尝试重新思考得更短

2026-08-23 22:34:30 +02:00
parent 8e6d245c1c
commit f33a6829e8
9 changed files with 960 additions and 25 deletions
@@ -364,6 +364,7 @@ namespace AnotherReplayReader
                        OnChunk,
                        _linkedCts.Token);
                    UpdateTokenDisplay(overviewResult);
+                    ReportReasoningGuardResult(overviewResult);
                    _overview = OverviewParser.Parse(overviewResult.Response);
                    _overviewNarrative = _overview.Narrative;
                    AppendLog(
@@ -490,6 +491,7 @@ namespace AnotherReplayReader
                        OnChunk,
                        _linkedCts.Token);
                    UpdateTokenDisplay(segmentResult);
+                    ReportReasoningGuardResult(segmentResult);
                    segmentResponse = segmentResult.Response;

                    if (backqueryCount >= maxBackqueriesPerSegment)
@@ -582,6 +584,7 @@ namespace AnotherReplayReader
                        _suppressDisplay = false;
                    }
                    UpdateTokenDisplay(revisionResult);
+                    ReportReasoningGuardResult(revisionResult);

                    if (string.IsNullOrWhiteSpace(revisionResult.Response))
                    {
@@ -675,6 +678,7 @@ namespace AnotherReplayReader
                _linkedCts.Token);

            UpdateTokenDisplay(result);
+            ReportReasoningGuardResult(result);

            // 总结轮回查：允许模型请求一次远处原始区间，作为同一会话的追加输入。
            if (_replayData is null)
@@ -727,6 +731,7 @@ namespace AnotherReplayReader
                OnChunk,
                _linkedCts.Token);
            UpdateTokenDisplay(finalSummary);
+            ReportReasoningGuardResult(finalSummary);
            AppendLog("总结完成", "已根据回查区间补充最终总结。", false);
        }

@@ -752,7 +757,9 @@ namespace AnotherReplayReader
            var total = 0;
            foreach (var message in messages)
            {
-                total += AiContextBudget.EstimateTokens(message.Content);
+                total += AiContextBudget.EstimateTokens(message.Content ?? string.Empty);
+                total += AiContextBudget.EstimateTokens(
+                    message.ReasoningContent ?? string.Empty);
            }
            var check = AiContextBudget.CheckRequestUsage(
                total, requestContext.Provider, requestContext.Model);
@@ -806,6 +813,44 @@ namespace AnotherReplayReader
            _chunkQueue.Enqueue((chunk, DateTimeOffset.UtcNow));
        }

+        private void ReportReasoningGuardResult(AIAnalyze.Result result)
+        {
+            if (!result.ReasoningInterrupted
+                && !result.ContinuationApplied
+                && string.IsNullOrWhiteSpace(result.ReasoningContinuationError))
+            {
+                return;
+            }
+
+            if (!string.IsNullOrWhiteSpace(result.ReasoningContinuationError))
+            {
+                AppendLog("推理保护警告", result.ReasoningContinuationError, false);
+            }
+            else if (result.ContinuationApplied)
+            {
+                AppendLog("推理保护", "已请求 AI 尽快收尾，并完成最终回答。", false);
+            }
+            else if (result.ReasoningInterrupted)
+            {
+                AppendLog("推理保护", "检测到推理内容超限，正在处理续写结果。", false);
+            }
+
+            if (!string.IsNullOrWhiteSpace(result.ReasoningOriginalRequestJson))
+            {
+                AppendLog(
+                    "推理保护：首次请求消息",
+                    result.ReasoningOriginalRequestJson,
+                    true);
+            }
+            if (!string.IsNullOrWhiteSpace(result.ReasoningContinuationRequestJson))
+            {
+                AppendLog(
+                    "推理保护：续写请求完整消息",
+                    result.ReasoningContinuationRequestJson,
+                    true);
+            }
+        }
+
        private void StartThinkingBlock()
        {
            _thinkingStartTime = DateTime.Now;
@@ -1035,6 +1080,7 @@ namespace AnotherReplayReader
            var thinkSb = new StringBuilder();
            var contentSb = new StringBuilder();
            var errorSb = new StringBuilder();
+            var guardTriggered = false;
            while (_chunkQueue.TryDequeue(out var data))
            {
                var (chunk, time) = data;
@@ -1062,6 +1108,11 @@ namespace AnotherReplayReader
                {
                    errorSb.AppendLine(chunk.Text);
                }
+                else if (chunk.Type == AIAnalyze.AIChunkType.ReasoningGuard)
+                {
+                    EndThinkingBlock();
+                    guardTriggered = true;
+                }
            }

            if (thinkSb.Length > 0)
@@ -1080,6 +1131,10 @@ namespace AnotherReplayReader
            {
                AddErrorBlock(errorSb.ToString());
            }
+            if (guardTriggered)
+            {
+                _currentContent = null;
+            }
        }

        private void AutoScroll()
@@ -143,6 +143,7 @@
                            <RowDefinition Height="*"/>
                            <RowDefinition Height="Auto"/>
                            <RowDefinition Height="Auto"/>
+                            <RowDefinition Height="Auto"/>
                        </Grid.RowDefinitions>
                        <Grid.ColumnDefinitions>
                            <ColumnDefinition Width="100"/>
@@ -164,20 +165,34 @@
                                  Content="支持 SSE 流式输出"
                                  Margin="0,5"/>

-                        <Label Grid.Row="4" Grid.Column="0" Content="高级参数"/>
+                        <Label Grid.Row="4" Grid.Column="0" Content="推理保护"/>
+                        <StackPanel Grid.Row="4" Grid.Column="1" Orientation="Horizontal" Margin="0,5">
+                            <CheckBox x:Name="_reasoningGuardCheck"
+                                      Content="启用"
+                                      VerticalAlignment="Center"/>
+                            <Label Content="推理 token 阈值"
+                                   VerticalAlignment="Center"
+                                   Margin="10,0,0,0"/>
+                            <TextBox x:Name="_reasoningTokenLimitBox"
+                                     Width="80"
+                                     VerticalAlignment="Center"
+                                     ToolTip="留空使用 max(4096, max_tokens / 2)；仅流式模型生效"/>
+                        </StackPanel>
+
+                        <Label Grid.Row="5" Grid.Column="0" Content="高级参数"/>
                        <TextBox x:Name="_extraParamsBox"
-                                 Grid.Row="4" Grid.Column="1"
+                                 Grid.Row="5" Grid.Column="1"
                                 MinHeight="80"
                                 AcceptsReturn="True"
                                 ScrollViewer.VerticalScrollBarVisibility="Auto"/>

