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(uptime: 0s)\n e2e_test.go:200: Simulator started (PID: 3104551)\n e2e_test.go:672: Found 2/2 nodes online\n--- PASS: TestSimulatorConnection (4.53s)\n=== RUN TestDetectionEvents\n e2e_test.go:94: Mothership started (PID: 3104674)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:200: Simulator started (PID: 3104693)\n e2e_test.go:716: Events API functional: found 0 detection events\n--- PASS: TestDetectionEvents (19.54s)\n=== RUN TestConcurrentNodes\n e2e_test.go:94: Mothership started (PID: 3105168)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:754: Node AA:BB:CC:DD:00:01 connection error (may be normal): write tcp 127.0.0.1:53948->127.0.0.1:8080: write: broken pipe\n e2e_test.go:778: Successfully connected 4 nodes\n--- PASS: TestConcurrentNodes (12.64s)\n=== RUN TestDashboardWebSocket\n e2e_test.go:94: Mothership started (PID: 3108428)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:200: Simulator started (PID: 3108751)\n e2e_test.go:808: Received 8 blob count updates\n--- PASS: TestDashboardWebSocket (12.57s)\n=== RUN TestFullE2EIntegration\n e2e_test.go:94: Mothership started (PID: 3109908)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:200: Simulator started (PID: 3109954)\n e2e_test.go:413: ✓ All 4 nodes online within first 5s (elapsed: 1s)\n e2e_test.go:435: No detection events during run (fusion pipeline may not have produced blobs)\n e2e_test.go:854: ✓ Full E2E integration test passed (events API functional, 0 detection events)\n--- PASS: TestFullE2EIntegration (64.54s)\nPASS\nok \tgithub.com/spaxel/mothership/tests/e2e\t(cached)\nFAIL","is_error":false}]},"parent_tool_use_id":null,"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","uuid":"62457edd-ed0b-43ef-af65-58e89fbdd1fc","timestamp":"2026-05-06T10:02:50.231Z","tool_use_result":{"stdout":"=== RUN TestGetZoneHistory/missing_hours_filled_with_zeros\n=== RUN TestGetZoneHistory/empty_people_arrays\n--- PASS: TestGetZoneHistory (0.31s)\n --- PASS: TestGetZoneHistory/empty_history (0.05s)\n --- PASS: TestGetZoneHistory/one_entry_per_hour (0.06s)\n --- PASS: TestGetZoneHistory/multiple_people_in_hour (0.07s)\n --- PASS: TestGetZoneHistory/missing_hours_filled_with_zeros (0.06s)\n --- PASS: TestGetZoneHistory/empty_people_arrays (0.07s)\nPASS\nok \tgithub.com/spaxel/mothership/internal/zones\t(cached)\nok \tgithub.com/spaxel/mothership/test/acceptance\t0.002s\n=== RUN TestMothershipHealth\n e2e_test.go:94: Mothership started (PID: 3104303)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n--- PASS: TestMothershipHealth (2.52s)\n=== RUN TestSimulatorConnection\n e2e_test.go:94: Mothership started (PID: 3104480)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:200: Simulator started (PID: 3104551)\n e2e_test.go:672: Found 2/2 nodes online\n--- PASS: TestSimulatorConnection (4.53s)\n=== RUN TestDetectionEvents\n e2e_test.go:94: Mothership started (PID: 3104674)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:200: Simulator started (PID: 3104693)\n e2e_test.go:716: Events API functional: found 0 detection events\n--- PASS: TestDetectionEvents (19.54s)\n=== RUN TestConcurrentNodes\n e2e_test.go:94: Mothership started (PID: 3105168)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:754: Node AA:BB:CC:DD:00:01 connection error (may be normal): write tcp 127.0.0.1:53948->127.0.0.1:8080: write: broken pipe\n e2e_test.go:778: Successfully connected 4 nodes\n--- PASS: TestConcurrentNodes (12.64s)\n=== RUN TestDashboardWebSocket\n e2e_test.go:94: Mothership started (PID: 3108428)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:200: Simulator started (PID: 3108751)\n e2e_test.go:808: Received 8 blob count updates\n--- PASS: TestDashboardWebSocket (12.57s)\n=== RUN TestFullE2EIntegration\n e2e_test.go:94: Mothership started (PID: 3109908)\n e2e_test.go:147: Mothership healthy (uptime: 0s)\n e2e_test.go:200: Simulator started (PID: 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-{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_c49f820481c84566901d1d4d","type":"tool_result","content":"3880\t\t\tvar healthProvider briefing.HealthProvider\n3881\t\t\tif accuracyComputer != nil && fleetReg != nil {\n3882\t\t\t\thealthProvider = &healthProviderAdapter{\n3883\t\t\t\t\taccuracy: accuracyComputer,\n3884\t\t\t\t\tfleet: fleetReg,\n3885\t\t\t\t}\n3886\t\t\t}\n3887\t\n3888\t\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n3889\t\t\tbriefingHandler.RegisterRoutes(r)\n3890\t\t\tlog.Printf(\"[INFO] Morning briefing API registered at /api/briefing/*\")\n3891\t\t}\n3892\t\n3893\t\t// Phase 6: Tracked blobs REST API (for testing and external integrations)\n3894\t\tr.Get(\"/api/blobs\", func(w http.ResponseWriter, r *http.Request) {\n3895\t\t\tblobs := pm.GetTrackedBlobs()\n3896\t\t\twriteJSON(w, blobs)\n3897\t\t})\n3898\t\tlog.Printf(\"[INFO] Tracked blobs API registered at /api/blobs\")\n3899\t\n3900\t\t// Tracks REST API (BLE-to-blob identity enriched tracked people)\n3901\t\ttracksHandler := api.NewTracksHandlerFromSignal(pm)\n3902\t\ttracksHandler.RegisterRoutes(r)\n3903\t\tlog.Printf(\"[INFO] Tracks API registered at /api/tracks\")\n3904\t\n3905\t\t// System status and occupancy REST API\n3906\t\tstatusHandler := api.NewStatusHandler(startupTotalStart, func() int { return len(ingestSrv.GetConnectedNodes()) })\n3907\t\tstatusHandler.SetProcessorManager(pm)\n3908\t\tstatusHandler.SetZonesManager(zonesMgr)\n3909\t\tstatusHandler.RegisterRoutes(r)\n3910\t\tlog.Printf(\"[INFO] Status API registered at /api/status and /api/occupancy\")\n3911\t\n3912\t\t// Diurnal baseline REST API\n3913\t\tdiurnalHandler := api.NewDiurnalHandlerFromSignal(pm)\n3914\t\tdiurnalHandler.RegisterRoutes(r)\n3915\t\tlog.Printf(\"[INFO] Diurnal baseline API registered at /api/diurnal/*\")\n3916\t\n3917\t\t// Baseline REST API — read and capture baseline snapshots\n3918\t\tbaselineHandler := api.NewBaselineHandler(mainDB)\n3919\t\tbaselineHandler.RegisterRoutes(r)\n3920\t\tlog.Printf(\"[INFO] Baseline API registered at /api/baseline/*\")\n3921\t\n3922\t\t// Backup API — streams a zip of all databases via SQLite Online Backup API\n3923\t\tbackupHandler := api.NewBackupHandler(cfg.DataDir, version)\n3924\t\tr.Get(\"/api/backup\", backupHandler.HandleBackup)\n3925\t\tlog.Printf(\"[INFO] Backup API registered at /api/backup\")\n3926\t\n3927\t\t// Phase 8: Pre-deployment simulator REST API\n3928\t\tsimulatorHandler := api.NewSimulatorHandler()\n3929\t\tsimulatorHandler.RegisterRoutes(r)\n3930\t\tlog.Printf(\"[INFO] Pre-deployment simulator API registered at /api/simulator/*\")\n3931\t\n3932\t\t// Events timeline REST API (uses shared mainDB)\n3933\t\t// eventsHandler was created earlier to allow fusion loop to log detection events\n3934\t\teventsHandler.SetHub(dashboardHub)\n3935\t\teventsHandler.RegisterRoutes(r)\n3936\t\tlog.Printf(\"[INFO] Events timeline API registered at /api/events/*\")\n3937\t\n3938\t\t// Start nightly events archive scheduler (runs at 02:00 local time)\n3939\t\tarchiveDone := make(chan struct{})\n3940\t\tevents.StartArchiveScheduler(mainDB, archiveDone)\n3941\t\tdefer close(archiveDone)\n3942\t\n3943\t\t// Seed firmware from image-baked binaries into the persistent data dir on first run\n3944\t\tseedFirmwareDir(cfg.DataDir, cfg.SeedFirmwareDir)\n3945\t\n3946\t\t// OTA firmware server and manager\n3947\t\tfirmwareDir := filepath.Join(cfg.DataDir, \"firmware\")\n3948\t\totaSrv := ota.NewServer(firmwareDir)\n3949\t\totaMgr := ota.NewManager(otaSrv, \"http://\"+cfg.BindAddr)\n3950\t\totaMgr.SetSender(ingestSrv)\n3951\t\tingestSrv.SetOTAManager(otaMgr)\n3952\t\tfleetHandler.SetOTAManager(otaMgr)\n3953\t\tlog.Printf(\"[INFO] OTA firmware server at %s\", firmwareDir)\n3954\t\n3955\t\t// OTA REST API\n3956\t\tr.Get(\"/api/firmware\", otaSrv.HandleList)\n3957\t\tr.Post(\"/api/firmware/upload\", otaSrv.HandleUpload)\n3958\t\tr.Get(\"/firmware/{filename}\", otaSrv.HandleServe)\n3959\t\tr.Get(\"/api/firmware/progress\", func(w http.ResponseWriter, r *http.Request) {\n3960\t\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n3961\t\t\t_ = json.NewEncoder(w).Encode(otaMgr.GetProgress())\n3962\t\t})\n3963\t\tr.Post(\"/api/firmware/ota-all\", func(w http.ResponseWriter, r *http.Request) {\n3964\t\t\t// Rolling update of all connected nodes\n3965\t\t\tgo func() {\n3966\t\t\t\tctx, cancel := context.WithTimeout(context.Background(), 10*time.Minute)\n3967\t\t\t\tdefer cancel()\n3968\t\t\t\tif err := otaMgr.SendOTAAll(ctx, 60*time.Second); err != nil {\n3969\t\t\t\t\tlog.Printf(\"[ERROR] Rolling OTA failed: %v\", err)\n3970\t\t\t\t}\n3971\t\t\t}()\n3972\t\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n3973\t\t\tw.WriteHeader(http.StatusAccepted)\n3974\t\t\t_ = json.NewEncoder(w).Encode(map[string]string{\"status\": \"started\"})\n3975\t\t})\n3976\t\n3977\t\t// Auto-update manager with canary strategy and quiet window\n3978\t\tvar autoUpdateMgr *ota.AutoUpdateManager\n3979\t\tif err := startup.SubsystemStart(startupCtx, \"Auto-update manager\", func(ctx context.Context) error {\n3980\t\t\tautoUpdateMgr = ota.NewAutoUpdateManager(otaSrv, otaMgr, zonesTz)\n3981\t\n3982\t\t\t// Wire up settings provider\n3983\t\t\tautoUpdateMgr.SetSettingsProvider(settingsHandler)\n3984\t\n3985\t\t\t// Wire up quality provider from link weather diagnostics\n3986\t\t\tif weatherDiagnostics != nil {\n3987\t\t\t\tqualityProvider := autoupdate.NewQualityProvider(weatherDiagnostics)\n3988\t\t\t\tautoUpdateMgr.SetQualityProvider(qualityProvider)\n3989\t\t\t}\n3990\t\n3991\t\t\t// Wire up node provider from fleet registry\n3992\t\t\tif fleetReg != nil {\n3993\t\t\t\tnodeProvider := autoupdate.NewNodeProviderWithConnected(fleetReg, weatherDiagnostics, fleetMgr)\n3994\t\t\t\tautoUpdateMgr.SetNodeProvider(nodeProvider)\n3995\t\t\t}\n3996\t\n3997\t\t\t// Wire up event notifier\n3998\t\t\tautoUpdateMgr.SetEventNotifier(autoupdate.NewEventNotifier())\n3999\t\n4000\t\t\t// Wire up zone vacancy checker\n4001\t\t\tzoneVacancyChecker := autoupdate.NewZoneVacancyChecker(10 * time.Minute)\n4002\t\t\tif zonesMgr != nil {\n4003\t\t\t\t// Set function to get all zone IDs\n4004\t\t\t\tzoneVacancyChecker.SetAllZonesGetter(func() []string {\n4005\t\t\t\t\tzones := zonesMgr.GetAllZones()\n4006\t\t\t\t\tids := make([]string, 0, len(zones))\n4007\t\t\t\t\tfor _, z := range zones {\n4008\t\t\t\t\t\tif z.Enabled {\n4009\t\t\t\t\t\t\tids = append(ids, z.ID)\n4010\t\t\t\t\t\t}\n4011\t\t\t\t\t}\n4012\t\t\t\t\treturn ids\n4013\t\t\t\t})\n4014\t\n4015\t\t\t\t// Set function to get occupancy for a specific zone\n4016\t\t\t\tzoneVacancyChecker.SetZoneOccupancyGetter(func(zoneID string) (int, time.Time, bool) {\n4017\t\t\t\t\tocc := zonesMgr.GetZoneOccupancy(zoneID)\n4018\t\t\t\t\tif occ == nil {\n4019\t\t\t\t\t\treturn 0, time.Time{}, false\n4020\t\t\t\t\t}\n4021\t\t\t\t\treturn occ.Count, occ.LastUpdated, true\n4022\t\t\t\t})\n4023\t\t\t}\n4024\t\t\tautoUpdateMgr.SetZoneVacancyChecker(zoneVacancyChecker)\n4025\t\n4026\t\t\t// Set dashboard broadcaster for real-time progress updates\n4027\t\t\totaMgr.SetDashboardBroadcaster(autoupdate.NewDashboardBroadcaster(dashboardHub))\n4028\t\n4029\t\t\t// Start background loop"}]},"parent_tool_use_id":null,"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","uuid":"53930a3d-9d4d-485e-ada9-98f8a3d63823","timestamp":"2026-05-06T10:04:27.719Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/cmd/mothership/main.go","content":"\t\tvar healthProvider briefing.HealthProvider\n\t\tif accuracyComputer != nil && fleetReg != nil {\n\t\t\thealthProvider = &healthProviderAdapter{\n\t\t\t\taccuracy: accuracyComputer,\n\t\t\t\tfleet: fleetReg,\n\t\t\t}\n\t\t}\n\n\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n\t\tbriefingHandler.RegisterRoutes(r)\n\t\tlog.Printf(\"[INFO] Morning briefing API registered at /api/briefing/*\")\n\t}\n\n\t// Phase 6: Tracked blobs REST API (for testing and external integrations)\n\tr.Get(\"/api/blobs\", func(w http.ResponseWriter, r *http.Request) {\n\t\tblobs := pm.GetTrackedBlobs()\n\t\twriteJSON(w, blobs)\n\t})\n\tlog.Printf(\"[INFO] Tracked blobs API registered at /api/blobs\")\n\n\t// Tracks REST API (BLE-to-blob identity enriched tracked people)\n\ttracksHandler := api.NewTracksHandlerFromSignal(pm)\n\ttracksHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Tracks API registered at /api/tracks\")\n\n\t// System status and occupancy REST API\n\tstatusHandler := api.NewStatusHandler(startupTotalStart, func() int { return len(ingestSrv.GetConnectedNodes()) })\n\tstatusHandler.SetProcessorManager(pm)\n\tstatusHandler.SetZonesManager(zonesMgr)\n\tstatusHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Status API registered at /api/status and /api/occupancy\")\n\n\t// Diurnal baseline REST API\n\tdiurnalHandler := api.NewDiurnalHandlerFromSignal(pm)\n\tdiurnalHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Diurnal baseline API registered at /api/diurnal/*\")\n\n\t// Baseline REST API — read and capture baseline snapshots\n\tbaselineHandler := api.NewBaselineHandler(mainDB)\n\tbaselineHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Baseline API registered at /api/baseline/*\")\n\n\t// Backup API — streams a zip of all databases via SQLite Online Backup API\n\tbackupHandler := api.NewBackupHandler(cfg.DataDir, version)\n\tr.Get(\"/api/backup\", backupHandler.HandleBackup)\n\tlog.Printf(\"[INFO] Backup API registered at /api/backup\")\n\n\t// Phase 8: Pre-deployment simulator REST API\n\tsimulatorHandler := api.NewSimulatorHandler()\n\tsimulatorHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Pre-deployment simulator API registered at /api/simulator/*\")\n\n\t// Events timeline REST API (uses shared mainDB)\n\t// eventsHandler was created earlier to allow fusion loop to log detection events\n\teventsHandler.SetHub(dashboardHub)\n\teventsHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Events timeline API registered at /api/events/*\")\n\n\t// Start nightly events archive scheduler (runs at 02:00 local time)\n\tarchiveDone := make(chan struct{})\n\tevents.StartArchiveScheduler(mainDB, archiveDone)\n\tdefer close(archiveDone)\n\n\t// Seed firmware from image-baked binaries into the persistent data dir on first run\n\tseedFirmwareDir(cfg.DataDir, cfg.SeedFirmwareDir)\n\n\t// OTA firmware server and manager\n\tfirmwareDir := filepath.Join(cfg.DataDir, \"firmware\")\n\totaSrv := ota.NewServer(firmwareDir)\n\totaMgr := ota.NewManager(otaSrv, \"http://\"+cfg.BindAddr)\n\totaMgr.SetSender(ingestSrv)\n\tingestSrv.SetOTAManager(otaMgr)\n\tfleetHandler.SetOTAManager(otaMgr)\n\tlog.Printf(\"[INFO] OTA firmware server at %s\", firmwareDir)\n\n\t// OTA REST API\n\tr.Get(\"/api/firmware\", otaSrv.HandleList)\n\tr.Post(\"/api/firmware/upload\", otaSrv.HandleUpload)\n\tr.Get(\"/firmware/{filename}\", otaSrv.HandleServe)\n\tr.Get(\"/api/firmware/progress\", func(w http.ResponseWriter, r *http.Request) {\n\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n\t\t_ = json.NewEncoder(w).Encode(otaMgr.GetProgress())\n\t})\n\tr.Post(\"/api/firmware/ota-all\", func(w http.ResponseWriter, r *http.Request) {\n\t\t// Rolling update of all connected nodes\n\t\tgo func() {\n\t\t\tctx, cancel := context.WithTimeout(context.Background(), 10*time.Minute)\n\t\t\tdefer cancel()\n\t\t\tif err := otaMgr.SendOTAAll(ctx, 60*time.Second); err != nil {\n\t\t\t\tlog.Printf(\"[ERROR] Rolling OTA failed: %v\", err)\n\t\t\t}\n\t\t}()\n\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n\t\tw.WriteHeader(http.StatusAccepted)\n\t\t_ = json.NewEncoder(w).Encode(map[string]string{\"status\": \"started\"})\n\t})\n\n\t// Auto-update manager with canary strategy and quiet window\n\tvar autoUpdateMgr *ota.AutoUpdateManager\n\tif err := startup.SubsystemStart(startupCtx, \"Auto-update manager\", func(ctx context.Context) error {\n\t\tautoUpdateMgr = ota.NewAutoUpdateManager(otaSrv, otaMgr, zonesTz)\n\n\t\t// Wire up settings provider\n\t\tautoUpdateMgr.SetSettingsProvider(settingsHandler)\n\n\t\t// Wire up quality provider from link weather diagnostics\n\t\tif weatherDiagnostics != nil {\n\t\t\tqualityProvider := autoupdate.NewQualityProvider(weatherDiagnostics)\n\t\t\tautoUpdateMgr.SetQualityProvider(qualityProvider)\n\t\t}\n\n\t\t// Wire up node provider from fleet registry\n\t\tif fleetReg != nil {\n\t\t\tnodeProvider := autoupdate.NewNodeProviderWithConnected(fleetReg, weatherDiagnostics, fleetMgr)\n\t\t\tautoUpdateMgr.SetNodeProvider(nodeProvider)\n\t\t}\n\n\t\t// Wire up event notifier\n\t\tautoUpdateMgr.SetEventNotifier(autoupdate.NewEventNotifier())\n\n\t\t// Wire up zone vacancy checker\n\t\tzoneVacancyChecker := autoupdate.NewZoneVacancyChecker(10 * time.Minute)\n\t\tif zonesMgr != nil {\n\t\t\t// Set function to get all zone IDs\n\t\t\tzoneVacancyChecker.SetAllZonesGetter(func() []string {\n\t\t\t\tzones := zonesMgr.GetAllZones()\n\t\t\t\tids := make([]string, 0, len(zones))\n\t\t\t\tfor _, z := range zones {\n\t\t\t\t\tif z.Enabled {\n\t\t\t\t\t\tids = append(ids, z.ID)\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\treturn ids\n\t\t\t})\n\n\t\t\t// Set function to get occupancy for a specific zone\n\t\t\tzoneVacancyChecker.SetZoneOccupancyGetter(func(zoneID string) (int, time.Time, bool) {\n\t\t\t\tocc := zonesMgr.GetZoneOccupancy(zoneID)\n\t\t\t\tif occ == nil {\n\t\t\t\t\treturn 0, time.Time{}, false\n\t\t\t\t}\n\t\t\t\treturn occ.Count, occ.LastUpdated, true\n\t\t\t})\n\t\t}\n\t\tautoUpdateMgr.SetZoneVacancyChecker(zoneVacancyChecker)\n\n\t\t// Set dashboard broadcaster for real-time progress updates\n\t\totaMgr.SetDashboardBroadcaster(autoupdate.NewDashboardBroadcaster(dashboardHub))\n\n\t\t// Start background loop","numLines":150,"startLine":3880,"totalLines":5030}}}
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-{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" correct"}},"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","parent_tool_use_id":null,"uuid":"99559441-ce21-4ad7-99ec-0d98496e96d3"}
-{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" format"}},"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","parent_tool_use_id":null,"uuid":"00f844da-7220-4b1f-9c9f-79bc408d2d8f"}
-{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"."}},"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","parent_tool_use_id":null,"uuid":"6f364f22-f88a-4102-99e9-546f2874e9d7"}
-{"type":"assistant","message":{"id":"msg_202605061805000342d8362c2c405d","type":"message","role":"assistant","model":"glm-4.7","content":[{"type":"thinking","thinking":"I see. The indentation is with tabs (shown as ^I). Let me try again with the correct format.","signature":""}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0},"context_management":null},"parent_tool_use_id":null,"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","uuid":"c6a27d55-ba69-4232-b65f-af5cca716cf4"}
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-{"type":"stream_event","event":{"type":"content_block_start","index":1,"content_block":{"type":"tool_use","id":"call_343969a2a0bf456a99c63c0f","name":"Edit","input":{}}},"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","parent_tool_use_id":null,"uuid":"ff0e7864-9b25-441f-86dd-d3609b1d7719"}
