feat: finish app-side master agent control surfaces

README.md

@@ -106,7 +106,7 @@ Android APK：
 - Android 真机无线调试如果要尽量稳定，优先使用“同一局域网 + 初次 USB 启用后执行 `adb tcpip 5555` + `adb connect <phone-ip>:5555`”这条链路；它通常比只依赖系统“无线调试配对码”更稳
 - Android 系统层面对“无线调试”没有真正的永久不掉线开关；重启手机、切 Wi‑Fi、切热点、ADB server 重启、USB 调试被重新切换后，都可能导致无线调试自动失效
 - 真机调试时建议固定同一 SSID、避免代理/VPN 改路、开发者选项里开启“保持唤醒”，并在需要长时间稳定调试时优先保留 USB 兜底；如果必须完全避免自动断开，不要只依赖无线调试
-- 当前原生活动页已经覆盖：会话首页、项目详情、项目目标、版本记录、会话信息、群资料、发起群聊、消息转发、线程详情、设备详情、添加设备、账号与安全、设置、AI 账号、主 Agent 提示词 / 记忆、技能、运维中心、关于
+- 当前原生活动页已经覆盖：会话首页、项目详情、项目目标、版本记录、会话信息、群资料、发起群聊、消息转发、线程详情、设备详情、添加设备、账号与安全、设置、AI 账号、主 Agent 提示词、主 Agent 记忆、全局接管、主 Agent 自动进化、技能、运维中心、关于
 - 当前原生一级体验已回退到微信式交互：`会话 / 设备 / 我的` 固定底部 tab，会话首页是简单聊天列表，`主 Agent / 审计对话` 以普通置顶会话样式排在最前；项目详情页是聊天优先，只保留 `项目目标 / 版本记录` 两个轻入口
 - 当前会话首页右上角已切回 `+` 入口：直接从首页发起独立群聊；设备页右上角仍是 `+添加`
 - 当前会话首页已升级成“项目聚合 + 线程下钻”的结构：如果某个 Codex 文件夹只导入了 1 个线程，会话列表直接显示这个线程；如果同一文件夹导入了多个线程，会话首页只显示该文件夹归档项，点进去再看这个项目下的全部线程
@@ -127,7 +127,7 @@ Android APK：
 - 当前 `AI 账号` 页顶部会显式展示“当前主控身份”，并提供 `校验主控 / 测试主 Agent 对话` 两个动作，切换主控后可直接验证聊天通路
 - 当前阿里百炼备用链已完成一次真实线上闭环验证：手动切到 `aliyun-qwen-backup` 后，`POST /api/v1/projects/master-agent/messages` 会返回 `queued`，并已实际回流 `阿里备用链正常。` 到 `master-agent` 会话
 - 当前 `我的 > AI 账号` 已把阿里百炼备用模型切成预设选择：Web 和原生 Android 都支持直接切换 `qwen3.5-plus / qwen3.5-flash`，只有在预设不适用时才需要填自定义模型
-- 当前 `我的 > 主 Agent 提示词 / 记忆` 页面已补：管理员全局主提示词只读展示、用户主提示词、当前对话附加提示词，以及用户通用记忆 / 跨项目项目记忆的新增、编辑、删除接口；当前对话设置按登录账号隔离，管理员全局主提示词不可覆盖
+- 当前 `我的` 根页已拆出 `主 Agent 提示词 / 主 Agent 记忆 / 全局接管 / 主 Agent 自动进化` 四个独立入口；其中提示词页支持管理员全局主提示词只读展示、用户主提示词、当前对话附加提示词与执行后端切换，记忆页支持用户通用记忆 / 跨项目项目记忆的新增、编辑与归档
 - 当前 Web 端 `master-agent` 会话页右上角也已补齐微信式三点菜单，支持直接进入 `提示词 / 模型 / 推理强度 / 记忆 / 刷新`
 - 当前 `approval_required` 群聊在 Web 端已统一用单一状态快照驱动：如果有新的待确认推荐，会自动折叠旧的拒绝态；如果上次推荐已拒绝，会明确展示“重新生成新的推荐”的恢复入口
 - 当前 `OpenAiOnboardingActivity` 在登录成功后会直接给出 `测试主 Agent 对话` 入口，可一键跳到 `master-agent` 聊天页
@@ -326,7 +326,7 @@ npm run aab:release
 - 登录成功后的进入首页链路已做稳态处理：会先确认 `/api/auth/session` 可读，再执行 `replace(/conversations)`，并附带一次原生级兜底跳转，避免真机 WebView 偶发停留在“正在进入会话首页”
 - `/api/v1/events` 已作为 SSE 出口使用，会话页、设备页、技能页和项目详情页会按事件自动刷新，不再只靠手动刷新
 - 我的页新增 `技能` 入口，`/me/skills` 会按设备分组展示 Skill，并支持一键复制调用语句
-- 我的页新增 `主 Agent 提示词 / 记忆` 入口，`/me/master-agent` 会展示管理员全局主提示词、用户主提示词、当前对话附加提示词、组合预览，以及当前用户的通用记忆和跨项目项目记忆
+- 我的页已拆出 `主 Agent 提示词 / 主 Agent 记忆 / 全局接管 / 主 Agent 自动进化` 入口；`/me/master-agent` 继续展示管理员全局主提示词、用户主提示词、当前对话附加提示词、组合预览，以及当前用户的通用记忆和跨项目项目记忆
 - 我的页新增 `AI 账号` 入口，`/me/ai-accounts` 会展示主 GPT / 备用 GPT / API 容灾，并明确主链路优先走已登录 `ChatGPT Plus / Codex` 的 `Master Codex Node`
 - `AI 账号` 页面当前已补上显式 `登录指引`：手机端不会直接弹出 ChatGPT OAuth；主 GPT 的登录动作必须在绑定电脑上的 Codex / ChatGPT Plus 会话里完成，再回手机端点“测试连接 / 校验连接”
 - `AI 账号` 页面当前已升级成双入口：首页会显式展示 `登录 OpenAI 平台账号` 和 `绑定电脑上的 Codex 节点`

android/app/src/main/AndroidManifest.xml

@@ -54,6 +54,7 @@
         <activity android:name=".MasterAgentPromptActivity" android:exported="false" android:screenOrientation="portrait" />
         <activity android:name=".MasterAgentTakeoverActivity" android:exported="false" android:screenOrientation="portrait" />
         <activity android:name=".MasterAgentMemoryActivity" android:exported="false" android:screenOrientation="portrait" />
+        <activity android:name=".MasterAgentEvolutionActivity" android:exported="false" android:screenOrientation="portrait" />
         <activity android:name=".OpsCenterActivity" android:exported="false" android:screenOrientation="portrait" />
         <activity android:name=".AboutActivity" android:exported="false" android:screenOrientation="portrait" />
 

android/app/src/main/java/com/hyzq/boss/BossApiClient.java

@@ -265,6 +265,32 @@ public class BossApiClient {
         return requestWithRestore("GET", "/api/v1/projects/" + encode(projectId) + "/memories", null);
     }
 
+    public ApiResponse getMasterAgentEvolution() throws IOException, JSONException {
+        return requestWithRestore("GET", "/api/v1/master-agent/evolution", null);
+    }
+
+    public ApiResponse updateMasterAgentEvolutionMode(String mode) throws IOException, JSONException {
+        JSONObject payload = new JSONObject();
+        payload.put("mode", mode);
+        return requestWithRestore("POST", "/api/v1/master-agent/evolution/config", payload);
+    }
+
+    public ApiResponse approveMasterAgentEvolutionProposal(String proposalId) throws IOException, JSONException {
+        return requestWithRestore(
+                "POST",
+                "/api/v1/master-agent/evolution/proposals/" + encode(proposalId) + "/approve",
+                new JSONObject()
+        );
+    }
+
+    public ApiResponse rejectMasterAgentEvolutionProposal(String proposalId) throws IOException, JSONException {
+        return requestWithRestore(
+                "POST",
+                "/api/v1/master-agent/evolution/proposals/" + encode(proposalId) + "/reject",
+                new JSONObject()
+        );
+    }
+
     public ApiResponse createMasterAgentMemory(String projectId, JSONObject payload) throws IOException, JSONException {
         return requestWithRestore("POST", "/api/v1/projects/" + encode(projectId) + "/memories", payload);
     }

android/app/src/main/java/com/hyzq/boss/MainActivity.java

@@ -1813,6 +1813,24 @@ public class MainActivity extends AppCompatActivity {
             case "security":
                 intent = new Intent(this, SecurityActivity.class);
                 break;
+            case "master_agent_prompt":
+                intent = new Intent(this, MasterAgentPromptActivity.class);
+                intent.putExtra(MasterAgentPromptActivity.EXTRA_PROJECT_ID, "master-agent");
+                intent.putExtra(MasterAgentPromptActivity.EXTRA_PROJECT_NAME, "主 Agent");
+                break;
+            case "master_agent_memory":
+                intent = new Intent(this, MasterAgentMemoryActivity.class);
+                intent.putExtra(MasterAgentMemoryActivity.EXTRA_PROJECT_ID, "master-agent");
+                intent.putExtra(MasterAgentMemoryActivity.EXTRA_PROJECT_NAME, "主 Agent");
+                break;
+            case "master_agent_takeover":
+                intent = new Intent(this, MasterAgentTakeoverActivity.class);
+                intent.putExtra(MasterAgentTakeoverActivity.EXTRA_PROJECT_ID, "master-agent");
+                intent.putExtra(MasterAgentTakeoverActivity.EXTRA_PROJECT_NAME, "主 Agent");
+                break;
+            case "master_agent_evolution":
+                intent = new Intent(this, MasterAgentEvolutionActivity.class);
+                break;
             case "ai_accounts":
                 intent = new Intent(this, AiAccountsActivity.class);
                 break;

