diff --git a/scripts/debug_render.py b/scripts/debug_render.py
index b7f449f..a794851 100644
--- a/scripts/debug_render.py
+++ b/scripts/debug_render.py
@@ -125,8 +125,8 @@ class MockConfigManager:
     def get_html_base_url(self) -> str:
         return ""
 
-    def get_t2i_font_source(self) -> str:
-        return "Overseas"
+    def get_t2i_atri_font_mirror(self) -> str:
+        return "https://tc.ciallo.ccwu.cc"
 
     def get_t2i_google_fonts_mirror(self) -> str:
         return "https://fonts.googleapis.com"
@@ -134,8 +134,8 @@ class MockConfigManager:
     def get_t2i_gstatic_mirror(self) -> str:
         return "https://fonts.gstatic.com"
 
-    def get_t2i_atri_font_mirror(self) -> str:
-        return "https://tc.ciallo.ccwu.cc"
+    def get_t2i_font_source(self) -> str:
+        return "Overseas"
 
     def get_t2i_rendering_strategies(self) -> list:
         return []
@@ -325,6 +325,13 @@ async def debug_render(
         "image_template.html", **render_payload
     )
 
+    # 复用最终 HTML 中所有内联头像资源，并注入复用样式
+    final_html = generator._reuse_avatars_in_final_html(
+        final_html,
+        render_payload.get("avatar_reuse_registry", {}),
+        render_payload.get("avatar_reuse_aliases", {}),
+    )
+
     # 6. Save to file
     output_path = Path(output_file)
     output_path.write_text(final_html, encoding="utf-8")
diff --git a/src/infrastructure/reporting/generators.py b/src/infrastructure/reporting/generators.py
index 4a7f020..5bdb7e3 100644
--- a/src/infrastructure/reporting/generators.py
+++ b/src/infrastructure/reporting/generators.py
@@ -730,8 +730,16 @@ class ReportGenerator(IReportGenerator):
                 }
             )
 
+        # 通用模板上下文，包含可能被子模板引用的全局配置
+        common_context = {
+            "t2i_font_source": self.config_manager.get_t2i_font_source(),
+            "t2i_google_fonts_mirror": self.config_manager.get_t2i_google_fonts_mirror(),
+            "t2i_gstatic_mirror": self.config_manager.get_t2i_gstatic_mirror(),
+            "t2i_atri_font_mirror": self.config_manager.get_t2i_atri_font_mirror(),
+        }
+
         topics_html = self.html_templates.render_template(
-            "topic_item.html", topics=topics_list
+            "topic_item.html", topics=topics_list, **common_context
         )
         logger.info(f"话题HTML生成完成，长度: {len(topics_html)}")
 
@@ -766,7 +774,7 @@ class ReportGenerator(IReportGenerator):
             titles_list.append(title_data)
 
         titles_html = self.html_templates.render_template(
-            "user_title_item.html", titles=titles_list
+            "user_title_item.html", titles=titles_list, **common_context
         )
         logger.info(f"用户称号HTML生成完成，长度: {len(titles_html)}")
 
@@ -813,7 +821,7 @@ class ReportGenerator(IReportGenerator):
             )
 
         quotes_html = self.html_templates.render_template(
-            "quote_item.html", quotes=quotes_list
+            "quote_item.html", quotes=quotes_list, **common_context
         )
         logger.info(f"金句HTML生成完成，长度: {len(quotes_html)}")
 
@@ -822,7 +830,7 @@ class ReportGenerator(IReportGenerator):
             activity_viz.hourly_activity
         )
         hourly_chart_html = self.html_templates.render_template(
-            chart_template, chart_data=chart_data
+            chart_template, chart_data=chart_data, **common_context
         )
         logger.info(f"活跃度图表HTML生成完成，长度: {len(hourly_chart_html)}")
 
@@ -853,7 +861,7 @@ class ReportGenerator(IReportGenerator):
                 review_data = chat_quality_review
 
             chat_quality_html = self.html_templates.render_template(
-                "chat_quality_item.html", **review_data
+                "chat_quality_item.html", **review_data, **common_context
             )
             logger.info(f"聊天质量锐评HTML生成完成，长度: {len(chat_quality_html)}")
 
