Upgrade default Claude Opus model to 4.8

Bump the default Opus route/model from claude-opus-4-7 to claude-opus-4-8
across provider presets (claude, claudeDesktop, hermes, openclaw, opencode,
universal), i18n locales (zh/en/ja/zh-TW), pricing seed data, and the
user-manual docs.

- Add claude-opus-4-8 pricing row ($5/$25/$0.50/$6.25); keep the 4-7 row
  for historical usage stats (seeded via INSERT OR IGNORE).
- Claude Desktop proxy: accept bidirectional opus 4-7 <-> 4-8 route alias
  during rollout so previously saved routes keep resolving.
- thinking_optimizer: route opus-4-8 through adaptive thinking and normalize
  dotted model ids (also fixes dotted 4-6/4-7 falling back to legacy).
- usage_stats: normalize Bedrock/Vertex/aggregator opus-4-8 ids to base
  pricing.

Also merge role:"system" messages into the Gemini systemInstruction in the
Anthropic->Gemini transform.

src-tauri/src/proxy/providers/copilot_model_map.rs

@@ -324,14 +324,14 @@ mod tests {
 
     #[test]
     fn resolve_falls_back_to_highest_family_version() {
-        // 用户请求 opus 4.7 但 Copilot 账号只有 opus 4.6
+        // 用户请求 opus 4.8 但 Copilot 账号只有 opus 4.6
         let models = vec![
             model("claude-opus-4.5"),
             model("claude-opus-4.6"),
             model("claude-sonnet-4.6"),
         ];
         assert_eq!(
-            resolve_against_models("claude-opus-4.7", &models),
+            resolve_against_models("claude-opus-4.8", &models),
             Some("claude-opus-4.6".to_string())
         );
     }

src-tauri/src/proxy/providers/transform_gemini.rs

@@ -57,11 +57,17 @@ pub fn anthropic_to_gemini_with_shadow(
         .map(|snapshot| snapshot.turns)
         .unwrap_or_default();
 
-    if let Some(system) = build_system_instruction(body.get("system"))? {
+    let messages = body.get("messages").and_then(|value| value.as_array());
+
+    let system_instruction = build_system_instruction(
+        body.get("system"),
+        messages.map(|messages| messages.as_slice()),
+    )?;
+    if let Some(system) = system_instruction {
         result["systemInstruction"] = system;
     }
 
-    if let Some(messages) = body.get("messages").and_then(|value| value.as_array()) {
+    if let Some(messages) = messages {
         result["contents"] = json!(convert_messages_to_contents(messages, &shadow_turns)?);
     }
 
@@ -269,31 +275,26 @@ pub fn extract_gemini_model(body: &Value) -> Option<&str> {
     body.get("model").and_then(|value| value.as_str())
 }
 
-fn build_system_instruction(system: Option<&Value>) -> Result<Option<Value>, ProxyError> {
-    let Some(system) = system else {
-        return Ok(None);
-    };
+fn build_system_instruction(
+    system: Option<&Value>,
+    messages: Option<&[Value]>,
+) -> Result<Option<Value>, ProxyError> {
+    let mut texts = Vec::new();
 
-    if let Some(text) = system.as_str() {
-        if text.is_empty() {
-            return Ok(None);
-        }
-        return Ok(Some(json!({
-            "parts": [{ "text": text }]
-        })));
+    if let Some(system) = system {
+        collect_system_texts(system, &mut texts)?;
     }
 
-    let Some(blocks) = system.as_array() else {
-        return Err(ProxyError::TransformError(
-            "Anthropic system must be a string or an array".to_string(),
-        ));
-    };
-
-    let texts: Vec<&str> = blocks
-        .iter()
-        .filter_map(|block| block.get("text").and_then(|value| value.as_str()))
-        .filter(|text| !text.is_empty())
-        .collect();
+    if let Some(messages) = messages {
+        for message in messages {
+            if message.get("role").and_then(|value| value.as_str()) != Some("system") {
+                continue;
+            }
+            if let Some(content) = message.get("content") {
+                collect_system_texts(content, &mut texts)?;
+            }
+        }
+    }
 
     if texts.is_empty() {
         return Ok(None);
@@ -304,6 +305,31 @@ fn build_system_instruction(system: Option<&Value>) -> Result<Option<Value>, Pro
     })))
 }
 
