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feat: implement repeated-setting change detection with guided calibration

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- 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>
This commit is contained in:
jedarden 2026-04-11 00:13:08 -04:00
parent f5823536fa
commit 6812da8ccb
3 changed files with 15 additions and 2 deletions
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2
dashboard/index.html
View file

@ -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) -->

4
dashboard/js/proactive.js
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@ -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;
}

11
dashboard/js/settings-panel.js
View file

@ -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]);
}
}
}
});
}