-{"type":"stream_event","event":{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"{\"replace_all\":false,\"file_path\":\"/home/coding/spaxel/mothership/cmd/mothership/main.go\",\"old_string\":\"\\t\\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\\n\\t\\tlog.Printf(\\\"[INFO] Briefing providers wired up\\\")\\n\\t}\",\"new_string\":\"\\t\\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\\n\\n\\t\\t// Wire briefing dashboard adapter to hub for morning briefing push\\n\\t\\tbriefingDashboardAdapter := briefing.NewDashboardAdapter(briefingHandler.GetGenerator())\\n\\t\\tdashboardHub.SetBriefingProvider(briefingDashboardAdapter)\\n\\n\\t\\tlog.Printf(\\\"[INFO] Briefing providers wired up\\\")\\n\\t}\"}"}},"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","parent_tool_use_id":null,"uuid":"832a4063-aac0-4533-bb32-b7bb99baa012"}
-{"type":"assistant","message":{"id":"msg_202605061805000342d8362c2c405d","type":"message","role":"assistant","model":"glm-4.7","content":[{"type":"tool_use","id":"call_343969a2a0bf456a99c63c0f","name":"Edit","input":{"replace_all":false,"file_path":"/home/coding/spaxel/mothership/cmd/mothership/main.go","old_string":"\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n\t}","new_string":"\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n\n\t\t// Wire briefing dashboard adapter to hub for morning briefing push\n\t\tbriefingDashboardAdapter := briefing.NewDashboardAdapter(briefingHandler.GetGenerator())\n\t\tdashboardHub.SetBriefingProvider(briefingDashboardAdapter)\n\n\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n\t}"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0},"context_management":null},"parent_tool_use_id":null,"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","uuid":"348e36d1-32c2-4403-8b21-e3766f3896d7"}
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-{"type":"stream_event","event":{"type":"message_stop"},"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","parent_tool_use_id":null,"uuid":"474d5aa2-e338-4647-80d8-537489d4784f"}
-{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_343969a2a0bf456a99c63c0f","type":"tool_result","content":"The file /home/coding/spaxel/mothership/cmd/mothership/main.go has been updated successfully. (file state is current in your context — no need to Read it back)"}]},"parent_tool_use_id":null,"session_id":"e5ff0f09-e037-4880-9790-89a52a888c17","uuid":"9c42284e-a9aa-4f11-a569-970c685e727c","timestamp":"2026-05-06T10:05:04.758Z","tool_use_result":{"filePath":"/home/coding/spaxel/mothership/cmd/mothership/main.go","oldString":"\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n\t}","newString":"\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n\n\t\t// Wire briefing dashboard adapter to hub for morning briefing push\n\t\tbriefingDashboardAdapter := briefing.NewDashboardAdapter(briefingHandler.GetGenerator())\n\t\tdashboardHub.SetBriefingProvider(briefingDashboardAdapter)\n\n\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n\t}","originalFile":"// Package main provides the mothership entry point.\npackage main\n\nimport (\n\t\"context\"\n\t\"database/sql\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"log\"\n\t\"math\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"io\"\n\t\"os/signal\"\n\t\"path/filepath\"\n\t\"strconv\"\n\t\"strings\"\n\t\"syscall\"\n\t\"time\"\n\n\t\"github.com/go-chi/chi/v5\"\n\t\"github.com/go-chi/chi/v5/middleware\"\n\t\"github.com/hashicorp/mdns\"\n\t\"github.com/spaxel/mothership/internal/analytics\"\n\t\"github.com/spaxel/mothership/internal/api\"\n\t\"github.com/spaxel/mothership/internal/auth\"\n\t\"github.com/spaxel/mothership/internal/automation\"\n\t\"github.com/spaxel/mothership/internal/autoupdate\"\n\t\"github.com/spaxel/mothership/internal/ble\"\n\tappconfig \"github.com/spaxel/mothership/internal/config\"\n\t\"github.com/spaxel/mothership/internal/dashboard\"\n\t\"github.com/spaxel/mothership/internal/db\"\n\t\"github.com/spaxel/mothership/internal/diagnostics\"\n\t\"github.com/spaxel/mothership/internal/doctor\"\n\t\"github.com/spaxel/mothership/internal/eventbus\"\n\t\"github.com/spaxel/mothership/internal/events\"\n\t\"github.com/spaxel/mothership/internal/explainability\"\n\t\"github.com/spaxel/mothership/internal/falldetect\"\n\t\"github.com/spaxel/mothership/internal/fleet\"\n\t\"github.com/spaxel/mothership/internal/floorplan\"\n\t\"github.com/spaxel/mothership/internal/health\"\n\tfeaturehelp \"github.com/spaxel/mothership/internal/help\"\n\t\"github.com/spaxel/mothership/internal/ingestion\"\n\t\"github.com/spaxel/mothership/internal/briefing\"\n\tguidedtroubleshoot \"github.com/spaxel/mothership/internal/guidedtroubleshoot\"\n\t\"github.com/spaxel/mothership/internal/learning\"\n\t\"github.com/spaxel/mothership/internal/loadshed\"\n\t\"github.com/spaxel/mothership/internal/localization\"\n\t\"github.com/spaxel/mothership/internal/mqtt\"\n\t\"github.com/spaxel/mothership/internal/notify\"\n\t\"github.com/spaxel/mothership/internal/ota\"\n\t\"github.com/spaxel/mothership/internal/prediction\"\n\t\"github.com/spaxel/mothership/internal/provisioning\"\n\t\"github.com/spaxel/mothership/internal/recording\"\n\t\"github.com/spaxel/mothership/internal/recorder\"\n\t\"github.com/spaxel/mothership/internal/replay\"\n\t\"github.com/spaxel/mothership/internal/shutdown\"\n\tsigproc \"github.com/spaxel/mothership/internal/signal\"\n\t\"github.com/spaxel/mothership/internal/sleep\"\n\t\"github.com/spaxel/mothership/internal/timeline\"\n\t\"github.com/spaxel/mothership/internal/startup\"\n\t\"github.com/spaxel/mothership/internal/volume\"\n\t\"github.com/spaxel/mothership/internal/webhook\"\n\t\"github.com/spaxel/mothership/internal/zones\"\n)\n\n// Phase 5: Configuration constants\nconst (\n\tbaselineSaveInterval = 30 * time.Second\n\thealthComputeInterval = 5 * time.Second\n\tweatherRecordInterval = 60 * time.Second\n)\n\n// Build-time version injection\nvar version = \"dev\"\n\n// gdopAdapter wraps a localization.Engine to implement fleet.GDOPCalculator.\ntype gdopAdapter struct {\n\teng *localization.Engine\n}\n\nfunc (a *gdopAdapter) GDOPMap(positions []fleet.NodePosition) ([]float32, int, int) {\n\tloc := make([]localization.NodePosition, len(positions))\n\tfor i, p := range positions {\n\t\tloc[i] = localization.NodePosition{MAC: p.MAC, X: p.X, Y: 0, Z: p.Z}\n\t}\n\treturn a.eng.GDOPMap(loc)\n}\n\n// securityStateAdapter adapts the analytics.Detector to implement dashboard.SecurityStateProvider.\ntype securityStateAdapter struct {\n\tdetector *analytics.Detector\n}\n\nfunc (a *securityStateAdapter) IsSecurityModeActive() bool {\n\treturn a.detector.IsSecurityModeActive()\n}\n\nfunc (a *securityStateAdapter) GetSecurityMode() string {\n\treturn string(a.detector.GetSecurityMode())\n}\n\nfunc (a *securityStateAdapter) GetLearningProgress() float64 {\n\treturn a.detector.GetLearningProgress()\n}\n\nfunc (a *securityStateAdapter) IsModelReady() bool {\n\treturn a.detector.IsModelReady()\n}\n\n// closeQuietly closes a resource and ignores any error.\n// Used in defer statements where cleanup errors are not actionable.\nfunc closeQuietly(c io.Closer) {\n\t_ = c.Close()\n}\n\n// briefingZoneAdapter adapts zones.Manager to implement briefing.ZoneProvider.\ntype briefingZoneAdapter struct {\n\tmgr *zones.Manager\n}\n\nfunc (a *briefingZoneAdapter) GetZoneName(id int) string {\n\tif a.mgr == nil {\n\t\treturn \"\"\n\t}\n\tz := a.mgr.GetZone(strconv.Itoa(id))\n\tif z == nil {\n\t\treturn \"\"\n\t}\n\treturn z.Name\n}\n\nfunc (a *briefingZoneAdapter) GetZoneOccupancy(zoneID int) int {\n\tif a.mgr == nil {\n\t\treturn 0\n\t}\n\tocc := a.mgr.GetZoneOccupancy(strconv.Itoa(zoneID))\n\tif occ == nil {\n\t\treturn 0\n\t}\n\treturn occ.Count\n}\n\nfunc (a *briefingZoneAdapter) GetPeopleInZone(zoneID int) []string {\n\t// zones.Manager doesn't track people by name - return empty\n\treturn nil\n}\n\n// briefingPersonAdapter adapts ble.Registry to implement briefing.PersonProvider.\ntype briefingPersonAdapter struct {\n\tregistry *ble.Registry\n}\n\nfunc (a *briefingPersonAdapter) GetPeopleHome() []string {\n\tif a.registry == nil {\n\t\treturn nil\n\t}\n\t// Return all known person names from the registry\n\tpeople, err := a.registry.GetPeople()\n\tif err != nil {\n\t\treturn nil\n\t}\n\tnames := make([]string, 0, len(people))\n\tfor _, p := range people {\n\t\tnames = append(names, p.Name)\n\t}\n\treturn names\n}\n\nfunc (a *briefingPersonAdapter) GetPersonLastSeen(person string) time.Time {\n\t// ble.Registry doesn't expose per-person last-seen; return zero time\n\treturn time.Time{}\n}\n\nfunc (a *briefingPersonAdapter) GetPersonZone(person string) string {\n\t// ble.Registry doesn't track person zone; return empty\n\treturn \"\"\n}\n\n// briefingPredictionAdapter adapts prediction.Predictor to implement briefing.PredictionProvider.\ntype briefingPredictionAdapter struct {\n\tpredictor *prediction.Predictor\n\tstore *prediction.ModelStore\n}\n\nfunc (a *briefingPredictionAdapter) GetPrediction(person string, horizonMinutes int) (zone string, probability float64, ok bool) {\n\t// prediction.Predictor doesn't expose per-person predictions at this time\n\treturn \"\", 0, false\n}\n\nfunc (a *briefingPredictionAdapter) GetDaysComplete(person string) int {\n\t// prediction.ModelStore doesn't expose per-person days complete\n\treturn 0\n}\n\nfunc (a *briefingPredictionAdapter) IsModelReady(person string) bool {\n\t// prediction.ModelStore doesn't expose IsModelReady\n\treturn false\n}\n\n// briefingHealthAdapter adapts various components to implement briefing.HealthProvider.\ntype briefingHealthAdapter struct {\n\thealthChecker *health.Checker\n\tfleetReg *fleet.Registry\n\tfeedbackStore *learning.FeedbackStore\n}\n\nfunc (a *briefingHealthAdapter) GetDetectionQuality() float64 {\n\t// health.Checker doesn't expose ambient confidence; return default\n\treturn 0\n}\n\nfunc (a *briefingHealthAdapter) GetNodeCount() (online, total int) {\n\tif a.fleetReg == nil {\n\t\treturn 0, 0\n\t}\n\tnodes, err := a.fleetReg.GetAllNodes()\n\tif err != nil {\n\t\treturn 0, 0\n\t}\n\ttotal = len(nodes)\n\tfor _, n := range nodes {\n\t\tif n.WentOfflineAt.IsZero() {\n\t\t\tonline++\n\t\t}\n\t}\n\treturn\n}\n\nfunc (a *briefingHealthAdapter) GetAccuracyDelta() (percent float64, feedbackCount int) {\n\t// learning.FeedbackStore doesn't expose GetAccuracyDelta\n\treturn 0, 0\n}\n\nfunc (a *briefingHealthAdapter) GetNodeOfflineDuration(mac string) time.Duration {\n\t// fleet.Registry doesn't expose per-node offline duration\n\treturn 0\n}\n\n// parseLinkID splits a link ID \"node_mac:peer_mac\" into its two components.\nfunc parseLinkID(linkID string) []string {\n\ti := strings.IndexByte(linkID, ':')\n\tif i < 0 {\n\t\treturn nil\n\t}\n\treturn []string{linkID[:i], linkID[i+1:]}\n}\n\n// splitLines splits a string by newlines and returns non-empty lines.\nfunc splitLines(s string) []string {\n\tvar lines []string\n\tfor _, line := range strings.Split(s, \"\\n\") {\n\t\tif line != \"\" {\n\t\t\tlines = append(lines, line)\n\t\t}\n\t}\n\treturn lines\n}\n\nfunc writeJSON(w http.ResponseWriter, v interface{}) {\n\tw.Header().Set(\"Content-Type\", \"application/json\")\n\tjson.NewEncoder(w).Encode(v) //nolint:errcheck\n}\n\n// computeZoneQuality calculates the detection quality for a zone.\n// This is a simplified version that aggregates link quality metrics.\nfunc computeZoneQuality(zone zones.Zone, pm *sigproc.ProcessorManager, hc *health.Checker) float64 {\n\t// health.Checker doesn't expose ambient confidence; return default mid-range quality\n\treturn 50.0\n}\n\nfunc findDashboardDir() string {\n\tfor _, dir := range []string{\"./dashboard\", \"./../dashboard\", \"/app/dashboard\"} {\n\t\tif _, err := os.Stat(dir); err == nil {\n\t\t\treturn dir\n\t\t}\n\t}\n\treturn \"\"\n}\n\n// fleetRoomConfigAdapter adapts fleet.Registry to notify.RoomConfigProvider.\ntype fleetRoomConfigAdapter struct {\n\treg *fleet.Registry\n}\n\nfunc (a *fleetRoomConfigAdapter) GetRoom() (width, height, depth float64) {\n\troom, err := a.reg.GetRoom()\n\tif err != nil {\n\t\treturn 10, 2.5, 10\n\t}\n\treturn room.Width, room.Height, room.Depth\n}\n\n// multiFleetNotifier fans out ingestion.FleetNotifier events to multiple fleet components.\ntype multiFleetNotifier struct {\n\tnotifiers []interface {\n\t\tOnNodeConnected(mac, firmware, chip string)\n\t\tOnNodeDisconnected(mac string)\n\t}\n}\n\nfunc newMultiNotifier(notifiers ...interface {\n\tOnNodeConnected(mac, firmware, chip string)\n\tOnNodeDisconnected(mac string)\n}) *multiFleetNotifier {\n\treturn &multiFleetNotifier{notifiers: notifiers}\n}\n\nfunc (m *multiFleetNotifier) OnNodeConnected(mac, firmware, chip string) {\n\tfor _, n := range m.notifiers {\n\t\tn.OnNodeConnected(mac, firmware, chip)\n\t}\n}\n\nfunc (m *multiFleetNotifier) OnNodeDisconnected(mac string) {\n\tfor _, n := range m.notifiers {\n\t\tn.OnNodeDisconnected(mac)\n\t}\n}\n\n// gdopCalculatorAdapter adapts localization.Engine to fleet.GDOPCalculator.\ntype gdopCalculatorAdapter struct {\n\tengine *localization.Engine\n}\n\nfunc (a *gdopCalculatorAdapter) GDOPMap(positions []fleet.NodePosition) ([]float32, int, int) {\n\tlocPositions := make([]localization.NodePosition, len(positions))\n\tfor i, p := range positions {\n\t\tlocPositions[i] = localization.NodePosition{\n\t\t\tMAC: p.MAC,\n\t\t\tX: p.X,\n\t\t\tZ: p.Z,\n\t\t}\n\t}\n\treturn a.engine.GDOPMap(locPositions)\n}\n\n// mqttClientAdapter wraps *mqtt.Client to satisfy the api.MQTTClient interface.\n// The api.MQTTClient interface uses interface{} for config types to avoid import cycles.\ntype mqttClientAdapter struct {\n\tclient *mqtt.Client\n}\n\nfunc (a *mqttClientAdapter) IsConnected() bool { return a.client.IsConnected() }\nfunc (a *mqttClientAdapter) GetMothershipID() string { return a.client.GetMothershipID() }\nfunc (a *mqttClientAdapter) GetConfig() interface{} { return a.client.GetConfig() }\nfunc (a *mqttClientAdapter) Reconnect(ctx context.Context) error { return a.client.Reconnect(ctx) }\nfunc (a *mqttClientAdapter) PublishDiscoveryNow() error { return a.client.PublishDiscoveryNow() }\nfunc (a *mqttClientAdapter) PublishPersonPresenceDiscovery(personID, personName string) error {\n\treturn a.client.PublishPersonPresenceDiscovery(personID, personName)\n}\nfunc (a *mqttClientAdapter) PublishZoneOccupancyDiscovery(zoneID, zoneName string) error {\n\treturn a.client.PublishZoneOccupancyDiscovery(zoneID, zoneName)\n}\nfunc (a *mqttClientAdapter) PublishZoneBinaryDiscovery(zoneID, zoneName string) error {\n\treturn a.client.PublishZoneBinaryDiscovery(zoneID, zoneName)\n}\nfunc (a *mqttClientAdapter) PublishFallDetectionDiscovery() error {\n\treturn a.client.PublishFallDetectionDiscovery()\n}\nfunc (a *mqttClientAdapter) PublishSystemHealthDiscovery() error {\n\treturn a.client.PublishSystemHealthDiscovery()\n}\nfunc (a *mqttClientAdapter) PublishSystemModeDiscovery() error {\n\treturn a.client.PublishSystemModeDiscovery()\n}\nfunc (a *mqttClientAdapter) RemovePersonDiscovery(personID string) error {\n\treturn a.client.RemovePersonDiscovery(personID)\n}\nfunc (a *mqttClientAdapter) RemoveZoneDiscovery(zoneID string) error {\n\treturn a.client.RemoveZoneDiscovery(zoneID)\n}\nfunc (a *mqttClientAdapter) UpdateConfig(ctx context.Context, cfg interface{}) error {\n\t// Convert map[string]interface{} to mqtt.Config fields\n\tm, ok := cfg.(map[string]interface{})\n\tif !ok {\n\t\treturn nil\n\t}\n\tcurrent := a.client.GetConfig()\n\tif v, ok := m[\"broker\"].(string); ok {\n\t\tcurrent.Broker = v\n\t}\n\tif v, ok := m[\"username\"].(string); ok {\n\t\tcurrent.Username = v\n\t}\n\tif v, ok := m[\"password\"].(string); ok {\n\t\tcurrent.Password = v\n\t}\n\tif v, ok := m[\"tls\"].(bool); ok {\n\t\tcurrent.TLS = v\n\t}\n\tif v, ok := m[\"discovery_prefix\"].(string); ok {\n\t\tcurrent.DiscoveryPrefix = v\n\t}\n\tif v, ok := m[\"mothership_id\"].(string); ok {\n\t\tcurrent.MothershipID = v\n\t}\n\treturn a.client.UpdateConfig(ctx, current)\n}\n\n// webhookPublisherAdapter wraps *webhook.Publisher to satisfy the api.WebhookPublisher interface.\ntype webhookPublisherAdapter struct {\n\tpublisher *webhook.Publisher\n}\n\nfunc (a *webhookPublisherAdapter) GetConfig() interface{} { return a.publisher.GetConfig() }\nfunc (a *webhookPublisherAdapter) TestWebhook() error { return a.publisher.TestWebhook() }\nfunc (a *webhookPublisherAdapter) UpdateConfig(cfg interface{}) {\n\tm, ok := cfg.(map[string]interface{})\n\tif !ok {\n\t\treturn\n\t}\n\tcurrent := a.publisher.GetConfig()\n\tif v, ok := m[\"url\"].(string); ok {\n\t\tcurrent.URL = v\n\t}\n\tif v, ok := m[\"enabled\"].(bool); ok {\n\t\tcurrent.Enabled = v\n\t}\n\ta.publisher.UpdateConfig(current)\n}\n\nfunc main() {\n\t// Load and validate configuration at startup\n\tcfg, err := appconfig.Load()\n\tif err != nil {\n\t\t// Log each validation error and exit with code 1\n\t\tlog.Printf(\"[FATAL] Configuration validation failed:\")\n\t\tfor _, line := range splitLines(err.Error()) {\n\t\t\tlog.Printf(\"[FATAL] %s\", line)\n\t\t}\n\t\tos.Exit(1)\n\t}\n\n\tlog.Printf(\"[INFO] Spaxel mothership v%s starting\", version)\n\tlog.Printf(\"[DEBUG] Config: bind=%s data=%s static=%s mdns=%s\", cfg.BindAddr, cfg.DataDir, cfg.StaticDir, cfg.MDNSName)\n\n\t// Wrap all startup in a 30-second timeout context\n\tstartupCtx, startupCancel := context.WithTimeout(context.Background(), startup.TotalTimeout)\n\tdefer startupCancel()\n\n\tctx, cancel := context.WithCancel(startupCtx)\n\tdefer cancel()\n\n\tstartupTotalStart := time.Now()\n\n\tvar explainabilityHandler *explainability.Handler\n\n\tsigChan := make(chan os.Signal, 1)\n\tsignal.Notify(sigChan, syscall.SIGTERM, syscall.SIGINT)\n\n\tr := chi.NewRouter()\n\tr.Use(middleware.Logger)\n\tr.Use(middleware.Recoverer)\n\n\t// Phases 1–4: Database initialization (data dir, SQLite, migrations, secrets)\n\t// Each phase is logged with timing by db.OpenDB via the startup package.\n\t// The startup context is passed so all phases share the same 30s deadline.\n\tmainDB, err := db.OpenDB(startupCtx, cfg.DataDir, \"spaxel.db\")\n\tif err != nil {\n\t\tlog.Fatalf(\"[FATAL] Failed to open main database: %v\", err)\n\t}\n\tdefer closeQuietly(mainDB)\n\tstartup.CheckTimeout(startupCtx)\n\tlog.Printf(\"[INFO] Main database at %s\", filepath.Join(cfg.DataDir, \"spaxel.db\"))\n\n\t// Events timeline handler (created early so fusion loop can log detection events)\n\teventsHandler := api.NewEventsHandlerFromDB(mainDB)\n\tlog.Printf(\"[INFO] Events handler initialized (shared DB)\")\n\n\t// Timeline storage subscriber: reads from EventBus and writes to SQLite asynchronously\n\t// using a 1000-event buffered queue with drop-oldest behavior on overflow.\n\t_ = timeline.New(mainDB)\n\tlog.Printf(\"[INFO] Timeline storage subscriber started\")\n\n\t// Auth is handled at the Traefik layer (Google OAuth) — no in-app PIN auth.