+fn collect_system_texts(value: &Value, texts: &mut Vec<String>) -> Result<(), ProxyError> {
+    if let Some(text) = value.as_str() {
+        if !text.is_empty() {
+            texts.push(text.to_string());
+        }
+        return Ok(());
+    }
+
+    let Some(blocks) = value.as_array() else {
+        return Err(ProxyError::TransformError(
+            "Anthropic system must be a string or an array".to_string(),
+        ));
+    };
+
+    texts.extend(
+        blocks
+            .iter()
+            .filter_map(|block| block.get("text").and_then(|value| value.as_str()))
+            .filter(|text| !text.is_empty())
+            .map(ToString::to_string),
+    );
+
+    Ok(())
+}
+
 fn build_generation_config(body: &Value) -> Option<Value> {
     let mut config = Map::new();
 
@@ -383,6 +409,9 @@ fn convert_messages_to_contents(
             .get("role")
             .and_then(|value| value.as_str())
             .unwrap_or("user");
+        if role == "system" {
+            continue;
+        }
 
         let gemini_role = if role == "assistant" { "model" } else { "user" };
 
@@ -1149,6 +1178,32 @@ mod tests {
         assert_eq!(result["generationConfig"]["maxOutputTokens"], 128);
     }
 
+    #[test]
+    fn anthropic_to_gemini_merges_system_messages_into_system_instruction() {
+        let input = json!({
+            "model": "gemini-3-pro",
+            "system": [{ "type": "text", "text": "Top level system." }],
+            "messages": [
+                { "role": "system", "content": "Message system." },
+                {
+                    "role": "system",
+                    "content": [{ "type": "text", "text": "Block system." }]
+                },
+                { "role": "user", "content": "Hello" }
+            ]
+        });
+
+        let result = anthropic_to_gemini(input).unwrap();
+
+        assert_eq!(
+            result["systemInstruction"]["parts"][0]["text"],
+            "Top level system.\n\nMessage system.\n\nBlock system."
+        );
+        assert_eq!(result["contents"].as_array().unwrap().len(), 1);
+        assert_eq!(result["contents"][0]["role"], "user");
+        assert_eq!(result["contents"][0]["parts"][0]["text"], "Hello");
+    }
+
     #[test]
     fn anthropic_to_gemini_maps_tools_and_tool_results() {
         let input = json!({

src-tauri/src/proxy/thinking_optimizer.rs

@@ -7,7 +7,7 @@ use serde_json::{json, Value};
 ///
 /// 三路径分发：
 /// - skip: haiku 模型直接跳过
-/// - adaptive: opus-4-7 / opus-4-6 / sonnet-4-6 使用 adaptive thinking
+/// - adaptive: opus-4-8 / opus-4-7 / opus-4-6 / sonnet-4-6 使用 adaptive thinking
 /// - legacy: 其他模型注入 enabled thinking + budget_tokens
 pub fn optimize(body: &mut Value, config: &OptimizerConfig) {
     if !config.thinking_optimizer {
@@ -24,7 +24,7 @@ pub fn optimize(body: &mut Value, config: &OptimizerConfig) {
         return;
     }
 
-    if model.contains("opus-4-7") || model.contains("opus-4-6") || model.contains("sonnet-4-6") {
+    if uses_adaptive_thinking(&model) {
         log::info!("[OPT] thinking: adaptive({model})");
         body["thinking"] = json!({"type": "adaptive"});
         body["output_config"] = json!({"effort": "max"});
@@ -73,6 +73,13 @@ pub fn optimize(body: &mut Value, config: &OptimizerConfig) {
     }
 }
 
+fn uses_adaptive_thinking(model: &str) -> bool {
+    let normalized = model.replace('.', "-");
+    ["opus-4-8", "opus-4-7", "opus-4-6", "sonnet-4-6"]
+        .iter()
+        .any(|needle| normalized.contains(needle))
+}
+
 /// 追加 beta 标识到 anthropic_beta 数组（去重）
 fn append_beta(body: &mut Value, beta: &str) {
     match body.get_mut("anthropic_beta") {
@@ -114,6 +121,24 @@ mod tests {
         }
     }
 
+    #[test]
+    fn test_adaptive_opus_4_8() {
+        let mut body = json!({
+            "model": "anthropic/claude-opus-4.8",
+            "max_tokens": 16384,
+            "thinking": {"type": "enabled", "budget_tokens": 8000},
+            "messages": [{"role": "user", "content": "hello"}]
+        });
+
+        optimize(&mut body, &enabled_config());
+
+        assert_eq!(body["thinking"]["type"], "adaptive");
+        assert!(body["thinking"].get("budget_tokens").is_none());
+        assert_eq!(body["output_config"]["effort"], "max");
+        let betas = body["anthropic_beta"].as_array().unwrap();
+        assert!(betas.iter().any(|v| v == "context-1m-2025-08-07"));
+    }
+
     #[test]
     fn test_adaptive_opus_4_6() {
         let mut body = json!({