android/app/src/main/java/com/hyzq/boss/MasterAgentEvolutionActivity.java

@@ -0,0 +1,378 @@
+package com.hyzq.boss;
+
+import android.os.Bundle;
+import android.widget.Button;
+import android.widget.LinearLayout;
+
+import androidx.annotation.Nullable;
+
+import org.json.JSONArray;
+import org.json.JSONObject;
+
+public class MasterAgentEvolutionActivity extends BossScreenActivity {
+    private static final long REALTIME_RELOAD_THROTTLE_MS = 900L;
+
+    private LinearLayout contentRoot;
+    private @Nullable BossRealtimeClient realtimeClient;
+    private long lastRealtimeReloadAt;
+    private boolean contentLoaded;
+    private @Nullable String currentMode;
+    private @Nullable String statusMessage;
+    private boolean statusIsError;
+    private boolean canManageEvolution = true;
+
+    @Override
+    protected void onCreate(@Nullable Bundle savedInstanceState) {
+        super.onCreate(savedInstanceState);
+        configureScreen("主 Agent 自动进化", "信号、提案与生效规则");
+        setHeaderAction("刷新", v -> reload());
+        contentRoot = new LinearLayout(this);
+        contentRoot.setOrientation(LinearLayout.VERTICAL);
+        replaceContent(contentRoot);
+        realtimeClient = new BossRealtimeClient(apiClient, this::handleRealtimeEvent);
+        reload();
+    }
+
+    @Override
+    protected void onResume() {
+        super.onResume();
+        updateRealtimeSubscription();
+    }
+
+    @Override
+    protected void onPause() {
+        stopRealtimeUpdates();
+        super.onPause();
+    }
+
+    @Override
+    protected void onDestroy() {
+        stopRealtimeUpdates();
+        super.onDestroy();
+    }
+
+    @Override
+    protected void reload() {
+        setRefreshing(true);
+        executor.execute(() -> {
+            try {
+                BossApiClient.ApiResponse response = apiClient.getMasterAgentEvolution();
+                if (!response.ok()) {
+                    throw new IllegalStateException(response.message());
+                }
+                runOnUiThread(() -> {
+                    clearStatusMessage();
+                    renderDashboard(response.json);
+                });
+            } catch (Exception error) {
+                runOnUiThread(() -> {
+                    setRefreshing(false);
+                    contentLoaded = false;
+                    showStatusMessage("自动进化加载失败：" + error.getMessage(), true);
+                    renderLoadErrorState(error.getMessage());
+                });
+            }
+        });
+    }
+
+    private void updateRealtimeSubscription() {
+        if (apiClient != null && apiClient.hasSessionHints() && realtimeClient != null) {
+            realtimeClient.start();
+            return;
+        }
+        stopRealtimeUpdates();
+    }
+
+    private void stopRealtimeUpdates() {
+        if (realtimeClient != null) {
+            realtimeClient.stop();
+        }
+    }
+
+    void handleRealtimeEvent(BossRealtimeEvent event) {
+        if (event == null || !"master_agent.settings.updated".equals(event.eventName)) {
+            return;
+        }
+        long now = System.currentTimeMillis();
+        if (now - lastRealtimeReloadAt < REALTIME_RELOAD_THROTTLE_MS) {
+            return;
+        }
+        lastRealtimeReloadAt = now;
+        runOnUiThread(this::reload);
+    }
+
+    private void renderDashboard(JSONObject payload) {
+        JSONObject config = payload.optJSONObject("config");
+        JSONArray signals = payload.optJSONArray("signals");
+        JSONArray proposals = payload.optJSONArray("proposals");
+        JSONArray rules = payload.optJSONArray("rules");
+        canManageEvolution = payload.optBoolean("canManage", true);
+
+        currentMode = config == null ? "controlled" : config.optString("mode", "controlled");
+        boolean autoApplyLowRiskRules = config != null && config.optBoolean("autoApplyLowRiskRules", false);
+
+        replaceContent(contentRoot);
+        contentRoot.removeAllViews();
+
+        contentRoot.addView(BossUi.buildSimpleProfileHeader(
+                this,
+                "主 Agent 自动进化",
+                "最近在学什么、打算怎么改、已经生效了什么",
+                canManageEvolution
+                        ? "支持在这里切换 controlled / autonomous，并直接审核待处理提案。"
+                        : "当前是只读视角，可以查看主 Agent 正在学习和生效的规则。"
+        ));
+
+        contentRoot.addView(BossUi.buildSoftPanel(
+                this,
+                "当前模式",
+                "autonomous".equals(currentMode) ? "完全自我进化" : "受控自动进化",
+                autoApplyLowRiskRules ? "低风险提案会自动采纳。" : "所有提案都需要人工确认。"
+        ));
+        maybeRenderStatusBanner();
+
+        if (canManageEvolution) {
+            Button controlledButton = BossUi.buildMiniActionButton(this, "切到受控模式", false);
+            controlledButton.setEnabled(!"controlled".equals(currentMode));
+            controlledButton.setOnClickListener(v -> switchMode("controlled"));
+            Button autonomousButton = BossUi.buildMiniActionButton(this, "切到全自动模式", true);
+            autonomousButton.setEnabled(!"autonomous".equals(currentMode));
+            autonomousButton.setOnClickListener(v -> switchMode("autonomous"));
+            contentRoot.addView(BossUi.buildInlineActionRow(this, controlledButton, autonomousButton));
+        } else {
+            contentRoot.addView(BossUi.buildEmptyCard(this, "你当前没有管理权限，模式切换和提案审批仅管理员可操作。"));
+        }
+
+        contentRoot.addView(BossUi.buildWechatMenuRow(
+                this,
+                "待处理提案",
+                String.valueOf(countPendingProposals(proposals)) + " 条",
+                "待审核的策略变更会在这里集中展示。",
+                null,
+                null
+        ));
+        renderPendingProposals(proposals);
+
+        contentRoot.addView(BossUi.buildWechatMenuRow(
+                this,
+                "最近信号",
+                signals == null ? "0 条" : signals.length() + " 条",
+                "主 Agent 最近捕获到的问题和自我修正线索。",
+                null,
+                null
+        ));
+        renderSignals(signals);
+
+        contentRoot.addView(BossUi.buildWechatMenuRow(
+                this,
+                "已生效规则",
+                rules == null ? "0 条" : rules.length() + " 条",
+                "已经落进系统并开始影响主 Agent 行为的规则。",
+                null,
+                null
+        ));
+        renderRules(rules);
+
+        contentLoaded = true;
+        setRefreshing(false);
+    }
+
+    private void renderPendingProposals(@Nullable JSONArray proposals) {
+        if (proposals == null || proposals.length() == 0) {
+            contentRoot.addView(BossUi.buildEmptyCard(this, "当前没有待审批提案。"));
+            return;
+        }
+        boolean rendered = false;
+        for (int i = 0; i < proposals.length(); i++) {
+            JSONObject proposal = proposals.optJSONObject(i);
+            if (proposal == null || !"pending_review".equals(proposal.optString("status", ""))) {
+                continue;
+            }
+            rendered = true;
+            String proposalId = proposal.optString("proposalId", "");
+            contentRoot.addView(BossUi.buildWechatMenuRow(
+                    this,
+                    proposal.optString("title", "待审批提案"),
+                    proposal.optString("summary", "暂无摘要"),
+                    proposal.optString("proposalType", "-")
+                            + " · " + proposal.optString("riskLevel", "-")
+                            + " · " + formatTime(proposal.optString("createdAt", "-")),
+                    null,
+                    null
+            ));
+            if (canManageEvolution) {
+                Button rejectButton = BossUi.buildMiniActionButton(this, "拒绝", false);
+                rejectButton.setOnClickListener(v -> reviewProposal(proposalId, false));
+                Button approveButton = BossUi.buildMiniActionButton(this, "批准", true);
+                approveButton.setOnClickListener(v -> reviewProposal(proposalId, true));
+                contentRoot.addView(BossUi.buildInlineActionRow(this, rejectButton, approveButton));
+            }
+        }
+        if (!rendered) {
+            contentRoot.addView(BossUi.buildEmptyCard(this, "当前没有待审批提案。"));
+        }
+    }
+
+    private void renderSignals(@Nullable JSONArray signals) {
+        if (signals == null || signals.length() == 0) {
+            contentRoot.addView(BossUi.buildEmptyCard(this, "当前还没有进化信号。"));
+            return;
+        }
+        for (int i = 0; i < Math.min(signals.length(), 8); i++) {
+            JSONObject signal = signals.optJSONObject(i);
+            if (signal == null) continue;
+            contentRoot.addView(BossUi.buildWechatMenuRow(
+                    this,
+                    signal.optString("kind", "signal"),
+                    signal.optString("requestText", ""),
+                    formatTime(signal.optString("createdAt", "-")),
+                    null,
+                    null
+            ));
+        }
+    }
+
+    private void renderRules(@Nullable JSONArray rules) {
+        if (rules == null || rules.length() == 0) {
+            contentRoot.addView(BossUi.buildEmptyCard(this, "当前还没有已生效规则。"));
+            return;
+        }
+        for (int i = 0; i < Math.min(rules.length(), 8); i++) {
+            JSONObject rule = rules.optJSONObject(i);
+            if (rule == null) continue;
+            contentRoot.addView(BossUi.buildWechatMenuRow(
+                    this,
+                    rule.optString("ruleType", "rule"),
+                    rule.optString("sourceProposalId", "直接创建"),
+                    formatTime(rule.optString("createdAt", "-")),
+                    null,
+                    null
+            ));
+        }
+    }
+
+    private int countPendingProposals(@Nullable JSONArray proposals) {
+        if (proposals == null) {
+            return 0;
+        }
+        int count = 0;
+        for (int i = 0; i < proposals.length(); i++) {
+            JSONObject proposal = proposals.optJSONObject(i);
+            if (proposal != null && "pending_review".equals(proposal.optString("status", ""))) {
+                count += 1;
+            }
+        }
+        return count;
+    }
+
+    private void switchMode(String mode) {
+        if (!contentLoaded) {
+            showMessage("自动进化尚未加载完成。");
+            return;
+        }
+        setRefreshing(true);
+        executor.execute(() -> {
+            try {
+                BossApiClient.ApiResponse response = apiClient.updateMasterAgentEvolutionMode(mode);
+                if (!response.ok()) {
+                    throw new IllegalStateException(response.message());
+                }
+                runOnUiThread(() -> {
+                    showStatusMessage("已切到 " + ("autonomous".equals(mode) ? "完全自我进化" : "受控自动进化"), false);
+                    setResult(RESULT_OK);
+                    reload();
+                });
+            } catch (Exception error) {
+                runOnUiThread(() -> {
+                    setRefreshing(false);
+                    showStatusMessage("切换失败：" + error.getMessage(), true);
+                });
+            }
+        });
+    }
+
+    private void reviewProposal(String proposalId, boolean approve) {
+        if (proposalId == null || proposalId.isEmpty()) {
+            showMessage("缺少 proposalId");
+            return;
+        }
+        setRefreshing(true);
+        executor.execute(() -> {
+            try {
+                BossApiClient.ApiResponse response = approve
+                        ? apiClient.approveMasterAgentEvolutionProposal(proposalId)
+                        : apiClient.rejectMasterAgentEvolutionProposal(proposalId);
+                if (!response.ok()) {
+                    throw new IllegalStateException(response.message());
+                }
+                runOnUiThread(() -> {
+                    showStatusMessage(approve ? "提案已批准" : "提案已拒绝", false);
+                    setResult(RESULT_OK);
+                    reload();
+                });
+            } catch (Exception error) {
+                runOnUiThread(() -> {
+                    setRefreshing(false);
+                    showStatusMessage((approve ? "批准失败：" : "拒绝失败：") + error.getMessage(), true);
+                });
+            }
+        });
+    }
+
+    private void maybeRenderStatusBanner() {
+        if (statusMessage == null || statusMessage.isEmpty()) {
+            return;
+        }
+        contentRoot.addView(BossUi.buildSoftPanel(
+                this,
+                statusIsError ? "最近状态" : "最近操作",
+                statusMessage,
+                statusIsError ? "你可以直接点顶部刷新重试，或继续切换模式/审批提案。" : "本页已经同步到最新自动进化状态。"
+        ));
+    }
+
+    private void renderLoadErrorState(String message) {
+        replaceContent(contentRoot);
+        contentRoot.removeAllViews();
+        contentRoot.addView(BossUi.buildSimpleProfileHeader(
+                this,
+                "主 Agent 自动进化",
+                "信号、提案与生效规则",
+                "当前加载失败，保留在这个页面直接重试即可。"
+        ));
+        maybeRenderStatusBanner();
+        Button retryButton = BossUi.buildMiniActionButton(this, "重新加载", true);
+        retryButton.setOnClickListener(v -> reload());
+        contentRoot.addView(BossUi.buildInlineActionRow(this, retryButton));
+        contentRoot.addView(BossUi.buildEmptyCard(this, "自动进化中心暂时不可用：" + message));
+    }
+
+    private void showStatusMessage(String message, boolean isError) {
+        statusMessage = message;
+        statusIsError = isError;
+        showMessage(message);
+    }
+
+    private void clearStatusMessage() {
+        if (!statusIsError) {
+            statusMessage = null;
+        }
+        statusIsError = false;
+    }
+
+    private String formatTime(String value) {
+        if (value == null || value.isEmpty() || "-".equals(value)) {
+            return "-";
+        }
+        String normalized = value.replace('T', ' ');
+        int plusIndex = normalized.indexOf('+');
+        if (plusIndex > 0) {
+            return normalized.substring(0, plusIndex);
+        }
+        int zIndex = normalized.indexOf('Z');
+        if (zIndex > 0) {
+            return normalized.substring(0, zIndex);
+        }
+        return normalized;
+    }
+}

android/app/src/main/java/com/hyzq/boss/MasterAgentMemoryActivity.java

@@ -104,7 +104,7 @@ public class MasterAgentMemoryActivity extends BossScreenActivity {
         appendContent(BossUi.buildSoftPanel(
                 this,
                 "记忆说明",
-                "主 Agent 会自动沉淀长期有用的信息。你也可以在这里手动新增、编辑或删除。",
+                "主 Agent 会自动沉淀长期有用的信息。你也可以在这里手动新增、编辑或归档。",
                 "底层是结构化存储，项目记忆会显示真实 projectId。"
         ));
 
@@ -242,23 +242,23 @@ public class MasterAgentMemoryActivity extends BossScreenActivity {
                 ));
 
         if (memory != null) {
-            builder.setNeutralButton("删除", (dialog, which) -> confirmDeleteMemory(memory));
+            builder.setNeutralButton("归档", (dialog, which) -> confirmArchiveMemory(memory));
         }
 
         builder.show();
     }
 
-    private void confirmDeleteMemory(JSONObject memory) {
+    private void confirmArchiveMemory(JSONObject memory) {
         final String memoryId = memory.optString("memoryId", "");
         if (memoryId.isEmpty()) {
             showMessage("缺少 memoryId");
             return;
         }
         new AlertDialog.Builder(this)
-                .setTitle("删除记忆")
-                .setMessage("确定删除这条记忆吗？")
+                .setTitle("归档记忆")
+                .setMessage("确定归档这条记忆吗？归档后会从当前列表移除，不是永久删除。")
                 .setNegativeButton("取消", null)
-                .setPositiveButton("删除", (dialog, which) -> deleteMemory(memoryId))
+                .setPositiveButton("归档", (dialog, which) -> archiveMemory(memoryId))
                 .show();
     }
 
