From a7d59481f2b004696acf010b778efbcefe96d32e Mon Sep 17 00:00:00 2001
From: Alexander Whitestone <alexpaynex@gmail.com>
Date: Tue, 7 Apr 2026 10:04:21 -0400
Subject: [PATCH] =?UTF-8?q?feat:=20[RESEARCH]=20MemPalace=20=E2=80=94=20Lo?=
 =?UTF-8?q?cal=20AI=20Memory=20System=20Assessment=20&=20Leverage=20Plan?=
 =?UTF-8?q?=20(#1047)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Refs #1047
Agent: groq
---
 app.js           |  7 +++++++
 electron-main.js | 12 ++++++++++++
 mempalace.js     | 44 ++++++++++++++++++++++++++++++++++++++++++++
 style.css        |  7 +++++++
 4 files changed, 70 insertions(+)
 create mode 100644 electron-main.js
 create mode 100644 mempalace.js

diff --git a/app.js b/app.js
index 1f28ad2..c65c1d0 100644
--- a/app.js
+++ b/app.js
@@ -1933,6 +1933,9 @@ function setupControls() {
   document.querySelector('.chat-quick-actions').innerHTML += `
     <button class="quick-action-btn" onclick="mineChatToMemPalace()">Mine Chat</button>
     <div id="mem-palace-stats" class="mem-palace-stats">
+      <div>Compression: <span id="compression-ratio">--</span>x</div>
+      <div>Docs: <span id="docs-mined">0</span></div>
+      <div>AAAK: <span id="aaak-size">0B</span></div>
       <div>Compression: <span id="compression-ratio">--</span>x</div>
       <div>Docs: <span id="docs-mined">0</span></div>
       <div>AAAK: <span id="aaak-size">0B</span></div>
@@ -1971,6 +1974,10 @@ function setupControls() {
 }
 
 function sendChatMessage(overrideText = null) {
+  // Mine chat message to MemPalace
+  if (overrideText) {
+    window.electronAPI.execPython(`mempalace add_drawer "${this.wing}" "chat" "${overrideText}"`);
+  }
   const input = document.getElementById('chat-input');
   const text = overrideText || input.value.trim();
   if (!text) return;
diff --git a/electron-main.js b/electron-main.js
new file mode 100644
index 0000000..17674c5
--- /dev/null
+++ b/electron-main.js
@@ -0,0 +1,12 @@
+const { app, BrowserWindow, ipcMain } = require('electron')
+const { exec } = require('child_process')
+
+// MemPalace integration
+ipcMain.handle('exec-python', (event, command) => {
+  return new Promise((resolve, reject) => {
+    exec(command, (error, stdout, stderr) => {
+      if (error) return reject(error)
+      resolve({ stdout, stderr })
+    })
+  })
+})
diff --git a/mempalace.js b/mempalace.js
new file mode 100644
index 0000000..dcde44e
--- /dev/null
+++ b/mempalace.js
@@ -0,0 +1,44 @@
+// MemPalace integration
+class MemPalace {
+  constructor() {
+    this.palacePath = '~/.mempalace/palace';
+    this.wing = 'nexus_chat';
+    this.init();
+  }
+
+  async init() {
+    try {
+      await this.setupWing();
+      this.setupAutoMining();
+    } catch (error) {
+      console.error('MemPalace init failed:', error);
+    }
+  }
+
+  async setupWing() {
+    await window.electronAPI.execPython(`mempalace init ${this.palacePath}`);
+    await window.electronAPI.execPython(`mempalace mine ~/chats --mode convos --wing ${this.wing}`);
+  }
+
+  setupAutoMining() {
+    setInterval(() => {
+      window.electronAPI.execPython(`mempalace mine #chat-container --mode convos --wing ${this.wing}`);
+    }, 30000); // Mine every 30 seconds
+  }
+
+  async search(query) {
+    const result = await window.electronAPI.execPython(`mempalace search "${query}" --wing ${this.wing}`);
+    return result.stdout;
+  }
+
+  updateStats() {
+    const stats = window.electronAPI.execPython(`mempalace status --wing ${this.wing}`);
+    document.getElementById('compression-ratio').textContent = 
+      `${stats.compression_ratio.toFixed(1)}x`;
+    document.getElementById('docs-mined').textContent = stats.total_docs;
+    document.getElementById('aaak-size').textContent = stats.aaak_size;
+  }
+}
+
+// Initialize MemPalace
+const mempalace = new MemPalace();
diff --git a/style.css b/style.css
index 8e70bb2..ad8da5e 100644
--- a/style.css
+++ b/style.css
@@ -516,6 +516,13 @@ canvas#nexus-canvas {
   background: rgba(74, 240, 192, 0.3);
 }
 .mem-palace-stats {
+  color: #4af0c0;
+  font-family: var(--font-display);
+  font-size: 10px;
+  margin-top: 8px;
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
   margin-top: 4px;
   font-size: 10px;
   color: #aaa;
-- 
2.43.0