AUTARCH v1.9 — remote monitoring, SSH manager, daemon, vault, cleanup

- Add Remote Monitoring Station with PIAP device profile system
- Add SSH/SSHD manager with fail2ban integration
- Add privileged daemon architecture for safe root operations
- Add encrypted vault, HAL memory, HAL auto-analyst
- Add network security suite, module creator, codex training
- Add start.sh launcher script and GTK3 desktop launcher
- Remove Output/ build artifacts, installer files, loose docs
- Update .gitignore for runtime data and build artifacts
- Update README for v1.9 with new launch method, screenshots, and features

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

web/templates/defense_windows.html

@@ -12,6 +12,31 @@
     <a href="{{ url_for('defense.index') }}" class="btn btn-sm" style="margin-left:auto">&larr; Defense</a>
 </div>
 
+<!-- OS Mismatch Warning -->
+<div id="os-mismatch-banner" style="display:none;padding:0.75rem 1rem;border:2px solid var(--danger,#ff3b30);border-radius:var(--radius);background:rgba(255,59,48,0.08);margin-bottom:1rem">
+    <strong style="color:var(--danger,#ff3b30)">Wrong platform detected!</strong>
+    <span style="font-size:0.85rem;color:var(--text-secondary)">
+        This system is running <strong id="os-detected">Linux</strong>, not Windows.
+        These scans will not work correctly.
+        <a href="{{ url_for('defense.linux_index') }}" style="color:var(--accent);font-weight:bold">Switch to Linux Defense</a>
+    </span>
+</div>
+<script>
+(function() {
+    fetch('/defense/', {headers: {'Accept': 'application/json'}})
+        .then(function(r) { return r.json(); })
+        .catch(function() { return null; })
+        .then(function(d) {
+            if (d && d.platform && d.platform !== 'Windows') {
+                var banner = document.getElementById('os-mismatch-banner');
+                var det = document.getElementById('os-detected');
+                if (banner) banner.style.display = '';
+                if (det) det.textContent = d.platform + ' (' + (d.os_version || '') + ')';
+            }
+        });
+})();
+</script>
+
 <!-- Tab Bar -->
 <div class="tab-bar">
     <button class="tab active" data-tab-group="windef" data-tab="audit" onclick="showTab('windef','audit')">Security Audit</button>
@@ -159,6 +184,7 @@ function winRunAudit() {
                 + (c.passed ? 'PASS' : 'FAIL') + '</span></td><td>' + escapeHtml(c.details || '') + '</td></tr>';
         });
         document.getElementById('win-audit-results').innerHTML = html || '<tr><td colspan="3">No results</td></tr>';
+        halAnalyze('Windows Defense', JSON.stringify(data, null, 2), 'windows security', 'defense');
     }).catch(function() { setLoading(btn, false); });
 }
 
@@ -171,6 +197,7 @@ function winRunCheck(name) {
             return (c.passed ? '[PASS] ' : '[FAIL] ') + c.name + (c.details ? ' — ' + c.details : '');
         });
         if (el) el.textContent = lines.join('\n') || 'No results';
+        halAnalyze('Windows Defense', JSON.stringify(data, null, 2), 'windows security', 'defense');
     }).catch(function() { if (el) el.textContent = 'Request failed'; });
 }
 
@@ -218,6 +245,7 @@ function winAnalyzeLogs() {
             });
         }
         renderOutput('win-log-output', lines.join('\n') || 'No findings.');
+        halAnalyze('Windows Defense', JSON.stringify(data, null, 2), 'windows security', 'defense');
     }).catch(function() { setLoading(btn, false); renderOutput('win-log-output', 'Request failed'); });
 }
 </script>