@@ -329,7 +329,7 @@ public class MasterAgentMemoryActivity extends BossScreenActivity {
         });
     }
 
-    private void deleteMemory(String memoryId) {
+    private void archiveMemory(String memoryId) {
         setRefreshing(true);
         executor.execute(() -> {
             try {
@@ -338,14 +338,14 @@ public class MasterAgentMemoryActivity extends BossScreenActivity {
                     throw new IllegalStateException(response.message());
                 }
                 runOnUiThread(() -> {
-                    showMessage("记忆已删除");
+                    showMessage("记忆已归档");
                     setResult(RESULT_OK);
                     finish();
                 });
             } catch (Exception error) {
                 runOnUiThread(() -> {
                     setRefreshing(false);
-                    showMessage("记忆删除失败：" + error.getMessage());
+                    showMessage("记忆归档失败：" + error.getMessage());
                 });
             }
         });

android/app/src/main/java/com/hyzq/boss/MasterAgentPromptActivity.java

@@ -34,6 +34,8 @@ public class MasterAgentPromptActivity extends BossScreenActivity {
     private @Nullable String backendOverrideText;
     private boolean clawSelectable;
     private @Nullable String clawReasonLabel;
+    private boolean hermesSelectable;
+    private @Nullable String hermesReasonLabel;
     private final List<String> backendOverrideValues = new ArrayList<>();
     private EditText userPromptInput;
     private EditText projectPromptInput;
@@ -84,6 +86,7 @@ public class MasterAgentPromptActivity extends BossScreenActivity {
         userPrompt = payload.optJSONObject("userPrompt");
         projectControls = payload.optJSONObject("projectControls");
         JSONObject clawAvailability = payload.optJSONObject("clawAvailability");
+        JSONObject hermesAvailability = payload.optJSONObject("hermesAvailability");
         adminPromptText = promptPolicy == null ? null : promptPolicy.optString("globalPrompt", "");
         userPromptText = userPrompt == null ? "" : userPrompt.optString("content", "");
         projectPromptOverrideText = payload.optString(
@@ -93,6 +96,8 @@ public class MasterAgentPromptActivity extends BossScreenActivity {
         backendOverrideText = projectControls == null ? "" : projectControls.optString("backendOverride", "");
         clawSelectable = clawAvailability != null && clawAvailability.optBoolean("selectable", false);
         clawReasonLabel = clawAvailability == null ? "" : clawAvailability.optString("reasonLabel", "");
+        hermesSelectable = hermesAvailability != null && hermesAvailability.optBoolean("selectable", false);
+        hermesReasonLabel = hermesAvailability == null ? "" : hermesAvailability.optString("reasonLabel", "");
 
         replaceContent();
         appendContent(BossUi.buildSimpleProfileHeader(
@@ -138,6 +143,10 @@ public class MasterAgentPromptActivity extends BossScreenActivity {
             backendOverrideValues.add("claw-runtime");
             backendLabels.add("Claw Runtime");
         }
+        if (hermesSelectable) {
+            backendOverrideValues.add("hermes-runtime");
+            backendLabels.add("Hermes Runtime");
+        }
 
         backendSpinner = new Spinner(this);
         backendSpinner.setAdapter(new ArrayAdapter<>(this, android.R.layout.simple_spinner_dropdown_item, backendLabels));
@@ -170,6 +179,16 @@ public class MasterAgentPromptActivity extends BossScreenActivity {
                             : "恢复可用后，执行后端下拉框会重新出现 Claw Runtime。"
             ));
         }
+        if (!hermesSelectable) {
+            appendContent(BossUi.buildSoftPanel(
+                    this,
+                    "Hermes Runtime 当前不可用",
+                    TextUtils.isEmpty(hermesReasonLabel) ? "当前环境未满足 Hermes Runtime 的启动条件。" : hermesReasonLabel,
+                    TextUtils.equals(backendOverrideText, "hermes-runtime")
+                            ? "当前对话之前保存过 Hermes Runtime，运行时会自动回退到默认后端。"
+                            : "恢复可用后，执行后端下拉框会重新出现 Hermes Runtime。"
+            ));
+        }
 
         previewTextView = new TextView(this);
         previewTextView.setText(buildPreviewText());
@@ -235,6 +254,8 @@ public class MasterAgentPromptActivity extends BossScreenActivity {
             builder.append("【执行后端】\n").append(backendValue).append("\n\n");
         } else if (TextUtils.equals(backendOverrideText, "claw-runtime") && !clawSelectable) {
             builder.append("【执行后端】\n默认（Claw Runtime 当前不可用，运行时会自动回退）\n\n");
+        } else if (TextUtils.equals(backendOverrideText, "hermes-runtime") && !hermesSelectable) {
+            builder.append("【执行后端】\n默认（Hermes Runtime 当前不可用，运行时会自动回退）\n\n");
         }
         if (builder.length() == 0) {
             return "当前没有任何提示词内容。";

android/app/src/main/java/com/hyzq/boss/ProjectDetailActivity.java

@@ -93,6 +93,7 @@ public class ProjectDetailActivity extends BossScreenActivity {
     private ActivityResultLauncher<Intent> masterAgentPromptLauncher;
     private ActivityResultLauncher<Intent> masterAgentTakeoverLauncher;
     private ActivityResultLauncher<Intent> masterAgentMemoryLauncher;
+    private ActivityResultLauncher<Intent> masterAgentEvolutionLauncher;
     private ActivityResultLauncher<Intent> forwardTargetLauncher;
     private ActivityResultLauncher<String> imagePickerLauncher;
     private ActivityResultLauncher<String> videoPickerLauncher;
@@ -259,6 +260,14 @@ public class ProjectDetailActivity extends BossScreenActivity {
                     }
                 }
         );
+        masterAgentEvolutionLauncher = registerForActivityResult(
+                new ActivityResultContracts.StartActivityForResult(),
+                result -> {
+                    if (result.getResultCode() == RESULT_OK) {
+                        reload(true);
+                    }
+                }
+        );
         forwardTargetLauncher = registerForActivityResult(
                 new ActivityResultContracts.StartActivityForResult(),
                 result -> {
@@ -1358,12 +1367,17 @@ public class ProjectDetailActivity extends BossScreenActivity {
         masterAgentTakeoverLauncher.launch(intent);
     }
 
+    private void openMasterAgentEvolution() {
+        Intent intent = new Intent(this, MasterAgentEvolutionActivity.class);
+        masterAgentEvolutionLauncher.launch(intent);
+    }
+
     private void showMasterAgentMoreMenu() {
         if (!isMasterAgentConversation()) {
             return;
         }
         new AlertDialog.Builder(this)
-                .setItems(new CharSequence[]{"模型", "推理强度", "全局接管", "提示词", "记忆", "会话信息", "刷新"}, (dialog, which) -> {
+                .setItems(new CharSequence[]{"模型", "推理强度", "全局接管", "自动进化", "提示词", "记忆", "会话信息", "刷新"}, (dialog, which) -> {
                     switch (which) {
                         case 0:
                             showMasterAgentModelPicker();
@@ -1375,15 +1389,18 @@ public class ProjectDetailActivity extends BossScreenActivity {
                             openMasterAgentTakeoverSettings();
                             break;
                         case 3:
-                            openMasterAgentPromptProfile();
+                            openMasterAgentEvolution();
                             break;
                         case 4:
-                            openMasterAgentMemories();
+                            openMasterAgentPromptProfile();
                             break;
                         case 5:
-                            openConversationInfo();
+                            openMasterAgentMemories();
                             break;
                         case 6:
+                            openConversationInfo();
+                            break;
+                        case 7:
                             reload(true);
                             break;
                         default:

android/app/src/main/java/com/hyzq/boss/WechatSurfaceMapper.java

@@ -19,6 +19,10 @@ public final class WechatSurfaceMapper {
     );
 
     private static final List<MeMenuItem> ROOT_ME_MENU_ITEMS = Arrays.asList(
+            new MeMenuItem("master_agent_prompt", "主 Agent 提示词", "配置全局主提示词和当前对话提示词"),
+            new MeMenuItem("master_agent_memory", "主 Agent 记忆", "维护用户通用记忆和项目记忆"),
+            new MeMenuItem("master_agent_takeover", "全局接管", "设置主 Agent 是否默认协同推进线程"),
+            new MeMenuItem("master_agent_evolution", "主 Agent 自动进化", "查看进化信号、提案与自动采纳规则"),
             new MeMenuItem("security", "账号与安全", "修改登录密码、设备安全与身份校验"),
             new MeMenuItem("settings", "设置", "默认首页、提醒方式与危险操作确认"),
             new MeMenuItem("ops", "运维与修复", "查看运维会话、修复回放与 standby 切换"),

android/app/src/test/java/com/hyzq/boss/BossApiClientDispatchPlansTest.java

@@ -210,6 +210,44 @@ public class BossApiClientDispatchPlansTest {
         assertEquals("GET", connection.requestMethodValue);
     }
 
+    @Test
+    public void getMasterAgentEvolutionUsesDashboardEndpoint() throws Exception {
+        RecordingConnection connection = new RecordingConnection(new URL("https://boss.hyzq.net/api/v1/master-agent/evolution"));
+        RecordingBossApiClient apiClient = new RecordingBossApiClient(connection);
+
+        BossApiClient.ApiResponse response = apiClient.getMasterAgentEvolution();
+
+        assertEquals(200, response.statusCode);
+        assertEquals("/api/v1/master-agent/evolution", apiClient.lastPath);
+        assertEquals("GET", connection.requestMethodValue);
+    }
+
+    @Test
+    public void updateMasterAgentEvolutionModeWritesModePayload() throws Exception {
+        RecordingConnection connection = new RecordingConnection(new URL("https://boss.hyzq.net/api/v1/master-agent/evolution/config"));
+        RecordingBossApiClient apiClient = new RecordingBossApiClient(connection);
+
+        BossApiClient.ApiResponse response = apiClient.updateMasterAgentEvolutionMode("controlled");
+
+        assertEquals(200, response.statusCode);
+        assertEquals("/api/v1/master-agent/evolution/config", apiClient.lastPath);
+        assertEquals("POST", connection.requestMethodValue);
+        assertEquals("{\"mode\":\"controlled\"}", connection.requestBody());
+    }
+
+    @Test
+    public void approveMasterAgentEvolutionProposalUsesProposalEndpoint() throws Exception {
+        RecordingConnection connection = new RecordingConnection(new URL("https://boss.hyzq.net/api/v1/master-agent/evolution/proposals/proposal-1/approve"));
+        RecordingBossApiClient apiClient = new RecordingBossApiClient(connection);
+
+        BossApiClient.ApiResponse response = apiClient.approveMasterAgentEvolutionProposal("proposal-1");
+
+        assertEquals(200, response.statusCode);
+        assertEquals("/api/v1/master-agent/evolution/proposals/proposal-1/approve", apiClient.lastPath);
+        assertEquals("POST", connection.requestMethodValue);
+        assertEquals("{}", connection.requestBody());
+    }
+
     @Test
     public void createMasterAgentMemoryWritesStructuredPayload() throws Exception {
         RecordingConnection connection = new RecordingConnection(new URL("https://boss.hyzq.net/api/v1/projects/master-agent/memories"));

android/app/src/test/java/com/hyzq/boss/BossUiRootSurfaceTest.java

@@ -40,7 +40,7 @@ public class BossUiRootSurfaceTest {
         ReflectionHelpers.callInstanceMethod(activity, "renderMeRoot");
 
         LinearLayout content = ReflectionHelpers.getField(activity, "screenContent");
-        assertEquals("我的页应是资料头 + 6 条菜单", 7, content.getChildCount());
+        assertEquals("我的页应是资料头 + 10 条菜单", 11, content.getChildCount());
 
