diff --git a/emrg/gui/daemon_client.js b/emrg/gui/daemon_client.js
index fefb5c74..76a48495 100644
--- a/emrg/gui/daemon_client.js
+++ b/emrg/gui/daemon_client.js
@@ -44,6 +44,7 @@ const RESPONSE_TYPES = {
   compact: "compact_result",
   rewind_session: "rewind_result", // 补缺：daemon.py:955 rewind_result
   read_memory: "memory_content", // 补缺：daemon.py:771/778 memory_content
+  evolution_summary: "evolution_summary", // WorkBuddy P3：自进化可见化
 };
 
 class DaemonClient {
diff --git a/emrg/gui/main.js b/emrg/gui/main.js
index 9e23e86b..70f1dd00 100644
--- a/emrg/gui/main.js
+++ b/emrg/gui/main.js
@@ -436,6 +436,12 @@ vision = false
       return { ok: true, count: frame.count ?? 0 };
     });
 
+    ipcMain.handle("emrg:evolutionSummary", async (_e, { limit = 5 } = {}) => {
+      // GUI / 指令 P3：自进化可见化 — daemon evolution_summary（count + 最近改进）
+      const frame = await client.sendCommandAndWait("evolution_summary", { limit }, 5000);
+      return { count: frame.count ?? 0, recent: frame.recent || [] };
+    });
+
     ipcMain.handle("emrg:setModel", async (_e, { model }) => {
       await client.sendCommandAndWait("set_model", { model }, 5000);
       return { ok: true };
diff --git a/emrg/gui/preload.js b/emrg/gui/preload.js
index 5ced7cdd..197b2bef 100644
--- a/emrg/gui/preload.js
+++ b/emrg/gui/preload.js
@@ -26,6 +26,7 @@ const api = {
   listTasks: () => ipcRenderer.invoke("emrg:listTasks"),
   triggerTask: (payload) => ipcRenderer.invoke("emrg:triggerTask", payload),
   sendRant: (payload) => ipcRenderer.invoke("emrg:sendRant", payload),
+  evolutionSummary: (payload) => ipcRenderer.invoke("emrg:evolutionSummary", payload),
   listModels: () => ipcRenderer.invoke("emrg:listModels"),
   openFile: (payload) => ipcRenderer.invoke("emrg:openFile", payload),
   saveSettings: (payload) => ipcRenderer.invoke("emrg:saveSettings", payload),
diff --git a/emrg/gui/renderer/css/components.css b/emrg/gui/renderer/css/components.css
index bfa7c3c7..16ff50ca 100644
--- a/emrg/gui/renderer/css/components.css
+++ b/emrg/gui/renderer/css/components.css
@@ -954,3 +954,39 @@ dialog::backdrop {
   from { opacity: 0; transform: translateY(8px); }
   to { opacity: 1; transform: translateY(0); }
 }
+
+/* WorkBuddy P3：设置 → 关于区 */
+.about-row {
+  font-size: var(--fs-secondary, 13px);
+  color: var(--text-2);
+  margin-bottom: 4px;
+}
+.about-row b { color: var(--accent); }
+.about-recent {
+  margin-top: 6px;
+  max-height: 180px;
+  overflow-y: auto;
+}
+.about-recent-title {
+  font-size: var(--fs-aux, 12px);
+  font-weight: 600;
+  color: var(--text-3);
+  margin-bottom: 4px;
+}
+.about-recent-item {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: var(--fs-aux, 12px);
+  color: var(--text-2);
+  padding: 4px 0;
+  border-bottom: 1px solid var(--border);
+}
+.about-recent-item:last-child { border-bottom: none; }
+.about-recent-time {
+  font-family: var(--font-mono, monospace);
+  color: var(--text-3);
+  white-space: nowrap;
+  font-size: 11px;
+}
+}
diff --git a/emrg/gui/renderer/index.html b/emrg/gui/renderer/index.html
index f1279865..107eb803 100644
--- a/emrg/gui/renderer/index.html
+++ b/emrg/gui/renderer/index.html
@@ -140,6 +140,11 @@ <h2>设置</h2>
           <div class="hint" style="margin-top:6px;">EMRG 是一个会自我进化的 AI 智能体——每次改进都会自动汇报，你可以随时在这里看到它的成长。</div>
         </div>
       </div>
+      <!-- WorkBuddy P3：最近改进列表（daemon evolution_summary） -->
+      <div class="settings-group">
+        <div class="settings-group-title">最近改进</div>
+        <div id="about-recent" class="about-recent"></div>
+      </div>
       <div class="dialog-actions">
         <button type="button" id="settings-cancel" class="btn btn-ghost">取消</button>
         <button type="button" id="settings-save" class="btn btn-primary">保存</button>
diff --git a/emrg/gui/renderer/js/app.js b/emrg/gui/renderer/js/app.js
index 822aa12c..70bf7d02 100644
--- a/emrg/gui/renderer/js/app.js
+++ b/emrg/gui/renderer/js/app.js
@@ -734,6 +734,34 @@ const App = (() => {
     if (dismiss) dismiss.addEventListener("click", hideEvolutionToast);
   }
 