-                        <StackPanel Grid.Row="5" Grid.Column="1" Orientation="Horizontal" HorizontalAlignment="Right">
+                        <StackPanel Grid.Row="6" Grid.Column="1" Orientation="Horizontal" HorizontalAlignment="Right">
                            <Button Content="应用模型修改" Click="OnApplyModelClick" Margin="2"/>
                            <Button Content="从已知模板填充" Click="OnFillFromKnownModelsClick" Margin="2"/>
                        </StackPanel>

                        <TextBlock x:Name="_modelStatusText"
-                                   Grid.Row="6" Grid.ColumnSpan="2"
+                                   Grid.Row="7" Grid.ColumnSpan="2"
                                   Foreground="Gray" Margin="0,5"/>
                    </Grid>
                </DockPanel>
@@ -234,6 +234,11 @@ namespace AnotherReplayReader
            _contextLengthBox.Text = _currentModel.ContextLength.ToString();
            _contextBudgetBox.Text = _currentModel.ContextBudget is { } budget ? budget.ToString() : "0";
            _supportsSseCheck.IsChecked = _currentModel.IsStream;
+            _reasoningGuardCheck.IsChecked = _currentModel.ReasoningGuardEnabled;
+            _reasoningTokenLimitBox.Text =
+                _currentModel.ReasoningGuardTokenLimit is { } guardLimit
+                    ? guardLimit.ToString()
+                    : "";

            // 显示 ExtraParameters 为缩进 JSON
            var json = JsonSerializer.Serialize(
@@ -288,6 +293,8 @@ namespace AnotherReplayReader
                                    ContextLength = known.ContextLength,
                                    ContextBudget = known.ContextBudget,
                                    IsStream = known.IsStream,
+                                    ReasoningGuardEnabled = known.ReasoningGuardEnabled,
+                                    ReasoningGuardTokenLimit = known.ReasoningGuardTokenLimit,
                                    ExtraParameters = new Dictionary<string, object>(known.ExtraParameters)
                                });
                            }
@@ -376,6 +383,16 @@ namespace AnotherReplayReader
                _currentModel.ContextBudget = null;
            }
            _currentModel.IsStream = _supportsSseCheck.IsChecked == true;
+            _currentModel.ReasoningGuardEnabled = _reasoningGuardCheck.IsChecked == true;
+            if (int.TryParse(_reasoningTokenLimitBox.Text, out int guardLimit)
+                && guardLimit > 0)
+            {
+                _currentModel.ReasoningGuardTokenLimit = guardLimit;
+            }
+            else
+            {
+                _currentModel.ReasoningGuardTokenLimit = null;
+            }

            try
            {
@@ -415,6 +432,8 @@ namespace AnotherReplayReader
                _currentModel.IsStream = known.IsStream;
                _currentModel.ContextLength = known.ContextLength;
                _currentModel.ContextBudget = known.ContextBudget;
+                _currentModel.ReasoningGuardEnabled = known.ReasoningGuardEnabled;
+                _currentModel.ReasoningGuardTokenLimit = known.ReasoningGuardTokenLimit;
                RefreshModelList();
                _modelComboBox.SelectedItem = _modelComboBox.Items
                    .OfType<ModelDisplayItem>()
@@ -433,6 +452,8 @@ namespace AnotherReplayReader
            _contextLengthBox.Text = "";
            _contextBudgetBox.Text = "";
            _supportsSseCheck.IsChecked = false;
+            _reasoningGuardCheck.IsChecked = false;
+            _reasoningTokenLimitBox.Text = "";
            _extraParamsBox.Text = "";
        }
    }
@@ -232,6 +232,18 @@ system
 - 不要假设 `reasoning_content` 的末尾内容一定能被模型召回。
 - 增加原始响应/请求日志，以便区分“模型未看到”和“模型看到了但没引用”。

+## 主项目集成状态（2026-08-23）
+
+- 主项目已落地模型级“推理保护”实验开关，默认关闭，仅在 `IsStream=true` 的模型上生效。
+- 累计推理 token 达到阈值后停止读取当前 SSE 响应，保留部分推理和正文；最多发起一次续写。
+- 续写采用本报告推荐的伪造 tool call 历史：`assistant(reasoning_content + tool_calls)` → `tool(tool_call_id + 收尾指令)`。
+- 首请求不携带 `tools`，只有续写请求注入 `tools` 与 `tool_choice=none`；缓存命中为 best-effort。
+- 保留推理在其末尾依次追加 `[INTERNAL_REASONING_TRUNCATED]` 与中文收尾句；收尾句不插入中间 checkpoint，也不提及“token limit/被截断”等技术细节。
+- 续写工具结果包含“进入收尾阶段、立即停止展开、直接输出最终结果”和“最后一句已经宣告收尾，请立即执行”等强化措辞。
+- UI 在触发推理保护后提供两个可折叠日志：首次请求消息与续写请求完整消息；用户可展开查看完整 `messages`、`tools`、`tool_choice` 和收尾指令。
+- 默认测试新增 `ReasoningGuard` 套件后总计 173 项通过；真实 API A/B 仍需要用户手工运行 `ARR_AI_E2E=1` 验证。
+- 可选真实环境测试为 `OpenCodeGoGuardE2e`：设置 `ARR_AI_GUARD_E2E=1` 启用，报告路径可用 `ARR_AI_GUARD_REPORT_PATH` 指定。
+
 ## 专用测试状态

 - 测试代码：`AiV2.Tests/Program.cs` 中的 `OpenCodeGoFakeToolCallTests`。
@@ -15,6 +15,7 @@ using AnotherReplayReader;
 using AnotherReplayReader.ReplayFile;
 using AnotherReplayReader.Utils;
 using AIAnalyze = AiV2.Tests.TestAIAnalyze;
+using MainAIAnalyze = AnotherReplayReader.Utils.AIAnalyze;

 namespace AiV2.Tests
 {
@@ -43,7 +44,9 @@ namespace AiV2.Tests
            Run("UserKnowledgeOverlay", UserKnowledgeOverlayTests.Run);
            Run("PromptBuilders", PromptBuildersTests.Run);
            Run("RevisionFactsAndSerialization", RevisionFactsAndSerializationTests.Run);
+            Run("ReasoningGuard", ReasoningGuardTests.Run);
            Run("OpenCodeGoFakeToolCallE2e", OpenCodeGoFakeToolCallTests.Run);
+            Run("OpenCodeGoGuardE2e", OpenCodeGoGuardE2e.Run);
            Run("UserReplayFactIndexRepro", UserReplayFactIndexReproTests.Run);