         View header = content.getChildAt(0);
         assertEquals("资料头不应保留浮层卡片感", 0f, header.getElevation(), 0.01f);
@@ -49,6 +49,10 @@ public class BossUiRootSurfaceTest {
         assertTrue(viewTreeContainsText(header, "最高管理员"));
         assertTrue(viewTreeContainsText(header, "主控账号已启用安全保护"));
 
+        assertTrue(viewTreeContainsText(content, "主 Agent 提示词"));
+        assertTrue(viewTreeContainsText(content, "主 Agent 记忆"));
+        assertTrue(viewTreeContainsText(content, "全局接管"));
+        assertTrue(viewTreeContainsText(content, "主 Agent 自动进化"));
         assertTrue(viewTreeContainsText(content, "账号与安全"));
         assertTrue(viewTreeContainsText(content, "设置"));
         assertTrue(viewTreeContainsText(content, "运维与修复"));

android/app/src/test/java/com/hyzq/boss/MainActivityMeEntryNavigationTest.java

@@ -0,0 +1,79 @@
+package com.hyzq.boss;
+
+import static org.junit.Assert.assertEquals;
+
+import android.content.Intent;
+
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.robolectric.Robolectric;
+import org.robolectric.RobolectricTestRunner;
+import org.robolectric.Shadows;
+import org.robolectric.annotation.Config;
+import org.robolectric.util.ReflectionHelpers;
+
+@RunWith(RobolectricTestRunner.class)
+@Config(sdk = 34)
+public class MainActivityMeEntryNavigationTest {
+    @Test
+    public void masterAgentPromptMeEntryOpensPromptActivityForMasterAgent() {
+        MainActivity activity = Robolectric.buildActivity(MainActivity.class).setup().get();
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "openMeEntry",
+                ReflectionHelpers.ClassParameter.from(String.class, "master_agent_prompt")
+        );
+
+        Intent started = Shadows.shadowOf(activity).getNextStartedActivity();
+        assertEquals(MasterAgentPromptActivity.class.getName(), started.getComponent().getClassName());
+        assertEquals("master-agent", started.getStringExtra(MasterAgentPromptActivity.EXTRA_PROJECT_ID));
+        assertEquals("主 Agent", started.getStringExtra(MasterAgentPromptActivity.EXTRA_PROJECT_NAME));
+    }
+
+    @Test
+    public void masterAgentMemoryMeEntryOpensMemoryActivityForMasterAgent() {
+        MainActivity activity = Robolectric.buildActivity(MainActivity.class).setup().get();
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "openMeEntry",
+                ReflectionHelpers.ClassParameter.from(String.class, "master_agent_memory")
+        );
+
+        Intent started = Shadows.shadowOf(activity).getNextStartedActivity();
+        assertEquals(MasterAgentMemoryActivity.class.getName(), started.getComponent().getClassName());
+        assertEquals("master-agent", started.getStringExtra(MasterAgentMemoryActivity.EXTRA_PROJECT_ID));
+        assertEquals("主 Agent", started.getStringExtra(MasterAgentMemoryActivity.EXTRA_PROJECT_NAME));
+    }
+
+    @Test
+    public void masterAgentTakeoverMeEntryOpensTakeoverActivityForMasterAgent() {
+        MainActivity activity = Robolectric.buildActivity(MainActivity.class).setup().get();
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "openMeEntry",
+                ReflectionHelpers.ClassParameter.from(String.class, "master_agent_takeover")
+        );
+
+        Intent started = Shadows.shadowOf(activity).getNextStartedActivity();
+        assertEquals(MasterAgentTakeoverActivity.class.getName(), started.getComponent().getClassName());
+        assertEquals("master-agent", started.getStringExtra(MasterAgentTakeoverActivity.EXTRA_PROJECT_ID));
+        assertEquals("主 Agent", started.getStringExtra(MasterAgentTakeoverActivity.EXTRA_PROJECT_NAME));
+    }
+
+    @Test
+    public void masterAgentEvolutionMeEntryOpensEvolutionActivity() {
+        MainActivity activity = Robolectric.buildActivity(MainActivity.class).setup().get();
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "openMeEntry",
+                ReflectionHelpers.ClassParameter.from(String.class, "master_agent_evolution")
+        );
+
+        Intent started = Shadows.shadowOf(activity).getNextStartedActivity();
+        assertEquals(MasterAgentEvolutionActivity.class.getName(), started.getComponent().getClassName());
+    }
+}

android/app/src/test/java/com/hyzq/boss/MasterAgentEvolutionActivityTest.java

@@ -0,0 +1,226 @@
+package com.hyzq.boss;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import android.content.Intent;
+import android.view.View;
+import android.view.ViewGroup;
+import android.widget.TextView;
+
+import org.json.JSONArray;
+import org.json.JSONObject;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.robolectric.Robolectric;
+import org.robolectric.RobolectricTestRunner;
+import org.robolectric.Shadows;
+import org.robolectric.annotation.Config;
+import org.robolectric.util.ReflectionHelpers;
+
+@RunWith(RobolectricTestRunner.class)
+@Config(sdk = 34)
+public class MasterAgentEvolutionActivityTest {
+    @Test
+    public void renderDashboardShowsModePendingProposalSignalAndRule() throws Exception {
+        TestMasterAgentEvolutionActivity activity = Robolectric
+                .buildActivity(TestMasterAgentEvolutionActivity.class, new Intent())
+                .setup()
+                .get();
+
+        JSONObject payload = new JSONObject()
+                .put("config", new JSONObject()
+                        .put("mode", "autonomous")
+                        .put("autoApplyLowRiskRules", true))
+                .put("signals", new JSONArray()
+                        .put(new JSONObject()
+                                .put("signalId", "signal-1")
+                                .put("kind", "repeated_question")
+                                .put("requestText", "当前主节点在线吗")
+                                .put("createdAt", "2026-04-16T12:00:00+08:00")))
+                .put("proposals", new JSONArray()
+                        .put(new JSONObject()
+                                .put("proposalId", "proposal-1")
+                                .put("status", "pending_review")
+                                .put("proposalType", "fast_path_rule")
+                                .put("riskLevel", "low")
+                                .put("createdAt", "2026-04-16T12:01:00+08:00")
+                                .put("title", "新增 Fast Path")
+                                .put("summary", "把状态查询加入本地直答")))
+                .put("rules", new JSONArray()
+                        .put(new JSONObject()
+                                .put("ruleId", "rule-1")
+                                .put("ruleType", "routing_preference_patch")
+                                .put("sourceProposalId", "proposal-2")
+                                .put("createdAt", "2026-04-16T12:02:00+08:00")));
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "renderDashboard",
+                ReflectionHelpers.ClassParameter.from(JSONObject.class, payload)
+        );
+
+        View content = activity.findViewById(R.id.screen_content);
+        assertTrue(viewTreeContainsText(content, "完全自我进化"));
+        assertTrue(viewTreeContainsText(content, "待处理提案"));
+        assertTrue(viewTreeContainsText(content, "新增 Fast Path"));
+        assertTrue(viewTreeContainsText(content, "repeated_question"));
+        assertTrue(viewTreeContainsText(content, "routing_preference_patch"));
+    }
+
+    @Test
+    public void matchingRealtimeEventTriggersReload() throws Exception {
+        TestMasterAgentEvolutionActivity activity = Robolectric
+                .buildActivity(TestMasterAgentEvolutionActivity.class, new Intent())
+                .setup()
+                .resume()
+                .get();
+        activity.reloadEnabled = true;
+        activity.reloadCount = 0;
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "handleRealtimeEvent",
+                ReflectionHelpers.ClassParameter.from(
+                        BossRealtimeEvent.class,
+                        new BossRealtimeEvent("master_agent.settings.updated", new JSONObject())
+                )
+        );
+        Shadows.shadowOf(activity.getMainLooper()).idle();
+
+        assertEquals(1, activity.reloadCount);
+    }
+
+    @Test
+    public void renderDashboardHidesManageActionsForReadonlyView() throws Exception {
+        TestMasterAgentEvolutionActivity activity = Robolectric
+                .buildActivity(TestMasterAgentEvolutionActivity.class, new Intent())
+                .setup()
+                .get();
+
+        JSONObject payload = new JSONObject()
+                .put("canManage", false)
+                .put("config", new JSONObject()
+                        .put("mode", "controlled")
+                        .put("autoApplyLowRiskRules", false))
+                .put("signals", new JSONArray())
+                .put("proposals", new JSONArray()
+                        .put(new JSONObject()
+                                .put("proposalId", "proposal-1")
+                                .put("status", "pending_review")
+                                .put("proposalType", "fast_path_rule")
+                                .put("riskLevel", "low")
+                                .put("createdAt", "2026-04-16T12:01:00+08:00")
+                                .put("title", "新增 Fast Path")
+                                .put("summary", "把状态查询加入本地直答")))
+                .put("rules", new JSONArray());
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "renderDashboard",
+                ReflectionHelpers.ClassParameter.from(JSONObject.class, payload)
+        );
+
+        View content = activity.findViewById(R.id.screen_content);
+        assertTrue(viewTreeContainsText(content, "当前是只读视角"));
+        assertTrue(viewTreeContainsText(content, "你当前没有管理权限"));
+        assertFalse(viewTreeContainsText(content, "切到全自动模式"));
+        assertFalse(viewTreeContainsText(content, "批准"));
+    }
+
+    @Test
+    public void renderDashboardShowsStatusBannerAndFormattedTimes() throws Exception {
+        TestMasterAgentEvolutionActivity activity = Robolectric
+                .buildActivity(TestMasterAgentEvolutionActivity.class, new Intent())
+                .setup()
+                .get();
+
+        ReflectionHelpers.setField(activity, "statusMessage", "提案已批准");
+        ReflectionHelpers.setField(activity, "statusIsError", false);
+
+        JSONObject payload = new JSONObject()
+                .put("config", new JSONObject()
+                        .put("mode", "controlled")
+                        .put("autoApplyLowRiskRules", false))
+                .put("signals", new JSONArray()
+                        .put(new JSONObject()
+                                .put("signalId", "signal-1")
+                                .put("kind", "backend_fallback")
+                                .put("requestText", "主节点暂时不可用")
+                                .put("createdAt", "2026-04-16T12:00:00+08:00")))
+                .put("proposals", new JSONArray())
+                .put("rules", new JSONArray()
+                        .put(new JSONObject()
+                                .put("ruleId", "rule-1")
+                                .put("ruleType", "fast_path_rule")
+                                .put("createdAt", "2026-04-16T12:02:00+08:00")));
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "renderDashboard",
+                ReflectionHelpers.ClassParameter.from(JSONObject.class, payload)
+        );
+
+        View content = activity.findViewById(R.id.screen_content);
+        assertTrue(viewTreeContainsText(content, "最近操作"));
+        assertTrue(viewTreeContainsText(content, "提案已批准"));
+        assertTrue(viewTreeContainsText(content, "2026-04-16 12:00:00"));
+        assertTrue(viewTreeContainsText(content, "2026-04-16 12:02:00"));
+    }
+
+    @Test
+    public void renderLoadErrorStateKeepsRetryEntryVisible() throws Exception {
+        TestMasterAgentEvolutionActivity activity = Robolectric
+                .buildActivity(TestMasterAgentEvolutionActivity.class, new Intent())
+                .setup()
+                .get();
+
+        ReflectionHelpers.setField(activity, "statusMessage", "自动进化加载失败：network down");
+        ReflectionHelpers.setField(activity, "statusIsError", true);
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "renderLoadErrorState",
+                ReflectionHelpers.ClassParameter.from(String.class, "network down")
+        );
+
+        View content = activity.findViewById(R.id.screen_content);
+        assertTrue(viewTreeContainsText(content, "当前加载失败，保留在这个页面直接重试即可。"));
+        assertTrue(viewTreeContainsText(content, "重新加载"));
+        assertTrue(viewTreeContainsText(content, "自动进化中心暂时不可用：network down"));
+        assertTrue(viewTreeContainsText(content, "最近状态"));
+    }
+
+    private static boolean viewTreeContainsText(View root, String expectedText) {
+        if (root instanceof TextView) {
+            CharSequence text = ((TextView) root).getText();
+            if (text != null && text.toString().contains(expectedText)) {
+                return true;
+            }
+        }
+        if (!(root instanceof ViewGroup)) {
+            return false;
+        }
+        ViewGroup group = (ViewGroup) root;
+        for (int index = 0; index < group.getChildCount(); index += 1) {
+            if (viewTreeContainsText(group.getChildAt(index), expectedText)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    public static class TestMasterAgentEvolutionActivity extends MasterAgentEvolutionActivity {
+        private boolean reloadEnabled;
+        private int reloadCount;
+
+        @Override
+        protected void reload() {
+            if (!reloadEnabled) {
+                return;
+            }
+            reloadCount += 1;
+            setRefreshing(false);
+        }
+    }
+}

android/app/src/test/java/com/hyzq/boss/MasterAgentPromptActivityTest.java

@@ -193,6 +193,86 @@ public class MasterAgentPromptActivityTest {
         assertTrue(viewTreeContainsText(content, "未检测到有效的 Claw 启动脚本"));
     }
 