diff --git a/src/infrastructure/reporting/templates/ATRI/quote_item.html b/src/infrastructure/reporting/templates/ATRI/quote_item.html
index b213bc1..711f7f3 100644
--- a/src/infrastructure/reporting/templates/ATRI/quote_item.html
+++ b/src/infrastructure/reporting/templates/ATRI/quote_item.html
@@ -1,8 +1,8 @@
-{% set quote_emojis = [
-    '{{ t2i_atri_font_mirror }}/file/1775132814629_1774881270686_爱心.gif',
-    '{{ t2i_atri_font_mirror }}/file/1775132815504_1774881268554_可爱.gif',
-    '{{ t2i_atri_font_mirror }}/file/1775132809943_1774881264350_睡觉.gif',
-    '{{ t2i_atri_font_mirror }}/file/1775175892953_1774881267664_舔屏幕.gif'
+{% set quote_emojis = [
+    t2i_atri_font_mirror ~ '/file/1775132814629_1774881270686_爱心.gif',
+    t2i_atri_font_mirror ~ '/file/1775132815504_1774881268554_可爱.gif',
+    t2i_atri_font_mirror ~ '/file/1775132809943_1774881264350_睡觉.gif',
+    t2i_atri_font_mirror ~ '/file/1775175892953_1774881267664_舔屏幕.gif'
 ] %}
 {% for quote in quotes %}
 <div class="quote-wrapper">
diff --git a/src/infrastructure/reporting/templates/ATRI/topic_item.html b/src/infrastructure/reporting/templates/ATRI/topic_item.html
index 87afb2f..cd3d279 100644
--- a/src/infrastructure/reporting/templates/ATRI/topic_item.html
+++ b/src/infrastructure/reporting/templates/ATRI/topic_item.html
@@ -1,9 +1,9 @@
-{% set topic_emojis = [
-'{{ t2i_atri_font_mirror }}/file/1775132804506_1774881263342_观察.gif',
-'{{ t2i_atri_font_mirror }}/file/1775132805081_1774881262835_疑惑.gif',
-'{{ t2i_atri_font_mirror }}/file/1775132815504_1774881268554_可爱.gif',
-'{{ t2i_atri_font_mirror }}/file/1775132817115_1774881269400_可爱-1.gif',
-'{{ t2i_atri_font_mirror }}/file/1775132805485_1774881263748_可爱-3.gif'
+{% set topic_emojis = [
+    t2i_atri_font_mirror ~ '/file/1775132804506_1774881263342_观察.gif',
+    t2i_atri_font_mirror ~ '/file/1775132805081_1774881262835_疑惑.gif',
+    t2i_atri_font_mirror ~ '/file/1775132815504_1774881268554_可爱.gif',
+    t2i_atri_font_mirror ~ '/file/1775132817115_1774881269400_可爱-1.gif',
+    t2i_atri_font_mirror ~ '/file/1775132805485_1774881263748_可爱-3.gif'
 ] %}
 {% set topic_rank_colors = [
 {'bg': 'linear-gradient(135deg, #a9d8ff 0%, #8fc5ff 48%, #8aaeff 100%)', 'text': '#ffffff', 'shadow': 'rgba(126, 177,
diff --git a/src/infrastructure/reporting/templates/ATRI/user_title_item.html b/src/infrastructure/reporting/templates/ATRI/user_title_item.html
index 7521d75..2ce9010 100644
--- a/src/infrastructure/reporting/templates/ATRI/user_title_item.html
+++ b/src/infrastructure/reporting/templates/ATRI/user_title_item.html
@@ -1,8 +1,8 @@
-{% set title_emojis = [
-    '{{ t2i_atri_font_mirror }}/file/1775132813334_1774881267181_得意.gif',
-    '{{ t2i_atri_font_mirror }}/file/1775132808652_1774881267385_得意-1.gif',
-    '{{ t2i_atri_font_mirror }}/file/1775132804506_1774881263342_观察.gif',
-    '{{ t2i_atri_font_mirror }}/file/1775132811492_1774881264336_不要.gif'
+{% set title_emojis = [
+    t2i_atri_font_mirror ~ '/file/1775132813334_1774881267181_得意.gif',
+    t2i_atri_font_mirror ~ '/file/1775132808652_1774881267385_得意-1.gif',
+    t2i_atri_font_mirror ~ '/file/1775132804506_1774881263342_观察.gif',
+    t2i_atri_font_mirror ~ '/file/1775132811492_1774881264336_不要.gif'
 ] %}
 {% set title_badge_colors = [
     {'bg': 'linear-gradient(135deg, #ffcadf 0%, #ffc1cc 45%, #ffd9b8 100%)', 'text': '#b85c7b', 'shadow': 'rgba(255, 177, 203, 0.28)', 'border': 'rgba(255, 184, 210, 0.72)'},