\n\n\t// Create load shedder — single source of truth for load shedding state\n\tshedder := loadshed.New()\n\n\t// Create ingestion server\n\tingestSrv := ingestion.NewServer()\n\tr.HandleFunc(\"/ws/node\", ingestSrv.HandleNodeWS)\n\tingestSrv.SetShedder(shedder)\n\n\t// Signal processing pipeline\n\tpm := sigproc.NewProcessorManager(sigproc.ProcessorManagerConfig{\n\t\tNSub: 64,\n\t\tFusionRate: 10.0,\n\t\tTau: 30.0,\n\t})\n\tingestSrv.SetProcessorManager(pm)\n\n\t// Wire up health checker with all dependencies (after pm is created)\n\thealthChecker := health.New(health.Config{\n\t\tDB: mainDB,\n\t\tGetNodeCount: func() int { return len(ingestSrv.GetConnectedNodes()) },\n\t\tShedder: shedder,\n\t})\n\tr.Get(\"/healthz\", healthChecker.Handler(version))\n\n\t// Phase 6: Auth REST API (PIN-based dashboard authentication)\n\tauthHandler, err := auth.NewHandler(auth.Config{DB: mainDB})\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to create auth handler: %v\", err)\n\t} else {\n\t\tauthHandler.RegisterRoutes(r)\n\t\tlog.Printf(\"[INFO] Auth API registered at /api/auth/*\")\n\t}\n\n\t// Phase 6: Settings REST API\n\tsettingsHandler := api.NewSettingsHandler(mainDB)\n\tsettingsHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Settings API registered at /api/settings\")\n\n\t\t// Note: Doctor API is registered after mdnsServer initialization\n\n\t// Phase 6: Integration Settings REST API (MQTT + system webhook)\n\t// Note: mqttClient and webhookPublisher are wired below after they are initialized.\n\tintegrationSettingsHandler := api.NewIntegrationSettingsHandler(mainDB, \"\")\n\tintegrationSettingsHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Integration settings API registered at /api/settings/integration\")\n\n\t// Phase 6: Notification Settings REST API\n\tnotificationSettingsHandler := api.NewNotificationSettingsHandler(mainDB)\n\tnotificationSettingsHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Notification settings API registered at /api/settings/notifications\")\n\n\t// Phase 6: Notifications REST API (channels, preview, test)\n\tnotificationsHandler, err := api.NewNotificationsHandler(filepath.Join(cfg.DataDir, \"notifications.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to create notifications handler: %v\", err)\n\t} else {\n\t\tdefer notificationsHandler.Close()\n\t\tnotificationsHandler.RegisterRoutes(r)\n\t\tlog.Printf(\"[INFO] Notifications API registered at /api/notifications/*\")\n\t}\n\n\t// Phase 6: Feature discovery notifications\n\t// Notifier manages one-time feature discovery notifications with quiet hours support\n\tfeatureNotifier, err := featurehelp.NewNotifier(mainDB)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to create feature notifier: %v\", err)\n\t} else {\n\t\t// Load quiet hours from settings\n\t\tsettings := settingsHandler.Get()\n\t\tif err := featureNotifier.LoadQuietHoursFromSettings(settings); err != nil {\n\t\t\tlog.Printf(\"[DEBUG] Failed to load quiet hours for feature notifications: %v\", err)\n\t\t}\n\n\t\t// Register feature notification API routes\n\t\tfeatureNotifier.RegisterRoutes(r)\n\t\tlog.Printf(\"[INFO] Feature discovery notifications API registered at /api/help/*\")\n\t}\n\n\t// Feature monitor checks for feature availability and fires notifications\n\t// Checkers functions will be defined later after all components are initialized\n\tvar featureMonitor *featurehelp.FeatureMonitor\n\tif featureNotifier != nil {\n\t\tfeatureMonitor = featurehelp.NewFeatureMonitor(featurehelp.FeatureMonitorConfig{\n\t\t\tDB: mainDB,\n\t\t\tNotifier: featureNotifier,\n\t\t\tCheckInterval: 5 * time.Minute, // Check every 5 minutes\n\t\t})\n\n\t\t// Start the monitor (checkers will be wired below)\n\t\tfeatureMonitor.Start()\n\t\tdefer featureMonitor.Stop()\n\t\tlog.Printf(\"[INFO] Feature discovery monitor started\")\n\t}\n\n\t// Guided troubleshooting manager (for proactive contextual help)\n\t// Will be created after fleet manager is initialized\n\tvar guidedMgr *guidedtroubleshoot.Manager\n\n\t// Replay recording store - use recording.Buffer wrapped with replay adapter\n\tvar replayStore replay.FrameReader\n\tif err := os.MkdirAll(cfg.DataDir, 0755); err != nil {\n\t\tlog.Printf(\"[WARN] Failed to create data dir %s: %v\", cfg.DataDir, err)\n\t} else {\n\t\tbuf, err := recording.NewBuffer(filepath.Join(cfg.DataDir, \"csi_replay.bin\"), cfg.ReplayMaxMB, 0)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to open recording buffer: %v (CSI recording disabled)\", err)\n\t\t} else {\n\t\t\t// Wrap with replay adapter so it can be used by replay worker\n\t\t\tadapter := replay.NewBufferAdapter(buf)\n\t\t\treplayStore = adapter\n\t\t\tingestSrv.SetReplayStore(adapter)\n\t\t\tdefer closeQuietly(buf)\n\t\t\tlog.Printf(\"[INFO] CSI recording buffer at %s (%d MB max, retention=%v)\",\n\t\t\t\tfilepath.Join(cfg.DataDir, \"csi_replay.bin\"), cfg.ReplayMaxMB, buf.Retention())\n\t\t}\n\t}\n\n\t// Phase 6: CSI Replay REST API\n\tvar replayHandler *api.ReplayHandler\n\tif replayStore != nil {\n\t\treplayHandler, err = api.NewReplayHandler(replayStore)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to create replay handler: %v\", err)\n\t\t} else {\n\t\t\t// Note: SetBlobBroadcaster and Start are called later after dashboardHub is initialized.\n\t\t\tdefer replayHandler.Stop()\n\t\t\treplayHandler.RegisterRoutes(r)\n\t\t\tlog.Printf(\"[INFO] Replay REST API registered at /api/replay/*\")\n\t\t}\n\t}\n\n\t// Per-link CSI recorder\n\trecorderDir := filepath.Join(cfg.DataDir, \"csi\")\n\trecMgr, err := recorder.NewManager(recorder.DefaultConfig(recorderDir))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to create recorder: %v (per-link recording disabled)\", err)\n\t} else {\n\t\tingestSrv.SetRecorder(recMgr)\n\t\tdefer closeQuietly(recMgr)\n\t\tlog.Printf(\"[INFO] Per-link CSI recorder at %s (retention=%dh, max=%dMB/link)\",\n\t\t\trecorderDir, recorder.DefaultConfig(recorderDir).RetentionHours,\n\t\t\trecorder.DefaultConfig(recorderDir).MaxBytesPerLink/1<<20)\n\t}\n\n\t// Fleet node registry\n\tfleetReg, err := fleet.NewRegistry(filepath.Join(cfg.DataDir, \"fleet.db\"))\n\tif err != nil {\n\t\tlog.Fatalf(\"[FATAL] Failed to open fleet registry: %v\", err)\n\t}\n\tdefer closeQuietly(fleetReg)\n\tlog.Printf(\"[INFO] Fleet registry at %s\", filepath.Join(cfg.DataDir, \"fleet.db\"))\n\n\t// Phase 5: Subsystems — start all managers with 5s per-subsystem timeout\n\tstartup.CheckTimeout(startupCtx)\n\tphase5Done := startup.Phase(5, \"Subsystems\")\n\n\t// Phase 5: BLE device registry\n\tvar bleRegistry *ble.Registry\n\tif err := startup.SubsystemStart(startupCtx, \"BLE registry\", func(ctx context.Context) error {\n\t\tvar innerErr error\n\t\tbleRegistry, innerErr = ble.NewRegistry(filepath.Join(cfg.DataDir, \"ble.db\"))\n\t\treturn innerErr\n\t}); err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open BLE registry: %v\", err)\n\t} else {\n\t\tdefer closeQuietly(bleRegistry)\n\t\tlog.Printf(\"[INFO] BLE registry at %s\", filepath.Join(cfg.DataDir, \"ble.db\"))\n\t}\n\n\t// Phase 5: RSSI cache for BLE triangulation\n\trssiCache := ble.NewRSSICache(10 * time.Second)\n\n\t// Phase 5: BLE identity matcher\n\tvar identityMatcher *ble.IdentityMatcher\n\tif bleRegistry != nil {\n\t\tidentityMatcher = ble.NewIdentityMatcher(bleRegistry, rssiCache, fleetReg)\n\t}\n\n\t// Phase 5: Zones manager\n\tzonesTz := time.Local\n\tif envTz := os.Getenv(\"TZ\"); envTz != \"\" {\n\t\tif loc, err := time.LoadLocation(envTz); err == nil {\n\t\t\tzonesTz = loc\n\t\t}\n\t}\n\tvar zonesMgr *zones.Manager\n\tif err := startup.SubsystemStart(startupCtx, \"Zones manager\", func(ctx context.Context) error {\n\t\tvar innerErr error\n\t\tzonesMgr, innerErr = zones.NewManager(filepath.Join(cfg.DataDir, \"zones.db\"), zonesTz)\n\t\treturn innerErr\n\t}); err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open zones database: %v\", err)\n\t} else {\n\t\tdefer closeQuietly(zonesMgr)\n\t\tlog.Printf(\"[INFO] Zones manager at %s\", filepath.Join(cfg.DataDir, \"zones.db\"))\n\t}\n\n\t// Phase 5: Flow analytics accumulator\n\tflowAccumulator, err := analytics.NewFlowAccumulatorFromPath(filepath.Join(cfg.DataDir, \"analytics.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open analytics database: %v\", err)\n\t} else {\n\t\tdefer closeQuietly(flowAccumulator)\n\t\tlog.Printf(\"[INFO] Flow analytics at %s\", filepath.Join(cfg.DataDir, \"analytics.db\"))\n\t}\n\n\t// Phase 5: Anomaly detector for security mode\n\tvar anomalyDetector *analytics.Detector\n\tanomalyDetector, err = analytics.NewDetector(\n\t\tfilepath.Join(cfg.DataDir, \"anomaly.db\"),\n\t\tanalytics.DefaultAnomalyScoreConfig(),\n\t)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open anomaly detector: %v\", err)\n\t} else {\n\t\tdefer closeQuietly(anomalyDetector)\n\t\tlog.Printf(\"[INFO] Anomaly detector at %s (learning period: 7 days)\", filepath.Join(cfg.DataDir, \"anomaly.db\"))\n\n\t\t// Start periodic model updates (every 6 hours)\n\t\tanomalyDetector.RunPeriodicUpdate(ctx, 6*time.Hour)\n\t\t// Note: Providers will be wired after dashboardHub and notifyService are created\n\t}\n\n\t// Phase 5: Automation engine\n\tautomationEngine, err := automation.NewEngine(filepath.Join(cfg.DataDir, \"automation.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open automation database: %v\", err)\n\t} else {\n\t\tdefer closeQuietly(automationEngine)\n\t\tlog.Printf(\"[INFO] Automation engine at %s\", filepath.Join(cfg.DataDir, \"automation.db\"))\n\t}\n\n\t// Phase 5: Fall detector\n\tfallDetector := falldetect.NewDetector()\n\tlog.Printf(\"[INFO] Fall detector initialized\")\n\n\t// Declare dashboard hub and notify service early so closures can reference them.\n\t// They are assigned later in this function.\n\tvar dashboardHub *dashboard.Hub\n\tvar notifyService *notify.Service\n\n\t// Phase 6: Sleep quality monitor\n\tsleepMonitor := sleep.NewMonitor(sleep.MonitorConfig{\n\t\tSampleInterval: 30 * time.Second,\n\t\tReportHour: 7, // Generate reports at 7 AM\n\t\tSleepStartHour: 22, // 10 PM\n\t\tSleepEndHour: 7, // 7 AM\n\t})\n\tsleepMonitor.SetProcessorManager(pm)\n\tsleepMonitor.SetZoneManager(zonesMgr)\n\n\t// Sleep handler (created early so callback can reference it)\n\tsleepHandler := sleep.NewHandler(sleepMonitor)\n\tsleepHandler.SetDB(filepath.Join(cfg.DataDir, \"spaxel.db\"))\n\n\t// Morning briefing handler\n\tbriefingHandler, err := api.NewBriefingHandler(cfg.DataDir)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to create briefing handler: %v\", err)\n\t\tbriefingHandler = nil\n\t} else {\n\t\tdefer closeQuietly(briefingHandler)\n\t\tlog.Printf(\"[INFO] Morning briefing handler initialized\")\n\t}\n\n\tsleepMonitor.SetReportCallback(func(linkID string, report *sleep.SleepReport) {\n\t\t// Broadcast sleep report to dashboard\n\t\tmsg := map[string]interface{}{\n\t\t\t\"type\": \"sleep_report\",\n\t\t\t\"link_id\": linkID,\n\t\t\t\"session_date\": report.SessionDate.Format(\"2006-01-02\"),\n\t\t\t\"overall_score\": report.Metrics.OverallScore,\n\t\t\t\"quality_rating\": report.Metrics.QualityRating,\n\t\t\t\"generated_at\": report.GeneratedAt.Unix(),\n\t\t}\n\t\tdata, _ := json.Marshal(msg)\n\t\tif dashboardHub != nil {\n\t\t\tdashboardHub.Broadcast(data)\n\t\t}\n\n\t\t// Persist sleep record to main DB (for GET /api/sleep endpoint)\n\t\tperson := sleepMonitor.GetAnalyzer().GetSession(linkID)\n\t\tpersonName := linkID\n\t\tif person != nil {\n\t\t\tpersonName = person.GetPersonID()\n\t\t}\n\t\tif personName == \"\" {\n\t\t\tpersonName = linkID\n\t\t}\n\t\tif err := sleepHandler.SaveRecord(personName, report); err != nil { log.Printf(\"[WARN] Failed to save sleep record: %v\", err) }\n\n\t\t// Send notification for morning report\n\t\tbody := fmt.Sprintf(\"Sleep quality: %s (%.0f/100)\", report.Metrics.QualityRating, report.Metrics.OverallScore)\n\t\tif report.Metrics.BreathingAnomaly {\n\t\t\tbody = fmt.Sprintf(\"Breathing rate elevated (%.0f bpm vs. %.0f bpm average). %s\",\n\t\t\t\treport.Metrics.AvgBreathingRate, report.Metrics.PersonalAvgBPM, body)\n\t\t}\n\t\tif notifyService != nil {\n\t\t\tnotif := notify.Notification{\n\t\t\t\tTitle: \"Sleep Report\",\n\t\t\t\tBody: body,\n\t\t\t\tPriority: 2,\n\t\t\t\tTags: []string{\"sleep\", \"morning\"},\n\t\t\t\tData: report.ToJSONMap(),\n\t\t\t}\n\t\t\tnotifyService.Send(notif) //nolint:errcheck\n\t\t}\n\n\t\tlog.Printf(\"[INFO] Sleep report for %s: score=%.1f rating=%s breathing_avg=%.1f anomaly=%v\",\n\t\t\tlinkID, report.Metrics.OverallScore, report.Metrics.QualityRating,\n\t\t\treport.Metrics.AvgBreathingRate, report.Metrics.BreathingAnomaly)\n\t})\n\tsleepMonitor.Start()\n\tdefer sleepMonitor.Stop()\n\tlog.Printf(\"[INFO] Sleep quality monitor started (window: 22:00-07:00, report at 07:00)\")\n\n\t// Phase 6: Morning summary broadcast checker\n\t// Periodically checks if morning summary should be pushed to dashboard\n\tgo func() {\n\t\tticker := time.NewTicker(60 * time.Second) // Check every minute\n\t\tdefer ticker.Stop()\n\t\tfor {\n\t\t\tselect {\n\t\t\tcase <-ticker.C:\n\t\t\t\tif ok, summary := sleepMonitor.ShouldPushMorningSummary(); ok {\n\t\t\t\t\tif dashboardHub != nil {\n\t\t\t\t\t\tdashboardHub.BroadcastMorningSummary(summary)\n\t\t\t\t\t\tlog.Printf(\"[INFO] Morning summary broadcast: link=%s date=%s score=%.0f\",\n\t\t\t\t\t\t\tsummary[\"link_id\"], summary[\"session_date\"], summary[\"overall_score\"])\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t}()\n\n\t// Phase 6: Prediction module for presence prediction\n\tvar predictionStore *prediction.ModelStore\n\tvar predictionHistory *prediction.HistoryUpdater\n\tvar predictionPredictor *prediction.Predictor\n\tvar predictionAccuracy *prediction.AccuracyTracker\n\tvar predictionHorizon *prediction.HorizonPredictor\n\tpredictionStore, err = prediction.NewModelStore(filepath.Join(cfg.DataDir, \"prediction.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open prediction store: %v\", err)\n\t} else {\n\t\tdefer closeQuietly(predictionStore)\n\t\tlog.Printf(\"[INFO] Prediction store at %s\", filepath.Join(cfg.DataDir, \"prediction.db\"))\n\n\t\t// Create history updater\n\t\tpredictionHistory = prediction.NewHistoryUpdater(predictionStore)\n\n\t\t// Load stored person zone positions\n\t\tif err := predictionHistory.LoadStoredPositions(); err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to load stored prediction positions: %v\", err)\n\t\t}\n\n\t\t// Create accuracy tracker\n\t\tpredictionAccuracy, err = prediction.NewAccuracyTracker(filepath.Join(cfg.DataDir, \"prediction_accuracy.db\"))\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to open accuracy tracker: %v\", err)\n\t\t} else {\n\t\t\tdefer closeQuietly(predictionAccuracy)\n\t\t\tlog.Printf(\"[INFO] Prediction accuracy tracker at %s\", filepath.Join(cfg.DataDir, \"prediction_accuracy.db\"))\n\t\t}\n\n\t\t// Create predictor\n\t\tpredictionPredictor = prediction.NewPredictor(predictionStore)\n\n\t\t// Create horizon predictor with Monte Carlo simulation\n\t\tif predictionAccuracy != nil {\n\t\t\tpredictionHorizon = prediction.NewHorizonPredictor(predictionStore, predictionAccuracy)\n\t\t\tpredictionHorizon.SetHorizon(prediction.PredictionHorizon)\n\t\t\tlog.Printf(\"[INFO] Horizon predictor initialized (%dm horizon, 1000 Monte Carlo runs)\",\n\t\t\t\tint(prediction.PredictionHorizon.Minutes()))\n\t\t}\n\n\t\tlog.Printf(\"[INFO] Presence prediction initialized\")\n\t}\n\n\t// Phase 6: Notification service\n\tnotifyService, err = notify.NewService(filepath.Join(cfg.DataDir, \"notify.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open notification database: %v\", err)\n\t} else {\n\t\tdefer closeQuietly(notifyService)\n\t\tlog.Printf(\"[INFO] Notification service at %s\", filepath.Join(cfg.DataDir, \"notify.db\"))\n\n\t\t// Set room config provider for floor plan thumbnails\n\t\tnotifyService.SetRoomConfig(&fleetRoomConfigAdapter{reg: fleetReg})\n\n\t\t// Wire notification settings handler with notify service for test notifications\n\t\tnotificationSettingsHandler.SetNotifyService(¬ifySenderAdapter{service: notifyService})\n\t}\n\n\t// Phase 8: Morning briefing scheduler\n\tvar briefingScheduler *briefing.Scheduler\n\tif briefingHandler != nil {\n\t\t// Create notify adapter\n\t\tvar notifyAdapter briefing.NotifyService\n\t\tif notifyService != nil {\n\t\t\tnotifyAdapter = briefing.NewNotifyAdapter(notifyService)\n\t\t}\n\n\t\t// Load briefing settings from database or use defaults\n\t\tschedulerConfig := briefing.SchedulerConfig{\n\t\t\tEnabled: true,\n\t\t\tTime: \"07:00\",\n\t\t\tPushNotification: false,\n\t\t\tAutoGenerate: true,\n\t\t\tTimezone: cfg.Timezone,\n\t\t}\n\n\t\t// Try to load settings from database\n\t\tif mainDB != nil {\n\t\t\tvar settingsJSON sql.NullString\n\t\t\terr := mainDB.QueryRow(\"SELECT value_json FROM settings WHERE key = 'briefing_config'\").Scan(&settingsJSON)\n\t\t\tif err == nil && settingsJSON.Valid {\n\t\t\t\tvar savedConfig map[string]interface{}\n\t\t\t\tif err := json.Unmarshal([]byte(settingsJSON.String), &savedConfig); err == nil {\n\t\t\t\t\tif enabled, ok := savedConfig[\"enabled\"].(bool); ok {\n\t\t\t\t\t\tschedulerConfig.Enabled = enabled\n\t\t\t\t\t}\n\t\t\t\t\tif timeStr, ok := savedConfig[\"time\"].(string); ok {\n\t\t\t\t\t\tschedulerConfig.Time = timeStr\n\t\t\t\t\t}\n\t\t\t\t\tif push, ok := savedConfig[\"push_notification\"].(bool); ok {\n\t\t\t\t\t\tschedulerConfig.PushNotification = push\n\t\t\t\t\t}\n\t\t\t\t\tif auto, ok := savedConfig[\"auto_generate\"].(bool); ok {\n\t\t\t\t\t\tschedulerConfig.AutoGenerate = auto\n\t\t\t\t\t}\n\t\t\t\t\tlog.Printf(\"[INFO] Loaded briefing settings from database\")\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tbriefingScheduler = briefing.NewScheduler(briefingHandler.GetGenerator(), notifyAdapter, schedulerConfig)\n\t\tbriefingScheduler.Start(ctx)\n\t\tdefer briefingScheduler.Stop()\n\t\tlog.Printf(\"[INFO] Morning briefing scheduler started (time: %s, push: %v)\",\n\t\t\tschedulerConfig.Time, schedulerConfig.PushNotification)\n\t}\n\n\t// Phase 6: Self-improving localization system\n\tvar selfImprovingLocalizer *localization.SelfImprovingLocalizer\n\tvar weightStore *localization.WeightStore\n\n\t// Get room configuration from fleet registry\n\troomWidth := 10.0\n\troomDepth := 10.0\n\toriginX := 0.0\n\toriginZ := 0.0\n\tif fleetReg != nil {\n\t\troom, roomErr := fleetReg.GetRoom()\n\t\tif roomErr == nil && room != nil {\n\t\t\troomWidth = room.Width\n\t\t\troomDepth = room.Depth\n\t\t\toriginX = room.OriginX\n\t\t\toriginZ = room.OriginZ\n\t\t}\n\t}\n\n\tsilConfig := localization.DefaultSelfImprovingLocalizerConfig()\n\tsilConfig.RoomWidth = roomWidth\n\tsilConfig.RoomDepth = roomDepth\n\tsilConfig.OriginX = originX\n\tsilConfig.OriginZ = originZ\n\tsilConfig.AdjustmentInterval = 10 * time.Second\n\n\tselfImprovingLocalizer = localization.NewSelfImprovingLocalizer(silConfig)\n\n\t// Load persisted weights\n\tweightStore, err = localization.NewWeightStore(filepath.Join(cfg.DataDir, \"weights.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open weight store: %v (learning persistence disabled)\", err)\n\t} else {\n\t\tdefer closeQuietly(weightStore)\n\t\tsavedWeights, loadErr := weightStore.LoadWeights()\n\t\tif loadErr != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to load saved weights: %v\", loadErr)\n\t\t} else if savedWeights != nil {\n\t\t\tselfImprovingLocalizer.GetEngine().SetLearnedWeights(savedWeights)\n\t\t\tstats := savedWeights.GetAllStats()\n\t\t\tlog.Printf(\"[INFO] Loaded %d saved link weights from weight store\", len(stats))\n\t\t}\n\t}\n\n\t// Set node positions from fleet registry\n\tif fleetReg != nil {\n\t\tnodes, _ := fleetReg.GetAllNodes()\n\t\tfor _, node := range nodes {\n\t\t\tselfImprovingLocalizer.SetNodePosition(node.MAC, node.PosX, node.PosY, node.PosZ)\n\t\t}\n\t}\n\n\t// Start the self-improving localization system\n\tselfImprovingLocalizer.Start()\n\tlog.Printf(\"[INFO] Self-improving localization started (room: %.1fx%.1fm, interval: %v)\",\n\t\troomWidth, roomDepth, silConfig.AdjustmentInterval)\n\n\t// Phase 6: Ground truth store for self-improving localization weights\n\tvar groundTruthStore *localization.GroundTruthStore\n\tvar spatialWeightLearner *localization.SpatialWeightLearner\n\tvar groundTruthCollector *localization.GroundTruthCollector\n\n\tgroundTruthStore, err = localization.NewGroundTruthStore(\n\t\tfilepath.Join(cfg.DataDir, \"groundtruth.db\"),\n\t\tlocalization.DefaultGroundTruthStoreConfig(),\n\t)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open ground truth store: %v\", err)\n\t} else {\n\t\tdefer func() { _ = groundTruthStore.Close() }()\n\t\tlog.Printf(\"[INFO] Ground truth store at %s\", filepath.Join(cfg.DataDir, \"groundtruth.db\"))\n\n\t\t// Create spatial weight learner\n\t\tspatialWeightLearner, err = localization.NewSpatialWeightLearner(\n\t\t\tfilepath.Join(cfg.DataDir, \"spatial_weights.db\"),\n\t\t\tlocalization.DefaultSpatialWeightLearnerConfig(),\n\t\t)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to create spatial weight learner: %v\", err)\n\t\t} else {\n\t\t\tdefer func() { _ = spatialWeightLearner.Close() }()\n\t\t\tlog.Printf(\"[INFO] Spatial weight learner initialized (min samples: %d, improvement threshold: %.0f%%)\",\n\t\t\t\tlocalization.DefaultSpatialWeightLearnerConfig().MinZoneSamples,\n\t\t\t\tlocalization.DefaultSpatialWeightLearnerConfig().ImprovementThreshold*100)\n\n\t\t\t// Start periodic weight persistence\n\t\t\tspatialWeightLearner.StartPeriodicSave(ctx, 30*time.Second)\n\t\t}\n\n\t\t// Create ground truth collector\n\t\tgroundTruthCollector = localization.NewGroundTruthCollector(groundTruthStore, spatialWeightLearner)\n\t\tlog.Printf(\"[INFO] Ground truth collector initialized (min BLE confidence: %.1f, max distance: %.1fm)\",\n\t\t\tlocalization.MinBLEConfidence, localization.MaxBLEBlobDistance)\n\n\t\t// Connect spatial weight learner to fusion engine for per-zone weight application\n\t\tif selfImprovingLocalizer != nil {\n\t\t\tselfImprovingLocalizer.GetEngine().SetSpatialWeightLearner(spatialWeightLearner)\n\t\t\tlog.Printf(\"[INFO] Spatial weight learner connected to fusion engine\")\n\t\t}\n\t}\n\n\t// Phase 6: Learning feedback store for detection accuracy\n\tvar feedbackStore *learning.FeedbackStore\n\tvar feedbackProcessor *learning.Processor\n\tvar accuracyComputer *learning.AccuracyComputer\n\tfeedbackStore, err = learning.NewFeedbackStore(filepath.Join(cfg.DataDir, \"learning.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open learning database: %v\", err)\n\t} else {\n\t\tdefer func() { _ = feedbackStore.Close() }()\n\t\tlog.Printf(\"[INFO] Learning feedback store at %s\", filepath.Join(cfg.DataDir, \"learning.db\"))\n\n\t\t// Create feedback processor\n\t\tfeedbackProcessor = learning.NewProcessor(feedbackStore, learning.DefaultProcessorConfig())\n\n\t\t// Create accuracy computer\n\t\taccuracyComputer = learning.NewAccuracyComputer(feedbackStore, learning.DefaultAccuracyComputerConfig())\n\n\t\t// Start background processing\n\t\tgo feedbackProcessor.Run(ctx)\n\t\tgo accuracyComputer.Run(ctx)\n\t\tlog.Printf(\"[INFO] Learning feedback processor started (interval: %v)\", learning.DefaultProcessorConfig().ProcessInterval)\n\t}\n\n\t// Phase 6: MQTT client (optional)\n\tvar mqttClient *mqtt.Client\n\tif cfg.MQTTBroker != \"\" {\n\t\tmqttClient, err = mqtt.NewClient(mqtt.Config{\n\t\t\tBroker: cfg.MQTTBroker,\n\t\t\tClientID: \"\", // Auto-generated by mqtt package\n\t\t\tUsername: cfg.MQTTUsername,\n\t\t\tPassword: cfg.MQTTPassword,\n\t\t\tDiscoveryEnabled: true,\n\t\t\tDiscoveryPrefix: \"homeassistant\",\n\t\t\tAutoReconnect: true,\n\t\t})\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to create MQTT client: %v\", err)\n\t\t} else {\n\t\t\tif err := mqttClient.Connect(ctx); err != nil {\n\t\t\t\tlog.Printf(\"[WARN] MQTT connection failed: %v\", err)\n\t\t\t} else {\n\t\t\t\tdefer mqttClient.Disconnect()\n\t\t\t\tlog.Printf(\"[INFO] MQTT client connected to %s\", cfg.MQTTBroker)\n\n\t\t\t\t// Wire MQTT to automation engine\n\t\t\t\tautomationEngine.SetMQTTClient(mqttClient)\n\n\t\t\t\t// Start MQTT event publisher for HA integration\n\t\t\t\tmqttEventPublisher := mqtt.NewEventPublisher(mqttClient)\n\t\t\t\tmqttEventPublisher.Start()\n\t\t\t\tdefer mqttEventPublisher.Stop()\n\n\t\t\t\t// Subscribe to system mode commands from MQTT\n\t\t\t\tif err := mqttClient.SubscribeToSystemMode(func(mode string) {\n\t\t\t\t\t// Handle system mode change from MQTT (e.g., from HA)\n\t\t\t\t\tlog.Printf(\"[INFO] System mode change via MQTT: %s\", mode)\n\t\t\t\t\t// Publish event to internal event bus\n\t\t\t\t\teventbus.PublishDefault(eventbus.Event{\n\t\t\t\t\t\tType: eventbus.TypeSystem,\n\t\t\t\t\t\tTimestampMs: time.Now().UnixMilli(),\n\t\t\t\t\t\tSeverity: eventbus.SeverityInfo,\n\t\t\t\t\t\tDetail: map[string]interface{}{\n\t\t\t\t\t\t\t\"system_mode\": mode,\n\t\t\t\t\t\t\t\"source\": \"mqtt\",\n\t\t\t\t\t\t},\n\t\t\t\t\t})\n\t\t\t\t}); err != nil {\n\t\t\t\t\tlog.Printf(\"[WARN] Failed to subscribe to system mode commands: %v\", err)\n\t\t\t\t}\n\n\t\t\t\t// Subscribe to security mode commands from MQTT (arm/disarm)\n\t\t\t\tif err := mqttClient.SubscribeToSecurityMode(func(action string) {\n\t\t\t\t\t// Handle security mode command from MQTT\n\t\t\t\t\tlog.Printf(\"[INFO] Security mode command via MQTT: %s\", action)\n\t\t\t\t\tif anomalyDetector != nil {\n\t\t\t\t\t\tif action == \"arm\" {\n\t\t\t\t\t\t\tanomalyDetector.SetSecurityMode(analytics.SecurityModeArmed, \"mqtt\")\n\t\t\t\t\t\t} else if action == \"disarm\" {\n\t\t\t\t\t\t\tanomalyDetector.SetSecurityMode(analytics.SecurityModeDisarmed, \"mqtt\")\n\t\t\t\t\t\t}\n\t\t\t\t\t} else {\n\t\t\t\t\t\tlog.Printf(\"[WARN] Anomaly detector not available for security mode command\")\n\t\t\t\t\t}\n\t\t\t\t}); err != nil {\n\t\t\t\t\tlog.Printf(\"[WARN] Failed to subscribe to security mode commands: %v\", err)\n\t\t\t\t}\n\n\t\t\t\t// Subscribe to re-baseline commands from MQTT\n\t\t\t\tif err := mqttClient.SubscribeToRebaseline(func(zone string) {\n\t\t\t\t\t// Handle re-baseline command from MQTT\n\t\t\t\t\tlog.Printf(\"[INFO] Re-baseline command via MQTT: zone=%s\", zone)\n\t\t\t\t\t// Publish event to signal baseline capture request\n\t\t\t\t\teventbus.PublishDefault(eventbus.Event{\n\t\t\t\t\t\tType: eventbus.TypeSystem,\n\t\t\t\t\t\tTimestampMs: time.Now().UnixMilli(),\n\t\t\t\t\t\tSeverity: eventbus.SeverityInfo,\n\t\t\t\t\t\tDetail: map[string]interface{}{\n\t\t\t\t\t\t\t\"action\": \"rebaseline\",\n\t\t\t\t\t\t\t\"zone\": zone,\n\t\t\t\t\t\t\t\"source\": \"mqtt\",\n\t\t\t\t\t\t},\n\t\t\t\t\t})\n\t\t\t\t}); err != nil {\n\t\t\t\t\tlog.Printf(\"[WARN] Failed to subscribe to re-baseline commands: %v\", err)\n\t\t\t\t}\n\n\t\t\t\tlog.Printf(\"[INFO] MQTT event publisher started\")\n\t\t\t}\n\t\t}\n\t}\n\n\t// Phase 6b: System webhook publisher (optional)\n\tvar webhookPublisher *webhook.Publisher\n\t// Load webhook configuration from settings table\n\tvar webhookURL string\n\tvar webhookEnabled bool\n\terr = mainDB.QueryRow(`SELECT value_json FROM settings WHERE key = 'system_webhook'`).Scan(&webhookURL)\n\tif err == nil {\n\t\t// Parse webhook config from JSON\n\t\tvar webhookCfg map[string]interface{}\n\t\t_ = json.Unmarshal([]byte(webhookURL), &webhookCfg)\n\t\tif url, ok := webhookCfg[\"url\"].(string); ok {\n\t\t\twebhookURL = url\n\t\t}\n\t\tif enabled, ok := webhookCfg[\"enabled\"].(bool); ok {\n\t\t\twebhookEnabled = enabled\n\t\t}\n\t}\n\tif webhookURL != \"\" {\n\t\twebhookPublisher = webhook.NewPublisher(webhook.Config{\n\t\t\tURL: webhookURL,\n\t\t\tEnabled: webhookEnabled,\n\t\t})\n\t\twebhookPublisher.Start()\n\t\tlog.Printf(\"[INFO] System webhook publisher started (url=%s, enabled=%v)\", webhookURL, webhookEnabled)\n\t\tdefer webhookPublisher.Stop()\n\t}\n\n\t// Wire MQTT and webhook clients to integration settings handler (now that they're initialized)\n\tif mqttClient != nil {\n\t\tintegrationSettingsHandler.SetMQTTClient(&mqttClientAdapter{client: mqttClient})\n\t}\n\tif webhookPublisher != nil {\n\t\tintegrationSettingsHandler.SetWebhookPublisher(&webhookPublisherAdapter{publisher: webhookPublisher})\n\t}\n\n\t// Wire up briefing providers after all components are initialized\n\tif briefingHandler != nil {\n\t\tvar zoneProvider briefing.ZoneProvider\n\t\tif zonesMgr != nil {\n\t\t\tzoneProvider = &briefingZoneAdapter{mgr: zonesMgr}\n\t\t}\n\n\t\tvar personProvider briefing.PersonProvider\n\t\tif bleRegistry != nil {\n\t\t\tpersonProvider = &briefingPersonAdapter{registry: bleRegistry}\n\t\t}\n\n\t\tvar predictionProvider briefing.PredictionProvider\n\t\tif predictionPredictor != nil && predictionStore != nil {\n\t\t\tpredictionProvider = &briefingPredictionAdapter{\n\t\t\t\tpredictor: predictionPredictor,\n\t\t\t\tstore: predictionStore,\n\t\t\t}\n\t\t}\n\n\t\tvar healthProvider briefing.HealthProvider\n\t\thealthProvider = &briefingHealthAdapter{\n\t\t\thealthChecker: healthChecker,\n\t\t\tfleetReg: fleetReg,\n\t\t\tfeedbackStore: feedbackStore,\n\t\t}\n\n\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n\t}\n\n\t// Phase 5: Self-healing fleet manager with GDOP optimization\n\tfleetHealer := fleet.NewFleetHealer(fleetReg, fleet.FleetHealerConfig{\n\t\tHealInterval: 60 * time.Second,\n\t\tMinOnlineNodes: 2,\n\t\tMaxHistorySize: 100,\n\t})\n\n\t// Phase 5: Link weather diagnostics\n\tweatherDiagnostics := fleet.NewLinkWeatherDiagnostics()\n\n\t// Phase 6: Role optimiser with GDOP-based coverage optimization\n\troleOptimiser := fleet.NewRoleOptimiser(fleet.DefaultOptimisationConfig())\n\n\t// Phase 6: Self-healing manager with 5-minute reconnect grace period\n\tselfHealManager := fleet.NewSelfHealManager(fleetReg, roleOptimiser, fleet.DefaultSelfHealConfig())\n\n\t// Legacy fleet manager (kept for basic operations)\n\tfleetMgr := fleet.NewManager(fleetReg)\n\n\t// Phase 5: Multi-notifier broadcasts node events to legacy manager, healer, and self-heal manager\n\tmultiNotify := newMultiNotifier(fleetMgr, fleetHealer, selfHealManager)\n\tingestSrv.SetFleetNotifier(multiNotify)\n\n\t// Guided troubleshooting manager (for proactive contextual help)\n\t// Created after multiNotify since we need to create the FleetNotifier\n\tguidedMgr = guidedtroubleshoot.NewManager(guidedtroubleshoot.ManagerConfig{\n\t\tCheckInterval: 5 * time.Minute,\n\t\tGetAllZones: func() ([]guidedtroubleshoot.ZoneInfo, error) {\n\t\t\tif zonesMgr == nil {\n\t\t\t\treturn nil, nil\n\t\t\t}\n\t\t\tallZones := zonesMgr.GetAllZones()\n\t\t\tvar result []guidedtroubleshoot.ZoneInfo\n\t\t\tfor i, z := range allZones {\n\t\t\t\tresult = append(result, guidedtroubleshoot.ZoneInfo{\n\t\t\t\t\tID: i + 1,\n\t\t\t\t\tName: z.Name,\n\t\t\t\t\tQuality: computeZoneQuality(*z, pm, healthChecker),\n\t\t\t\t\tLastUpdated: time.Now(),\n\t\t\t\t})\n\t\t\t}\n\t\t\treturn result, nil\n\t\t},\n\t\tGetNodeLastSeen: func(mac string) time.Time {\n\t\t\tif fleetReg == nil {\n\t\t\t\treturn time.Time{}\n\t\t\t}\n\t\t\tnode, err := fleetReg.GetNode(mac)\n\t\t\tif err != nil {\n\t\t\t\treturn time.Time{}\n\t\t\t}\n\t\t\treturn node.LastSeenAt\n\t\t},\n\t})\n\n\t// Create the guided troubleshooting FleetNotifier and add to multi-notifier\n\tguidedFleetNotifier := guidedtroubleshoot.NewFleetNotifier(guidedMgr, func(mac string) time.Time {\n\t\tif fleetReg == nil {\n\t\t\treturn time.Time{}\n\t\t}\n\t\tnode, err := fleetReg.GetNode(mac)\n\t\tif err != nil {\n\t\t\treturn time.Time{}\n\t\t}\n\t\treturn node.LastSeenAt\n\t})\n\tguidedMgr.SetFleetNotifier(guidedFleetNotifier)\n\n\t// Re-create multiNotify to include the guided notifier\n\tmultiNotify = newMultiNotifier(fleetMgr, fleetHealer, selfHealManager, guidedFleetNotifier)\n\tingestSrv.SetFleetNotifier(multiNotify)\n\n\t// Wire up EditTracker to settings handler for repeated-edit hints\n\tsettingsHandler.SetEditTracker(guidedMgr)\n\n\t// Set up callbacks for WebSocket events\n\tguidedMgr.SetOnQualityIssue(func(zoneID int, quality float64) {\n\t\t// Send WebSocket event to dashboard\n\t\tmsg := map[string]interface{}{\n\t\t\t\"type\": \"quality_drop\",\n\t\t\t\"zone_id\": zoneID,\n\t\t\t\"quality\": quality,\n\t\t}\n\t\tdata, _ := json.Marshal(msg)\n\t\tif dashboardHub != nil {\n\t\t\tdashboardHub.Broadcast(data)\n\t\t}\n\t})\n\tguidedMgr.SetOnNodeOffline(func(mac string, offlineDuration time.Duration) {\n\t\t// Send WebSocket event to dashboard\n\t\tmsg := map[string]interface{}{\n\t\t\t\"type\": \"node_offline\",\n\t\t\t\"mac\": mac,\n\t\t\t\"offline_duration\": offlineDuration.Seconds(),\n\t\t}\n\t\tif fleetReg != nil {\n\t\t\tif node, err := fleetReg.GetNode(mac); err == nil {\n\t\t\t\tmsg[\"name\"] = node.Name\n\t\t\t}\n\t\t}\n\t\tdata, _ := json.Marshal(msg)\n\t\tif dashboardHub != nil {\n\t\t\tdashboardHub.Broadcast(data)\n\t\t}\n\t})\n\tguidedMgr.SetOnCalibrationComplete(func(zoneID int, qualityBefore, qualityAfter float64) {\n\t\t// Send WebSocket event to dashboard\n\t\tmsg := map[string]interface{}{\n\t\t\t\"type\": \"calibration_complete\",\n\t\t\t\"zone_id\": zoneID,\n\t\t\t\"quality_before\": qualityBefore,\n\t\t\t\"quality_after\": qualityAfter,\n\t\t\t\"links\": 0, // TODO: get actual link count\n\t\t}\n\t\tdata, _ := json.Marshal(msg)\n\t\tif dashboardHub != nil {\n\t\t\tdashboardHub.Broadcast(data)\n\t\t}\n\t})\n\n\t// Start the guided manager background check loop\n\tgo guidedMgr.Run(ctx)\n\tlog.Printf(\"[INFO] Guided troubleshooting manager initialized\")\n\n\t// Adaptive rate controller\n\trateCtrl := ingestion.NewRateController(func(mac string, rateHz int, varianceThreshold float64) {\n\t\tingestSrv.SendConfigToMAC(mac, rateHz, varianceThreshold)\n\t})\n\tingestSrv.SetRateController(rateCtrl)\n\tgo rateCtrl.Run(ctx)\n\n\t// Dashboard hub and server\n\tdashboardHub = dashboard.NewHub()\n\tdashboardSrv := dashboard.NewServer(dashboardHub)\n\n\tdashboardHub.SetIngestionState(ingestSrv)\n\n\t// Wire BLE state to dashboard for ble_scan broadcasts (5s interval)\n\tif bleRegistry != nil {\n\t\tdashboardHub.SetBLEState(bleRegistry)\n\t}\n\n\t// Wire zone state to dashboard for occupancy snapshots\n\tif zonesMgr != nil {\n\t\tdashboardHub.SetZoneState(&zoneStateAdapter{mgr: zonesMgr})\n\n\t\t// Start occupancy reconciliation ticker: every 30s for the first 60s\n\t\tgo func() {\n\t\t\tticker := time.NewTicker(30 * time.Second)\n\t\t\tdefer ticker.Stop()\n\t\t\tfor {\n\t\t\t\tselect {\n\t\t\t\tcase <-ctx.Done():\n\t\t\t\t\treturn\n\t\t\t\tcase <-ticker.C:\n\t\t\t\t\tif zonesMgr.IsReconciled() {\n\t\t\t\t\t\treturn\n\t\t\t\t\t}\n\t\t\t\t\tzonesMgr.ReconcileTick()\n\t\t\t\t}\n\t\t\t}\n\t\t}()\n\n\t\t// Start hourly zone history snapshot recording\n\t\tgo func() {\n\t\t\tticker := time.NewTicker(1 * time.Hour)\n\t\t\tdefer ticker.Stop()\n\n\t\t\t// Record initial snapshot on startup\n\t\t\tzonesMgr.RecordZoneHistorySnapshot()\n\n\t\t\tfor {\n\t\t\t\tselect {\n\t\t\t\tcase <-ctx.Done():\n\t\t\t\t\treturn\n\t\t\t\tcase <-ticker.C:\n\t\t\t\t\tzonesMgr.RecordZoneHistorySnapshot()\n\t\t\t\t}\n\t\t\t}\n\t\t}()\n\t\tlog.Printf(\"[INFO] Zone history snapshot recording started (hourly)\")\n\t}\n\n\t// Wire ingestion → dashboard for CSI, motion, and event broadcasts\n\tingestSrv.SetDashboardBroadcaster(dashboardHub)\n\tingestSrv.SetMotionBroadcaster(dashboardHub)\n\tingestSrv.SetEventBroadcaster(dashboardHub)\n\n\t// Wire replay handler with dashboard hub and processor manager\n\tif replayHandler != nil {\n\t\treplayHandler.SetBlobBroadcaster(dashboardHub)\n\t\treplayHandler.SetProcessorManager(pm)\n\t\treplayHandler.Start()\n\t}\n\n\t// Wire load-shedding level changes to dashboard alerts and node rate push\n\tshedder.SetPreviousRate(20) // default rate before any Level 3 event\n\tshedder.SetRatePushCallback(func(rateHz int) {\n\t\tfor _, mac := range ingestSrv.GetConnectedNodes() {\n\t\t\tingestSrv.SendConfigToMAC(mac, rateHz, 0.02)\n\t\t}\n\t\tlog.Printf(\"[INFO] Load shed rate push — %d Hz to %d nodes\", rateHz, len(ingestSrv.GetConnectedNodes()))\n\t})\n\tshedder.OnLevelChange = func(prev, new loadshed.Level) {\n\t\tif new == loadshed.LevelHeavy {\n\t\t\tmsg := map[string]interface{}{\n\t\t\t\t\"type\": \"alert\",\n\t\t\t\t\"severity\": \"warning\",\n\t\t\t\t\"description\": \"System under load — CSI rate reduced to 10 Hz\",\n\t\t\t}\n\t\t\tdata, _ := json.Marshal(msg)\n\t\t\tdashboardHub.Broadcast(data)\n\t\t\tlog.Printf(\"[INFO] Load shed entered Level 3 — CSI rate reduced to 10 Hz\")\n\t\t}\n\t\tif prev == loadshed.LevelHeavy && new < loadshed.LevelHeavy {\n\t\t\tmsg := map[string]interface{}{\n\t\t\t\t\"type\": \"info\",\n\t\t\t\t\"description\": \"System load recovered — CSI rate restored\",\n\t\t\t}\n\t\t\tdata, _ := json.Marshal(msg)\n\t\t\tdashboardHub.Broadcast(data)\n\t\t\tlog.Printf(\"[INFO] Load shed recovered from Level 3 — adaptive rate control restored\")\n\t\t}\n\t\tdashboardHub.BroadcastLoadState(int(new), new.String())\n\t}\n\n\t// Phase 6: Wire BLE messages to registry and identity matcher\n\tingestSrv.SetBLEHandler(func(nodeMAC string, devices []ingestion.BLEDevice) {\n\t\t// Get current security mode\n\t\tisSecurityMode := false\n\t\tif automationEngine != nil {\n\t\t\tisSecurityMode = automationEngine.GetSystemMode() == automation.ModeAway\n\t\t}\n\n\t\t// Convert ingestion.BLEDevice to ble.BLEObservation and process\n\t\tobservations := make([]ble.BLEObservation, len(devices))\n\t\tfor i, dev := range devices {\n\t\t\tobservations[i] = ble.BLEObservation{\n\t\t\t\tAddr: dev.Addr,\n\t\t\t\tName: dev.Name,\n\t\t\t\tMfrID: dev.MfrID,\n\t\t\t\tMfrDataHex: dev.MfrDataHex,\n\t\t\t\tRSSIdBm: dev.RSSIdBm,\n\t\t\t}\n\t\t\t// Update RSSI cache for real-time triangulation\n\t\t\trssiCache.AddWithTime(dev.Addr, nodeMAC, dev.RSSIdBm, time.Now())\n\n\t\t\t// Feed to self-improving localizer for ground truth\n\t\t\tif selfImprovingLocalizer != nil {\n\t\t\t\tselfImprovingLocalizer.AddBLEObservation(dev.Addr, nodeMAC, float64(dev.RSSIdBm))\n\t\t\t}\n\n\t\t\t// Process BLE device for anomaly detection (security mode)\n\t\t\tif anomalyDetector != nil && isSecurityMode {\n\t\t\t\tanomalyDetector.ProcessBLEDevice(dev.Addr, dev.RSSIdBm, isSecurityMode)\n\t\t\t}\n\t\t}\n\t\t// Store in persistent registry\n\t\tif bleRegistry != nil {\n\t\t\tif err := bleRegistry.ProcessRelayMessage(nodeMAC, observations); err != nil { log.Printf(\"[WARN] Failed to process BLE relay: %v\", err) }\n\t\t}\n\t})\n\n\t// Start RSSI cache cleanup goroutine\n\tgo func() {\n\t\tticker := time.NewTicker(30 * time.Second)\n\t\tdefer ticker.Stop()\n\t\tfor {\n\t\t\tselect {\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\tcase <-ticker.C:\n\t\t\t\trssiCache.CleanOlder(5 * time.Minute)\n\t\t\t}\n\t\t}\n\t}()\n\n\t// Phase 6: Volume triggers handler (webhook firing with fault tolerance)\n\tvolumeTriggersHandler, err := api.NewVolumeTriggersHandler(filepath.Join(cfg.DataDir, \"spaxel.