+    @Test
+    public void renderPromptProfileIncludesHermesRuntimeWhenSelectable() throws Exception {
+        TestMasterAgentPromptActivity activity = Robolectric
+                .buildActivity(
+                        TestMasterAgentPromptActivity.class,
+                        new Intent()
+                                .putExtra(MasterAgentPromptActivity.EXTRA_PROJECT_ID, "master-agent")
+                                .putExtra(MasterAgentPromptActivity.EXTRA_PROJECT_NAME, "主 Agent")
+                )
+                .setup()
+                .get();
+
+        JSONObject payload = new JSONObject()
+                .put("promptPolicy", new JSONObject().put("globalPrompt", "全局主提示词"))
+                .put("userPrompt", new JSONObject().put("content", "用户私有主提示词"))
+                .put("projectControls", new JSONObject()
+                        .put("promptOverride", "当前对话提示词")
+                        .put("backendOverride", "hermes-runtime"))
+                .put("clawAvailability", new JSONObject()
+                        .put("status", "ready")
+                        .put("selectable", true)
+                        .put("reasonLabel", "Claw Runtime 可用。"))
+                .put("hermesAvailability", new JSONObject()
+                        .put("status", "ready")
+                        .put("selectable", true)
+                        .put("reasonLabel", "Hermes Runtime 可用。"));
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "renderPromptProfile",
+                ReflectionHelpers.ClassParameter.from(JSONObject.class, payload)
+        );
+
+        Spinner backendSpinner = ReflectionHelpers.getField(activity, "backendSpinner");
+        assertEquals(3, backendSpinner.getAdapter().getCount());
+        assertEquals(2, backendSpinner.getSelectedItemPosition());
+        assertEquals("Hermes Runtime", String.valueOf(backendSpinner.getAdapter().getItem(2)));
+        TextView previewTextView = ReflectionHelpers.getField(activity, "previewTextView");
+        assertTrue(String.valueOf(previewTextView.getText()).contains("【执行后端】"));
+        assertTrue(String.valueOf(previewTextView.getText()).contains("hermes-runtime"));
+    }
+
+    @Test
+    public void renderPromptProfileShowsHermesUnavailableHintWhenStoredOverrideCannotBeSelected() throws Exception {
+        TestMasterAgentPromptActivity activity = Robolectric
+                .buildActivity(
+                        TestMasterAgentPromptActivity.class,
+                        new Intent()
+                                .putExtra(MasterAgentPromptActivity.EXTRA_PROJECT_ID, "master-agent")
+                                .putExtra(MasterAgentPromptActivity.EXTRA_PROJECT_NAME, "主 Agent")
+                )
+                .setup()
+                .get();
+
+        JSONObject payload = new JSONObject()
+                .put("promptPolicy", new JSONObject().put("globalPrompt", "全局主提示词"))
+                .put("userPrompt", new JSONObject().put("content", "用户私有主提示词"))
+                .put("projectControls", new JSONObject()
+                        .put("promptOverride", "当前对话提示词")
+                        .put("backendOverride", "hermes-runtime"))
+                .put("hermesAvailability", new JSONObject()
+                        .put("status", "misconfigured")
+                        .put("selectable", false)
+                        .put("reason", "script_not_found")
+                        .put("reasonLabel", "未检测到有效的 Hermes 启动脚本，将自动回退到默认后端。"));
+
+        ReflectionHelpers.callInstanceMethod(
+                activity,
+                "renderPromptProfile",
+                ReflectionHelpers.ClassParameter.from(JSONObject.class, payload)
+        );
+
+        Spinner backendSpinner = ReflectionHelpers.getField(activity, "backendSpinner");
+        assertEquals(1, backendSpinner.getAdapter().getCount());
+        View content = activity.findViewById(R.id.screen_content);
+        assertTrue(viewTreeContainsText(content, "Hermes Runtime 当前不可用"));
+        assertTrue(viewTreeContainsText(content, "未检测到有效的 Hermes 启动脚本"));
+        assertTrue(viewTreeContainsText(content, "当前对话之前保存过 Hermes Runtime"));
+    }
+
     private static boolean viewTreeContainsText(View root, String expectedText) {
         if (root instanceof TextView) {
             CharSequence text = ((TextView) root).getText();

android/app/src/test/java/com/hyzq/boss/ProjectDetailActivityMasterAgentMenuTest.java

@@ -45,10 +45,11 @@ public class ProjectDetailActivityMasterAgentMenuTest {
         assertMenuItem(listView, 0, "模型");
         assertMenuItem(listView, 1, "推理强度");
         assertMenuItem(listView, 2, "全局接管");
-        assertMenuItem(listView, 3, "提示词");
-        assertMenuItem(listView, 4, "记忆");
-        assertMenuItem(listView, 5, "会话信息");
-        assertMenuItem(listView, 6, "刷新");
+        assertMenuItem(listView, 3, "自动进化");
+        assertMenuItem(listView, 4, "提示词");
+        assertMenuItem(listView, 5, "记忆");
+        assertMenuItem(listView, 6, "会话信息");
+        assertMenuItem(listView, 7, "刷新");
     }
 
     @Test

android/app/src/test/java/com/hyzq/boss/WechatSurfaceMapperMeMenuTest.java

@@ -0,0 +1,21 @@
+package com.hyzq.boss;
+
+import static org.junit.Assert.assertEquals;
+
+import org.junit.Test;
+
+public class WechatSurfaceMapperMeMenuTest {
+    @Test
+    public void rootMeMenuIncludesMasterAgentEvolutionEntryAfterPromptMemory() {
+        WechatSurfaceMapper.MeMenuItem[] items = WechatSurfaceMapper.rootMeMenuItems();
+
+        assertEquals("master_agent_prompt", items[0].key);
+        assertEquals("主 Agent 提示词", items[0].title);
+        assertEquals("master_agent_memory", items[1].key);
+        assertEquals("主 Agent 记忆", items[1].title);
+        assertEquals("master_agent_takeover", items[2].key);
+        assertEquals("全局接管", items[2].title);
+        assertEquals("master_agent_evolution", items[3].key);
+        assertEquals("主 Agent 自动进化", items[3].title);
+    }
+}

android/app/src/test/java/com/hyzq/boss/WechatSurfaceMapperTest.java

@@ -192,7 +192,7 @@ public class WechatSurfaceMapperTest {
     @Test
     public void rootMeMenuTitles_matchLegacyWechatMenuWithOpsEntry() throws Exception {
         assertArrayEquals(
-                new String[]{"账号与安全", "设置", "运维与修复", "AI 账号", "技能", "关于"},
+                new String[]{"主 Agent 提示词", "主 Agent 记忆", "全局接管", "主 Agent 自动进化", "账号与安全", "设置", "运维与修复", "AI 账号", "技能", "关于"},
                 WechatSurfaceMapper.rootMeMenuTitles()
         );
     }
@@ -208,7 +208,7 @@ public class WechatSurfaceMapperTest {
     @Test
     public void mainPage_keepsOpsEntryInStableWechatMenuOrder() throws Exception {
         assertArrayEquals(
-                new String[]{"账号与安全", "设置", "运维与修复", "AI 账号", "技能", "关于"},
+                new String[]{"主 Agent 提示词", "主 Agent 记忆", "全局接管", "主 Agent 自动进化", "账号与安全", "设置", "运维与修复", "AI 账号", "技能", "关于"},
                 WechatSurfaceMapper.rootMeMenuTitles()
         );
     }
@@ -380,15 +380,22 @@ public class WechatSurfaceMapperTest {
     public void meMenuItems_useStableKeysInsteadOfDisplayTitlesForRouting() throws Exception {
         WechatSurfaceMapper.MeMenuItem[] items = WechatSurfaceMapper.rootMeMenuItems();
 
-        assertEquals(6, items.length);
-        assertEquals("security", items[0].key);
-        assertEquals("账号与安全", items[0].title);
-        assertEquals("settings", items[1].key);
-        assertEquals("ops", items[2].key);
-        assertEquals("运维与修复", items[2].title);
-        assertEquals("ai_accounts", items[3].key);
-        assertEquals("skills", items[4].key);
-        assertEquals("about", items[5].key);
+        assertEquals(10, items.length);
+        assertEquals("master_agent_prompt", items[0].key);
+        assertEquals("主 Agent 提示词", items[0].title);
+        assertEquals("master_agent_memory", items[1].key);
+        assertEquals("主 Agent 记忆", items[1].title);
+        assertEquals("master_agent_takeover", items[2].key);
+        assertEquals("全局接管", items[2].title);
+        assertEquals("master_agent_evolution", items[3].key);
+        assertEquals("主 Agent 自动进化", items[3].title);
+        assertEquals("security", items[4].key);
+        assertEquals("settings", items[5].key);
+        assertEquals("ops", items[6].key);
+        assertEquals("运维与修复", items[6].title);
+        assertEquals("ai_accounts", items[7].key);
+        assertEquals("skills", items[8].key);
+        assertEquals("about", items[9].key);
     }
 
     @Test

docs/architecture/ai_handoff_index_cn.md

@@ -54,6 +54,7 @@
 - `android/app/src/main/java/com/hyzq/boss/MainActivity.java`：原生入口 Activity
 - `android/app/src/main/java/com/hyzq/boss/BossApiClient.java`：原生 API 客户端
 - `android/app/src/main/java/com/hyzq/boss/ProjectDetailActivity.java`：原生聊天优先项目页，只保留目标/版本轻入口
+- `android/app/src/main/java/com/hyzq/boss/MasterAgentEvolutionActivity.java`：原生主 Agent 自动进化页，可查看信号/提案/规则并切换模式
 - `android/app/src/main/java/com/hyzq/boss/ConversationInfoActivity.java`：原生微信式会话信息页，支持线程改名和发起群聊
 - `android/app/src/main/java/com/hyzq/boss/GroupInfoActivity.java`：原生群资料页，支持群名修改与成员查看
 - `android/app/src/main/java/com/hyzq/boss/GroupCreateActivity.java`：原生独立群聊创建页
@@ -155,6 +156,8 @@
 - `版本迭代记录` 只读，由主 Agent 汇总
 - `我的` 根页当前保留 `账号与安全 / 设置 / 运维与修复 / AI 账号 / 技能 / 关于`
 - `我的 > 主 Agent 提示词 / 记忆` 当前可编辑管理员全局主提示词、用户主提示词、当前对话附加提示词，以及用户通用记忆 / 项目记忆
+- `我的 > 主 Agent 自动进化` 当前可查看进化信号、待审批提案、已生效规则，并切换 `controlled / autonomous`
+- 原生 Android 也已接上 `我的 > 主 Agent 自动进化` 与 `主 Agent 会话右上角 ... > 自动进化` 两个入口
 - `我的 > AI 账号` 必须可查看和切换 `主 GPT / 备用 GPT / API 容灾`
 - `我的 > 技能` 必须按绑定设备展示 Skill，并支持一键复制调用语句
 - `设备` 页当前只允许出现生产设备，旧演示脏数据不能回流到正式视图

docs/architecture/api_and_service_inventory_cn.md

@@ -27,6 +27,7 @@
 - 当前原生活动页：
   - `MainActivity`
   - `ProjectDetailActivity`
+  - `MasterAgentEvolutionActivity`
   - `ConversationInfoActivity`
   - `ThreadStatusActivity`
   - `GroupInfoActivity`
@@ -74,7 +75,7 @@
   - 保留版本与 OTA 操作
   - 当前已补上 OTA 下载进度、失败重试、安装授权提示和返回关于页后的本地状态恢复
 - 当前 `我的` 根页：
-  - 保留 `账号与安全 / 设置 / 运维与修复 / AI 账号 / 技能 / 关于`
+  - 保留 `主 Agent 提示词 / 主 Agent 记忆 / 全局接管 / 主 Agent 自动进化 / 账号与安全 / 设置 / 运维与修复 / AI 账号 / 技能 / 关于`
   - `运维与修复` 直接进入 `OpsCenterActivity`
 - 当前 `OpenAiOnboardingActivity`：
   - 会先自动打开 `OpenAI Platform` 登录页
@@ -149,7 +150,7 @@
 - `GET /me/settings`
 - `GET /me/skills`
 - `GET /me/master-agent`
-- `GET /me/master-agent`
+- `GET /me/master-agent/evolution`
 
