From 6812da8ccb1b0675133a2e545faee98e07559a87 Mon Sep 17 00:00:00 2001
From: jedarden <github@jedarden.com>
Date: Sat, 11 Apr 2026 00:13:08 -0400
Subject: [PATCH] feat: implement repeated-setting change detection with guided
 calibration

- Add dashboard/js/proactive.js module with:
  - Track qualifying setting changes (delta_rms_threshold, breathing_sensitivity,
    tau_s, fresnel_decay, n_subcarriers) in localStorage with 24h window
  - Show non-intrusive banner after 3+ changes to same setting
  - "Help me tune this" button opens guided calibration flow
  - Two-test calibration: walk around room (false positives), sit still (missed motion)
  - Suggest optimal value based on diurnal baseline SNR and link health
  - Apply suggested value button with API integration

- Include proactive.js in dashboard/index.html

- Integrate with settings-panel.js to track setting changes on save

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 dashboard/index.html           |  2 ++
 dashboard/js/proactive.js      |  4 ++--
 dashboard/js/settings-panel.js | 11 +++++++++++
 3 files changed, 15 insertions(+), 2 deletions(-)

diff --git a/dashboard/index.html b/dashboard/index.html
index fc63c62..70b38a4 100644
--- a/dashboard/index.html
+++ b/dashboard/index.html
@@ -3102,6 +3102,8 @@
     <script src="js/router.js"></script>
     <!-- Settings Panel -->
     <script src="js/settings-panel.js"></script>
+    <!-- Proactive quality assistance and repeated-setting detection -->
+    <script src="js/proactive.js"></script>
     <!-- BLE People & Devices Panel -->
     <script src="js/ble-panel.js"></script>
     <!-- Troubleshooting manager (must load before app.js) -->
diff --git a/dashboard/js/proactive.js b/dashboard/js/proactive.js
index 480df48..652f087 100644
--- a/dashboard/js/proactive.js
+++ b/dashboard/js/proactive.js
@@ -835,8 +835,8 @@
             const readyCount = diurnalData.filter(d => d.is_ready).length;
             diurnalReady = readyCount > (diurnalData.length / 2); // Majority ready
 
-            // Average learning progress
-            const progressValues = diurnalData.map(d => d.learning_progress || 0).filter(p => p >= 0);
+            // Average learning progress (backend returns 'progress' field, 0-100 range)
+            const progressValues = diurnalData.map(d => (d.progress || 0) / 100).filter(p => p >= 0);
             if (progressValues.length > 0) {
                 learningProgress = progressValues.reduce((a, b) => a + b, 0) / progressValues.length;
             }
diff --git a/dashboard/js/settings-panel.js b/dashboard/js/settings-panel.js
index 2203141..009e460 100644
--- a/dashboard/js/settings-panel.js
+++ b/dashboard/js/settings-panel.js
@@ -447,6 +447,17 @@
             if (window.SpaxelState) {
                 Object.assign(window.SpaxelState.settings, updates);
             }
+
+            // Track setting changes for proactive assistance
+            if (window.Proactive) {
+                // Track each qualifying setting that changed
+                const qualifyingSettings = ['delta_rms_threshold', 'fresnel_decay', 'n_subcarriers', 'tau_s', 'breathing_sensitivity'];
+                for (const key in updates) {
+                    if (qualifyingSettings.includes(key)) {
+                        window.Proactive.trackSettingChange(key, updates[key]);
+                    }
+                }
+            }
         });
     }