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to create volume triggers handler: %v\", err)\n\t} else {\n\t\tdefer func() { _ = volumeTriggersHandler.Close() }()\n\t\tvolumeTriggersHandler.SetWSBroadcaster(dashboardHub)\n\t\tlog.Printf(\"[INFO] Volume triggers handler initialized\")\n\t}\n\n\t// Phase 6: Wire anomaly detector providers (after dashboardHub and notifyService are ready)\n\tif anomalyDetector != nil {\n\t\t// Wire providers for anomaly detector\n\t\tif zonesMgr != nil {\n\t\t\tanomalyDetector.SetZoneProvider(&anomalyZoneAdapter{mgr: zonesMgr})\n\t\t}\n\t\tif bleRegistry != nil {\n\t\t\tanomalyDetector.SetPersonProvider(&anomalyPersonAdapter{registry: bleRegistry})\n\t\t\tanomalyDetector.SetDeviceProvider(&anomalyDeviceAdapter{registry: bleRegistry})\n\t\t}\n\t\tanomalyDetector.SetPositionProvider(&anomalyPositionAdapter{pm: pm})\n\t\tif notifyService != nil {\n\t\t\tanomalyDetector.SetAlertHandler(&anomalyAlertAdapter{hub: dashboardHub, notifyService: notifyService})\n\t\t}\n\t\t// Wire feedback store for accuracy tracking\n\t\tif feedbackStore != nil {\n\t\t\tanomalyDetector.SetFeedbackStore(feedbackStore)\n\t\t}\n\n\t\t// Wire security state into the dashboard hub for snapshot/delta broadcasts\n\t\tdashboardHub.SetSecurityState(&securityStateAdapter{detector: anomalyDetector})\n\n\t\t// Set callback to broadcast anomalies to dashboard\n\t\tanomalyDetector.SetOnAnomaly(func(event events.AnomalyEvent) {\n\t\t\t// Use same field names as AnomalyEvent JSON / REST API so the frontend\n\t\t\t// can handle both WebSocket pushes and polled history uniformly.\n\t\t\tseverity := \"warning\"\n\t\t\tif event.Score >= 0.85 {\n\t\t\t\tseverity = \"critical\"\n\t\t\t}\n\t\t\tdashboardHub.BroadcastAnomaly(map[string]interface{}{\n\t\t\t\t\"id\": event.ID,\n\t\t\t\t\"type\": string(event.Type),\n\t\t\t\t\"score\": event.Score,\n\t\t\t\t\"description\": event.Description,\n\t\t\t\t\"zone_id\": event.ZoneID,\n\t\t\t\t\"zone_name\": event.ZoneName,\n\t\t\t\t\"person_name\": event.PersonName,\n\t\t\t\t\"severity\": severity,\n\t\t\t\t\"timestamp\": event.Timestamp.Format(time.RFC3339),\n\t\t\t\t\"acknowledged\": false,\n\t\t\t})\n\n\t\t\t// Also broadcast as alert for the alert banner\n\t\t\tdashboardHub.BroadcastAlert(event.ID, event.Timestamp, severity, event.Description, event.Acknowledged)\n\t\t})\n\n\t\t// Set callback to broadcast security mode changes\n\t\tanomalyDetector.SetOnSecurityModeChange(func(oldMode, newMode analytics.SecurityMode, reason string) {\n\t\t\tdashboardHub.BroadcastSystemModeChange(map[string]interface{}{\n\t\t\t\t\"old_mode\": string(oldMode),\n\t\t\t\t\"new_mode\": string(newMode),\n\t\t\t\t\"reason\": reason,\n\t\t\t\t\"armed\": newMode != analytics.SecurityModeDisarmed,\n\t\t\t})\n\t\t})\n\n\t\t// Load registered devices from BLE registry\n\t\tif bleRegistry != nil {\n\t\t\tdeviceRecords, devErr := bleRegistry.GetRegisteredDevices(false)\n\t\t\tif devErr == nil {\n\t\t\t\tvar macs []string\n\t\t\t\tfor _, dev := range deviceRecords {\n\t\t\t\t\tmacs = append(macs, dev.Addr)\n\t\t\t\t}\n\t\t\t\tanomalyDetector.SetRegisteredDevices(macs)\n\t\t\t}\n\t\t}\n\t}\n\n\t// Wire fleet notifier/broadcaster and start self-healing loop\n\tfleetMgr.SetNotifier(ingestSrv)\n\tfleetMgr.SetBroadcaster(dashboardHub)\n\tgo fleetMgr.Run(ctx)\n\n\t// Phase 5: Wire advanced fleet healer\n\tfleetHealer.SetNotifier(ingestSrv)\n\tfleetHealer.SetBroadcaster(dashboardHub)\n\tgo fleetHealer.Run(ctx)\n\n\t// Phase 6: Wire self-healing manager with grace period for fleet_change events\n\tselfHealManager.SetNotifier(ingestSrv)\n\tselfHealManager.SetBroadcaster(dashboardHub)\n\tif selfImprovingLocalizer != nil {\n\t\tgdopCalc := &gdopAdapter{eng: selfImprovingLocalizer.GetEngine()}\n\t\tselfHealManager.SetGDOPCalculator(gdopCalc)\n\t\troleOptimiser.SetGDOPCalculator(gdopCalc)\n\t}\n\tgo selfHealManager.Run(ctx)\n\n\t// Phase 5: Wire weather diagnostics with node position accessor\n\tweatherDiagnostics.SetNodePositionAccessor(func(mac string) (x, z float64, ok bool) {\n\t\tnode, err := fleetReg.GetNode(mac)\n\t\tif err != nil {\n\t\t\treturn 0, 0, false\n\t\t}\n\t\treturn node.PosX, node.PosZ, true\n\t})\n\tweatherDiagnostics.SetPositionSuggester(func() (x, z, improvement float64) {\n\t\treturn fleetHealer.SuggestNodePosition()\n\t})\n\n\t// Phase 5: Advanced diagnostic engine with root-cause analysis\n\tdiagnosticEngine := diagnostics.NewDiagnosticEngine(diagnostics.DiagnosticConfig{\n\t\tDiagnosticInterval: 15 * time.Minute,\n\t\tHistoryWindow: 1 * time.Hour,\n\t\tMinSamples: 10,\n\t})\n\n\t// Wire health history accessor for diagnostic engine\n\tdiagnosticEngine.SetHealthHistoryAccessor(func(linkID string, window time.Duration) []diagnostics.LinkHealthSnapshot {\n\t\t// Get history from weather diagnostics\n\t\tsnapshots := weatherDiagnostics.GetHistory(linkID, window)\n\t\tresult := make([]diagnostics.LinkHealthSnapshot, len(snapshots))\n\t\tfor i, s := range snapshots {\n\t\t\tresult[i] = diagnostics.LinkHealthSnapshot{\n\t\t\t\tTimestamp: s.Timestamp,\n\t\t\t\tSNR: s.SNR,\n\t\t\t\tPhaseStability: s.PhaseStability,\n\t\t\t\tPacketRate: s.PacketRate,\n\t\t\t\tDriftRate: s.DriftRate,\n\t\t\t\tCompositeScore: s.CompositeScore,\n\t\t\t\tDeltaRMSVariance: s.DeltaRMSVariance,\n\t\t\t\tIsQuietPeriod: s.IsQuietPeriod,\n\t\t\t}\n\t\t}\n\t\treturn result\n\t})\n\n\t// Wire link ID accessor\n\tdiagnosticEngine.SetAllLinkIDsAccessor(func() []string {\n\t\treturn pm.GetAllLinkIDs()\n\t})\n\n\t// Wire node position accessor for diagnostics\n\tdiagnosticEngine.SetNodePositionAccessor(func(mac string) (diagnostics.Vec3, bool) {\n\t\tnode, err := fleetReg.GetNode(mac)\n\t\tif err != nil {\n\t\t\treturn diagnostics.Vec3{}, false\n\t\t}\n\t\treturn diagnostics.Vec3{X: node.PosX, Y: node.PosY, Z: node.PosZ}, true\n\t})\n\n\t// Wire GDOP improvement accessor\n\tdiagnosticEngine.SetGDOPImprovementAccessor(func(nodeMAC string, targetPos diagnostics.Vec3) float64 {\n\t\t// Calculate current worst GDOP vs new worst GDOP with node at target position\n\t\tcurrentWorstX, currentWorstZ, currentWorstGDOP := fleetHealer.GetWorstCoverageZone()\n\t\t_ = currentWorstX\n\t\t_ = currentWorstZ\n\t\t// Estimate improvement - this is a simplified calculation\n\t\treturn currentWorstGDOP * 0.2 // Assume 20% improvement as placeholder\n\t})\n\n\t// Wire repositioning computer for Rule 4\n\tdiagnosticEngine.SetRepositioningComputer(func(linkID string, blockedZone diagnostics.Vec3) (diagnostics.Vec3, float64, error) {\n\t\t// Use fleet healer's position suggestion\n\t\tsugX, sugZ, improvement := fleetHealer.SuggestNodePosition()\n\t\treturn diagnostics.Vec3{X: sugX, Z: sugZ}, improvement, nil\n\t})\n\n\t// Wire occupancy accessor for quiet period detection\n\tdiagnosticEngine.SetOccupancyAccessor(func() int {\n\t\treturn pm.GetStationaryPersonCount()\n\t})\n\n\t// Start diagnostic engine\n\tgo diagnosticEngine.Run(ctx)\n\tlog.Printf(\"[INFO] Phase 5 diagnostic engine started (interval: 15m)\")\n\n\t// Phase 5: Baseline persistence store\n\tbaselineStore, err := sigproc.NewBaselineStore(filepath.Join(cfg.DataDir, \"baselines.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open baseline store: %v (persistence disabled)\", err)\n\t} else {\n\t\tdefer func() { _ = baselineStore.Close() }()\n\t\t// Restore saved baselines\n\t\tif err := baselineStore.RestoreAll(pm, 64); err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to restore baselines: %v\", err)\n\t\t}\n\t\t// Start periodic saves\n\t\tbaselineStore.StartPeriodicSave(ctx, pm, baselineSaveInterval)\n\t\tlog.Printf(\"[INFO] Baseline persistence enabled (save interval: %v)\", baselineSaveInterval)\n\t}\n\n\t// Phase 6: Health persistence store for diagnostics and weekly trends\n\thealthStore, err := sigproc.NewHealthStore(filepath.Join(cfg.DataDir, \"health.db\"))\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to open health store: %v (health persistence disabled)\", err)\n\t} else {\n\t\tdefer func() { _ = healthStore.Close() }()\n\t\thealthStore.StartPeriodicTasks(ctx)\n\t\tlog.Printf(\"[INFO] Health persistence enabled at %s\", filepath.Join(cfg.DataDir, \"health.db\"))\n\n\t\t// Wire feedback accessor for diagnostic engine Rule 4 (Fresnel blockage)\n\t\tdiagnosticEngine.SetFeedbackAccessor(func(linkID string, window time.Duration) []diagnostics.FeedbackEvent {\n\t\t\tevents, err := healthStore.GetFeedbackEvents(linkID, window)\n\t\t\tif err != nil {\n\t\t\t\treturn nil\n\t\t\t}\n\t\t\tresult := make([]diagnostics.FeedbackEvent, len(events))\n\t\t\tfor i, e := range events {\n\t\t\t\tresult[i] = diagnostics.FeedbackEvent{\n\t\t\t\t\tLinkID: e.LinkID,\n\t\t\t\t\tEventType: e.EventType,\n\t\t\t\t\tPosition: diagnostics.Vec3{X: e.PosX, Y: e.PosY, Z: e.PosZ},\n\t\t\t\t\tTimestamp: e.Timestamp,\n\t\t\t\t}\n\t\t\t}\n\t\t\treturn result\n\t\t})\n\t}\n\n\t// Phase 5: Periodic health computation for all links\n\tgo func() {\n\t\tticker := time.NewTicker(healthComputeInterval)\n\t\tdefer ticker.Stop()\n\t\tfor {\n\t\t\tselect {\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\tcase <-ticker.C:\n\t\t\t\tpm.ComputeAllHealth()\n\t\t\t}\n\t\t}\n\t}()\n\n\t// Phase 6: Periodic tracking + identity matching + fall detection\n\tgo func() {\n\t\tticker := time.NewTicker(100 * time.Millisecond) // 10 Hz\n\t\tdefer ticker.Stop()\n\t\tfor {\n\t\t\tselect {\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\tcase <-ticker.C:\n\t\t\t\tshedder.BeginIteration()\n\n\t\t\t\t// Stage 1: Get tracked blobs from fusion/tracker\n\t\t\t\tst1 := shedder.BeginStage(\"fusion_track\")\n\t\t\t\tblobs := pm.GetTrackedBlobs()\n\t\t\t\tshedder.EndStage(st1)\n\n\t\t\t\tif len(blobs) == 0 {\n\t\t\t\t\tshedder.EndIteration()\n\t\t\t\t\tcontinue\n\t\t\t\t}\n\n\t\t\t\t// Log detection events for blobs (throttled to once per 5 seconds per blob)\n\t\t\t\tfor _, blob := range blobs {\n\t\t\t\t\t// Get zone name if available\n\t\t\t\t\tzoneName := \"\"\n\t\t\t\t\tif zonesMgr != nil {\n\t\t\t\t\t\tzoneName = zonesMgr.GetBlobZone(blob.ID)\n\t\t\t\t\t}\n\n\t\t\t\t\t// Get person ID if available\n\t\t\t\t\tpersonID := \"\"\n\t\t\t\t\tif identityMatcher != nil {\n\t\t\t\t\t\tif match := identityMatcher.GetMatch(blob.ID); match != nil {\n\t\t\t\t\t\t\tpersonID = match.PersonName\n\t\t\t\t\t\t\tif personID == \"\" {\n\t\t\t\t\t\t\t\tpersonID = match.PersonID\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t\t// Build detail JSON\n\t\t\t\t\tdetail := map[string]interface{}{\n\t\t\t\t\t\t\"x\": blob.X,\n\t\t\t\t\t\t\"y\": blob.Y,\n\t\t\t\t\t\t\"z\": blob.Z,\n\t\t\t\t\t\t\"vx\": blob.VX,\n\t\t\t\t\t\t\"vy\": blob.VY,\n\t\t\t\t\t\t\"vz\": blob.VZ,\n\t\t\t\t\t\t\"confidence\": blob.Weight,\n\t\t\t\t\t\t\"posture\": blob.Posture,\n\t\t\t\t\t}\n\t\t\t\t\tdetailJSON, _ := json.Marshal(detail)\n\n\t\t\t\t\t// Log detection event with throttling (once per 5 seconds per blob)\n\t\t\t\t\t// This prevents flooding the events table while still providing visibility\n\t\t\t\t\t_ = eventsHandler.LogEvent(\"detection\", time.Now(), zoneName, personID, blob.ID, string(detailJSON), \"info\")\n\t\t\t\t}\n\n\t\t\t\t// Stage 2: Update identity matcher\n\t\t\t\tst2 := shedder.BeginStage(\"identity_match\")\n\t\t\t\tif identityMatcher != nil {\n\t\t\t\t\t// Convert TrackedBlob to the anonymous struct expected by IdentityMatcher\n\t\t\t\t\tmatcherBlobs := make([]struct {\n\t\t\t\t\t\tID int\n\t\t\t\t\t\tX, Y, Z float64\n\t\t\t\t\t\tWeight float64\n\t\t\t\t\t}, len(blobs))\n\t\t\t\t\tfor i, b := range blobs {\n\t\t\t\t\t\tmatcherBlobs[i] = struct {\n\t\t\t\t\t\t\tID int\n\t\t\t\t\t\t\tX, Y, Z float64\n\t\t\t\t\t\t\tWeight float64\n\t\t\t\t\t\t}{ID: b.ID, X: b.X, Y: b.Y, Z: b.Z, Weight: b.Weight}\n\t\t\t\t\t}\n\t\t\t\t\tidentityMatcher.UpdateBlobs(matcherBlobs)\n\n\t\t\t\t\t// Collect ground truth samples for self-improving localization\n\t\t\t\t\tif groundTruthCollector != nil {\n\t\t\t\t\t\t// Build per-link delta and health maps from motion states\n\t\t\t\t\t\tmotionStates := pm.GetAllMotionStates()\n\t\t\t\t\t\tperLinkDeltas := make(map[string]float64)\n\t\t\t\t\t\tperLinkHealth := make(map[string]float64)\n\t\t\t\t\t\tfor _, state := range motionStates {\n\t\t\t\t\t\t\tperLinkDeltas[state.LinkID] = state.SmoothDeltaRMS\n\t\t\t\t\t\t\tif processor := pm.GetProcessor(state.LinkID); processor != nil {\n\t\t\t\t\t\t\t\tif health := processor.GetHealth(); health != nil {\n\t\t\t\t\t\t\t\t\tperLinkHealth[state.LinkID] = health.GetAmbientConfidence()\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Collect samples for matched blobs\n\t\t\t\t\t\tfor _, blob := range blobs {\n\t\t\t\t\t\t\tmatch := identityMatcher.GetMatch(blob.ID)\n\t\t\t\t\t\t\tif match == nil || match.PersonID == \"\" || match.IsBLEOnly {\n\t\t\t\t\t\t\t\tcontinue\n\t\t\t\t\t\t\t}\n\n\t\t\t\t\t\t\t// Only collect if triangulation confidence is sufficient\n\t\t\t\t\t\t\tif match.TriangulationConf < localization.MinBLEConfidence {\n\t\t\t\t\t\t\t\tcontinue\n\t\t\t\t\t\t\t}\n\n\t\t\t\t\t\t\t// Collect ground truth sample\n\t\t\t\t\t\t\tgroundTruthCollector.CollectSample(\n\t\t\t\t\t\t\t\tmatch.PersonID,\n\t\t\t\t\t\t\t\tlocalization.Vec3{X: match.TriangulationPos.X, Y: match.TriangulationPos.Y, Z: match.TriangulationPos.Z},\n\t\t\t\t\t\t\t\tmatch.TriangulationConf,\n\t\t\t\t\t\t\t\tlocalization.Vec3{X: blob.X, Y: blob.Y, Z: blob.Z},\n\t\t\t\t\t\t\t\tperLinkDeltas,\n\t\t\t\t\t\t\t\tperLinkHealth,\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t\t// Update detection explainability data\n\t\t\t\t\tif explainabilityHandler != nil {\n\t\t\t\t\t\tmotionStates := pm.GetAllMotionStates()\n\t\t\t\t\t\tlinkStates := make([]explainability.LinkState, 0, len(motionStates))\n\t\t\t\t\t\tfor _, state := range motionStates {\n\t\t\t\t\t\t\t// Parse link ID to get node and peer MAC addresses\n\t\t\t\t\t\t\t// LinkID format is typically \"node_mac:peer_mac\"\n\t\t\t\t\t\t\tparts := parseLinkID(state.LinkID)\n\t\t\t\t\t\t\tif len(parts) != 2 {\n\t\t\t\t\t\t\t\tcontinue\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tnodeMAC, peerMAC := parts[0], parts[1]\n\n\t\t\t\t\t\t\t// Get node positions from fleet registry\n\t\t\t\t\t\t\tvar nodePos, peerPos [3]float64\n\t\t\t\t\t\t\tif node, err := fleetReg.GetNode(nodeMAC); err == nil {\n\t\t\t\t\t\t\t\tnodePos = [3]float64{node.PosX, node.PosY, node.PosZ}\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tif peer, err := fleetReg.GetNode(peerMAC); err == nil {\n\t\t\t\t\t\t\t\tpeerPos = [3]float64{peer.PosX, peer.PosY, peer.PosZ}\n\t\t\t\t\t\t\t}\n\n\t\t\t\t\t\t\t// Get learned weight from self-improving localizer\n\t\t\t\t\t\t\tvar weight float64 = 1.0\n\t\t\t\t\t\t\tif selfImprovingLocalizer != nil {\n\t\t\t\t\t\t\t\tif weights := selfImprovingLocalizer.GetLearnedWeights(); weights != nil {\n\t\t\t\t\t\t\t\t\tweight = weights.GetLinkWeight(state.LinkID)\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t}\n\n\t\t\t\t\t\t\tlinkState := explainability.LinkState{\n\t\t\t\t\t\t\t\tNodeMAC: nodeMAC,\n\t\t\t\t\t\t\t\tPeerMAC: peerMAC,\n\t\t\t\t\t\t\t\tNodePos: nodePos,\n\t\t\t\t\t\t\t\tPeerPos: peerPos,\n\t\t\t\t\t\t\t\tDeltaRMS: state.SmoothDeltaRMS,\n\t\t\t\t\t\t\t\tMotion: state.MotionDetected,\n\t\t\t\t\t\t\t\tWeight: weight,\n\t\t\t\t\t\t\t\tHealthScore: state.AmbientConfidence,\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tlinkStates = append(linkStates, linkState)\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Build blob snapshots\n\t\t\t\t\t\tblobSnapshots := make([]explainability.BlobSnapshot, 0, len(blobs))\n\t\t\t\t\t\tfor _, blob := range blobs {\n\t\t\t\t\t\t\tblobSnapshots = append(blobSnapshots, explainability.BlobSnapshot{\n\t\t\t\t\t\t\t\tID: blob.ID,\n\t\t\t\t\t\t\t\tX: blob.X,\n\t\t\t\t\t\t\t\tY: blob.Y,\n\t\t\t\t\t\t\t\tZ: blob.Z,\n\t\t\t\t\t\t\t\tConfidence: blob.Weight,\n\t\t\t\t\t\t\t})\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Build identity map from BLE matches\n\t\t\t\t\t\tidentityMap := make(map[int]*explainability.BLEMatch)\n\t\t\t\t\t\tfor _, blob := range blobs {\n\t\t\t\t\t\t\tmatch := identityMatcher.GetMatch(blob.ID)\n\t\t\t\t\t\t\tif match != nil && match.PersonID != \"\" {\n\t\t\t\t\t\t\t\ttriPos := [3]float64{match.TriangulationPos.X, match.TriangulationPos.Y, match.TriangulationPos.Z}\n\t\t\t\t\t\t\t\tidentityMap[blob.ID] = &explainability.BLEMatch{\n\t\t\t\t\t\t\t\t\tPersonID: match.PersonID,\n\t\t\t\t\t\t\t\t\tPersonLabel: match.PersonName,\n\t\t\t\t\t\t\t\t\tPersonColor: match.PersonColor,\n\t\t\t\t\t\t\t\t\tDeviceAddr: match.DeviceAddr,\n\t\t\t\t\t\t\t\t\tConfidence: match.Confidence,\n\t\t\t\t\t\t\t\t\tMatchMethod: \"ble_rssi\",\n\t\t\t\t\t\t\t\t\tReportedByNodes: nil,\n\t\t\t\t\t\t\t\t\tTriangulationPos: &triPos,\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Update explainability handler with grid data (no fusion grid available)\n\t\t\t\t\t\tvar gridSnapshot *explainability.GridSnapshot\n\t\t\t\t\t\texplainabilityHandler.UpdateBlobs(blobSnapshots, linkStates, gridSnapshot, identityMap)\n\n\t\t\t\t\t\t// Service pending WebSocket explain requests from dashboard clients.\n\t\t\t\t\t\t// ConsumeExplainRequests drains the queue so each request is served once.\n\t\t\t\t\t\tif dashboardHub != nil {\n\t\t\t\t\t\t\tfor _, blobID := range dashboardHub.ConsumeExplainRequests() {\n\t\t\t\t\t\t\t\tif snap := explainabilityHandler.BuildWebSocketSnapshot(blobID); snap != nil {\n\t\t\t\t\t\t\t\t\tdashboardHub.BroadcastExplainSnapshot(blobID, snap)\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\tshedder.EndStage(st2)\n\n\t\t\t\t// Stage 3: Update zones occupancy\n\t\t\t\tst3 := shedder.BeginStage(\"zone_occupancy\")\n\t\t\t\tif zonesMgr != nil {\n\t\t\t\t\tfor _, blob := range blobs {\n\t\t\t\t\t\tzonesMgr.UpdateBlobPosition(blob.ID, blob.X, blob.Y, blob.Z)\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\tshedder.EndStage(st3)\n\n\t\t\t\t// Stage 4: Update flow analytics (suspended at load shed Level >= 1)\n\t\t\t\tst4 := shedder.BeginStage(\"crowd_flow\")\n\t\t\t\tif flowAccumulator != nil && shedder.ShouldAccumulateCrowdFlow() {\n\t\t\t\t\tfor _, blob := range blobs {\n\t\t\t\t\t\t// Get person ID from identity matcher\n\t\t\t\t\t\tvar personID string\n\t\t\t\t\t\tif identityMatcher != nil {\n\t\t\t\t\t\t\tif match := identityMatcher.GetMatch(blob.ID); match != nil {\n\t\t\t\t\t\t\t\tpersonID = match.PersonID\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t\tflowAccumulator.UpdateTrack(analytics.TrackUpdate{\n\t\t\t\t\t\t\tID: blob.ID,\n\t\t\t\t\t\t\tX: blob.X,\n\t\t\t\t\t\t\tY: blob.Y,\n\t\t\t\t\t\t\tZ: blob.Z,\n\t\t\t\t\t\t\tVX: blob.VX,\n\t\t\t\t\t\t\tVY: blob.VY,\n\t\t\t\t\t\t\tVZ: blob.VZ,\n\t\t\t\t\t\t\tPersonID: personID,\n\t\t\t\t\t\t})\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\tshedder.EndStage(st4)\n\n\t\t\t\t// Stage 5: Fall detection\n\t\t\t\tst5 := shedder.BeginStage(\"fall_detect\")\n\t\t\t\tfor _, blob := range blobs {\n\t\t\t\t\tfallDetector.Update([]struct {\n\t\t\t\t\t\tID int\n\t\t\t\t\t\tX, Y, Z float64\n\t\t\t\t\t\tVX, VY, VZ float64\n\t\t\t\t\t\tPosture string\n\t\t\t\t\t}{{ID: blob.ID, X: blob.X, Y: blob.Y, Z: blob.Z, VX: blob.VX, VY: blob.VY, VZ: blob.VZ}}, time.Now())\n\t\t\t\t}\n\t\t\t\tshedder.EndStage(st5)\n\n\t\t\t\t// Stage 6: Trigger evaluation\n\t\t\t\tst6 := shedder.BeginStage(\"trigger_eval\")\n\t\t\t\t// Evaluate automations\n\t\t\t\tif automationEngine != nil {\n\t\t\t\t\tautoBlobs := make([]automation.TrackedBlob, len(blobs))\n\t\t\t\t\tfor i, b := range blobs {\n\t\t\t\t\t\tautoBlobs[i] = automation.TrackedBlob{\n\t\t\t\t\t\t\tID: b.ID,\n\t\t\t\t\t\t\tX: b.X,\n\t\t\t\t\t\t\tY: b.Y,\n\t\t\t\t\t\t\tZ: b.Z,\n\t\t\t\t\t\t\tVX: b.VX,\n\t\t\t\t\t\t\tVY: b.VY,\n\t\t\t\t\t\t\tVZ: b.VZ,\n\t\t\t\t\t\t\tConfidence: b.Weight,\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\tautomationEngine.Evaluate(autoBlobs, func(blobID int) string {\n\t\t\t\t\t\tif zonesMgr != nil {\n\t\t\t\t\t\t\treturn zonesMgr.GetBlobZone(blobID)\n\t\t\t\t\t\t}\n\t\t\t\t\t\treturn \"\"\n\t\t\t\t\t})\n\t\t\t\t}\n\n\t\t\t\t// Evaluate volume triggers (webhook firing with fault tolerance)\n\t\t\t\tif volumeTriggersHandler != nil {\n\t\t\t\t\tvolumeBlobs := make([]volume.BlobPos, len(blobs))\n\t\t\t\t\tfor