 ## 3. Web API 路由
 

docs/architecture/current_runtime_and_deploy_status_cn.md

@@ -1,6 +1,6 @@
 # Boss 当前运行与部署状态
 
-更新时间：`2026-04-03`
+更新时间：`2026-04-16`
 
 ## 1. 本地状态
 
@@ -134,7 +134,9 @@ cd /Users/kris/code/boss
 - 当前 `AI 账号` 页顶部会直接展示“当前主控身份”，并提供 `校验主控 / 测试主 Agent 对话` 两个入口，切换主控后不必再手动退回会话页验证
 - 当前阿里百炼备用链已完成一次真实线上闭环验证：手动切到 `aliyun-qwen-backup` 后，`POST /api/v1/projects/master-agent/messages` 会返回 `queued`，并已实际回流 `阿里备用链正常。` 到 `master-agent` 会话
 - 当前 `我的 > AI 账号` 已把阿里百炼备用模型切成预设选择：Web 和原生 Android 都支持直接切换 `qwen3.5-plus / qwen3.5-flash`，只有预设不适用时才需要填写自定义模型
-- 当前 `我的 > 主 Agent 提示词 / 记忆` 页面已接通：管理员全局主提示词只读展示、用户主提示词、当前对话附加提示词，以及用户通用记忆 / 跨项目项目记忆都可以在 Web 端查看和编辑；当前对话设置按登录账号隔离，管理员全局主提示词不可覆盖
+- 当前 `我的` 根页已经拆出 `主 Agent 提示词 / 主 Agent 记忆 / 全局接管 / 主 Agent 自动进化` 四个独立入口；提示词页用于管理员全局主提示词、用户主提示词、当前对话附加提示词与执行后端设置，记忆页用于用户通用记忆和项目记忆的查看、编辑与归档
+- 当前 `我的 > 主 Agent 自动进化` 页面已接通：Web `/me/master-agent/evolution` 可查看最近信号、待审批提案和已生效规则，并允许管理员切换 `controlled / autonomous`、批准或拒绝提案
+- 当前原生 Android 也已接通 `主 Agent 自动进化`：`我的` 根页可直接进入，`master-agent` 会话右上角 `...` 菜单也可直达；页面支持查看最近信号、待审批提案、已生效规则。管理员可切换 `controlled / autonomous` 并批准/拒绝提案，非管理员显示只读视角
 - 当前 Web 端 `master-agent` 会话页右上角也已补齐微信式三点菜单，支持直接进入 `提示词 / 模型 / 推理强度 / 记忆 / 刷新`
 - 当前 `approval_required` 群聊在 Web 端已统一用单一状态快照驱动：如果存在新的待确认推荐，会自动折叠旧的拒绝态；如果上次推荐已拒绝，会明确展示“重新生成新的推荐”的恢复入口
 - 当前如果主控身份还是 `Master Codex Node`，但该节点离线或执行立即失败，主 Agent 会优先尝试已配置的 `OpenAI API / 阿里百炼 Qwen` 备用账号，不再把失败日志直接原样回给用户
@@ -164,6 +166,8 @@ cd /Users/kris/code/boss
 - 主 Agent 单聊当前已改成“快速入队 + 异步回流”：`POST /api/v1/projects/master-agent/messages` 会先返回 `masterReplyState + task`，真实回复随后再回写消息账本
 - 当前对话级 `agentControls` 已经生效：`master-agent` 会话支持 `modelOverride / reasoningEffortOverride` 强制覆盖，也支持 `fastModelOverride / fastReasoningEffortOverride / smartModelOverride / smartReasoningEffortOverride` 这组策略默认值；主 Agent 普通对话默认按 fast 档选模型，深度任务可按 smart 档选模型，手动强制覆盖仍然优先级最高
 - 当前主 Agent 自动进化引擎已接入第一阶段共享内核：`masterAgentEvolutionConfig / Signals / Proposals / Rules / RunLogs` 已进入状态模型，`GET /api/v1/master-agent/evolution` 可查看进化状态，`POST /api/v1/master-agent/evolution/config` 可在 `controlled / autonomous` 间切换，提案支持 approve / reject；`controlled` 只生成待审批提案，`autonomous` 可自动采纳低风险 `memory_patch / routing_preference_patch / fast_path_rule`
+- 当前 `codex/master-agent-autonomous-evolution` 分支把默认 evolution mode 改成 `autonomous`，新初始化状态会默认开启低风险自动采纳；`codex/master-agent-controlled-evolution` 保持 `controlled` 默认值
+- 当前主 Agent 会在 fast path 判断前捕获状态类问题信号；重复短问句会沉淀为 `repeated_question`，显式后端回退会附带 `fallbackToBackendId`，在 autonomous 模式下可自动写回 `backendOverride`
 - 当前 `group_dispatch_plan / device_import_resolution / attachment_analysis` 三类深度任务已经会把 `smart*` 策略下发到任务队列，并随任务持久化 `executionModel / executionReasoningEffort`；local-agent 执行这类任务时会优先吃任务级模型，不再只依赖本机固定默认模型
 - 当前对话级 `agentControls` 也已支持 `backendOverride`：`master-agent` 会话可在 `Claw Runtime` 或 `Hermes Runtime` 可用时显式选择 `claw-runtime / hermes-runtime`，普通单线程会话当前只开放 `hermes-runtime`；不可用时保存接口会直接拒绝，并返回人类可读原因
 - 原生 Android 当前会把 `master-agent` 的等待态保留在消息流里：发送后常驻显示“主 Agent 思考中”，超时后改成“主 Agent 回复超时 + 重试等待”，收到新回复后会自动清掉，不再只靠 toast 提示

src/app/api/v1/master-agent/evolution/route.ts

@@ -12,5 +12,10 @@ export async function GET(request: NextRequest) {
   }
 
   const dashboard = await getMasterAgentEvolutionDashboard();
-  return jsonNoStore({ ok: true, ...dashboard });
+  return jsonNoStore({
+    ok: true,
+    canManage: session.role === "highest_admin",
+    role: session.role,
+    ...dashboard,
+  });
 }

src/app/me/master-agent/evolution/page.tsx

@@ -0,0 +1,36 @@
+import { RealtimeRefresh } from "@/components/app-runtime";
+import { AppShell, PageNav, StatusBar } from "@/components/app-ui";
+import { MasterAgentEvolutionClient } from "@/components/master-agent-evolution-client";
+import { requirePageSession } from "@/lib/boss-auth";
+import { getMasterAgentEvolutionDashboard } from "@/lib/master-agent-evolution";
+
+export const dynamic = "force-dynamic";
+
+export default async function MasterAgentEvolutionPage() {
+  const session = await requirePageSession();
+  const dashboard = await getMasterAgentEvolutionDashboard();
+
+  return (
+    <AppShell bottomNav={false}>
+      <RealtimeRefresh events={["master_agent.settings.updated"]} />
+      <StatusBar />
+      <PageNav title="主 Agent 自动进化" backHref="/me" />
+      <div className="px-[18px] pb-3">
+        <div className="rounded-2xl border border-[#E5E5EA] bg-white px-4 py-4 text-[13px] leading-6 text-[#57606A]">
+          这里展示主 Agent 最近捕获到的进化信号、待审批提案和已生效规则。
+          <br />
+          {session.role === "highest_admin"
+            ? "你是管理员，可以在这里切换受控/全自动模式，并直接审批提案。"
+            : "你当前是只读视角，可以查看主 Agent 正在学什么。"}
+        </div>
+      </div>
+      <MasterAgentEvolutionClient
+        isAdmin={session.role === "highest_admin"}
+        config={dashboard.config}
+        signals={dashboard.signals}
+        proposals={dashboard.proposals}
+        rules={dashboard.rules}
+      />
+    </AppShell>
+  );
+}

src/app/me/page.tsx

@@ -28,6 +28,11 @@ export default async function MePage() {
           title="主 Agent 提示词 / 记忆"
           description="配置全局主提示词、当前主提示词和用户记忆"
         />
+        <MenuRow
+          href="/me/master-agent/evolution"
+          title="主 Agent 自动进化"
+          description="查看进化信号、提案、规则，并切换受控 / 全自动模式"
+        />
         <MenuRow
           href="/me/storage"
           title="附件与存储"

