diff --git a/README.md b/README.md
index f3d702a5..038ccee4 100644
--- a/README.md
+++ b/README.md
@@ -18,15 +18,15 @@ Official dashboard: [polyweather-pro.vercel.app](https://polyweather-pro.vercel.
 mindmap
   root((PolyWeather Pro))
     Data Layer
-      "METAR(Aviation Weather / METAR)"
-      "MGM(Turkey MGM)"
-      "Station 17130(Ankara Center 17130)"
+      [METAR (Aviation Weather / METAR)]
+      [MGM (Turkey MGM)]
+      [Station 17130 (Ankara Center 17130)]
       Open-Meteo
-      "weather.gov(US cities)"
-      "Polymarket(P0 Read-only)"
+      [weather.gov (US cities)]
+      [Polymarket (P0 Read-only)]
     Analysis Layer
-      "DEB(Dynamic Error Balancing)"
-      "Probability Engine(mu + buckets)"
+      [DEB (Dynamic Error Balancing)]
+      [Probability Engine (mu + buckets)]
       Trend Engine
       Risk Profiles
       Mispricing Radar
@@ -36,9 +36,9 @@ mindmap
       Telegram Bot
       Alert Push
     Ops Layer
-      "Docker Compose(VPS backend + bot)"
-      "Vercel(frontend)"
-      "Cache + force_refresh"
+      [Docker Compose (VPS backend + bot)]
+      [Vercel (frontend)]
+      [Cache + force_refresh]
       Speed Insights
 ```
 
diff --git a/README_ZH.md b/README_ZH.md
index fa11a3a6..5992cbcb 100644
--- a/README_ZH.md
+++ b/README_ZH.md
@@ -18,27 +18,27 @@
 mindmap
   root((PolyWeather Pro))
     数据层
-      "METAR(Aviation Weather / METAR)"
-      "MGM(土耳其 MGM)"
-      "安卡拉主站(17130 Center)"
+      [METAR (Aviation Weather / METAR)]
+      [MGM (土耳其 MGM)]
+      [安卡拉主站 (17130 Center)]
       Open-Meteo
-      "weather.gov(美国城市)"
-      "Polymarket(P0 只读)"
+      [weather.gov (美国城市)]
+      [Polymarket (P0 只读)]
     分析层
-      "DEB(动态误差平衡)"
-      "概率引擎(mu + 桶分布)"
+      [DEB (动态误差平衡)]
+      [概率引擎 (mu + 桶分布)]
       趋势引擎
       城市风险档案
       错价雷达
     交付层
       FastAPI
-      "Next.js 仪表盘"
-      "Telegram Bot"
+      [Next.js 仪表盘]
+      [Telegram Bot]
       预警推送
     运维层
-      "Docker Compose(VPS)"
-      "Vercel(前端)"
-      "缓存 + force_refresh"
+      [Docker Compose (VPS)]
+      [Vercel (前端)]
+      [缓存 + force_refresh]
       Speed Insights
 ```
 
diff --git a/docs/API_ZH.md b/docs/API_ZH.md
index 1a595231..b1409ba1 100644
--- a/docs/API_ZH.md
+++ b/docs/API_ZH.md
@@ -23,19 +23,19 @@
 mindmap
   root((PolyWeather API))
     城市列表
-      "GET /api/cities"
+      [GET /api/cities]
     城市主数据
-      "GET /api/city/{name}"
-      "GET /api/city/{name}/summary"
-      "GET /api/city/{name}/detail"
+      [GET /api/city/:name]
+      [GET /api/city/:name/summary]
+      [GET /api/city/:name/detail]
     历史数据
-      "GET /api/history/{name}"
+      [GET /api/history/:name]
     关键对象
       current
       forecast
-      "probabilities(mu + distribution)"
-      multi_model / multi_model_daily
-      "market_scan(P0 只读)"
+      [probabilities (mu + distribution)]
+      [multi_model / multi_model_daily]
+      [market_scan (P0 只读)]
 ```
 
 ---
diff --git a/docs/COMMERCIALIZATION.md b/docs/COMMERCIALIZATION.md
index 888a20fe..02d71a1b 100644
--- a/docs/COMMERCIALIZATION.md
+++ b/docs/COMMERCIALIZATION.md
@@ -25,12 +25,12 @@ mindmap
       Web Dashboard
       VIP Bundle
     Pricing
-      Entry 1 USD
-      Dashboard 5 USD
-      Bundle 5.5 USD
+      [Entry 1 USD]
+      [Dashboard 5 USD]
+      [Bundle 5.5 USD]
     Access Control
-      "Manual activation(P1)"
-      "Wallet/USDC detection(P2)"
+      [Manual activation (P1)]
+      [Wallet/USDC detection (P2)]
       Entitlement middleware
     Growth
       Accuracy reports