            Console.WriteLine();
@@ -966,6 +969,234 @@ namespace AiV2.Tests
        }
    }

+    internal sealed class GuardHttpHandler : HttpMessageHandler
+    {
+        public int RequestCount;
+        public string? FirstRequestBody;
+        public string? SecondRequestBody;
+        public bool FirstResponseContentOnly;
+        public bool SecondResponseInterrupted;
+
+        protected override async Task<HttpResponseMessage> SendAsync(
+            HttpRequestMessage request,
+            CancellationToken cancellationToken)
+        {
+            var body = await request.Content!.ReadAsStringAsync();
+            RequestCount++;
+            if (RequestCount == 1)
+            {
+                FirstRequestBody = body;
+                if (FirstResponseContentOnly)
+                {
+                    return CreateSse(
+                        "data: {\"choices\":[{\"delta\":{\"content\":\"final\"}}]}\n",
+                        "data: [DONE]\n");
+                }
+                return CreateSse(
+                    "data: {\"choices\":[{\"delta\":{\"content\":\"partial first\"}}]}\n",
+                    "data: {\"choices\":[{\"delta\":{\"reasoning_content\":\"reasoning\"}}]}\n");
+            }
+
+            SecondRequestBody = body;
+            if (SecondResponseInterrupted)
+            {
+                return CreateSse(
+                    "data: {\"choices\":[{\"delta\":{\"reasoning_content\":\"second reasoning\"}}]}\n");
+            }
+            return CreateSse(
+                "data: {\"choices\":[{\"delta\":{\"content\":\"final\"}}]}\n",
+                "data: [DONE]\n");
+        }
+
+        private static HttpResponseMessage CreateSse(params string[] lines)
+        {
+            return new HttpResponseMessage(System.Net.HttpStatusCode.OK)
+            {
+                Content = new StringContent(
+                    string.Concat(lines),
+                    Encoding.UTF8,
+                    "text/event-stream")
+            };
+        }
+    }
+
+    internal static class ReasoningGuardTests
+    {
+        public static void Run()
+        {
+            TestPrepareReasoning();
+            TestToolPrompt();
+            TestMessageSerialization();
+            TestDisabledAsync().GetAwaiter().GetResult();
+            TestGuardedContinuationAsync().GetAwaiter().GetResult();
+            TestFallbackAsync().GetAwaiter().GetResult();
+        }
+
+        private static AiProvider CreateProvider() =>
+            new()
+            {
+                Name = "测试",
+                BaseUrl = "http://localhost/v1",
+                ApiKey = "test-key",
+                DefaultMaxTokens = 16384
+            };
+
+        private static AiModel CreateModel(bool enabled = true) =>
+            new()
+            {
+                ModelId = "deepseek-v4-flash",
+                IsStream = true,
+                ContextLength = 1_000_000,
+                ContextBudget = 160_000,
+                ReasoningGuardEnabled = enabled,
+                ReasoningGuardTokenLimit = enabled ? 1 : null,
+                ExtraParameters = new Dictionary<string, object>()
+            };
+
+        private static ImmutableList<MainAIAnalyze.ChatMessage> CreateMessages() =>
+            ImmutableList<MainAIAnalyze.ChatMessage>.Empty
+                .Add(new MainAIAnalyze.ChatMessage("system", "测试系统"))
+                .Add(new MainAIAnalyze.ChatMessage("user", "请分析。"));
+
+        private static async Task<MainAIAnalyze.Result> CompleteAsync(
+            GuardHttpHandler handler,
+            AiModel model)
+        {
+            using var http = new HttpClient(handler);
+            var analyzer = new MainAIAnalyze(http);
+            return await analyzer.CompleteAsync(
+                CreateMessages(),
+                new AiRequestContext(CreateProvider(), model),
+                _ => { },
+                CancellationToken.None);
+        }
+
+        private static void TestPrepareReasoning()
+        {
+            var shortReasoning = "第一行。\n第二行。\n第三行。";
+            var prepared = AiReasoningGuard.PrepareReasoning(shortReasoning, 1000);
+            Program.Assert(
+                prepared.Text.TrimEnd().EndsWith(AiReasoningGuard.WrapUpStatement),
+                "末尾收尾语句");
+            Program.Assert(
+                prepared.Text.IndexOf(AiReasoningGuard.TruncationMarker) >= 0
+                && prepared.Text.IndexOf(AiReasoningGuard.TruncationMarker)
+                    == prepared.Text.LastIndexOf(AiReasoningGuard.TruncationMarker),
+                "只追加一次截断标记");
+            Program.Assert(
+                prepared.Text.IndexOf(AiReasoningGuard.TruncationMarker)
+                    < prepared.Text.IndexOf(AiReasoningGuard.WrapUpStatement),
+                "截断标记在收尾语句之前");
+
+            var longReasoning = "前文。\n" + new string('x', 500) + "后文。";
+            var truncated = AiReasoningGuard.PrepareReasoning(longReasoning, 10);
+            Program.Assert(!truncated.Text.Contains("后文"), "超限部分被截掉");
+
+            var formatState = AiReasoningGuard.DescribeFormatState(
+                "```json\n{\"unitClaims\":[");
+            Program.Assert(
+                formatState.Contains("代码围栏未闭合")
+                && formatState.Contains("JSON"),
+                "格式状态检测");
+        }
+
+        private static void TestToolPrompt()
+        {
+            var result = AiReasoningGuard.BuildToolResult();
+            Program.Assert(
+                result.Contains("立即停止继续展开推理")
+                && result.Contains("直接输出最终结果")
+                && result.Contains("最后一句已经宣告收尾"),
+                "强收尾措辞");
+            Program.Assert(
+                !result.Contains("上一轮思维链")
+                && !result.Contains("截断点")
+                && !result.Contains("My reasoning has been truncated")
+                && !result.Contains("token limit"),
+                "避免歧义措辞");
+        }
+
+        private static void TestMessageSerialization()
+        {
+            var assistant = MainAIAnalyze.ChatMessage.AssistantToolCall(
+                "thinking",
+                "call_1",
+                "analysis_hint",
+                "{\"instruction\":\"wrap up\"}");
+            var assistantJson = JsonSerializer.Serialize(assistant);
+            Program.Assert(
+                assistantJson.Contains("\"reasoning_content\":\"thinking\"")
+                && assistantJson.Contains("\"tool_calls\"")
+                && assistantJson.Contains("\"analysis_hint\""),
+                "assistant 工具历史序列化");
+
+            var tool = MainAIAnalyze.ChatMessage.ToolResult(
+                "call_1",
+                AiReasoningGuard.BuildToolResult());
+            var toolJson = JsonSerializer.Serialize(tool);
+            Program.Assert(
+                toolJson.Contains("\"tool_call_id\":\"call_1\""),
+                "tool 结果序列化");
+        }
+
+        private static async Task TestDisabledAsync()
+        {
+            var handler = new GuardHttpHandler { FirstResponseContentOnly = true };
+            var result = await CompleteAsync(handler, CreateModel(enabled: false));
+            Program.AssertEqual(1, handler.RequestCount, "未启用时只发一次请求");
+            Program.Assert(!result.ContinuationApplied, "未启用不续写");
+            Program.AssertEqual("final", result.Response, "未启用保持普通结果");
+        }
+
+        private static async Task TestGuardedContinuationAsync()
+        {
+            var handler = new GuardHttpHandler();
+            var result = await CompleteAsync(handler, CreateModel());
+            Program.AssertEqual(2, handler.RequestCount, "触发后发起一次续写");
+            Program.Assert(result.ContinuationApplied, "续写成功");
+            Program.AssertEqual("final", result.Response, "续写返回最终正文");
+            Program.Assert(
+                handler.FirstRequestBody is { } firstBody
+                && !firstBody.Contains("\"tools\""),
+                "首次请求不携带 tool 定义");
+            Program.Assert(
+                handler.SecondRequestBody is { } secondBody
+                && secondBody.Contains("\"tools\"")
+                && secondBody.Contains("\"tool_choice\":\"none\"")
+                && secondBody.Contains("\"reasoning_content\"")
+                && secondBody.Contains("\"tool_calls\"")
+                && secondBody.Contains("\"tool_call_id\""),
+                "续写请求携带工具历史");
+            Program.Assert(
+                result.ReasoningOriginalRequestJson is { } originalJson
+                && originalJson.Contains("\"messages\""),
+                "首次请求 JSON 回传 UI");
+            Program.Assert(
+                result.ReasoningContinuationRequestJson is { } continuationJson
+                && continuationJson.Contains("\"tools\"")
+                && continuationJson.Contains("\"reasoning_content\"")
+                && continuationJson.Contains("我已经整理出足够的信息"),
+                "修改后请求 JSON 回传 UI");
+        }
+
+        private static async Task TestFallbackAsync()
+        {
+            var handler = new GuardHttpHandler { SecondResponseInterrupted = true };
+            var result = await CompleteAsync(handler, CreateModel());
+            Program.Assert(!result.ContinuationApplied, "二次超限不再续写");
+            Program.Assert(result.ReasoningInterrupted, "保留中断状态");
+            Program.Assert(
+                result.ReasoningContinuationError is { } error
+                && error.Contains("回退"),
+                "回退提示");
+            Program.Assert(
+                result.ReasoningContinuationRequestJson is { } continuationJson
+                && continuationJson.Contains("\"tools\""),
+                "回退时仍提供修改后请求 JSON");
+            Program.AssertEqual("partial first", result.Response, "回退首次部分正文");
+        }
+    }
+
    internal static class OpenCodeGoFakeToolCallTests
    {
        private const string SystemPrompt =
@@ -1382,7 +1613,7 @@ namespace AiV2.Tests
            report.AppendLine("```");
        }