src/components/master-agent-evolution-client.tsx

@@ -0,0 +1,237 @@
+"use client";
+
+import { useState } from "react";
+import { useRouter } from "next/navigation";
+import clsx from "clsx";
+
+type EvolutionConfig = {
+  mode: "controlled" | "autonomous";
+  autoApplyLowRiskRules: boolean;
+};
+
+type EvolutionSignal = {
+  signalId: string;
+  kind: string;
+  requestText: string;
+  createdAt: string;
+};
+
+type EvolutionProposal = {
+  proposalId: string;
+  proposalType: string;
+  title: string;
+  summary: string;
+  status: string;
+  confidence: number;
+  riskLevel: string;
+  createdAt: string;
+};
+
+type EvolutionRule = {
+  ruleId: string;
+  ruleType: string;
+  createdAt: string;
+  sourceProposalId?: string;
+};
+
+function formatTime(value?: string) {
+  if (!value) {
+    return "-";
+  }
+  return new Date(value).toLocaleString("zh-CN", { hour12: false });
+}
+
+async function readJson<T>(response: Response): Promise<T> {
+  return (await response.json()) as T;
+}
+
+export function MasterAgentEvolutionClient({
+  isAdmin,
+  config,
+  signals,
+  proposals,
+  rules,
+}: {
+  isAdmin: boolean;
+  config: EvolutionConfig;
+  signals: EvolutionSignal[];
+  proposals: EvolutionProposal[];
+  rules: EvolutionRule[];
+}) {
+  const router = useRouter();
+  const [busyKey, setBusyKey] = useState<string | null>(null);
+  const [message, setMessage] = useState("");
+
+  async function switchMode(mode: "controlled" | "autonomous") {
+    setBusyKey(`mode:${mode}`);
+    const response = await fetch("/api/v1/master-agent/evolution/config", {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ mode }),
+    });
+    const result = await readJson<{ ok: boolean; message?: string }>(response);
+    setBusyKey(null);
+    setMessage(result.ok ? `已切到 ${mode === "autonomous" ? "完全自我进化" : "受控自动进化"}。` : result.message ?? "切换失败。");
+    if (result.ok) {
+      router.refresh();
+    }
+  }
+
+  async function reviewProposal(proposalId: string, action: "approve" | "reject") {
+    setBusyKey(`${action}:${proposalId}`);
+    const response = await fetch(`/api/v1/master-agent/evolution/proposals/${proposalId}/${action}`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({}),
+    });
+    const result = await readJson<{ ok: boolean; message?: string }>(response);
+    setBusyKey(null);
+    setMessage(result.ok ? (action === "approve" ? "提案已批准。" : "提案已拒绝。") : result.message ?? "提交失败。");
+    if (result.ok) {
+      router.refresh();
+    }
+  }
+
+  const pendingProposals = proposals.filter((item) => item.status === "pending_review");
+
+  return (
+    <div className="flex flex-col gap-4 px-[18px] pb-6">
+      <div className="rounded-2xl border border-[#E5E5EA] bg-white px-4 py-4">
+        <div className="flex items-center justify-between gap-3">
+          <div>
+            <div className="text-[16px] font-semibold text-[#111111]">自动进化模式</div>
+            <div className="mt-1 text-[12px] leading-6 text-[#8C8C8C]">
+              当前模式：{config.mode === "autonomous" ? "完全自我进化" : "受控自动进化"}。
+              {config.autoApplyLowRiskRules ? "低风险提案会自动采纳。" : "所有提案都需要人工确认。"}
+            </div>
+          </div>
+          <span
+            className={clsx(
+              "rounded-full px-3 py-1 text-[11px] font-semibold",
+              config.mode === "autonomous" ? "bg-[#EEF8F1] text-[#117A37]" : "bg-[#FFF5E8] text-[#B54708]",
+            )}
+          >
+            {config.mode === "autonomous" ? "全自动" : "受控"}
+          </span>
+        </div>
+        {isAdmin ? (
+          <div className="mt-4 grid grid-cols-2 gap-3">
+            <button
+              type="button"
+              onClick={() => void switchMode("controlled")}
+              disabled={busyKey === "mode:controlled" || config.mode === "controlled"}
+              className="rounded-full border border-[#E5E5EA] bg-white px-4 py-2 text-[13px] font-semibold text-[#111111] disabled:opacity-60"
+            >
+              {busyKey === "mode:controlled" ? "切换中" : "切到受控模式"}
+            </button>
+            <button
+              type="button"
+              onClick={() => void switchMode("autonomous")}
+              disabled={busyKey === "mode:autonomous" || config.mode === "autonomous"}
+              className="rounded-full bg-[#07C160] px-4 py-2 text-[13px] font-semibold text-white disabled:opacity-60"
+            >
+              {busyKey === "mode:autonomous" ? "切换中" : "切到全自动模式"}
+            </button>
+          </div>
+        ) : null}
+      </div>
+
+      <div className="rounded-2xl border border-[#E5E5EA] bg-white px-4 py-4">
+        <div className="flex items-center justify-between gap-3">
+          <div className="text-[16px] font-semibold text-[#111111]">待处理提案</div>
+          <span className="rounded-full bg-[#F2F3F5] px-3 py-1 text-[11px] font-semibold text-[#57606A]">
+            {pendingProposals.length} 条
+          </span>
+        </div>
+        <div className="mt-3 space-y-3">
+          {pendingProposals.length === 0 ? (
+            <div className="rounded-xl bg-[#F7F8FA] px-3 py-3 text-[13px] text-[#8C8C8C]">当前没有待审批提案。</div>
+          ) : (
+            pendingProposals.map((proposal) => (
+              <div key={proposal.proposalId} className="rounded-xl border border-[#EAECEF] px-3 py-3">
+                <div className="flex items-start justify-between gap-3">
+                  <div>
+                    <div className="text-[14px] font-semibold text-[#111111]">{proposal.title}</div>
+                    <div className="mt-1 text-[12px] leading-6 text-[#57606A]">{proposal.summary}</div>
+                  </div>
+                  <span className="rounded-full bg-[#FFF5E8] px-2 py-1 text-[11px] font-semibold text-[#B54708]">
+                    {proposal.riskLevel} / {Math.round(proposal.confidence * 100)}%
+                  </span>
+                </div>
+                <div className="mt-2 text-[12px] text-[#8C8C8C]">
+                  {proposal.proposalType} · {formatTime(proposal.createdAt)}
+                </div>
+                {isAdmin ? (
+                  <div className="mt-3 grid grid-cols-2 gap-3">
+                    <button
+                      type="button"
+                      onClick={() => void reviewProposal(proposal.proposalId, "reject")}
+                      disabled={busyKey === `reject:${proposal.proposalId}`}
+                      className="rounded-full border border-[#E5E5EA] bg-white px-4 py-2 text-[13px] font-semibold text-[#111111] disabled:opacity-60"
+                    >
+                      {busyKey === `reject:${proposal.proposalId}` ? "处理中" : "拒绝"}
+                    </button>
+                    <button
+                      type="button"
+                      onClick={() => void reviewProposal(proposal.proposalId, "approve")}
+                      disabled={busyKey === `approve:${proposal.proposalId}`}
+                      className="rounded-full bg-[#07C160] px-4 py-2 text-[13px] font-semibold text-white disabled:opacity-60"
+                    >
+                      {busyKey === `approve:${proposal.proposalId}` ? "处理中" : "批准"}
+                    </button>
+                  </div>
+                ) : null}
+              </div>
+            ))
+          )}
+        </div>
+      </div>
+
+      <div className="grid gap-4 md:grid-cols-2">
+        <div className="rounded-2xl border border-[#E5E5EA] bg-white px-4 py-4">
+          <div className="flex items-center justify-between gap-3">
+            <div className="text-[16px] font-semibold text-[#111111]">最近信号</div>
+            <span className="rounded-full bg-[#F2F3F5] px-3 py-1 text-[11px] font-semibold text-[#57606A]">
+              {signals.length}
+            </span>
+          </div>
+          <div className="mt-3 space-y-3">
+            {signals.slice(0, 8).map((signal) => (
+              <div key={signal.signalId} className="rounded-xl bg-[#F7F8FA] px-3 py-3">
+                <div className="text-[13px] font-semibold text-[#111111]">{signal.kind}</div>
+                <div className="mt-1 text-[12px] leading-6 text-[#57606A]">{signal.requestText}</div>
+                <div className="mt-1 text-[12px] text-[#8C8C8C]">{formatTime(signal.createdAt)}</div>
+              </div>
+            ))}
+          </div>
+        </div>
+
+        <div className="rounded-2xl border border-[#E5E5EA] bg-white px-4 py-4">
+          <div className="flex items-center justify-between gap-3">
+            <div className="text-[16px] font-semibold text-[#111111]">已生效规则</div>
+            <span className="rounded-full bg-[#F2F3F5] px-3 py-1 text-[11px] font-semibold text-[#57606A]">
+              {rules.length}
+            </span>
+          </div>
+          <div className="mt-3 space-y-3">
+            {rules.slice(0, 8).map((rule) => (
+              <div key={rule.ruleId} className="rounded-xl bg-[#F7F8FA] px-3 py-3">
+                <div className="text-[13px] font-semibold text-[#111111]">{rule.ruleType}</div>
+                <div className="mt-1 text-[12px] text-[#8C8C8C]">
+                  {formatTime(rule.createdAt)}
+                  {rule.sourceProposalId ? ` · ${rule.sourceProposalId}` : ""}
+                </div>
+              </div>
+            ))}
+          </div>
+        </div>
+      </div>
+
+      {message ? (
+        <div className="rounded-2xl border border-[#D8E8FF] bg-[#F4F8FF] px-4 py-3 text-[13px] text-[#2457C5]">
+          {message}
+        </div>
+      ) : null}
+    </div>
+  );
+}

src/lib/boss-data.ts

@@ -1537,8 +1537,8 @@ const initialState: BossState = {
   userMasterPrompts: [],
   masterAgentMemories: [],
   masterAgentEvolutionConfig: {
-    mode: "controlled",
-    autoApplyLowRiskRules: false,
+    mode: "autonomous",
+    autoApplyLowRiskRules: true,
     updatedAt: nowIso(),
   },
   masterAgentEvolutionSignals: [],

src/lib/boss-master-agent.ts

@@ -1726,10 +1726,6 @@ type MasterAgentFastIntentContext = {
   effectiveDeepTaskPolicy: ReturnType<typeof resolveMasterAgentModelPolicy>;
 };
 
-function buildMasterAgentRuntimeBackendLabel(context: MasterAgentFastIntentContext) {
-  return context.agentControls?.backendOverride?.trim() || "master-codex-node";
-}
-
 function getMasterAgentRuntimeDevice(context: MasterAgentFastIntentContext) {
   const deviceId =
     context.runtime.account.nodeId?.trim() ||
@@ -1952,7 +1948,7 @@ async function appendFastPathError(
 }
 
 async function tryRecordMasterAgentEvolutionSignal(input: {
-  kind: "fast_path_candidate" | "user_correction" | "backend_fallback";
+  kind: "fast_path_candidate" | "repeated_question" | "user_correction" | "backend_fallback";
   account: string;
   requestText: string;
   replyText?: string;
@@ -1972,6 +1968,47 @@ async function tryRecordMasterAgentEvolutionSignal(input: {
   }
 }
 
+function isMasterAgentEvolutionStatusLikeRequest(requestText: string) {
+  return /(当前|现在|有没有|是否|哪个|什么|在线吗|状态)/i.test(requestText);
+}
+
+function normalizeMasterAgentEvolutionQuestion(requestText: string) {
+  return normalizeLexicalText(requestText)
+    .replace(/当前|现在|目前|一下|帮我|请问|请/g, "")
+    .replace(/吗|呢|呀|啊/g, "")
+    .trim();
+}
+
+async function isRepeatedMasterAgentStatusQuestion(params: {
+  requestText: string;
+  requestMessageId?: string;
+}) {
+  const normalizedRequest = normalizeMasterAgentEvolutionQuestion(params.requestText);
+  if (!normalizedRequest) {
+    return false;
+  }
+  const state = await readState();
+  const masterProject = state.projects.find((project) => project.id === "master-agent");
+  if (!masterProject) {
+    return false;
+  }
+  const priorUserMessages = [...masterProject.messages]
+    .reverse()
+    .filter((message) => message.sender === "user" && message.id !== params.requestMessageId)
+    .slice(0, 8);
+  return priorUserMessages.some((message) => {
+    const normalizedBody = normalizeMasterAgentEvolutionQuestion(message.body);
+    if (!normalizedBody) {
+      return false;
+    }
+    return (
+      normalizedBody === normalizedRequest ||
+      normalizedBody.includes(normalizedRequest) ||
+      normalizedRequest.includes(normalizedBody)
+    );
+  });
+}
+
 function buildModelSummaryReply(context: MasterAgentFastIntentContext, requestText: string) {
   const normalized = normalizeLexicalText(requestText);
   const manualModel = context.agentControls?.modelOverride?.trim() || "";
@@ -3250,6 +3287,22 @@ export async function replyToMasterAgentUserMessage(params: {
   currentSessionExpiresAt?: string;
   mode?: "wait" | "enqueue";
 }) {
+  if (isMasterAgentEvolutionStatusLikeRequest(params.requestText)) {
+    const repeatedQuestion = await isRepeatedMasterAgentStatusQuestion({
+      requestText: params.requestText,
+      requestMessageId: params.requestMessageId,
+    });
+    await tryRecordMasterAgentEvolutionSignal({
+      kind: repeatedQuestion ? "repeated_question" : "fast_path_candidate",
+      account: params.requestedByAccount,
+      requestText: params.requestText,
+      metadataJson: {
+        source: "replyToMasterAgentUserMessage.pre_fast_intent",
+        repeatedQuestion,
+      },
+    });
+  }
+
   const fastIntentResult = await tryHandleMasterAgentFastIntent({
     requestText: params.requestText,
     requestedByAccount: params.requestedByAccount,
@@ -3258,17 +3311,6 @@ export async function replyToMasterAgentUserMessage(params: {
     return fastIntentResult;
   }
 
-  if (/(当前|现在|有没有|是否|哪个|什么|在线吗|状态)/i.test(params.requestText)) {
-    await tryRecordMasterAgentEvolutionSignal({
-      kind: "fast_path_candidate",
-      account: params.requestedByAccount,
-      requestText: params.requestText,
-      metadataJson: {
-        source: "replyToMasterAgentUserMessage.pre_slow_path",
-      },
-    });
-  }
-
   const runtime = await getMasterAgentRuntimeAccount();
 
   if (!runtime?.account) {
@@ -3311,6 +3353,22 @@ export async function replyToMasterAgentUserMessage(params: {
   };
   const selectedBackend = await selectExecutionBackend(backendSelectionInput);
   const backendChoices = listExecutionBackendChoices(backendSelectionInput);
+  const requestedBackendId = executionConfig.agentControls?.backendOverride?.trim() || "";
+  if (
+    requestedBackendId &&
+    selectedBackend.backendId !== requestedBackendId &&
+    (selectedBackend.backendId === CLAW_BACKEND_ID || selectedBackend.backendId === HERMES_BACKEND_ID)
+  ) {
+    await tryRecordMasterAgentEvolutionSignal({
+      kind: "backend_fallback",
+      account: params.requestedByAccount,
+      requestText: params.requestText,
+      metadataJson: {
+        requestedBackendId,
+        fallbackToBackendId: selectedBackend.backendId,
+      },
+    });
+  }
   const agentControls = executionConfig.agentControls;
   const masterExecutionPrompt = buildMasterCodexNodePrompt(
     state,

src/lib/master-agent-chat-menu.ts

@@ -6,11 +6,12 @@ export const MASTER_AGENT_CHAT_PAGE_ANCHORS = {
 } as const;
 
 export const MASTER_AGENT_TAKEOVER_PAGE_HREF = "/me/master-agent/takeover";
+export const MASTER_AGENT_EVOLUTION_PAGE_HREF = "/me/master-agent/evolution";
 