+  async function loadEvolutionSummary() {
+    const recent = $("about-recent");
+    if (!recent) return;
+    try {
+      const res = await window.emrg.evolutionSummary({ limit: 5 });
+      if (res && res.count !== undefined) {
+        state.evolutionCount = res.count;
+        updateGrowthCard();
+      }
+      const items = (res && res.recent) || [];
+      recent.innerHTML = "";
+      if (items.length === 0) {
+        recent.appendChild(el("div", { class: "about-recent-item" }, "还没有改进记录，输入 /rant 驱动第一次进化吧"));
+        return;
+      }
+      const header = el("div", { class: "about-recent-title" }, "最近改进");
+      recent.appendChild(header);
+      for (const it of items) {
+        const ts = String(it.timestamp || "").slice(0, 16).replace("T", " ");
+        const ops = (it.operations || []).join(" · ");
+        const row = el("div", { class: "about-recent-item" });
+        row.appendChild(el("span", { class: "about-recent-time" }, ts));
+        row.appendChild(el("span", {}, ops || "self-improvement"));
+        recent.appendChild(row);
+      }
+    } catch { /* 摘要加载失败静默（进化卡仍显示 count） */ }
+  }
+
   function initModelSwitcher() {
     const sw = $("model-switcher");
     sw.addEventListener("click", async (e) => {
@@ -992,7 +1020,10 @@ const App = (() => {
     $("send-btn").addEventListener("click", sendMessage);
     $("stop-btn").addEventListener("click", () => window.emrg.cancel().catch(() => {}));
     $("new-chat-btn").addEventListener("click", newSession);
-    $("settings-btn").addEventListener("click", Dialogs.showSettings);
+    $("settings-btn").addEventListener("click", () => {
+      loadEvolutionSummary(); // WorkBuddy P3：打开设置时加载最近改进
+      Dialogs.showSettings();
+    });
     $("settings-cancel").addEventListener("click", () => $("settings-dialog").close());
     $("settings-save").addEventListener("click", Dialogs.saveSettings);
     $("pick-dir-btn").addEventListener("click", async () => {
@@ -1163,6 +1194,7 @@ const App = (() => {
     maybeShowEvolutionToast, // WorkBuddy P3：进化 toast 检测
     showVersionInfo, // WorkBuddy P3：/version 内容（toast "去看看" 共用）
     setMode, // WorkBuddy P2：Ask/Auto 模式（导出供测试与外部调用）
+    loadEvolutionSummary, // WorkBuddy P3：最近改进摘要
   };
 })();
 
diff --git a/emrg/gui/renderer/js/result-panel.js b/emrg/gui/renderer/js/result-panel.js
index 6896ee85..f30cab55 100644
--- a/emrg/gui/renderer/js/result-panel.js
+++ b/emrg/gui/renderer/js/result-panel.js
@@ -170,3 +170,7 @@ const ResultPanel = (() => {
 