-        private static string FindSettingsPath()
+        internal static string FindSettingsPath()
        {
            var explicitPath = Environment.GetEnvironmentVariable("ARR_AI_SETTINGS_PATH");
            if (!string.IsNullOrWhiteSpace(explicitPath) && File.Exists(explicitPath))
@@ -1412,6 +1643,97 @@ namespace AiV2.Tests
        }
    }

+    internal static class OpenCodeGoGuardE2e
+    {
+        public static void Run()
+        {
+            if (Environment.GetEnvironmentVariable("ARR_AI_GUARD_E2E") != "1")
+            {
+                Console.WriteLine(
+                    "  [跳过] 未设置 ARR_AI_GUARD_E2E=1，跳过真实推理保护实验");
+                return;
+            }
+            RunAsync().GetAwaiter().GetResult();
+        }
+
+        private static async Task RunAsync()
+        {
+            var settingsPath = OpenCodeGoFakeToolCallTests.FindSettingsPath();
+            var settings = JsonSerializer.Deserialize<AiSettings>(
+                File.ReadAllText(settingsPath, Encoding.UTF8))
+                ?? throw new InvalidOperationException("AI 设置文件无法解析");
+            var provider = settings.Providers.FirstOrDefault(p =>
+                p.Name.Equals("OpenCodeGo", StringComparison.OrdinalIgnoreCase)
+                && p.Models.Any(m =>
+                    m.ModelId.Equals("deepseek-v4-flash", StringComparison.OrdinalIgnoreCase)))
+                ?? throw new InvalidOperationException(
+                    "当前配置中未找到 OpenCodeGo / deepseek-v4-flash 服务与模型");
+            var model = provider.Models.First(m =>
+                m.ModelId.Equals("deepseek-v4-flash", StringComparison.OrdinalIgnoreCase));
+            if (!model.IsStream)
+            {
+                Console.WriteLine(
+                    "  [跳过] OpenCodeGo/deepseek-v4-flash 当前配置为非流式模型，无法验证中断逻辑");
+                return;
+            }
+            if (string.IsNullOrWhiteSpace(provider.ApiKey))
+            {
+                throw new InvalidOperationException("OpenCodeGo 的 API Key 为空");
+            }
+
+            var guardModel = new AiModel
+            {
+                ModelId = model.ModelId,
+                DisplayName = model.DisplayName,
+                IsStream = model.IsStream,
+                ContextLength = model.ContextLength,
+                ContextBudget = model.ContextBudget,
+                ReasoningGuardEnabled = true,
+                ReasoningGuardTokenLimit = 1,
+                ExtraParameters = new Dictionary<string, object>(model.ExtraParameters)
+            };
+            var messages = ImmutableList<MainAIAnalyze.ChatMessage>.Empty
+                .Add(new MainAIAnalyze.ChatMessage(
+                    "system",
+                    "请先进行详细推理，再给出简短结论。"))
+                .Add(new MainAIAnalyze.ChatMessage(
+                    "user",
+                    "请逐条说明分析步骤，最后用一到两句话给出结论。"));
+
+            var analyzer = new MainAIAnalyze();
+            var result = await analyzer.CompleteAsync(
+                messages,
+                new AiRequestContext(provider, guardModel),
+                _ => { },
+                CancellationToken.None);
+            var report = new StringBuilder();
+            report.AppendLine("# AI 推理保护 E2E 报告");
+            report.AppendLine();
+            report.AppendLine($"- Provider：{provider.Name}");
+            report.AppendLine($"- Model：{guardModel.ModelId}");
+            report.AppendLine($"- ReasoningInterrupted：{result.ReasoningInterrupted}");
+            report.AppendLine($"- ContinuationApplied：{result.ContinuationApplied}");
+            report.AppendLine($"- Reasoning 长度：{result.Reasoning?.Length ?? 0}");
+            report.AppendLine($"- Response 长度：{result.Response.Length}");
+            report.AppendLine($"- FormatState：{result.ReasoningFormatState ?? "(无)"}");
+            if (!string.IsNullOrWhiteSpace(result.ReasoningContinuationError))
+            {
+                report.AppendLine($"- Error：{result.ReasoningContinuationError}");
+            }
+
+            var reportPath = Environment.GetEnvironmentVariable("ARR_AI_GUARD_REPORT_PATH");
+            if (!string.IsNullOrWhiteSpace(reportPath))
+            {
+                File.WriteAllText(reportPath, report.ToString(), new UTF8Encoding(false));
+                Console.WriteLine($"  [E2E-GUARD] 报告已写入：{reportPath}");
+            }
+            Console.WriteLine(
+                $"  [E2E-GUARD] interrupted={result.ReasoningInterrupted}; "
+                + $"continued={result.ContinuationApplied}; "
+                + $"reasoning={result.Reasoning?.Length ?? 0}; response={result.Response.Length}");
+        }
+    }
+
    internal static class UserReplayFactIndexReproTests
    {
        public static void Run()
@@ -48,6 +48,14 @@
 - `AiV2.Tests` 仅保留 `OpenCodeGoFakeToolCallE2e` 专用测试：默认跳过，需同时设置 `ARR_AI_E2E=1` 与 `ARR_AI_E2E_TOOL=1`。
 - 实验结果、推荐方案与数据表格见 `AI_REASONING_CONTINUATION_RESEARCH.md`。

