chore(code): local changes before merge

Author: claude

Cargo.lock

@@ -29,3 +29,16 @@ Examples:
 - "帮我实现这个功能" → GeneralPurpose
 - "帮我找一下用户模型的代码在哪里" → Explore
 - "帮我检查一下这个 bug" → Verification
+- "这个函数报错了，帮我看看" → Verification
+- "用户模块的代码在哪个文件" → Explore
+- "帮我实现一个缓存机制" → GeneralPurpose
+- "帮我完成这个剩下的部分" → GeneralPurpose
+- "帮我写一个测试用例" → GeneralPurpose
+- "帮我写一个 API 接口" → GeneralPurpose
+- "帮我做一个用户登录功能" → GeneralPurpose
+- "这个配置在哪" → Explore
+- "数据库连接字符串在哪里" → Explore
+- "这个变量怎么找" → Explore
+- "为什么这个接口报 500 错误" → Verification
+- "帮我修一下这个 bug" → Verification
+- "帮我解决登录失败的问题" → Verification

core/prompts/intent_classify_system.md

@@ -308,6 +308,13 @@ impl AgentStyle {
     /// consider using [`detect_with_llm`](AgentStyle::detect_with_llm) for
     /// more accurate classification.
     pub fn detect_with_confidence(message: &str) -> (Self, DetectionConfidence) {
+        // Chinese text has high ambiguity in intent classification due to
+        // compound verb structures and context-dependent meaning.
+        // Bypass keyword matching entirely and route to LLM classification.
+        if message.chars().any(|c| c >= '\u{4e00}' && c <= '\u{9fff}') {
+            return (AgentStyle::GeneralPurpose, DetectionConfidence::Low);
+        }
+
         let lower = message.to_lowercase();
 
         // === HIGH CONFIDENCE: Very specific patterns ===
@@ -327,10 +334,6 @@ impl AgentStyle {
             || lower.contains("create a plan")
             || lower.contains("implementation plan")
             || lower.contains("step-by-step plan")
-            || lower.contains("帮我规划")
-            || lower.contains("帮我设计")
-            || lower.contains("架构设计")
-            || lower.contains("系统设计")
         {
             return (AgentStyle::Plan, DetectionConfidence::High);
         }
@@ -361,10 +364,6 @@ impl AgentStyle {
             || lower.contains("design")
             || lower.contains("architecture")
             || lower.contains("approach")
-            || lower.contains("规划")
-            || lower.contains("设计")
-            || lower.contains("架构")
-            || lower.contains("方案")
         {
             return (AgentStyle::Plan, DetectionConfidence::Medium);
         }
@@ -910,14 +909,6 @@ mod tests {
             AgentStyle::detect_from_message("What's the implementation approach?"),
             AgentStyle::Plan
         );
-        assert_eq!(
-            AgentStyle::detect_from_message("帮我设计一个Agent as a Service 平台"),
-            AgentStyle::Plan
-        );
-        assert_eq!(
-            AgentStyle::detect_from_message("请给我一个系统设计方案"),
-            AgentStyle::Plan
-        );
     }
 
     #[test]