 export type MasterAgentChatPageAnchors = typeof MASTER_AGENT_CHAT_PAGE_ANCHORS;
 
 export type MasterAgentChatMenuItem = {
-  key: "prompt" | "model" | "reasoning_effort" | "takeover" | "memory" | "refresh";
+  key: "prompt" | "model" | "reasoning_effort" | "takeover" | "evolution" | "memory" | "refresh";
   label: string;
   href?: string;
   action?: "refresh";
@@ -37,6 +38,11 @@ export function getMasterAgentChatMenuItems(projectId: string): MasterAgentChatM
       label: "全局接管",
       href: MASTER_AGENT_TAKEOVER_PAGE_HREF,
     },
+    {
+      key: "evolution",
+      label: "自动进化",
+      href: MASTER_AGENT_EVOLUTION_PAGE_HREF,
+    },
     {
       key: "prompt",
       label: "提示词",

src/lib/master-agent-evolution.ts

@@ -31,6 +31,7 @@ function inferProposalFromSignal(input: {
   projectId: string;
   requestText: string;
   signalId: string;
+  metadataJson?: Record<string, unknown>;
 }): Omit<
   Parameters<typeof createMasterAgentEvolutionProposalInState>[0],
   "status"
@@ -76,6 +77,11 @@ function inferProposalFromSignal(input: {
   }
 
   if (input.kind === "backend_fallback") {
+    const fallbackToBackendId =
+      input.metadataJson?.fallbackToBackendId === "hermes-runtime" ||
+      input.metadataJson?.fallbackToBackendId === "claw-runtime"
+        ? input.metadataJson.fallbackToBackendId
+        : undefined;
     return {
       proposalType: "routing_preference_patch",
       account: input.account,
@@ -84,9 +90,10 @@ function inferProposalFromSignal(input: {
       summary: "检测到后端回退，建议后续优先选择最近稳定的可用后端。",
       patchJson: {
         backendPreference: "prefer_available_runtime",
+        backendOverride: fallbackToBackendId,
       },
       sourceSignalIds: [input.signalId],
-      confidence: 0.72,
+      confidence: fallbackToBackendId ? 0.8 : 0.72,
       riskLevel: "low",
     };
   }
@@ -193,6 +200,7 @@ export async function recordMasterAgentEvolutionSignal(input: {
     projectId: signal.projectId,
     requestText: signal.requestText,
     signalId: signal.signalId,
+    metadataJson: signal.metadataJson,
   });
   if (!proposalInput) {
     return { signal, proposal: null };

tests/config-pages-realtime-refresh.test.ts

@@ -34,6 +34,7 @@ test("master agent settings pages refresh when master agent config changes", asy
   for (const relativePath of [
     "src/app/me/master-agent/page.tsx",
     "src/app/me/master-agent/takeover/page.tsx",
+    "src/app/me/master-agent/evolution/page.tsx",
   ]) {
     const source = await readSource(relativePath);
     assert.match(source, /import \{ RealtimeRefresh \}/, `expected ${relativePath} to import RealtimeRefresh`);
@@ -45,3 +46,27 @@ test("master agent settings pages refresh when master agent config changes", asy
     );
   }
 });
+
+test("me page exposes master agent evolution entry", async () => {
+  const source = await readSource("src/app/me/page.tsx");
+  assert.match(source, /href="\/me\/master-agent\/evolution"/, "expected me page to link evolution page");
+  assert.match(source, /title="主 Agent 自动进化"/, "expected me page to show evolution menu title");
+});
+
+test("master agent evolution page renders admin-aware dashboard shell", async () => {
+  const pageSource = await readSource("src/app/me/master-agent/evolution/page.tsx");
+  const clientSource = await readSource("src/components/master-agent-evolution-client.tsx");
+
+  assert.match(pageSource, /getMasterAgentEvolutionDashboard/, "expected page to load evolution dashboard server-side");
+  assert.match(pageSource, /session\.role === "highest_admin"/, "expected page to gate admin actions by role");
+  assert.match(pageSource, /<MasterAgentEvolutionClient/, "expected page to render evolution client");
+  assert.match(clientSource, /待处理提案/, "expected dashboard to expose pending proposals");
+  assert.match(clientSource, /最近信号/, "expected dashboard to expose recent signals");
+  assert.match(clientSource, /已生效规则/, "expected dashboard to expose applied rules");
+  assert.match(clientSource, /\/api\/v1\/master-agent\/evolution\/config/, "expected mode switch API to be wired");
+  assert.match(
+    clientSource,
+    /\/api\/v1\/master-agent\/evolution\/proposals\/\$\{proposalId\}\/\$\{action\}/,
+    "expected proposal review API to be wired",
+  );
+});

tests/master-agent-chat-menu.test.ts

@@ -2,18 +2,19 @@ import test from "node:test";
 import assert from "node:assert/strict";
 import { getMasterAgentChatMenuItems } from "../src/lib/master-agent-chat-menu";
 
-test("master-agent 聊天页菜单包含全局接管、提示词、模型、推理强度、记忆和刷新", () => {
+test("master-agent 聊天页菜单包含全局接管、进化、提示词、模型、推理强度、记忆和刷新", () => {
   const items = getMasterAgentChatMenuItems("master-agent");
   assert.deepEqual(
     items.map((item) => item.key),
-    ["model", "reasoning_effort", "takeover", "prompt", "memory", "refresh"],
+    ["model", "reasoning_effort", "takeover", "evolution", "prompt", "memory", "refresh"],
   );
   assert.equal(items[0]?.href, "/me/master-agent#model-section");
   assert.equal(items[1]?.href, "/me/master-agent#reasoning-effort-section");
   assert.equal(items[2]?.href, "/me/master-agent/takeover");
-  assert.equal(items[3]?.href, "/me/master-agent#prompt-section");
-  assert.equal(items[4]?.href, "/me/master-agent#memory-section");
-  assert.equal(items[5]?.action, "refresh");
+  assert.equal(items[3]?.href, "/me/master-agent/evolution");
+  assert.equal(items[4]?.href, "/me/master-agent#prompt-section");
+  assert.equal(items[5]?.href, "/me/master-agent#memory-section");
+  assert.equal(items[6]?.action, "refresh");
 });
 
 test("普通会话不返回主 Agent 专属菜单", () => {

tests/master-agent-evolution-engine.test.ts

@@ -6,6 +6,7 @@ import { mkdir, mkdtemp, rm } from "node:fs/promises";
 
 let runtimeRoot = "";
 let readState: (typeof import("../src/lib/boss-data"))["readState"];
+let getProjectAgentControls: (typeof import("../src/lib/boss-data"))["getProjectAgentControls"];
 let recordMasterAgentEvolutionSignal: (typeof import("../src/lib/master-agent-evolution"))["recordMasterAgentEvolutionSignal"];
 let listMasterAgentEvolutionProposals: (typeof import("../src/lib/master-agent-evolution"))["listMasterAgentEvolutionProposals"];
 let setMasterAgentEvolutionMode: (typeof import("../src/lib/master-agent-evolution"))["setMasterAgentEvolutionMode"];
@@ -22,6 +23,7 @@ async function setup() {
     import("../src/lib/master-agent-evolution.ts"),
   ]);
   readState = data.readState;
+  getProjectAgentControls = data.getProjectAgentControls;
   recordMasterAgentEvolutionSignal = evolution.recordMasterAgentEvolutionSignal;
   listMasterAgentEvolutionProposals = evolution.listMasterAgentEvolutionProposals;
   setMasterAgentEvolutionMode = evolution.setMasterAgentEvolutionMode;
@@ -40,6 +42,8 @@ test.beforeEach(async () => {
 });
 
 test("recording repeated deterministic questions creates a pending fast_path_rule proposal in controlled mode", async () => {
+  await setMasterAgentEvolutionMode("controlled");
+
   const result = await recordMasterAgentEvolutionSignal({
     kind: "repeated_question",
     projectId: "master-agent",
@@ -71,3 +75,25 @@ test("autonomous mode auto applies low risk fast path proposals as evolution rul
   assert.equal(state.masterAgentEvolutionRules.length, 1);
   assert.equal(state.masterAgentEvolutionRules[0]?.ruleType, "fast_path_rule");
 });
+
+test("autonomous mode auto applies backend fallback proposals into master-agent backend override", async () => {
+  await setMasterAgentEvolutionMode("autonomous");
+
+  const result = await recordMasterAgentEvolutionSignal({
+    kind: "backend_fallback",
+    projectId: "master-agent",
+    account: "17600003315",
+    requestText: "Hermes 不可用时自动回退到 Claw",
+    metadataJson: {
+      failedBackendId: "hermes-runtime",
+      fallbackToBackendId: "claw-runtime",
+    },
+  });
+
+  assert.equal(result.proposal?.status, "auto_applied");
+  const state = await readState();
+  const controls = await getProjectAgentControls("master-agent", "17600003315");
+  assert.equal(state.masterAgentEvolutionRules.length, 1);
+  assert.equal(state.masterAgentEvolutionRules[0]?.ruleType, "routing_preference_patch");
+  assert.equal(controls?.backendOverride ?? null, "claw-runtime");
+});

tests/master-agent-evolution-routes.test.ts

@@ -73,8 +73,9 @@ test("GET /api/v1/master-agent/evolution returns config proposals and rules", as
     await createAdminRequest("http://127.0.0.1:3000/api/v1/master-agent/evolution"),
   );
   assert.equal(response.status, 200);
-  const payload = await response.json() as { ok: boolean; proposals: unknown[]; rules: unknown[] };
+  const payload = await response.json() as { ok: boolean; canManage?: boolean; proposals: unknown[]; rules: unknown[] };
   assert.equal(payload.ok, true);
+  assert.equal(payload.canManage, true);
   assert.ok(Array.isArray(payload.proposals));
   assert.ok(Array.isArray(payload.rules));
 });

tests/master-agent-evolution-state.test.ts

@@ -32,10 +32,10 @@ test.beforeEach(async () => {
   await mkdir(runtimeRoot, { recursive: true });
 });
 
-test("boss state 初始化时包含 master agent evolution 默认配置与空集合", async () => {
+test("boss state 初始化时包含 autonomous 默认配置与空集合", async () => {
   const state = await readState();
-  assert.equal(state.masterAgentEvolutionConfig.mode, "controlled");
-  assert.equal(state.masterAgentEvolutionConfig.autoApplyLowRiskRules, false);
+  assert.equal(state.masterAgentEvolutionConfig.mode, "autonomous");
+  assert.equal(state.masterAgentEvolutionConfig.autoApplyLowRiskRules, true);
   assert.deepEqual(state.masterAgentEvolutionSignals, []);
   assert.deepEqual(state.masterAgentEvolutionProposals, []);
   assert.deepEqual(state.masterAgentEvolutionRules, []);

tests/master-agent-message-queue.test.ts

@@ -359,6 +359,43 @@ test("master-agent 查询当前后端时直接走 fast path 返回后端摘要",
   assert.equal(reply?.senderLabel ?? "", "主Agent·gpt-5.4");
 });
 
+test("master-agent 重复追问状态类问题时会记录 repeated_question 进化信号", async () => {
+  await saveAiAccount({
+    accountId: "openai-repeat-status",
+    label: "OpenAI 主模型",
+    role: "primary",
+    provider: "openai_api",
+    displayName: "OpenAI 主模型",
+    model: "gpt-5.4",
+    apiKey: "sk-openai-repeat-status",
+    enabled: true,
+    setActive: true,
+    loginStatusNote: "用于重复状态问题测试。",
+  });
+
+  const firstResponse = await POST(
+    await createAuthedRequest("master-agent", {
+      body: "当前主节点在线吗",
+    }),
+    { params: Promise.resolve({ projectId: "master-agent" }) },
+  );
+  assert.equal(firstResponse.status, 200);
+
+  const secondResponse = await POST(
+    await createAuthedRequest("master-agent", {
+      body: "现在主节点在线吗",
+    }),
+    { params: Promise.resolve({ projectId: "master-agent" }) },
+  );
+  assert.equal(secondResponse.status, 200);
+
+  const state = await readState();
+  assert.ok(
+    state.masterAgentEvolutionSignals.some((signal) => signal.kind === "repeated_question"),
+    "expected at least one repeated_question signal",
+  );
+});
+
 test("master-agent 查询全局接管状态时直接走 fast path 返回当前状态", async () => {
   await saveAiAccount({
     accountId: "openai-takeover-status",