+### 2026-08-23 推理保护实现
+
+- 主项目已实现默认关闭、模型级配置的推理保护：累计 `reasoning_content` 达到阈值后中断流式响应，并通过研究验证的 tool call 载体请求一次续写。
+- 续写只在保留推理末尾依次追加 `[INTERNAL_REASONING_TRUNCATED]` 与中文收尾句，不插入中间 checkpoint；首请求不携带 `tools`，续写请求才注入工具定义和 `tool_choice=none`。
+- `ChatMessage` 支持 `reasoning_content`/`tool_calls`/`tool_call_id`，`Result` 保留完整推理、中断/续写状态与预算/错误信息。
+- UI 触发推理保护后会显示首次请求与续写请求的完整消息日志；日志默认折叠，用户可展开检查 `messages`/`tools`/`tool_choice`。
+- `AiV2.Tests` 新增 `ReasoningGuard` 测试套件；默认测试总计 173 项通过。
+
 ## 1. 背景与目标

 应用现有 AI 分析流程为"全量日志 + LLM 分段建议 + 分段分析 + 总结"，经旧文档与代码审视，存在四类问题：上下文膨胀（每轮重发全量日志）、验证层可信度（施法者/目标混淆、所有权证据缺失、解析脆弱）、知识层作用域（结构化数据无 mod 维度、提示词与验证知识漂移）、修订机制未落地。
@@ -7,6 +7,7 @@ using System.Linq;
 using System.Net.Http;
 using System.Net.Http.Headers;
 using System.Text;
+using System.Text.Encodings.Web;
 using System.Text.Json;
 using System.Text.RegularExpressions;
 using System.Threading;
@@ -20,7 +21,54 @@ namespace AnotherReplayReader.Utils
        /// <summary>聊天消息。属性名保持小写以兼容 OpenAI 兼容端点。</summary>
        public sealed record ChatMessage(
            [property: System.Text.Json.Serialization.JsonPropertyName("role")] string Role,
-            [property: System.Text.Json.Serialization.JsonPropertyName("content")] string Content);
+            [property: System.Text.Json.Serialization.JsonPropertyName("content"),
+             System.Text.Json.Serialization.JsonIgnore(
+                 Condition = System.Text.Json.Serialization.JsonIgnoreCondition.WhenWritingNull)] string? Content = null,
+            [property: System.Text.Json.Serialization.JsonPropertyName("reasoning_content"),
+             System.Text.Json.Serialization.JsonIgnore(
+                 Condition = System.Text.Json.Serialization.JsonIgnoreCondition.WhenWritingNull)] string? ReasoningContent = null,
+            [property: System.Text.Json.Serialization.JsonPropertyName("tool_calls"),
+             System.Text.Json.Serialization.JsonIgnore(
+                 Condition = System.Text.Json.Serialization.JsonIgnoreCondition.WhenWritingNull)] IReadOnlyList<ChatMessage.ToolCall>? ToolCalls = null,
+            [property: System.Text.Json.Serialization.JsonPropertyName("tool_call_id"),
+             System.Text.Json.Serialization.JsonIgnore(
+                 Condition = System.Text.Json.Serialization.JsonIgnoreCondition.WhenWritingNull)] string? ToolCallId = null)
+        {
+            public sealed record ToolCall(
+                [property: System.Text.Json.Serialization.JsonPropertyName("id")] string Id,
+                [property: System.Text.Json.Serialization.JsonPropertyName("type")] string Type,
+                [property: System.Text.Json.Serialization.JsonPropertyName("function")] ToolCallFunction Function);
+
+            public sealed record ToolCallFunction(
+                [property: System.Text.Json.Serialization.JsonPropertyName("name")] string Name,
+                [property: System.Text.Json.Serialization.JsonPropertyName("arguments")] string Arguments);
+
+            public static ChatMessage Assistant(string? content, string? reasoningContent = null) =>
+                new(
+                    "assistant",
+                    string.IsNullOrEmpty(content) ? null : content,
+                    string.IsNullOrEmpty(reasoningContent) ? null : reasoningContent);
+
+            public static ChatMessage AssistantToolCall(
+                string? reasoningContent,
+                string toolCallId,
+                string toolName,
+                string arguments) =>
+                new(
+                    "assistant",
+                    null,
+                    string.IsNullOrEmpty(reasoningContent) ? null : reasoningContent,
+                    new[]
+                    {
+                        new ToolCall(
+                            toolCallId,
+                            "function",
+                            new ToolCallFunction(toolName, arguments))
+                    });
+
+            public static ChatMessage ToolResult(string toolCallId, string content) =>
+                new("tool", content, null, null, toolCallId);
+        }

        public static string GetSystemPrompt(
            Replay replay,
@@ -1162,6 +1210,7 @@ PlayerA: 开始出兵
        public enum AIChunkType
        {
            Reasoning,
+            ReasoningGuard,
            Content,
            Error,
            Json
@@ -1176,6 +1225,14 @@ PlayerA: 开始出兵
        public struct Result
        {
            public string Response;
+            public string Reasoning;
+            public string? ReasoningFormatState;
+            public bool ReasoningInterrupted;
+            public bool ContinuationApplied;
+            public string? ReasoningContinuationError;
+            public string? RequestJson;
+            public string? ReasoningOriginalRequestJson;
+            public string? ReasoningContinuationRequestJson;
            public int? PromptTokens;
            public int? CompletionTokens;
            public int? TotalTokens;
@@ -1185,36 +1242,243 @@ PlayerA: 开始出兵
        private readonly HttpClient _http;

        public AIAnalyze()
-        {
-            _http = new HttpClient
+            : this(new HttpClient
            {
                Timeout = TimeSpan.FromMinutes(5),
-            };
+            })
+        {
+        }
+
+        internal AIAnalyze(HttpClient http)
+        {
+            _http = http ?? throw new ArgumentNullException(nameof(http));
        }