   return { init, addToolResult, toggle, isCollapsed };
 })();
+
+// ⚠️ 必须暴露到 window：app.js 作为独立 <script> 加载，模块级 const 不跨 script 共享。
+// 缺失会导致真实 GUI 打开即 ReferenceError（测试沙箱因共享 vm context 掩盖此问题）。
+window.ResultPanel = ResultPanel;
diff --git a/emrg/gui/test/app-commands.test.js b/emrg/gui/test/app-commands.test.js
index 2d50565c..a123f674 100644
--- a/emrg/gui/test/app-commands.test.js
+++ b/emrg/gui/test/app-commands.test.js
@@ -36,7 +36,15 @@ function makeEl(id) {
     _listeners: {},
     addEventListener(t, fn) { this._listeners[t] = fn; },
     click() { const fn = this._listeners.click; if (fn) fn(); },
-    appendChild() {},
+    appendChild(child) {
+      this.children.push(child);
+      // 近似真实 DOM：优先文本，其次子元素 innerHTML（嵌套渲染）
+      let frag = "";
+      if (child && child.text !== undefined) frag = String(child.text);
+      else if (child && typeof child.textContent === "string" && child.textContent.length > 0) frag = child.textContent;
+      else if (child && typeof child.innerHTML === "string" && child.innerHTML.length > 0) frag = child.innerHTML;
+      if (frag) this.innerHTML += frag;
+    },
     removeChild() {},
     querySelectorAll: () => [],
     getBoundingClientRect: () => ({ left: 0, right: 100, top: 0, bottom: 100, width: 100, height: 100 }),
@@ -324,3 +332,43 @@ test("P3：toast '去看看' 关闭并输出版本信息", async () => {
   if (see.click) see.click();
   assert.ok(els["evolution-toast"].classList.contains("hidden"), "点击后 toast 应隐藏");
 });
+
+test("P3：updateGrowthCard 更新进化计数（兼容 #501 growth-count / about-evolutions id）", async () => {
+  const { ctx, els } = makeSandbox({});
+  await tick();
+  vm.runInContext("App.state.evolutionCount = 42; App.updateGrowthCard();", ctx);
+  // #501 的 id（growth-count / about-evolutions）存在时更新
+  assert.ok(els["growth-count"] === undefined || String(els["growth-count"].textContent) === "42", "growth-count 应更新为 42");
+  assert.ok(els["about-evolutions"] === undefined || els["about-evolutions"].innerHTML.includes("42"), "about-evolutions 应显示 42");
+});
+
+test("P3：loadEvolutionSummary 拉取最近改进并渲染（关于区列表）", async () => {
+  const { ctx, els } = makeSandbox({
+    evolutionSummary: async () => ({
+      count: 7,
+      recent: [
+        { timestamp: "2026-08-06T20:00:00", operations: ["llm-reflection", "tool-execution"], impact: [] },
+        { timestamp: "2026-08-06T19:00:00", operations: ["self-improvement"], impact: [] },
+      ],
+    }),
+  });
+  await tick();
+  await vm.runInContext("App.loadEvolutionSummary()", ctx);
+  assert.ok(els["about-recent"].innerHTML.includes("最近改进"), "应渲染最近改进标题");
+  assert.ok(els["about-recent"].innerHTML.includes("llm-reflection"), "应显示操作摘要");
+  assert.ok(els["about-recent"].innerHTML.includes("20:00"), "应显示时间戳");
+});
+
+test("P3：loadEvolutionSummary 空记录显示引导文案", async () => {
+  const { ctx, els } = makeSandbox({
+    evolutionSummary: async () => ({ count: 0, recent: [] }),
+  });
+  await tick();
+  await vm.runInContext("App.loadEvolutionSummary()", ctx);
+  assert.ok(els["about-recent"].innerHTML.includes("/rant"), "空状态应提示 /rant 驱动第一次进化");
+});
+
+test("P1 回归：result-panel.js 暴露 window.ResultPanel（真实 GUI 防 ReferenceError）", async () => {
+  const src = fs.readFileSync(path.join(RENDERER_JS, "result-panel.js"), "utf8");
+  assert.ok(src.includes("window.ResultPanel"), "result-panel.js 必须暴露 window.ResultPanel（app.js 独立 script 加载需要）");
+});
diff --git a/emrg/gui/test/renderer.smoke.test.js b/emrg/gui/test/renderer.smoke.test.js
index 6062cf58..9165e2b3 100644
--- a/emrg/gui/test/renderer.smoke.test.js
+++ b/emrg/gui/test/renderer.smoke.test.js
@@ -78,6 +78,7 @@ const ELEMENT_IDS = [
   "rant-dialog", "rant-message", "rant-project", "rant-cancel", "rant-submit",
   "tasks-dialog", "tasks-list", "tasks-close",
   "result-panel", "result-list", "result-toggle",
+  "growth-card", "growth-count", "about-recent",
 ];
 
 /** 构造浏览器沙箱（win 即全局对象） */
diff --git a/emrg/server/daemon.py b/emrg/server/daemon.py
index 42e927b5..068432e6 100644
--- a/emrg/server/daemon.py
+++ b/emrg/server/daemon.py
@@ -871,6 +871,41 @@ async def _process_message(
         elif msg_type == "list_projects":
             await self._handle_list_projects(ws)
 
+        elif msg_type == "evolution_summary":
+            # WorkBuddy P3 (rant 21:35): self-evolution visibility.
+            # Low-cost: read evolution log files (~/.emrg/logs/evolution-*.json)
+            # written by EvolutionHandler; return count + recent N summaries.
+            limit = msg.get("limit", 5)
+            try:
+                logs_dir = config_dir() / "logs"
+                files = sorted(
+                    logs_dir.glob("evolution-*.json"),
+                    key=lambda p: p.name,
+                    reverse=True,
+                )[: max(1, min(int(limit), 20))]
+                recent = []
+                for f in files:
+                    try:
+                        data = json.loads(f.read_text(encoding="utf-8"))
+                        recent.append({
+                            "timestamp": data.get("timestamp", ""),
+                            "impact": data.get("impact", []),
+                            "operations": data.get("operations", []),
+                        })
+                    except (json.JSONDecodeError, OSError):
+                        continue
+                await self._send(ws, {
+                    "type": "evolution_summary",
+                    "count": len(self.evolutions),
+                    "recent": recent,
+                })
+            except OSError:
+                await self._send(ws, {
+                    "type": "evolution_summary",
+                    "count": len(self.evolutions),
+                    "recent": [],
+                })
+
         elif msg_type == "clear_session":
             session_id = msg.get("session_id", "")
             cwd = msg.get("cwd", "")