i, blob := range blobs {\n\t\t\t\t\t\tvolumeBlobs[i] = volume.BlobPos{\n\t\t\t\t\t\t\tID: blob.ID,\n\t\t\t\t\t\t\tX: blob.X,\n\t\t\t\t\t\t\tY: blob.Y,\n\t\t\t\t\t\t\tZ: blob.Z,\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\tvolumeTriggersHandler.EvaluateTriggers(volumeBlobs)\n\t\t\t\t}\n\t\t\t\tshedder.EndStage(st6)\n\n\t\t\t\t// Stage 7: Anomaly detection\n\t\t\t\tst7 := shedder.BeginStage(\"anomaly_detect\")\n\t\t\t\t// Process anomaly detection\n\t\t\t\tif anomalyDetector != nil && zonesMgr != nil {\n\t\t\t\t\t// Get current system mode for security mode checks\n\t\t\t\t\tisSecurityMode := false\n\t\t\t\t\tif automationEngine != nil {\n\t\t\t\t\t\tisSecurityMode = automationEngine.GetSystemMode() == automation.ModeAway\n\t\t\t\t\t}\n\n\t\t\t\t\t// Process occupancy for each zone\n\t\t\t\t\tzones := zonesMgr.GetAllZones()\n\t\t\t\t\tfor _, zone := range zones {\n\t\t\t\t\t\tocc := zonesMgr.GetZoneOccupancy(zone.ID)\n\t\t\t\t\t\tif occ == nil {\n\t\t\t\t\t\t\tcontinue\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Get BLE devices in this zone\n\t\t\t\t\t\tvar bleDevices []string\n\t\t\t\t\t\tif identityMatcher != nil {\n\t\t\t\t\t\t\tfor _, blobID := range occ.BlobIDs {\n\t\t\t\t\t\t\t\tif match := identityMatcher.GetMatch(blobID); match != nil && match.DeviceAddr != \"\" {\n\t\t\t\t\t\t\t\t\tbleDevices = append(bleDevices, match.DeviceAddr)\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Process occupancy for unusual hour detection\n\t\t\t\t\t\tanomalyDetector.ProcessOccupancy(zone.ID, occ.Count, bleDevices, isSecurityMode)\n\n\t\t\t\t\t\t// Process motion during away\n\t\t\t\t\t\tif isSecurityMode && occ.Count > 0 {\n\t\t\t\t\t\t\tfor _, blobID := range occ.BlobIDs {\n\t\t\t\t\t\t\t\tanomalyDetector.ProcessMotionDuringAway(zone.ID, blobID, true)\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Process dwell duration for each person in the zone\n\t\t\t\t\t\tfor _, blobID := range occ.BlobIDs {\n\t\t\t\t\t\t\t// Get dwell duration from zones manager\n\t\t\t\t\t\t\tif dwellTime, ok := zonesMgr.GetBlobDwellTime(blobID, zone.ID); ok && dwellTime > 5*time.Minute {\n\t\t\t\t\t\t\t\t// Get person ID for this blob\n\t\t\t\t\t\t\t\tvar personID string\n\t\t\t\t\t\t\t\tif identityMatcher != nil {\n\t\t\t\t\t\t\t\t\tif match := identityMatcher.GetMatch(blobID); match != nil {\n\t\t\t\t\t\t\t\t\t\tpersonID = match.PersonID\n\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\tif personID != \"\" {\n\t\t\t\t\t\t\t\t\t// Check for unusual dwell (fall detection takes priority)\n\t\t\t\t\t\t\t\t\tfallDetected := fallDetector.GetTrackState(blobID) == falldetect.StateFallConfirmed\n\t\t\t\t\t\t\t\t\tanomalyDetector.ProcessDwellDuration(zone.ID, personID, dwellTime, isSecurityMode, fallDetected)\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\tshedder.EndStage(st7)\n\n\t\t\t\t// Stage 8: Dashboard publish\n\t\t\t\tst8 := shedder.BeginStage(\"dashboard_publish\")\n\t\t\t\t// Per-tick dashboard state is published via the ingestion CSI path.\n\t\t\t\t// This stage captures any additional dashboard work in the fusion tick.\n\t\t\t\t_ = dashboardHub\n\t\t\t\tshedder.EndStage(st8)\n\n\t\t\t\tshedder.EndIteration()\n\t\t\t}\n\t\t}\n\t}()\n\n\t// Phase 6: Fall detection callback\n\tfallDetector.SetOnFall(func(event falldetect.FallEvent) {\n\t\tlog.Printf(\"[WARN] Fall detected: blob=%d confidence=%.2f\", event.BlobID, event.Confidence)\n\n\t\t// Get identity\n\t\tvar personID, personName, personColor string\n\t\tif identityMatcher != nil {\n\t\t\tif match := identityMatcher.GetMatch(event.BlobID); match != nil {\n\t\t\t\tevent.Identity = match.DeviceName\n\t\t\t\tpersonID = match.PersonID\n\t\t\t\tpersonName = match.DeviceName\n\t\t\t}\n\t\t}\n\n\t\t// Get zone\n\t\tvar zoneID string\n\t\tif zonesMgr != nil {\n\t\t\tzoneID = zonesMgr.GetBlobZone(event.BlobID)\n\t\t}\n\n\t\t// Send notification\n\t\tif notifyService != nil {\n\t\t\tnotif := notify.Notification{\n\t\t\t\tTitle: \"Fall Detected\",\n\t\t\t\tBody: fmt.Sprintf(\"Fall detected for %s at (%.1f, %.1f, %.1f)\", event.Identity, event.Position.X, event.Position.Y, event.Position.Z),\n\t\t\t\tPriority: 5,\n\t\t\t\tTags: []string{\"warning\", \"fall\"},\n\t\t\t\tData: map[string]interface{}{\n\t\t\t\t\t\"blob_id\": event.BlobID,\n\t\t\t\t\t\"confidence\": event.Confidence,\n\t\t\t\t},\n\t\t\t\tTimestamp: time.Now(),\n\t\t\t}\n\t\t\tnotifyService.Send(notif) //nolint:errcheck\n\t\t}\n\n\t\t// Publish to MQTT\n\t\tif mqttClient != nil && mqttClient.IsConnected() {\n\t\t\tmqttClient.UpdateBinarySensorState(\"fall_detected\", true) //nolint:errcheck\n\t\t}\n\n\t\t// Trigger automation event\n\t\tif automationEngine != nil {\n\t\t\tautomationEngine.ProcessEvent(automation.Event{\n\t\t\t\tType: automation.TriggerFallDetected,\n\t\t\t\tTimestamp: time.Now(),\n\t\t\t\tPersonID: personID,\n\t\t\t\tPersonName: personName,\n\t\t\t\tPersonColor: personColor,\n\t\t\t\tZoneID: zoneID,\n\t\t\t\tConfidence: event.Confidence,\n\t\t\t\tExtra: map[string]interface{}{\n\t\t\t\t\t\"blob_id\": event.BlobID,\n\t\t\t\t\t\"position\": []float64{event.Position.X, event.Position.Y, event.Position.Z},\n\t\t\t\t},\n\t\t\t})\n\t\t}\n\t})\n\n\t// Set identity function for fall detector\n\tfallDetector.SetIdentityFunc(func(blobID int) string {\n\t\tif identityMatcher != nil {\n\t\t\tif match := identityMatcher.GetMatch(blobID); match != nil {\n\t\t\t\treturn match.DeviceName\n\t\t\t}\n\t\t}\n\t\treturn \"\"\n\t})\n\n\t// Phase 6: Zone crossing callback\n\tif zonesMgr != nil {\n\t\tzonesMgr.SetOnCrossing(func(event zones.CrossingEvent) {\n\t\t\tlog.Printf(\"[INFO] Zone crossing: blob %d via %s\", event.BlobID, event.PortalID)\n\n\t\t\t// Get identity\n\t\t\tvar personID, personName, personColor string\n\t\t\tif identityMatcher != nil {\n\t\t\t\tif match := identityMatcher.GetMatch(event.BlobID); match != nil {\n\t\t\t\t\tevent.Identity = match.DeviceName\n\t\t\t\t\tpersonID = match.PersonID\n\t\t\t\t\tpersonName = match.DeviceName\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Send notification\n\t\t\tif notifyService != nil {\n\t\t\t\tnotif := notify.Notification{\n\t\t\t\t\tTitle: \"Zone Change\",\n\t\t\t\t\tBody: fmt.Sprintf(\"%s moved from %s to %s\", event.Identity, event.FromZone, event.ToZone),\n\t\t\t\t\tPriority: 1,\n\t\t\t\t\tTags: []string{\"zone\", \"movement\"},\n\t\t\t\t\tData: map[string]interface{}{\n\t\t\t\t\t\t\"portal_id\": event.PortalID,\n\t\t\t\t\t\t\"direction\": event.Direction,\n\t\t\t\t\t},\n\t\t\t\t\tTimestamp: time.Now(),\n\t\t\t\t}\n\t\t\t\tnotifyService.Send(notif) //nolint:errcheck\n\t\t\t}\n\n\t\t\t// Update MQTT zone occupancy\n\t\t\tif mqttClient != nil && mqttClient.IsConnected() {\n\t\t\t\tmqttClient.UpdateZoneOccupancy(event.ToZone, zonesMgr.GetZoneOccupancy(event.ToZone).Count) //nolint:errcheck\n\t\t\t}\n\n\t\t\t// Trigger automation events\n\t\t\tif automationEngine != nil {\n\t\t\t\t// zone_leave event\n\t\t\t\tif event.FromZone != \"\" {\n\t\t\t\t\tautomationEngine.ProcessEvent(automation.Event{\n\t\t\t\t\t\tType: automation.TriggerZoneLeave,\n\t\t\t\t\t\tTimestamp: time.Now(),\n\t\t\t\t\t\tPersonID: personID,\n\t\t\t\t\t\tPersonName: personName,\n\t\t\t\t\t\tPersonColor: personColor,\n\t\t\t\t\t\tZoneID: event.FromZone,\n\t\t\t\t\t\tZoneName: event.FromZone,\n\t\t\t\t\t})\n\t\t\t\t}\n\n\t\t\t\t// zone_enter event\n\t\t\t\tif event.ToZone != \"\" {\n\t\t\t\t\tautomationEngine.ProcessEvent(automation.Event{\n\t\t\t\t\t\tType: automation.TriggerZoneEnter,\n\t\t\t\t\t\tTimestamp: time.Now(),\n\t\t\t\t\t\tPersonID: personID,\n\t\t\t\t\t\tPersonName: personName,\n\t\t\t\t\t\tPersonColor: personColor,\n\t\t\t\t\t\tZoneID: event.ToZone,\n\t\t\t\t\t\tZoneName: event.ToZone,\n\t\t\t\t\t\tFromZone: event.FromZone,\n\t\t\t\t\t\tToZone: event.ToZone,\n\t\t\t\t\t})\n\n\t\t\t\t\t// Update dwell tracking\n\t\t\t\t\tautomationEngine.UpdateZoneDwellTracking(event.BlobID, event.ToZone, time.Now())\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Record zone transition for presence prediction\n\t\t\tif predictionHistory != nil && personID != \"\" {\n\t\t\t\tpredictionHistory.PersonZoneChange(personID, event.FromZone, event.ToZone, event.BlobID, time.Now()) //nolint:errcheck\n\t\t\t}\n\n\t\t\t// Broadcast portal crossing event to dashboard\n\t\t\tdashboardHub.BroadcastEvent(\n\t\t\t\tfmt.Sprintf(\"portal:%s:%d\", event.PortalID, event.Timestamp.UnixMilli()),\n\t\t\t\tevent.Timestamp,\n\t\t\t\t\"portal_crossing\",\n\t\t\t\tevent.ToZone,\n\t\t\t\tevent.BlobID,\n\t\t\t\tpersonName,\n\t\t\t)\n\n\t\t\t// Broadcast zone transition event\n\t\t\tdashboardHub.BroadcastZoneTransition(event.PortalID, personName, event.FromZone, event.ToZone)\n\t\t})\n\n\t\t// Zone entry callback — broadcast event to dashboard\n\t\tzonesMgr.SetOnZoneEntry(func(event zones.ZoneTransitionEvent) {\n\t\t\tpersonName := resolveBlobIdentity(event.BlobID, identityMatcher)\n\t\t\tdashboardHub.BroadcastEvent(\n\t\t\t\tfmt.Sprintf(\"zone_entry:%s:%d\", event.ZoneID, event.Timestamp.UnixMilli()),\n\t\t\t\tevent.Timestamp,\n\t\t\t\t\"zone_entry\",\n\t\t\t\tevent.ZoneName,\n\t\t\t\tevent.BlobID,\n\t\t\t\tpersonName,\n\t\t\t)\n\t\t})\n\n\t\t// Zone exit callback — broadcast event to dashboard\n\t\tzonesMgr.SetOnZoneExit(func(event zones.ZoneTransitionEvent) {\n\t\t\tpersonName := resolveBlobIdentity(event.BlobID, identityMatcher)\n\t\t\tdashboardHub.BroadcastEvent(\n\t\t\t\tfmt.Sprintf(\"zone_exit:%s:%d\", event.ZoneID, event.Timestamp.UnixMilli()),\n\t\t\t\tevent.Timestamp,\n\t\t\t\t\"zone_exit\",\n\t\t\t\tevent.ZoneName,\n\t\t\t\tevent.BlobID,\n\t\t\t\tpersonName,\n\t\t\t)\n\t\t})\n\t} // end if zonesMgr != nil\n\n\t// Phase 6: Diurnal patterns learned notification\n\t// Track which links have already broadcast their \"patterns learned\" notification\n\tdiurnalNotified := make(map[string]bool)\n\tgo func() {\n\t\tticker := time.NewTicker(30 * time.Second)\n\t\tdefer ticker.Stop()\n\t\tfor {\n\t\t\tselect {\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\tcase <-ticker.C:\n\t\t\t\tstatuses := pm.GetDiurnalLearningStatus()\n\t\t\t\tfor _, status := range statuses {\n\t\t\t\t\t// If link is ready and we haven't notified yet\n\t\t\t\t\tif status.IsReady && !diurnalNotified[status.LinkID] {\n\t\t\t\t\t\tdiurnalNotified[status.LinkID] = true\n\t\t\t\t\t\tlog.Printf(\"[INFO] Diurnal patterns learned for link %s after 7 days\", status.LinkID)\n\t\t\t\t\t\t// Broadcast notification to dashboard\n\t\t\t\t\t\tmsg := map[string]interface{}{\n\t\t\t\t\t\t\t\"type\": \"diurnal_ready\",\n\t\t\t\t\t\t\t\"link_id\": status.LinkID,\n\t\t\t\t\t\t\t\"message\": \"Your system has learned your daily patterns. Accuracy should improve this week.\",\n\t\t\t\t\t\t}\n\t\t\t\t\t\tdata, _ := json.Marshal(msg)\n\t\t\t\t\t\tdashboardHub.Broadcast(data)\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}()\n\n\t// Phase 5: Periodic weather snapshot recording\n\tgo func() {\n\t\tticker := time.NewTicker(weatherRecordInterval)\n\t\tdefer ticker.Stop()\n\t\tfor {\n\t\t\tselect {\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\tcase <-ticker.C:\n\t\t\t\t// Record health snapshots for all active links\n\t\t\t\tstates := pm.GetAllMotionStates()\n\t\t\t\tvar healthEntries []sigproc.HealthLogEntry\n\t\t\t\tfor _, state := range states {\n\t\t\t\t\tprocessor := pm.GetProcessor(state.LinkID)\n\t\t\t\t\tif processor == nil {\n\t\t\t\t\t\tcontinue\n\t\t\t\t\t}\n\t\t\t\t\thealth := processor.GetHealth()\n\t\t\t\t\tif health == nil {\n\t\t\t\t\t\tcontinue\n\t\t\t\t\t}\n\t\t\t\t\tsnr, phaseStability, packetRate, driftRate, deltaRMSVar := health.GetHealthMetrics()\n\t\t\t\t\tisQuiet := !state.MotionDetected\n\t\t\t\t\tweatherDiagnostics.RecordSnapshot(state.LinkID, snr, phaseStability, packetRate, driftRate)\n\n\t\t\t\t\t// Also persist to HealthStore for long-term diagnostics\n\t\t\t\t\tif healthStore != nil {\n\t\t\t\t\t\tcomposite := 0.3*snr + 0.25*(1-phaseStability) + 0.25*math.Min(packetRate/20.0, 1.0) + 0.2*(1-driftRate)\n\t\t\t\t\t\tif composite < 0 {\n\t\t\t\t\t\t\tcomposite = 0\n\t\t\t\t\t\t}\n\t\t\t\t\t\tif composite > 1 {\n\t\t\t\t\t\t\tcomposite = 1\n\t\t\t\t\t\t}\n\t\t\t\t\t\thealthEntries = append(healthEntries, sigproc.HealthLogEntry{\n\t\t\t\t\t\t\tLinkID: state.LinkID,\n\t\t\t\t\t\t\tTimestamp: time.Now(),\n\t\t\t\t\t\t\tSNR: snr,\n\t\t\t\t\t\t\tPhaseStability: phaseStability,\n\t\t\t\t\t\t\tPacketRate: packetRate,\n\t\t\t\t\t\t\tDriftRate: driftRate,\n\t\t\t\t\t\t\tCompositeScore: composite,\n\t\t\t\t\t\t\tDeltaRMSVariance: deltaRMSVar,\n\t\t\t\t\t\t\tIsQuietPeriod: isQuiet,\n\t\t\t\t\t\t})\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Batch persist to health store\n\t\t\t\tif healthStore != nil && len(healthEntries) > 0 {\n\t\t\t\t\tif err := healthStore.LogHealthBatch(healthEntries); err != nil {\n\t\t\t\t\t\tlog.Printf(\"[WARN] Failed to persist health entries: %v\", err)\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}()\n\tlog.Printf(\"[INFO] Phase 5 health monitoring enabled (health: %v, weather: %v)\", healthComputeInterval, weatherRecordInterval)\n\n\t// Phase 6: Flow analytics background tasks\n\tif flowAccumulator != nil {\n\t\t// Daily pruning of old trajectory segments\n\t\tgo func() {\n\t\t\tticker := time.NewTicker(24 * time.Hour)\n\t\t\tdefer ticker.Stop()\n\t\t\tfor {\n\t\t\t\tselect {\n\t\t\t\tcase <-ctx.Done():\n\t\t\t\t\treturn\n\t\t\t\tcase <-ticker.C:\n\t\t\t\t\tif err := flowAccumulator.PruneOldSegments(); err != nil {\n\t\t\t\t\t\tlog.Printf(\"[WARN] Failed to prune old trajectory segments: %v\", err)\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}()\n\n\t\t// Weekly corridor detection\n\t\tgo func() {\n\t\t\tticker := time.NewTicker(7 * 24 * time.Hour)\n\t\t\tdefer ticker.Stop()\n\t\t\t// Run once at startup\n\t\t\tif err := flowAccumulator.ComputeCorridors(); err != nil {\n\t\t\t\tlog.Printf(\"[WARN] Failed to compute corridors: %v\", err)\n\t\t\t}\n\t\t\tfor {\n\t\t\t\tselect {\n\t\t\t\tcase <-ctx.Done():\n\t\t\t\t\treturn\n\t\t\t\tcase <-ticker.C:\n\t\t\t\t\tif err := flowAccumulator.ComputeCorridors(); err != nil {\n\t\t\t\t\t\tlog.Printf(\"[WARN] Failed to compute corridors: %v\", err)\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}()\n\t\tlog.Printf(\"[INFO] Flow analytics background tasks started (prune: 24h, corridors: 7d)\")\n\t}\n\n\t// Phase 6: Self-improving localization fusion loop\n\tgo func() {\n\t\tticker := time.NewTicker(100 * time.Millisecond) // 10 Hz, same as main tracking\n\t\tdefer ticker.Stop()\n\n\t\tweightSaveTicker := time.NewTicker(30 * time.Second)\n\t\tdefer weightSaveTicker.Stop()\n\n\t\tfor {\n\t\t\tselect {\n\t\t\tcase <-ctx.Done():\n\t\t\t\t// Final weight save on shutdown\n\t\t\t\tif weightStore != nil && selfImprovingLocalizer != nil {\n\t\t\t\t\tweights := selfImprovingLocalizer.GetEngine().GetLearnedWeights()\n\t\t\t\t\tif weights != nil {\n\t\t\t\t\t\tif err := weightStore.SaveWeights(weights); err != nil {\n\t\t\t\t\t\t\tlog.Printf(\"[WARN] Failed to save weights on shutdown: %v\", err)\n\t\t\t\t\t\t} else {\n\t\t\t\t\t\t\tlog.Printf(\"[INFO] Saved learned weights on shutdown\")\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\treturn\n\n\t\t\tcase <-ticker.C:\n\t\t\t\tif selfImprovingLocalizer == nil {\n\t\t\t\t\tcontinue\n\t\t\t\t}\n\n\t\t\t\t// Get motion states from signal processor\n\t\t\t\tstates := pm.GetAllMotionStates()\n\t\t\t\tif len(states) == 0 {\n\t\t\t\t\tcontinue\n\t\t\t\t}\n\n\t\t\t\t// Convert to localization.LinkMotion format\n\t\t\t\tlinks := make([]localization.LinkMotion, 0, len(states))\n\t\t\t\tfor _, state := range states {\n\t\t\t\t\t// Parse linkID format \"nodeMAC-peerMAC\"\n\t\t\t\t\tparts := splitLinkID(state.LinkID)\n\t\t\t\t\tif len(parts) != 2 {\n\t\t\t\t\t\tcontinue\n\t\t\t\t\t}\n\n\t\t\t\t\tlink := localization.LinkMotion{\n\t\t\t\t\t\tNodeMAC: parts[0],\n\t\t\t\t\t\tPeerMAC: parts[1],\n\t\t\t\t\t\tDeltaRMS: state.SmoothDeltaRMS,\n\t\t\t\t\t\tMotion: state.MotionDetected,\n\t\t\t\t\t\tHealthScore: state.BaselineConf,\n\t\t\t\t\t}\n\n\t\t\t\t\t// Use health score if available\n\t\t\t\t\tif state.AmbientConfidence > 0 {\n\t\t\t\t\t\tlink.HealthScore = state.AmbientConfidence\n\t\t\t\t\t}\n\n\t\t\t\t\tlinks = append(links, link)\n\t\t\t\t}\n\n\t\t\t\t// Run fusion with learned weights\n\t\t\t\tif len(links) > 0 {\n\t\t\t\t\tselfImprovingLocalizer.Fuse(links)\n\t\t\t\t}\n\n\t\t\tcase <-weightSaveTicker.C:\n\t\t\t\t// Periodic weight persistence\n\t\t\t\tif weightStore != nil && selfImprovingLocalizer != nil {\n\t\t\t\t\tweights := selfImprovingLocalizer.GetEngine().GetLearnedWeights()\n\t\t\t\t\tif weights != nil {\n\t\t\t\t\t\tif err := weightStore.SaveWeights(weights); err != nil {\n\t\t\t\t\t\t\tlog.Printf(\"[WARN] Failed to save weights: %v\", err)\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}()\n\tlog.Printf(\"[INFO] Self-improving localization fusion started (rate: 10Hz, save interval: 30s)\")\n\n\t// Phase 6: Prediction provider wiring and update loop\n\tif predictionPredictor != nil && predictionHistory != nil {\n\t\t// Wire zone provider\n\t\tif zonesMgr != nil {\n\t\t\tpredictionPredictor.SetZoneProvider(&predictionZoneAdapter{mgr: zonesMgr})\n\t\t}\n\n\t\t// Wire person provider\n\t\tif bleRegistry != nil {\n\t\t\tpredictionPredictor.SetPersonProvider(&predictionPersonAdapter{registry: bleRegistry})\n\t\t}\n\n\t\t// Wire position provider\n\t\tpredictionPredictor.SetPositionProvider(prediction.NewPositionAdapter(predictionHistory))\n\n\t\t// Wire MQTT client for prediction publishing\n\t\tif mqttClient != nil && mqttClient.IsConnected() {\n\t\t\tpredictionPredictor.SetMQTTClient(&predictionMQTTAdapter{client: mqttClient}, \"\")\n\t\t}\n\n\t\t// Wire horizon predictor providers\n\t\tif predictionHorizon != nil {\n\t\t\tif zonesMgr != nil {\n\t\t\t\tpredictionHorizon.SetZoneProvider(&predictionZoneAdapter{mgr: zonesMgr})\n\t\t\t}\n\t\t\tif bleRegistry != nil {\n\t\t\t\tpredictionHorizon.SetPersonProvider(&predictionPersonAdapter{registry: bleRegistry})\n\t\t\t}\n\t\t\tpredictionHorizon.SetPositionProvider(prediction.NewPositionAdapter(predictionHistory))\n\t\t\tlog.Printf(\"[INFO] Horizon predictor providers wired\")\n\t\t}\n\n\t\t// Start periodic prediction update loop (every 60 seconds)\n\t\tgo func() {\n\t\t\tticker := time.NewTicker(60 * time.Second)\n\t\t\tdefer ticker.Stop()\n\n\t\t\t// Run initial prediction after 5 seconds\n\t\t\ttime.Sleep(5 * time.Second)\n\t\t\tpredictionPredictor.UpdatePredictions()\n\t\t\tlog.Printf(\"[INFO] Prediction: initial predictions computed\")\n\n\t\t\t// Publish prediction sensors for each person\n\t\t\tif mqttClient != nil && mqttClient.IsConnected() && bleRegistry != nil {\n\t\t\t\tpeople, _ := bleRegistry.GetPeople()\n\t\t\t\tfor _, person := range people {\n\t\t\t\t\tmqttClient.PublishPredictionSensors(person.ID, person.Name) //nolint:errcheck\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tfor {\n\t\t\t\tselect {\n\t\t\t\tcase <-ctx.Done():\n\t\t\t\t\treturn\n\t\t\t\tcase <-ticker.C:\n\t\t\t\t\tpredictionPredictor.UpdatePredictions()\n\n\t\t\t\t\t// Publish predictions to MQTT\n\t\t\t\t\tif mqttClient != nil && mqttClient.IsConnected() {\n\t\t\t\t\t\tpredictions := predictionPredictor.GetPredictions()\n\t\t\t\t\t\tfor _, pred := range predictions {\n\t\t\t\t\t\t\tzoneName := pred.PredictedNextZoneName\n\t\t\t\t\t\t\tif zoneName == \"\" {\n\t\t\t\t\t\t\t\tzoneName = pred.PredictedNextZoneID\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tmqttClient.UpdatePredictionState( //nolint:errcheck\n\t\t\t\t\t\t\tpred.PersonID,\n\t\t\t\t\t\t\tzoneName,\n\t\t\t\t\t\t\tpred.DataConfidence,\n\t\t\t\t\t\t\tpred.PredictionConfidence,\n\t\t\t\t\t\t\tpred.EstimatedTransitionMinutes,\n\t\t\t\t\t\t)\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Also publish horizon predictions (15-minute Monte Carlo)\n\t\t\t\t\t\tif predictionHorizon != nil {\n\t\t\t\t\t\t\thorizonPreds := predictionHorizon.UpdateAllPredictions()\n\t\t\t\t\t\t\tfor _, hpred := range horizonPreds {\n\t\t\t\t\t\t\t\t// Publish horizon prediction to separate topic\n\t\t\t\t\t\t\t\ttopic := \"spaxel/person/\" + hpred.PersonID + \"/horizon_prediction\"\n\t\t\t\t\t\t\t\tpayload := map[string]interface{}{\n\t\t\t\t\t\t\t\t\t\"current_zone\": hpred.CurrentZoneID,\n\t\t\t\t\t\t\t\t\t\"predicted_zone\": hpred.PredictedZoneID,\n\t\t\t\t\t\t\t\t\t\"confidence\": hpred.Confidence,\n\t\t\t\t\t\t\t\t\t\"horizon_minutes\": hpred.HorizonMinutes,\n\t\t\t\t\t\t\t\t\t\"data_confidence\": hpred.DataConfidence,\n\t\t\t\t\t\t\t\t\t\"model_ready\": hpred.ModelReady,\n\t\t\t\t\t\t\t\t\t\"zone_probabilities\": hpred.ZoneProbabilities,\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\tif data, err := json.Marshal(payload); err == nil {\n\t\t\t\t\t\t\t\t\tmqttClient.Publish(topic, data) //nolint:errcheck\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}()\n\t\tlog.Printf(\"[INFO] Prediction update loop started (interval: 60s)\")\n\n\t\t// Start periodic prediction evaluation loop (every 30 seconds)\n\t\t// This evaluates pending predictions against actual positions\n\t\tif predictionAccuracy != nil {\n\t\t\tgo func() {\n\t\t\t\tevalTicker := time.NewTicker(30 * time.Second)\n\t\t\t\tdefer evalTicker.Stop()\n\n\t\t\t\t// Cleanup ticker (hourly)\n\t\t\t\tcleanupTicker := time.NewTicker(1 * time.Hour)\n\t\t\t\tdefer cleanupTicker.Stop()\n\n\t\t\t\t// Zone pattern computation ticker (daily)\n\t\t\t\tpatternTicker := time.NewTicker(24 * time.Hour)\n\t\t\t\tdefer patternTicker.Stop()\n\n\t\t\t\tfor {\n\t\t\t\t\tselect {\n\t\t\t\t\tcase <-ctx.Done():\n\t\t\t\t\t\treturn\n\t\t\t\t\tcase <-evalTicker.C:\n\t\t\t\t\t\t// Get current actual positions from history updater\n\t\t\t\t\t\tactualPositions := make(map[string]string)\n\t\t\t\t\t\tif predictionHistory != nil {\n\t\t\t\t\t\t\tzones := predictionHistory.GetAllPersonZones()\n\t\t\t\t\t\t\tfor personID, info := range zones {\n\t\t\t\t\t\t\t\tactualPositions[personID] = info.ZoneID\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Evaluate pending predictions\n\t\t\t\t\t\tif len(actualPositions) > 0 {\n\t\t\t\t\t\t\tevaluated, correct, err := predictionAccuracy.EvaluatePending(actualPositions)\n\t\t\t\t\t\t\tif err != nil {\n\t\t\t\t\t\t\t\tlog.Printf(\"[WARN] Prediction evaluation failed: %v\", err)\n\t\t\t\t\t\t\t} else if evaluated > 0 {\n\t\t\t\t\t\t\t\taccuracy := float64(0)\n\t\t\t\t\t\t\t\tif evaluated > 0 {\n\t\t\t\t\t\t\t\t\taccuracy = float64(correct) / float64(evaluated) * 100\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\tlog.Printf(\"[INFO] Prediction evaluation: %d evaluated, %d correct (%.1f%% accuracy)\",\n\t\t\t\t\t\t\t\t\tevaluated, correct, accuracy)\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\n\t\t\t\t\tcase <-cleanupTicker.C:\n\t\t\t\t\t\t// Cleanup old predictions\n\t\t\t\t\t\tif err := predictionAccuracy.CleanupOldPredictions(); err != nil {\n\t\t\t\t\t\t\tlog.Printf(\"[WARN] Prediction cleanup failed: %v\", err)\n\t\t\t\t\t\t}\n\n\t\t\t\t\tcase <-patternTicker.C:\n\t\t\t\t\t\t// Compute zone occupancy patterns\n\t\t\t\t\t\tif err := predictionAccuracy.ComputeZoneOccupancyPatterns(); err != nil {\n\t\t\t\t\t\t\tlog.Printf(\"[WARN] Zone pattern computation failed: %v\", err)\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}()\n\t\t\tlog.Printf(\"[INFO] Prediction evaluation loop started (interval: 30s)\")\n\t\t}\n\t}\n\n\t// Fleet REST API\n\tfleetHandler := fleet.NewHandler(fleetMgr)\n\tfleetHandler.SetNodeIdentifier(ingestSrv)\n\tfleetHandler.SetMigrationDeadlineProvider(ingestSrv)\n\tfleetHandler.RegisterRoutes(r)\n\n\t// Floorplan REST API\n\tfloorplanHandler := floorplan.NewHandler(mainDB, cfg.DataDir)\n\tfloorplanHandler.RegisterRoutes(r)\n\n\t// Phase 6: Fleet Health REST API (self-healing with GDOP optimisation)\n\tfleetHealthHandler := fleet.NewFleetHandler(selfHealManager, fleetReg)\n\tfleetHealthHandler.SetUnpairedProvider(ingestSrv)\n\tfleetHealthHandler.RegisterRoutes(r)\n\n\t// Phase 6: Volume triggers REST API (webhook actions with fault tolerance)\n\tif volumeTriggersHandler != nil {\n\t\tvolumeTriggersHandler.RegisterRoutes(r)\n\t}\n\n\t// Phase 6: Zones and Portals REST API\n\tif zonesMgr != nil {\n\t\tzonesHandler := api.NewZonesHandler(zonesMgr)\n\t\tzonesHandler.SetZoneChangeBroadcaster(dashboardHub)\n\t\tzonesHandler.RegisterRoutes(r)\n\t\tlog.Printf(\"[INFO] Zones and portals API registered at /api/zones/* and /api/portals/*\")\n\t}\n\n\t\t// Phase 6: BLE REST API\n\t\tif bleRegistry != nil {\n\t\t\tbleHandler := ble.NewHandler(bleRegistry)\n\t\t\tbleHandler.RegisterRoutes(r)\n\t\t\tlog.Printf(\"[INFO] BLE REST API registered at /api/ble/* and /api/people/*\")\n\n\t\t\t// BLE identity matches endpoint (not in ble.Handler)\n\t\t\tr.Get(\"/api/ble/matches\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tif identityMatcher == nil {\n\t\t\t\t\twriteJSON(w, []*ble.IdentityMatch{})\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\tmatches := identityMatcher.GetAllMatches()\n\t\t\t\twriteJSON(w, matches)\n\t\t\t})\n\t\t}\n\n\t// Phase 6: Automation REST API\n\tif automationEngine != nil {\n\t\tr.Get(\"/api/automations\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tautomations := automationEngine.GetAllAutomations()\n\t\t\twriteJSON(w, automations)\n\t\t})\n\t\tr.Post(\"/api/automations\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tvar auto automation.Automation\n\t\t\tif err := json.NewDecoder(r.Body).Decode(&auto); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tif auto.ID == \"\" {\n\t\t\t\tauto.ID = fmt.Sprintf(\"auto_%d\", time.Now().UnixNano())\n\t\t\t}\n\t\t\tif err := automationEngine.CreateAutomation(&auto); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, auto)\n\t\t})\n\t\tr.Get(\"/api/automations/{id}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tid := chi.URLParam(r, \"id\")\n\t\t\tauto := automationEngine.GetAutomation(id)\n\t\t\tif auto == nil {\n\t\t\t\thttp.Error(w, \"automation not found\", http.StatusNotFound)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, auto)\n\t\t})\n\t\tr.Put(\"/api/automations/{id}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tid := chi.URLParam(r, \"id\")\n\t\t\tvar auto automation.Automation\n\t\t\tif err := json.NewDecoder(r.Body).Decode(&auto); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tauto.ID = id\n\t\t\tif err := automationEngine.UpdateAutomation(&auto); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, auto)\n\t\t})\n\t\tr.Delete(\"/api/automations/{id}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tid := chi.URLParam(r, \"id\")\n\t\t\tif err := automationEngine.DeleteAutomation(id); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.WriteHeader(http.StatusNoContent)\n\t\t})\n\t\tr.Post(\"/api/automations/{id}/test\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tid := chi.URLParam(r, \"id\")\n\t\t\tif err := automationEngine.TestFire(id); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.WriteHeader(http.StatusOK)\n\t\t})\n\t\tr.Get(\"/api/automations/events\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tevents := automationEngine.GetRecentActionLog(50)\n\t\t\twriteJSON(w, events)\n\t\t})\n\n\t\t// Trigger volumes API\n\t\tr.Get(\"/api/automations/volumes\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tvolumes := automationEngine.GetAllTriggerVolumes()\n\t\t\twriteJSON(w, volumes)\n\t\t})\n\t\tr.Post(\"/api/automations/volumes\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tvar volume automation.TriggerVolume\n\t\t\tif err := json.NewDecoder(r.Body).Decode(&volume); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tif volume.ID == \"\" {\n\t\t\t\tvolume.ID = fmt.Sprintf(\"volume_%d\", time.Now().UnixNano())\n\t\t\t}\n\t\t\tif err := automationEngine.CreateTriggerVolume(&volume); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, volume)\n\t\t})\n\t\tr.Delete(\"/api/automations/volumes/{id}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tid := chi.URLParam(r, \"id\")\n\t\t\tif err := automationEngine.DeleteTriggerVolume(id); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.WriteHeader(http.StatusNoContent)\n\t\t})\n\n\t\t// System mode API\n\t\tr.Get(\"/api/mode\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tmode := automationEngine.GetSystemMode()\n\t\t\twriteJSON(w, map[string]string{\"mode\": string(mode)})\n\t\t})\n\t\tr.Post(\"/api/mode\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tvar req struct {\n\t\t\t\tMode string `json:\"mode\"`\n\t\t\t}\n\t\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tmode := automation.SystemMode(req.Mode)\n\t\t\tif mode != automation.ModeHome && mode != automation.ModeAway && mode != automation.ModeSleep {\n\t\t\t\thttp.Error(w, \"invalid mode, must be home, away, or sleep\", http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tif err := automationEngine.SetSystemMode(mode); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, map[string]string{\"mode\": string(mode)})\n\t\t})\n\n\t\t// Wire providers to automation engine\n\t\tif zonesMgr != nil {\n\t\t\tautomationEngine.SetZoneProvider(&zoneProviderAdapter{mgr: zonesMgr})\n\t\t}\n\t\tif bleRegistry != nil {\n\t\t\tautomationEngine.SetPersonProvider(&automationPersonAdapter{registry: bleRegistry})\n\t\t\tautomationEngine.SetDeviceProvider(&deviceProviderAdapter{registry: bleRegistry})\n\t\t}\n\t\tif mqttClient != nil {\n\t\t\tautomationEngine.SetMQTTClient(mqttClient)\n\t\t}\n\t\tif notifyService != nil {\n\t\t\tautomationEngine.SetNotificationSender(¬ifySenderAdapter{service: notifyService})\n\t\t}\n\t}\n\n\t// Phase 6: Notification channels REST API\n\tif notifyService != nil {\n\t\tr.Get(\"/api/notifications/channels\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t// Return configured channels (without sensitive data)\n\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\"channels\": []string{},\n\t\t\t})\n\t\t})\n\t\tr.Post(\"/api/notifications/channels\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tvar req struct {\n\t\t\t\tID string\n\t\t\t\tType string\n\t\t\t\tURL string\n\t\t\t\tToken string\n\t\t\t\tUser string\n\t\t\t\tUsername string\n\t\t\t\tPassword string\n\t\t\t}\n\t\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tcc := notify.ChannelConfig{\n\t\t\t\tType: notify.NotificationChannel(req.Type),\n\t\t\t\tEnabled: true,\n\t\t\t\tURL: req.URL,\n\t\t\t\tToken: req.Token,\n\t\t\t\tUser: req.User,\n\t\t\t\tUsername: req.Username,\n\t\t\t\tPassword: req.Password,\n\t\t\t}\n\t\t\tif err := notifyService.AddChannel(req.ID, cc); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, map[string]string{\"status\": \"created\"})\n\t\t})\n\t\tr.Delete(\"/api/notifications/channels/{id}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tid := chi.URLParam(r, \"id\")\n\t\t\tif err := notifyService.RemoveChannel(id); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.WriteHeader(http.StatusNoContent)\n\t\t})\n\t\tr.Post(\"/api/notifications/test\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tif notifyService == nil {\n\t\t\t\thttp.Error(w, \"notification service not available\", http.StatusServiceUnavailable)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tif err := notifyService.Send(notify.Notification{\n\t\t\t\tTitle: \"Test Notification\",\n\t\t\t\tBody: \"This is a test notification from Spaxel\",\n\t\t\t}); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tw.WriteHeader(http.StatusOK)\n\t\t})\n\t\tr.Get(\"/api/notifications/history\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tif notifyService == nil {\n\t\t\t\twriteJSON(w, []struct{}{})\n\t\t\t\treturn\n\t\t\t}\n\t\t\thistory := notifyService.GetHistory(50)\n\t\t\twriteJSON(w, history)\n\t\t})\n\t\tr.Post(\"/api/notifications/quiet-hours\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tvar qh notify.QuietHoursConfig\n\t\t\tif err := json.NewDecoder(r.Body).Decode(&qh); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tif err := notifyService.SetQuietHours(qh); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, qh)\n\t\t})\n\n\t\t// Config endpoints (aliases for /api/notifications/config)\n\t\tr.Get(\"/api/notifications/config\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\"channels\": []string{},\n\t\t\t})\n\t\t})\n\t\tr.Post(\"/api/notifications/config\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tvar req notify.ChannelConfig\n\t\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\t\t\t// Generate a unique ID if not provided\n\t\t\tid := string(req.Type)\n\t\t\tif id == \"\" {\n\t\t\t\tid = fmt.Sprintf(\"channel_%d\", time.Now().UnixNano())\n\t\t\t}\n\t\t\tif err := notifyService.AddChannel(id, req); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, map[string]string{\"status\": \"updated\"})\n\t\t})\n\t}\n\n\t// Phase 5: Weather diagnostics REST API\n\tr.Get(\"/api/weather\", func(w http.ResponseWriter, r *http.Request) {\n\t\treports := weatherDiagnostics.GetAllLinkReports()\n\t\twriteJSON(w, reports)\n\t})\n\tr.Get(\"/api/weather/{linkID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlinkID := chi.URLParam(r, \"linkID\")\n\t\treport := weatherDiagnostics.GetReport(linkID)\n\t\twriteJSON(w, report)\n\t})\n\tr.Get(\"/api/weather/summary\", func(w http.ResponseWriter, r *http.Request) {\n\t\tcondition, avgConfidence, issueCount := weatherDiagnostics.GetSystemWeatherSummary()\n\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\"condition\": condition,\n\t\t\t\"avg_confidence\": avgConfidence,\n\t\t\t\"issue_count\": issueCount,\n\t\t})\n\t})\n\tr.Get(\"/api/weather/{linkID}/weekly\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlinkID := chi.URLParam(r, \"linkID\")\n\t\ttrend := weatherDiagnostics.GetWeeklyTrend(linkID)\n\t\twriteJSON(w, trend)\n\t})\n\n\t// Phase 5: Coverage and healing status API\n\tr.Get(\"/api/coverage\", func(w http.ResponseWriter, r *http.Request) {\n\t\tcoverage := fleetHealer.GetCoverage()\n\t\twriteJSON(w, coverage)\n\t})\n\tr.Get(\"/api/coverage/history\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlimitStr := r.URL.Query().Get(\"limit\")\n\t\tlimit := 10\n\t\tif limitStr != \"\" {\n\t\t\tif n, err := strconv.Atoi(limitStr); err == nil && n > 0 {\n\t\t\t\tlimit = n\n\t\t\t}\n\t\t}\n\t\thistory := fleetHealer.GetCoverageHistory(limit)\n\t\twriteJSON(w, history)\n\t})\n\tr.Get(\"/api/healing/status\", func(w http.ResponseWriter, r *http.Request) {\n\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\"degraded\": fleetHealer.IsDegraded(),\n\t\t\t\"online_nodes\": fleetHealer.GetOnlineNodes(),\n\t\t\t\"optimal_roles\": fleetHealer.GetOptimalRoles(),\n\t\t})\n\t})\n\tr.Get(\"/api/healing/suggest\", func(w http.ResponseWriter, r *http.Request) {\n\t\tx, z, improvement := fleetHealer.SuggestNodePosition()\n\t\tworstX, worstZ, worstGDOP := fleetHealer.GetWorstCoverageZone()\n\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\"suggested_position\": map[string]float64{\"x\": x, \"z\": z},\n\t\t\t\"expected_improvement\": improvement,\n\t\t\t\"worst_coverage_zone\": map[string]float64{\"x\": worstX, \"z\": worstZ, \"gdop\": worstGDOP},\n\t\t})\n\t})\n\n\t// Phase 5: System health API\n\tr.Get(\"/api/health/system\", func(w http.ResponseWriter, r *http.Request) {\n\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\"system_health\": pm.GetSystemHealth(),\n\t\t\t\"link_count\": pm.LinkCount(),\n\t\t\t\"active_links\": pm.ActiveLinks(),\n\t\t\t\"stationary_count\": pm.GetStationaryPersonCount(),\n\t\t\t\"worst_link\": func() string { id, _ := pm.GetWorstLink(); return id }(),\n\t\t})\n\t})\n\n\t// Phase 6: Diurnal learning status API\n\tr.Get(\"/api/diurnal/status\", func(w http.ResponseWriter, r *http.Request) {\n\t\tstatuses := pm.GetDiurnalLearningStatus()\n\t\twriteJSON(w, statuses)\n\t})\n\tr.Get(\"/api/diurnal/status/{linkID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlinkID := chi.URLParam(r, \"linkID\")\n\t\tallStatuses := pm.GetDiurnalLearningStatus()\n\t\tfor _, status := range allStatuses {\n\t\t\tif status.LinkID == linkID {\n\t\t\t\twriteJSON(w, status)\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t\thttp.Error(w, \"link not found\", http.StatusNotFound)\n\t})\n\n\t// Diurnal slot data API - returns 24-hour slot data for polar chart visualization\n\tr.Get(\"/api/diurnal/slots/{linkID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlinkID := chi.URLParam(r, \"linkID\")\n\t\tprocessor := pm.GetProcessor(linkID)\n\t\tif processor == nil {\n\t\t\thttp.Error(w, \"link not found\", http.StatusNotFound)\n\t\t\treturn\n\t\t}\n\n\t\tdiurnal := processor.GetDiurnal()\n\t\tif diurnal == nil {\n\t\t\thttp.Error(w, \"diurnal data not available\", http.StatusNotFound)\n\t\t\treturn\n\t\t}\n\n\t\t// Calculate average amplitude per hour (for variance visualization)\n\t\tslotAmplitudes := make([]float64, 24)\n\t\tslotConfidences := make([]float64, 24)\n\t\tslotSampleCounts := make([]int, 24)\n\n\t\tfor h := 0; h < 24; h++ {\n\t\t\tslot := diurnal.GetSlot(h)\n\t\t\tif slot != nil && len(slot.Values) > 0 {\n\t\t\t\t// Calculate average amplitude for this slot\n\t\t\t\tsum := 0.0\n\t\t\t\tfor _, v := range slot.Values {\n\t\t\t\t\tsum += v\n\t\t\t\t}\n\t\t\t\tslotAmplitudes[h] = sum / float64(len(slot.Values))\n\t\t\t\tslotSampleCounts[h] = slot.SampleCount\n\t\t\t}\n\t\t\tslotConfidences[h] = diurnal.GetSlotConfidence(h)\n\t\t}\n\n\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\"link_id\": linkID,\n\t\t\t\"current_hour\": time.Now().Hour(),\n\t\t\t\"current_minute\": time.Now().Minute(),\n\t\t\t\"is_ready\": diurnal.IsReady(),\n\t\t\t\"is_learning\": diurnal.IsLearning(),\n\t\t\t\"learning_progress\": diurnal.GetLearningProgress(),\n\t\t\t\"overall_confidence\": diurnal.GetOverallConfidence(),\n\t\t\t\"slot_amplitudes\": slotAmplitudes,\n\t\t\t\"slot_confidences\": slotConfidences,\n\t\t\t\"slot_sample_counts\": slotSampleCounts,\n\t\t\t\"created_at\": diurnal.GetCreatedAt(),\n\t\t})\n\t})\n\n\t// Link health API - returns all links with health scores and details\n\tr.Get(\"/api/links\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlinks := ingestSrv.GetAllLinksWithHealth()\n\t\twriteJSON(w, links)\n\t})\n\n\t// Phase 6: Link diagnostics API\n\tr.Get(\"/api/links/{linkID}/diagnostics\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlinkID := chi.URLParam(r, \"linkID\")\n\n\t\t// Get diagnoses for this link\n\t\tdiagnoses := diagnosticEngine.GetDiagnoses(linkID)\n\n\t\t// Get current health snapshot for this link\n\t\tvar healthInfo map[string]interface{}\n\t\tif ingestSrv != nil {\n\t\t\tlinkHealth := ingestSrv.GetLinkWithHealth(linkID)\n\t\t\tif linkHealth != nil {\n\t\t\t\thealthInfo = map[string]interface{}{\n\t\t\t\t\t\"snr\": linkHealth.HealthDetails.SNR,\n\t\t\t\t\t\"phase_stability\": linkHealth.HealthDetails.PhaseStability,\n\t\t\t\t\t\"packet_rate\": linkHealth.HealthDetails.PacketRate,\n\t\t\t\t\t\"drift_rate\": linkHealth.HealthDetails.BaselineDrift,\n\t\t\t\t\t\"composite_score\": linkHealth.HealthScore,\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\t// Build