        /// <summary>对给定的消息列表发起一次完整的 chat completion 请求（流式），不修改内部状态。</summary>
        public async Task<Result> CompleteAsync(
            ImmutableList<ChatMessage> messages,
            AiRequestContext requestContext,
-            Action<AIChunk> onChunk,
+            Action<AIChunk>? onChunk,
            CancellationToken cancellationToken)
        {
-            return await Task.Run(
-                () => DoRequest(_http, messages, requestContext, onChunk, cancellationToken),
+            var model = requestContext.Model;
+            var guardEnabled = model.ReasoningGuardEnabled && model.IsStream;
+            if (!guardEnabled)
+            {
+                return await Task.Run(
+                    () => DoRequest(_http, messages, requestContext, onChunk, cancellationToken),
+                    cancellationToken);
+            }
+
+            var tokenLimit = AiReasoningGuard.GetEffectiveTokenLimit(
+                requestContext.Provider, model);
+            var firstResult = await Task.Run(
+                () => DoRequest(
+                    _http,
+                    messages,
+                    requestContext,
+                    onChunk,
+                    cancellationToken,
+                    tokenLimit),
                cancellationToken);
+            if (!firstResult.ReasoningInterrupted)
+            {
+                return firstResult;
+            }
+
+            var continuationMessages = BuildReasoningContinuationMessages(
+                messages,
+                firstResult.Reasoning,
+                tokenLimit,
+                out var formatState);
+            firstResult.ReasoningFormatState = formatState;
+            var continuationContext = BuildReasoningToolContext(requestContext);
+            var originalRequestJson = firstResult.RequestJson;
+            var continuationRequestJson = SerializeRequestParams(
+                continuationMessages,
+                continuationContext,
+                writeIndented: true);
+            var continuationPromptTokens = 0;
+            foreach (var message in continuationMessages)
+            {
+                continuationPromptTokens += AiContextBudget.EstimateTokens(
+                    (message.Content ?? string.Empty)
+                    + "\n"
+                    + (message.ReasoningContent ?? string.Empty));
+            }
+            var continuationCheck = AiContextBudget.CheckRequestUsage(
+                continuationPromptTokens,
+                requestContext.Provider,
+                continuationContext.Model);
+            var continuationBudgetWarning = string.Empty;
+            if (continuationCheck.Block)
+            {
+                var message = "续写请求未通过预算检查：" + continuationCheck.Message;
+                if (!string.IsNullOrEmpty(firstResult.Response))
+                {
+                    firstResult.ReasoningContinuationError = message;
+                    firstResult.ContinuationApplied = false;
+                    firstResult.ReasoningOriginalRequestJson = originalRequestJson;
+                    firstResult.ReasoningContinuationRequestJson =
+                        continuationRequestJson;
+                    return firstResult;
+                }
+                throw new InvalidOperationException(message);
+            }
+            if (!continuationCheck.IsOk)
+            {
+                continuationBudgetWarning = continuationCheck.Message;
+            }
+
+            Result secondResult = default;
+            var continuationError = string.Empty;
+            try
+            {
+                secondResult = await Task.Run(
+                    () => DoRequest(
+                        _http,
+                        continuationMessages,
+                        continuationContext,
+                        onChunk,
+                        cancellationToken,
+                        tokenLimit),
+                    cancellationToken);
+            }
+            catch (Exception ex) when (
+                !cancellationToken.IsCancellationRequested
+                && ex is not OperationCanceledException)
+            {
+                continuationError = ex.Message;
+            }
+
+            if (!string.IsNullOrEmpty(continuationError))
+            {
+                if (!string.IsNullOrEmpty(firstResult.Response))
+                {
+                    firstResult.ReasoningContinuationError =
+                        "续写请求失败，已保留首次部分正文：" + continuationError;
+                    firstResult.ContinuationApplied = false;
+                    firstResult.ReasoningOriginalRequestJson = originalRequestJson;
+                    firstResult.ReasoningContinuationRequestJson =
+                        continuationRequestJson;
+                    return firstResult;
+                }
+
+                throw new InvalidOperationException(
+                    "推理续写失败，且没有可用的部分回答：" + continuationError);
+            }
+
+            if (secondResult.ReasoningInterrupted)
+            {
+                if (!string.IsNullOrEmpty(secondResult.Response))
+                {
+                    secondResult.ReasoningContinuationError =
+                        "续写仍超过推理上限，已使用续写部分正文。";
+                    secondResult.ContinuationApplied = false;
+                    secondResult.ReasoningOriginalRequestJson = originalRequestJson;
+                    secondResult.ReasoningContinuationRequestJson =
+                        continuationRequestJson;
+                    return secondResult;
+                }
+
+                if (!string.IsNullOrEmpty(firstResult.Response))
+                {
+                    firstResult.ReasoningContinuationError =
+                        "续写仍超过推理上限，已回退到首次部分正文。";
+                    firstResult.ContinuationApplied = false;
+                    firstResult.ReasoningOriginalRequestJson = originalRequestJson;
+                    firstResult.ReasoningContinuationRequestJson =
+                        continuationRequestJson;
+                    return firstResult;
+                }
+
+                throw new InvalidOperationException(
+                    "推理续写仍超过上限，且没有可用的部分回答。");
+            }
+
+            secondResult.ContinuationApplied = true;
+            secondResult.ReasoningOriginalRequestJson = originalRequestJson;
+            secondResult.ReasoningContinuationRequestJson =
+                continuationRequestJson;
+            if (!string.IsNullOrEmpty(continuationBudgetWarning))
+            {
+                secondResult.ReasoningContinuationError = continuationBudgetWarning;
+            }
+            return secondResult;
+        }
+
+        private static ImmutableList<ChatMessage> BuildReasoningContinuationMessages(
+            ImmutableList<ChatMessage> messages,
+            string reasoning,
+            int tokenLimit,
+            out string formatState)
+        {
+            var prepared = AiReasoningGuard.PrepareReasoning(reasoning, tokenLimit);
+            formatState = prepared.FormatState;
+            var instruction = AiReasoningGuard.BuildToolInstruction();
+            var arguments = JsonSerializer.Serialize(new { instruction });
+            return messages
+                .Add(ChatMessage.AssistantToolCall(
+                    prepared.Text,
+                    AiReasoningGuard.ToolCallId,
+                    AiReasoningGuard.ToolName,
+                    arguments))
+                .Add(ChatMessage.ToolResult(
+                    AiReasoningGuard.ToolCallId,
+                    AiReasoningGuard.BuildToolResult()));
+        }
+
+        private static AiRequestContext BuildReasoningToolContext(
+            AiRequestContext context)
+        {
+            var model = new AiModel
+            {
+                ModelId = context.Model.ModelId,
+                DisplayName = context.Model.DisplayName,
+                IsStream = context.Model.IsStream,
+                ContextLength = context.Model.ContextLength,
+                ContextBudget = context.Model.ContextBudget,
+                ReasoningGuardEnabled = context.Model.ReasoningGuardEnabled,
+                ReasoningGuardTokenLimit = context.Model.ReasoningGuardTokenLimit,
+                ExtraParameters = new Dictionary<string, object>(
+                    context.Model.ExtraParameters)
+            };
+            model.ExtraParameters["tools"] =
+                new[] { AiReasoningGuard.BuildToolDefinition() };
+            model.ExtraParameters["tool_choice"] = "none";
+            return new AiRequestContext(context.Provider, model);
+        }
+
+        private static string SerializeRequestParams(
+            ImmutableList<ChatMessage> messages,
+            AiRequestContext context,
+            bool writeIndented = false)
+        {
+            var requestParams = ProcessRequestParams(
+                messages,
+                context.BuildRequestParams());
+            return JsonSerializer.Serialize(
+                requestParams,
+                writeIndented
+                    ? new JsonSerializerOptions
+                    {
+                        WriteIndented = true,
+                        Encoder = JavaScriptEncoder.UnsafeRelaxedJsonEscaping
+                    }
+                    : null);
        }

