diff --git a/wwwroot/api/agent_chat.dspy b/wwwroot/api/agent_chat.dspy
index 9a07adf..2ead1c9 100644
--- a/wwwroot/api/agent_chat.dspy
+++ b/wwwroot/api/agent_chat.dspy
@@ -129,8 +129,22 @@ if action == 'send_message':
             elif t == 'confirm':
                 _tool = data.get('tool', '')
                 _params = data.get('params', {}) or {}
-                _cmd = _params.get('command', '') if isinstance(_params, dict) else ''
-                yield json.dumps({"content": "⚠️ 需要你确认执行命令：`" + str(_cmd)[:120] + "`\n请回复「确认」执行、「全部确认」本会话不再询问，或「取消」放弃。"}, ensure_ascii=False) + '\n'
+                # 确认框摘要（2026-09-05 修复）：旧实现只取 command 字段（run_command 专用），
+                # 其他工具（apply_llm_config 等参数叫 spec）显示为空命令，用户被迫盲确认。
+                # 改为显示工具名 + 关键参数摘要（use_last_extract/overrides/url/model_name 等），
+                # 大字段（spec/doc_text）只显长度不显内容。
+                _brief = []
+                if isinstance(_params, dict):
+                    for _k in ('command', 'url', 'model_name', 'use_last_extract', 'overrides', 'task_ref'):
+                        if _k in _params and str(_params.get(_k) or '') != '':
+                            _v = _params.get(_k)
+                            _vs = _v if isinstance(_v, str) else json.dumps(_v, ensure_ascii=False)
+                            _brief.append("%s=%s" % (_k, _vs[:80]))
+                    for _k in ('spec', 'doc_text'):
+                        if _params.get(_k):
+                            _brief.append("%s=<%d字符>" % (_k, len(str(_params.get(_k)))))
+                _summary = '，'.join(_brief) if _brief else '(无参数)'
+                yield json.dumps({"content": "⚠️ 需要你确认执行工具：**" + str(_tool) + "**\n参数：" + _summary[:300] + "\n请回复「确认」执行、「全部确认」本会话不再询问，或「取消」放弃。"}, ensure_ascii=False) + '\n'
             elif t == 'error':
                 yield json.dumps({"error": data.get('message', '')}, ensure_ascii=False) + '\n'
             else:
diff --git a/wwwroot/api/agent_chat_generic.dspy b/wwwroot/api/agent_chat_generic.dspy
index 3960120..1001585 100644
--- a/wwwroot/api/agent_chat_generic.dspy
+++ b/wwwroot/api/agent_chat_generic.dspy
@@ -80,8 +80,19 @@ if action == 'send_message':
             elif t == 'confirm':
                 _tool = data.get('tool', '')
                 _params = data.get('params', {}) or {}
-                _cmd = _params.get('command', '') if isinstance(_params, dict) else ''
-                yield json.dumps({"content": "⚠️ 需要你确认执行命令：`" + str(_cmd)[:120] + "`\n请回复「确认」执行、「全部确认」本会话不再询问，或「取消」放弃。"}, ensure_ascii=False) + '\n'
+                # 确认框摘要（2026-09-05 修复，同 agent_chat.dspy）：不再只显示 command 字段
+                _brief = []
+                if isinstance(_params, dict):
+                    for _k in ('command', 'url', 'model_name', 'use_last_extract', 'overrides', 'task_ref'):
+                        if _k in _params and str(_params.get(_k) or '') != '':
+                            _v = _params.get(_k)
+                            _vs = _v if isinstance(_v, str) else json.dumps(_v, ensure_ascii=False)
+                            _brief.append("%s=%s" % (_k, _vs[:80]))
+                    for _k in ('spec', 'doc_text'):
+                        if _params.get(_k):
+                            _brief.append("%s=<%d字符>" % (_k, len(str(_params.get(_k)))))
+                _summary = '，'.join(_brief) if _brief else '(无参数)'
+                yield json.dumps({"content": "⚠️ 需要你确认执行工具：**" + str(_tool) + "**\n参数：" + _summary[:300] + "\n请回复「确认」执行、「全部确认」本会话不再询问，或「取消」放弃。"}, ensure_ascii=False) + '\n'
             elif t == 'error':
                 yield json.dumps({"error": data.get('message', '')}, ensure_ascii=False) + '\n'
             else: