gray-800 font-mono"></pre>
                 </div>
@@ -213,6 +213,7 @@
             document.getElementById('pr-details').innerHTML = '';
             document.getElementById('pr-impact').textContent = '';
             document.getElementById('pr-markdown').textContent = '';
+            document.getElementById('markdown-preview').classList.add('hidden');
             markdownContent = '';
 
             // Accumulate streaming content
@@ -252,6 +253,10 @@
                     document.getElementById('pr-markdown').textContent = markdownContent;
                 },
                 done() {
+                    // Assemble full markdown from structured fields for copy
+                    markdownContent = buildMarkdown(fields);
+                    document.getElementById('pr-markdown').textContent = markdownContent;
+                    document.getElementById('markdown-preview').classList.remove('hidden');
                     streaming.classList.add('hidden');
                     outputContent.classList.remove('hidden');
                     btn.disabled = false;
@@ -272,18 +277,39 @@
             return Markdown.render(text);
         }
 
+        function buildMarkdown(f) {
+            const parts = [];
+            if (f.title) parts.push(`# ${f.title}`);
+            if (f.type) parts.push(`**类型**: ${f.type}`);
+            if (f.summary) parts.push(`## 摘要\n${f.summary}`);
+            if (f.details) parts.push(`## 详细说明\n${f.details}`);
+            if (f.impact) parts.push(`## 影响\n${f.impact}`);
+            return parts.join('\n\n');
+        }
+
         function copyMarkdown() {
             const markdown = markdownContent || document.getElementById('pr-markdown').textContent;
+            if (!markdown.trim()) {
+                showToast('没有可复制的内容，请先生成 PR 描述', 'warning');
+                return;
+            }
             navigator.clipboard.writeText(markdown).then(() => {
                 showToast('已复制到剪贴板', 'success');
             }).catch(() => {
+                // Fallback for non-HTTPS or permission-denied contexts
                 const textarea = document.createElement('textarea');
                 textarea.value = markdown;
+                textarea.style.position = 'fixed';
+                textarea.style.opacity = '0';
                 document.body.appendChild(textarea);
                 textarea.select();
-                document.execCommand('copy');
+                try {
+                    document.execCommand('copy');
+                    showToast('已复制到剪贴板', 'success');
+                } catch (e) {
+                    showToast('复制失败，请手动选择文本复制', 'error');
+                }
                 document.body.removeChild(textarea);
-                showToast('已复制到剪贴板', 'success');
             });
         }