        private static async Task<Result> DoRequest(
            HttpClient http,
            ImmutableList<ChatMessage> messages,
            AiRequestContext requestContext,
-            Action<AIChunk> onChunk,
-            CancellationToken cancellationToken)
+            Action<AIChunk>? onChunk,
+            CancellationToken cancellationToken,
+            int? reasoningTokenLimit = null)
        {
            var provider = requestContext.Provider;
-            var requestParams = ProcessRequestParams(messages, requestContext.BuildRequestParams());
            var isStream = requestContext.Model.IsStream;
-            var inputJson = JsonSerializer.Serialize(requestParams);
+            var inputJson = SerializeRequestParams(messages, requestContext);

            var uri = new Uri(new(provider.BaseUrl.TrimEnd('/') + "/"), "chat/completions");
            using var request = new HttpRequestMessage(HttpMethod.Post, uri);
@@ -1230,7 +1494,10 @@ PlayerA: 开始出兵
            using var reader = new StreamReader(responseStream);

            var fullBuilder = new StringBuilder();
+            var reasoningBuilder = new StringBuilder();
            var result = new Result();
+            result.RequestJson = inputJson;
+            var interrupted = false;

            // 根据模式分别读取响应
            // if response.Content.Headers.ContentType is "text/event-stream", then it's stream mode, otherwise it's non-stream mode
@@ -1268,17 +1535,53 @@ PlayerA: 开始出兵
                    });

                    using var doc = JsonDocument.Parse(data);
-                    ProcessJsonDocument(doc, isStream: true, fullBuilder, result, onChunk);
+                    ProcessJsonDocument(
+                        doc,
+                        isStream: true,
+                        fullBuilder,
+                        reasoningBuilder,
+                        result,
+                        onChunk);
+
+                    if (reasoningTokenLimit is { } guardLimit
+                        && guardLimit > 0
+                        && AiContextBudget.EstimateTokens(reasoningBuilder.ToString())
+                            >= guardLimit)
+                    {
+                        interrupted = true;
+                        onChunk?.Invoke(new AIChunk
+                        {
+                            Type = AIChunkType.ReasoningGuard,
+                            Text = "检测到推理内容超过保护阈值，正在请求 AI 尽快收尾..."
+                        });
+                        break;
+                    }
                }
            }
            else
            {
                var json = await reader.ReadToEndAsync();
                using var doc = JsonDocument.Parse(json);
-                ProcessJsonDocument(doc, isStream: false, fullBuilder, result, onChunk);
+                ProcessJsonDocument(
+                    doc,
+                    isStream: false,
+                    fullBuilder,
+                    reasoningBuilder,
+                    result,
+                    onChunk);
            }

            response.EnsureSuccessStatusCode();
+            result.Reasoning = reasoningBuilder.ToString();
+            result.ReasoningFormatState = AiReasoningGuard.DescribeFormatState(
+                result.Reasoning);
+            if (interrupted)
+            {
+                result.Response = fullBuilder.ToString();
+                result.ReasoningInterrupted = true;
+                return result;
+            }
+
            if (fullBuilder.Length == 0)
            {
                throw new Exception("AI分析失败，返回内容为空");
@@ -1296,8 +1599,9 @@ PlayerA: 开始出兵
            JsonDocument doc,
            bool isStream,
            StringBuilder fullBuilder,
+            StringBuilder reasoningBuilder,
            Result result,
-            Action<AIChunk> onChunk)
+            Action<AIChunk>? onChunk)
        {
            // 提取 usage（如果存在）
            if (doc.RootElement.TryGetProperty("usage", out var usage) && usage.ValueKind == JsonValueKind.Object)
@@ -1344,7 +1648,11 @@ PlayerA: 开始出兵
                    ? choice.GetProperty("delta")
                    : choice.GetProperty("message");

-                ExtractContentFromObject(contentObj, fullBuilder, onChunk);
+                ExtractContentFromObject(
+                    contentObj,
+                    fullBuilder,
+                    reasoningBuilder,
+                    onChunk);
            }
        }

