Handle Claude refusal without retry

assets/supergrok_proxy.py

@@ -6,7 +6,7 @@ SuperGrok Local Proxy - CLI
   python assets/supergrok_proxy.py login
   python assets/supergrok_proxy.py serve --port 15433
   python assets/supergrok_proxy.py models
-  python assets/supergrok_proxy.py test --model grok-4.3
+  python assets/supergrok_proxy.py test --model grok-4.5
 
 GenericAgent/mykey 配置示例：
   native_oai_config_supergrok_proxy = {

frontends/stapp.py

@@ -88,6 +88,7 @@ def get_controller():
         threading.Thread(target=ag.run, daemon=True).start()
         while True:
             b['ev'].wait(); b['ev'].clear()
+            if ag.llm_no != agent.llm_no: ag.next_llm(agent.llm_no)
             dq = ag.put_task(build_prompt(b['obj']), source="controller")
             while 'done' not in (it := dq.get()): pass
             ms = re.findall(r'<next_prompt>(.*?)</next_prompt>', it['done'], re.S)

llmcore.py

@@ -117,6 +117,10 @@ def auto_make_url(base, path):
     return f"{b}/{p}" if re.search(r'/v\d+(/|$)', b) else f"{b}/v1/{p}"
 
 def _parse_claude_json(data):
+    if data.get("stop_reason") == "refusal":
+        err = "[Error: Claude refusal]"
+        yield err
+        return [{"type": "text", "text": err}]
     content_blocks = data.get("content", [])
     _record_usage(data.get("usage", {}), "messages")
     for b in content_blocks:
@@ -182,6 +186,7 @@ def _parse_claude_sse(resp_lines):
     if not warn:
         if not got_message_stop and not stop_reason: warn = "\n\n[!!! 流异常中断，未收到完整响应 !!!]"
         elif stop_reason == "max_tokens": warn = "\n\n[!!! Response truncated: max_tokens !!!]"
+        elif stop_reason == "refusal": warn = "\n\n[Error: Claude refusal]"
     if current_block:
         if current_block["type"] == "tool_use":
             try: current_block["input"] = json.loads(tool_json_buf) if tool_json_buf else {}