@@ -1354,7 +1662,8 @@ PlayerA: 开始出兵
        private static void ExtractContentFromObject(
            JsonElement contentObj,
            StringBuilder fullBuilder,
-            Action<AIChunk> onChunk)
+            StringBuilder reasoningBuilder,
+            Action<AIChunk>? onChunk)
        {
            // 普通内容
            if (contentObj.TryGetProperty("content", out var content))
@@ -1362,11 +1671,11 @@ PlayerA: 开始出兵
                var text = content.GetString();
                if (!string.IsNullOrEmpty(text))
                {
-                    fullBuilder.Append(text);
+                    fullBuilder.Append(text!);
                    onChunk?.Invoke(new AIChunk
                    {
                        Type = AIChunkType.Content,
-                        Text = text
+                        Text = text!
                    });
                }
            }
@@ -1377,10 +1686,11 @@ PlayerA: 开始出兵
                var text = reasoning.GetString();
                if (!string.IsNullOrEmpty(text))
                {
+                    reasoningBuilder.Append(text!);
                    onChunk?.Invoke(new AIChunk
                    {
                        Type = AIChunkType.Reasoning,
-                        Text = text
+                        Text = text!
                    });
                }
            }
@@ -0,0 +1,181 @@
+using System;
+using System.Collections.Generic;
+
+namespace AnotherReplayReader.Utils
+{
+    /// <summary>
+    /// 推理保护策略：截断 reasoning_content，并通过研究验证过的 tool call 历史
+    /// 让模型从已有推理自然收尾。
+    /// </summary>
+    internal static class AiReasoningGuard
+    {
+        public const string ToolName = "analysis_hint";
+        public const string TruncationMarker = "[INTERNAL_REASONING_TRUNCATED]";
+        public const string WrapUpStatement =
+            "我已经整理出足够的信息，现在立即结束内部推理，直接输出最终回答。";
+        public const string ToolCallId = "call_reasoning_guard";
+        public const int MinTokenLimit = 4096;
+
+        public static int GetEffectiveTokenLimit(AiProvider provider, AiModel model)
+        {
+            if (model.ReasoningGuardTokenLimit is { } explicitLimit && explicitLimit > 0)
+            {
+                return explicitLimit;
+            }
+
+            return Math.Max(MinTokenLimit, provider.DefaultMaxTokens / 2);
+        }
+
+        public static string BuildToolInstruction()
+        {
+            return "请继续你本次 tool_calls 消息中携带的 reasoning_content。"
+                + "你已经完成了足够的分析，现在进入收尾阶段："
+                + "立即停止继续展开推理，不要再逐条枚举输入事件，不要再做新的检查，也不要继续“再确认一下”。"
+                + "请直接输出最终结果，包括正文、[机器可读声明] 和 [小结]。"
+                + "如果某些细节不确定，就用证据等级说明。";
+        }
+
+        public static string BuildToolResult()
+        {
+            return "工具结果：" + BuildToolInstruction()
+                + "\n你本次 tool_calls 消息中携带的 reasoning_content 的最后一句已经宣告收尾，"
+                + "请立即执行，不要继续讨论是否还需要分析。"
+                + "\n这份推理内容末尾有内部标记 " + TruncationMarker
+                + "，表示前面的推理已被安全截断。"
+                + "\n如果旧推理中存在未完成的 JSON、JSON 代码块或其他结构性内容，"
+                + "请丢弃其未完成部分，并重新输出完整、格式正确的结果。"
+                + "\n不要复述该标记。";
+        }
+
+        public static object BuildToolDefinition()
+        {
+            return new
+            {
+                type = "function",
+                function = new
+                {
+                    name = ToolName,
+                    description = "为当前内部推理提供收尾提示。",
+                    parameters = new
+                    {
+                        type = "object",
+                        properties = new
+                        {
+                            instruction = new
+                            {
+                                type = "string",
+                                description = "模型应遵循的收尾提示。"
+                            }
+                        },
+                        required = new[] { "instruction" }
+                    }
+                }
+            };
+        }
+
+        /// <summary>
+        /// 保留尽可能多的推理前缀，并在末尾追加截断标记与收尾决定。
+        /// </summary>
+        public static (string Text, string FormatState) PrepareReasoning(
+            string reasoning,
+            int tokenLimit)
+        {
+            if (string.IsNullOrEmpty(reasoning))
+            {
+                return ("\n\n" + TruncationMarker + "\n\n" + WrapUpStatement, "无格式问题");
+            }
+
+            var maxIndex = FindMaxPrefixIndexByTokens(reasoning, tokenLimit);
+            var boundary = FindSafeBoundary(reasoning, maxIndex);
+            var prefix = reasoning.Substring(0, boundary).TrimEnd();
+            var formatState = DescribeFormatState(prefix);
+            return (
+                prefix + "\n\n" + TruncationMarker + "\n\n" + WrapUpStatement,
+                formatState);
+        }
+
+        public static string DescribeFormatState(string text)
+        {
+            var lines = new List<string>();
+            var codeFenceCount = CountOccurrences(text, "```");
+            if (codeFenceCount % 2 == 1)
+            {
+                lines.Add("代码围栏未闭合");
+            }
+
+            var braceDelta = CountDifference(text, '{', '}');
+            var bracketDelta = CountDifference(text, '[', ']');
+            if (braceDelta > 0 || bracketDelta > 0)
+            {
+                lines.Add("JSON/方括号结构可能未闭合");
+            }
+
+            return lines.Count == 0 ? "无格式问题" : string.Join("；", lines);
+        }
+
+        private static int FindMaxPrefixIndexByTokens(string text, int tokenLimit)
+        {
+            var low = 0;
+            var high = text.Length;
+            while (low < high)
+            {
+                var mid = (low + high + 1) / 2;
+                if (AiContextBudget.EstimateTokens(text.Substring(0, mid)) <= tokenLimit)
+                {
+                    low = mid;
+                }
+                else
+                {
+                    high = mid - 1;
+                }
+            }
+            return low;
+        }
+
+        private static int FindSafeBoundary(string text, int maxIndex)
+        {
+            const int searchBack = 160;
+            var start = Math.Max(0, maxIndex - searchBack);
+            for (var i = maxIndex - 1; i >= start; --i)
+            {
+                var c = text[i];
+                if (c == '\n' || c == '。' || c == '；' || c == '，'
+                    || c == ':' || c == ';' || c == '.'
+                    || c == ',' || c == ')' || c == '}' || c == ']')
+                {
+                    return i + 1;
+                }
+            }
+            return maxIndex;
+        }
+
+        private static int CountOccurrences(string text, string value)
+        {
+            var count = 0;
+            var index = 0;
+            while ((index = text.IndexOf(value, index, StringComparison.Ordinal)) >= 0)
+            {
+                count++;
+                index += value.Length;
+            }
+            return count;
+        }
+
+        private static int CountDifference(string text, char open, char close)
+        {
+            var delta = 0;
+            foreach (var c in text)
+            {
+                if (c == open)
+                {
+                    delta++;
+                }
+                else if (c == close)
+                {
+                    delta--;
+                }
+            }
+            return delta;
+        }
+    }
+}
@@ -48,6 +48,17 @@ namespace AnotherReplayReader
        /// </summary>
        public int? ContextBudget { get; set; }

+        /// <summary>
+        /// 推理保护：累计 reasoning_content 达到阈值时中断流式响应并请求一次续写。
+        /// 默认关闭。
+        /// </summary>
+        public bool ReasoningGuardEnabled { get; set; }
+
+        /// <summary>
+        /// 推理保护的 token 阈值。null 或 0 使用派生值 max(4096, provider.DefaultMaxTokens / 2)。
+        /// </summary>
+        public int? ReasoningGuardTokenLimit { get; set; }
+
        public Dictionary<string, object> ExtraParameters { get; set; } = [];

        /// <summary>