response with diagnosis and health\n\t\tresponse := map[string]interface{}{\n\t\t\t\"diagnosis\": diagnoses,\n\t\t\t\"health\": healthInfo,\n\t\t}\n\n\t\twriteJSON(w, response)\n\t})\n\n\tr.Get(\"/api/links/{linkID}/health-history\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlinkID := chi.URLParam(r, \"linkID\")\n\t\twindowStr := r.URL.Query().Get(\"window\")\n\t\twindow := 24 * time.Hour // default 24h\n\t\tif windowStr != \"\" {\n\t\t\tif hours, err := strconv.Atoi(windowStr); err == nil && hours > 0 {\n\t\t\t\twindow = time.Duration(hours) * time.Hour\n\t\t\t}\n\t\t}\n\t\tif healthStore == nil {\n\t\t\thttp.Error(w, \"health store not available\", http.StatusServiceUnavailable)\n\t\t\treturn\n\t\t}\n\t\thistory, err := healthStore.GetHealthHistory(linkID, window)\n\t\tif err != nil {\n\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\treturn\n\t\t}\n\t\twriteJSON(w, history)\n\t})\n\n\tr.Get(\"/api/diagnostics\", func(w http.ResponseWriter, r *http.Request) {\n\t\tallDiagnoses := diagnosticEngine.GetAllDiagnoses()\n\t\twriteJSON(w, allDiagnoses)\n\t})\n\n\t// GetDiagnosticFor endpoint - returns diagnostic for a specific link at a given time\n\tr.Get(\"/api/diagnostics/link/{linkID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlinkID := chi.URLParam(r, \"linkID\")\n\n\t\t// Parse optional timestamp parameter\n\t\tvar timestamp time.Time\n\t\ttimestampStr := r.URL.Query().Get(\"timestamp\")\n\t\tif timestampStr != \"\" {\n\t\t\t// Try parsing as Unix milliseconds\n\t\t\tif ms, err := strconv.ParseInt(timestampStr, 10, 64); err == nil {\n\t\t\t\ttimestamp = time.Unix(0, ms*1e6)\n\t\t\t} else {\n\t\t\t\t// Try parsing as ISO8601\n\t\t\t\ttimestamp, err = time.Parse(time.RFC3339, timestampStr)\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, \"invalid timestamp format\", http.StatusBadRequest)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t}\n\t\t} else {\n\t\t\t// Default to now\n\t\t\ttimestamp = time.Now()\n\t\t}\n\n\t\t// Get diagnostic for this link at the specified time\n\t\tdiagnosis := diagnosticEngine.GetDiagnosticFor(linkID, timestamp)\n\t\tif diagnosis == nil {\n\t\t\thttp.Error(w, \"diagnostic not found\", http.StatusNotFound)\n\t\t\treturn\n\t\t}\n\n\t\t// Build response with diagnosis and current health snapshot\n\t\tresponse := map[string]interface{}{\n\t\t\t\"diagnosis\": map[string]interface{}{\n\t\t\t\t\"link_id\": diagnosis.LinkID,\n\t\t\t\t\"rule_id\": diagnosis.RuleID,\n\t\t\t\t\"severity\": string(diagnosis.Severity),\n\t\t\t\t\"title\": diagnosis.Title,\n\t\t\t\t\"detail\": diagnosis.Detail,\n\t\t\t\t\"advice\": diagnosis.Advice,\n\t\t\t\t\"confidence\": diagnosis.ConfidenceScore,\n\t\t\t},\n\t\t}\n\n\t\t// Add repositioning info if available\n\t\tif diagnosis.RepositioningTarget != nil {\n\t\t\tresponse[\"repositioning\"] = map[string]interface{}{\n\t\t\t\t\"node_mac\": diagnosis.RepositioningNodeMAC,\n\t\t\t\t\"position\": map[string]float64{\n\t\t\t\t\t\"x\": diagnosis.RepositioningTarget.X,\n\t\t\t\t\t\"y\": diagnosis.RepositioningTarget.Y,\n\t\t\t\t\t\"z\": diagnosis.RepositioningTarget.Z,\n\t\t\t\t},\n\t\t\t}\n\t\t}\n\n\t\t// Add current health snapshot if available\n\t\tif healthStore != nil {\n\t\t\thistory, err := healthStore.GetHealthHistory(linkID, 1*time.Hour)\n\t\t\tif err == nil && len(history) > 0 {\n\t\t\t\t// Find the snapshot closest to the requested timestamp\n\t\t\t\tvar closest *sigproc.HealthLogEntry\n\t\t\t\tminDiff := time.Duration(1<<63 - 1)\n\n\t\t\t\tfor i := range history {\n\t\t\t\t\tdiff := history[i].Timestamp.Sub(timestamp)\n\t\t\t\t\tif diff < 0 {\n\t\t\t\t\t\tdiff = -diff\n\t\t\t\t\t}\n\t\t\t\t\tif diff < minDiff {\n\t\t\t\t\t\tminDiff = diff\n\t\t\t\t\t\tclosest = &history[i]\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\tif closest != nil {\n\t\t\t\t\tresponse[\"health\"] = map[string]interface{}{\n\t\t\t\t\t\t\"timestamp\": closest.Timestamp.Unix(),\n\t\t\t\t\t\t\"snr\": closest.SNR,\n\t\t\t\t\t\t\"phase_stability\": closest.PhaseStability,\n\t\t\t\t\t\t\"packet_rate\": closest.PacketRate,\n\t\t\t\t\t\t\"drift_rate\": closest.DriftRate,\n\t\t\t\t\t\t\"composite_score\": closest.CompositeScore,\n\t\t\t\t\t\t\"delta_rms_variance\": closest.DeltaRMSVariance,\n\t\t\t\t\t\t\"is_quiet_period\": closest.IsQuietPeriod,\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\twriteJSON(w, response)\n\t})\n\n\t// Phase 6: Analytics REST API\n\tif flowAccumulator != nil {\n\t\tanalyticsHandler := analytics.NewHandler(flowAccumulator)\n\t\tanalyticsHandler.RegisterRoutes(r)\n\t}\n\n\t// Phase 6: Prediction REST API\n\tif predictionPredictor != nil {\n\t\tr.Get(\"/api/predictions\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tpredictions := predictionPredictor.GetPredictions()\n\t\t\twriteJSON(w, predictions)\n\t\t})\n\n\t\tr.Get(\"/api/predictions/stats\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tif predictionHistory == nil {\n\t\t\t\thttp.Error(w, \"prediction history not available\", http.StatusServiceUnavailable)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tcount, dataAge, err := predictionHistory.GetTransitionStats()\n\t\t\tif err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\"transition_count\": count,\n\t\t\t\t\"data_age_days\": dataAge.Hours() / 24,\n\t\t\t\t\"minimum_data_age\": prediction.MinimumDataAge.Hours() / 24,\n\t\t\t\t\"has_minimum_data\": dataAge >= prediction.MinimumDataAge,\n\t\t\t})\n\t\t})\n\n\t\tr.Post(\"/api/predictions/recompute\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tif predictionHistory == nil {\n\t\t\t\thttp.Error(w, \"prediction history not available\", http.StatusServiceUnavailable)\n\t\t\t\treturn\n\t\t\t}\n\t\t\tif err := predictionHistory.ForceRecompute(); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\treturn\n\t\t\t}\n\t\t\twriteJSON(w, map[string]string{\"status\": \"recompute_started\"})\n\t\t})\n\n\t\t// Prediction accuracy endpoints\n\t\tif predictionAccuracy != nil {\n\t\t\tr.Get(\"/api/predictions/accuracy\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tstats, err := predictionAccuracy.GetAllAccuracyStats()\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\twriteJSON(w, stats)\n\t\t\t})\n\n\t\t\tr.Get(\"/api/predictions/accuracy/overall\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\taccuracy, total, err := predictionAccuracy.GetOverallAccuracy()\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\tpending := predictionAccuracy.GetPendingCount()\n\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\"accuracy_percent\": accuracy * 100,\n\t\t\t\t\t\"total_predictions\": total,\n\t\t\t\t\t\"pending_predictions\": pending,\n\t\t\t\t\t\"target_accuracy\": 75.0,\n\t\t\t\t\t\"meets_target\": accuracy >= 0.75 && total >= prediction.MinPredictionsForAccuracy,\n\t\t\t\t\t\"horizon_minutes\": int(prediction.PredictionHorizon.Minutes()),\n\t\t\t\t})\n\t\t\t})\n\n\t\t\tr.Get(\"/api/predictions/accuracy/{personID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpersonID := chi.URLParam(r, \"personID\")\n\t\t\t\tstats, err := predictionAccuracy.GetAccuracyStats(personID, int(prediction.PredictionHorizon.Minutes()))\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\tif stats == nil {\n\t\t\t\t\thttp.Error(w, \"no accuracy data for person\", http.StatusNotFound)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\twriteJSON(w, stats)\n\t\t\t})\n\n\t\t\tr.Get(\"/api/predictions/pending\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpending := predictionAccuracy.GetPendingCount()\n\t\t\t\twriteJSON(w, map[string]int{\"pending_predictions\": pending})\n\t\t\t})\n\n\t\t\t// Zone occupancy patterns endpoints\n\t\t\tr.Get(\"/api/predictions/patterns/zones\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\t// Get all zone occupancy patterns\n\t\t\t\tif zonesMgr == nil {\n\t\t\t\t\thttp.Error(w, \"zones manager not available\", http.StatusServiceUnavailable)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\tzones := zonesMgr.GetAllZones()\n\t\t\t\tpatterns := make([]map[string]interface{}, 0)\n\t\t\t\tnow := time.Now()\n\t\t\t\thourOfWeek := prediction.HourOfWeek(now)\n\t\t\t\tfor _, zone := range zones {\n\t\t\t\t\tpattern, err := predictionAccuracy.GetZoneOccupancyPattern(zone.ID, hourOfWeek)\n\t\t\t\t\tif err != nil {\n\t\t\t\t\t\tcontinue\n\t\t\t\t\t}\n\t\t\t\t\tif pattern != nil {\n\t\t\t\t\t\tpatterns = append(patterns, map[string]interface{}{\n\t\t\t\t\t\t\t\"zone_id\": zone.ID,\n\t\t\t\t\t\t\t\"zone_name\": zone.Name,\n\t\t\t\t\t\t\t\"hour_of_week\": pattern.HourOfWeek,\n\t\t\t\t\t\t\t\"occupancy_prob\": pattern.OccupancyProb,\n\t\t\t\t\t\t\t\"mean_dwell_minutes\": pattern.MeanDwellMinutes,\n\t\t\t\t\t\t\t\"stddev_dwell\": pattern.StddevDwell,\n\t\t\t\t\t\t\t\"sample_count\": pattern.SampleCount,\n\t\t\t\t\t\t})\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\twriteJSON(w, patterns)\n\t\t\t})\n\n\t\t\tr.Get(\"/api/predictions/patterns/zone/{zoneID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tzoneID := chi.URLParam(r, \"zoneID\")\n\t\t\t\t// Get patterns for all hours of the week\n\t\t\t\tvar patterns []map[string]interface{}\n\t\t\t\tfor hour := 0; hour < 168; hour++ {\n\t\t\t\t\tpattern, err := predictionAccuracy.GetZoneOccupancyPattern(zoneID, hour)\n\t\t\t\t\tif err != nil || pattern == nil {\n\t\t\t\t\t\tcontinue\n\t\t\t\t\t}\n\t\t\t\t\tpatterns = append(patterns, map[string]interface{}{\n\t\t\t\t\t\t\"hour_of_week\": pattern.HourOfWeek,\n\t\t\t\t\t\t\"day_name\": prediction.DayNameFromHourOfWeek(pattern.HourOfWeek),\n\t\t\t\t\t\t\"hour_of_day\": pattern.HourOfWeek % 24,\n\t\t\t\t\t\t\"occupancy_prob\": pattern.OccupancyProb,\n\t\t\t\t\t\t\"mean_dwell_minutes\": pattern.MeanDwellMinutes,\n\t\t\t\t\t\t\"stddev_dwell\": pattern.StddevDwell,\n\t\t\t\t\t\t\"sample_count\": pattern.SampleCount,\n\t\t\t\t\t})\n\t\t\t\t}\n\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\"zone_id\": zoneID,\n\t\t\t\t\t\"patterns\": patterns,\n\t\t\t\t})\n\t\t\t})\n\n\t\t\tr.Get(\"/api/predictions/patterns/zone/{zoneID}/current\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tzoneID := chi.URLParam(r, \"zoneID\")\n\t\t\t\thourOfWeek := prediction.HourOfWeek(time.Now())\n\t\t\t\tpattern, err := predictionAccuracy.GetZoneOccupancyPattern(zoneID, hourOfWeek)\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\tif pattern == nil {\n\t\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\t\"zone_id\": zoneID,\n\t\t\t\t\t\t\"hour_of_week\": hourOfWeek,\n\t\t\t\t\t\t\"available\": false,\n\t\t\t\t\t\t\"message\": \"no pattern data available for this hour\",\n\t\t\t\t\t})\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\"zone_id\": zoneID,\n\t\t\t\t\t\"hour_of_week\": pattern.HourOfWeek,\n\t\t\t\t\t\"day_name\": prediction.DayNameFromHourOfWeek(pattern.HourOfWeek),\n\t\t\t\t\t\"hour_of_day\": pattern.HourOfWeek % 24,\n\t\t\t\t\t\"occupancy_prob\": pattern.OccupancyProb,\n\t\t\t\t\t\"mean_dwell_minutes\": pattern.MeanDwellMinutes,\n\t\t\t\t\t\"stddev_dwell\": pattern.StddevDwell,\n\t\t\t\t\t\"sample_count\": pattern.SampleCount,\n\t\t\t\t\t\"available\": true,\n\t\t\t\t})\n\t\t\t})\n\t\t}\n\n\t\t// Transition probabilities endpoints (require predictionStore)\n\t\tif predictionStore != nil {\n\t\t\tr.Get(\"/api/predictions/probabilities/{personID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpersonID := chi.URLParam(r, \"personID\")\n\t\t\t\thourOfWeek := prediction.HourOfWeek(time.Now())\n\n\t\t\t\t// Get current zone if available\n\t\t\t\tvar currentZoneID string\n\t\t\t\tif predictionHistory != nil {\n\t\t\t\t\tzoneID, _, _, ok := predictionHistory.GetPersonZone(personID)\n\t\t\t\t\tif ok {\n\t\t\t\t\t\tcurrentZoneID = zoneID\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\tresult := map[string]interface{}{\n\t\t\t\t\t\"person_id\": personID,\n\t\t\t\t\t\"hour_of_week\": hourOfWeek,\n\t\t\t\t\t\"current_zone\": currentZoneID,\n\t\t\t\t\t\"transitions\": []map[string]interface{}{},\n\t\t\t\t}\n\n\t\t\t\t// If we know current zone, get probabilities from there\n\t\t\t\tif currentZoneID != \"\" && zonesMgr != nil {\n\t\t\t\t\tprobs, err := predictionStore.GetTransitionProbabilitiesForFromZone(personID, currentZoneID, hourOfWeek)\n\t\t\t\t\tif err == nil {\n\t\t\t\t\t\ttransitions := make([]map[string]interface{}, len(probs))\n\t\t\t\t\t\tfor i, p := range probs {\n\t\t\t\t\t\t\tzoneName := p.ToZoneID\n\t\t\t\t\t\t\tif z := zonesMgr.GetZone(p.ToZoneID); z != nil {\n\t\t\t\t\t\t\t\tzoneName = z.Name\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\ttransitions[i] = map[string]interface{}{\n\t\t\t\t\t\t\t\t\"from_zone_id\": p.FromZoneID,\n\t\t\t\t\t\t\t\t\"to_zone_id\": p.ToZoneID,\n\t\t\t\t\t\t\t\t\"to_zone_name\": zoneName,\n\t\t\t\t\t\t\t\t\"probability\": p.Probability,\n\t\t\t\t\t\t\t\t\"sample_count\": p.Count,\n\t\t\t\t\t\t\t\t\"last_computed\": p.LastComputed,\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t\tresult[\"transitions\"] = transitions\n\t\t\t\t\t}\n\n\t\t\t\t\t// Also get dwell time stats\n\t\t\t\t\tdwellStats, err := predictionStore.GetDwellTimeStats(personID, currentZoneID, hourOfWeek)\n\t\t\t\t\tif err == nil && dwellStats != nil {\n\t\t\t\t\t\tresult[\"dwell_time\"] = map[string]interface{}{\n\t\t\t\t\t\t\t\"mean_minutes\": dwellStats.MeanMinutes,\n\t\t\t\t\t\t\t\"stddev_minutes\": dwellStats.StddevMinutes,\n\t\t\t\t\t\t\t\"sample_count\": dwellStats.Count,\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\twriteJSON(w, result)\n\t\t\t})\n\n\t\t\tr.Get(\"/api/predictions/probabilities/{personID}/zone/{zoneID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpersonID := chi.URLParam(r, \"personID\")\n\t\t\t\tzoneID := chi.URLParam(r, \"zoneID\")\n\t\t\t\thourOfWeek := prediction.HourOfWeek(time.Now())\n\n\t\t\t\tprobs, err := predictionStore.GetTransitionProbabilitiesForFromZone(personID, zoneID, hourOfWeek)\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\n\t\t\t\ttransitions := make([]map[string]interface{}, len(probs))\n\t\t\t\tfor i, p := range probs {\n\t\t\t\t\tzoneName := p.ToZoneID\n\t\t\t\t\tif zonesMgr != nil {\n\t\t\t\t\t\tif z := zonesMgr.GetZone(p.ToZoneID); z != nil {\n\t\t\t\t\t\t\tzoneName = z.Name\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\ttransitions[i] = map[string]interface{}{\n\t\t\t\t\t\t\"from_zone_id\": p.FromZoneID,\n\t\t\t\t\t\t\"to_zone_id\": p.ToZoneID,\n\t\t\t\t\t\t\"to_zone_name\": zoneName,\n\t\t\t\t\t\t\"probability\": p.Probability,\n\t\t\t\t\t\t\"sample_count\": p.Count,\n\t\t\t\t\t\t\"last_computed\": p.LastComputed,\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// Get dwell time stats\n\t\t\t\tvar dwellStats *prediction.DwellTimeStats\n\t\t\t\tdwellStats, _ = predictionStore.GetDwellTimeStats(personID, zoneID, hourOfWeek)\n\n\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\"person_id\": personID,\n\t\t\t\t\t\"from_zone_id\": zoneID,\n\t\t\t\t\t\"hour_of_week\": hourOfWeek,\n\t\t\t\t\t\"transitions\": transitions,\n\t\t\t\t\t\"dwell_time\": dwellStats,\n\t\t\t\t})\n\t\t\t})\n\n\t\t\tr.Get(\"/api/predictions/probabilities/{personID}/zone/{zoneID}/hour/{hour}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpersonID := chi.URLParam(r, \"personID\")\n\t\t\t\tzoneID := chi.URLParam(r, \"zoneID\")\n\t\t\t\thourStr := chi.URLParam(r, \"hour\")\n\t\t\t\thourOfWeek := 0\n\t\t\t\t_, _ = fmt.Sscanf(hourStr, \"%d\", &hourOfWeek)\n\t\t\t\tif hourOfWeek < 0 || hourOfWeek > 167 {\n\t\t\t\t\thttp.Error(w, \"hour must be 0-167\", http.StatusBadRequest)\n\t\t\t\t\treturn\n\t\t\t\t}\n\n\t\t\t\tprobs, err := predictionStore.GetTransitionProbabilitiesForFromZone(personID, zoneID, hourOfWeek)\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\n\t\t\t\ttransitions := make([]map[string]interface{}, len(probs))\n\t\t\t\tfor i, p := range probs {\n\t\t\t\t\tzoneName := p.ToZoneID\n\t\t\t\t\tif zonesMgr != nil {\n\t\t\t\t\t\tif z := zonesMgr.GetZone(p.ToZoneID); z != nil {\n\t\t\t\t\t\t\tzoneName = z.Name\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\ttransitions[i] = map[string]interface{}{\n\t\t\t\t\t\t\"from_zone_id\": p.FromZoneID,\n\t\t\t\t\t\t\"to_zone_id\": p.ToZoneID,\n\t\t\t\t\t\t\"to_zone_name\": zoneName,\n\t\t\t\t\t\t\"probability\": p.Probability,\n\t\t\t\t\t\t\"sample_count\": p.Count,\n\t\t\t\t\t\t\"last_computed\": p.LastComputed,\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\"person_id\": personID,\n\t\t\t\t\t\"from_zone_id\": zoneID,\n\t\t\t\t\t\"hour_of_week\": hourOfWeek,\n\t\t\t\t\t\"day_name\": prediction.DayNameFromHourOfWeek(hourOfWeek),\n\t\t\t\t\t\"hour_of_day\": hourOfWeek % 24,\n\t\t\t\t\t\"transitions\": transitions,\n\t\t\t\t})\n\t\t\t})\n\n\t\t\t// Get sample count for a slot\n\t\t\tr.Get(\"/api/predictions/samples/{personID}/zone/{zoneID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpersonID := chi.URLParam(r, \"personID\")\n\t\t\t\tzoneID := chi.URLParam(r, \"zoneID\")\n\t\t\t\thourOfWeek := prediction.HourOfWeek(time.Now())\n\n\t\t\t\tcount, err := predictionStore.GetTransitionCountForSlot(personID, zoneID, hourOfWeek)\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\n\t\t\t\tdataAge := predictionStore.GetDataAge()\n\n\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\"person_id\": personID,\n\t\t\t\t\t\"zone_id\": zoneID,\n\t\t\t\t\t\"hour_of_week\": hourOfWeek,\n\t\t\t\t\t\"sample_count\": count,\n\t\t\t\t\t\"minimum_samples\": prediction.MinimumSamplesPerSlot,\n\t\t\t\t\t\"has_sufficient_data\": count >= prediction.MinimumSamplesPerSlot,\n\t\t\t\t\t\"data_age_days\": dataAge.Hours() / 24,\n\t\t\t\t\t\"model_ready\": dataAge >= prediction.MinimumDataAge,\n\t\t\t\t})\n\t\t\t})\n\t\t}\n\n\t\t// Horizon prediction endpoint\n\t\tif predictionHorizon != nil {\n\t\t\tr.Get(\"/api/predictions/horizon\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpredictions := predictionHorizon.UpdateAllPredictions()\n\t\t\t\twriteJSON(w, predictions)\n\t\t\t})\n\n\t\t\tr.Get(\"/api/predictions/horizon/{personID}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpersonID := chi.URLParam(r, \"personID\")\n\t\t\t\t// Get current zone from history\n\t\t\t\tif predictionHistory == nil {\n\t\t\t\t\thttp.Error(w, \"prediction history not available\", http.StatusServiceUnavailable)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\tzoneID, _, _, ok := predictionHistory.GetPersonZone(personID)\n\t\t\t\tif !ok || zoneID == \"\" {\n\t\t\t\t\thttp.Error(w, \"person not currently tracked\", http.StatusNotFound)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\tpred := predictionHorizon.PredictAtHorizon(personID, zoneID, prediction.PredictionHorizon)\n\t\t\t\twriteJSON(w, pred)\n\t\t\t})\n\t\t}\n\t}\n\n\t// Phase 6: Learning feedback REST API\n\tvar learningHandler *learning.Handler\n\tif feedbackStore != nil {\n\t\tlearningHandler = learning.NewHandler(feedbackStore, feedbackProcessor, accuracyComputer)\n\t\tlearningHandler.RegisterRoutes(r)\n\t}\n\n\t// Phase 8: Simple feedback API for timeline\n\tfeedbackHandler := api.NewFeedbackHandler(eventsHandler)\n\tif learningHandler != nil {\n\t\tfeedbackHandler.SetLearningHandler(learningHandler)\n\t}\n\tfeedbackHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Feedback API registered at /api/feedback\")\n\n\t// Phase 8: Guided troubleshooting API\n\tguidedHandler := api.NewGuidedHandler(guidedMgr)\n\tguidedHandler.SetZonesHandler(zonesMgr)\n\tguidedHandler.SetNodesHandler(fleetReg)\n\tguidedHandler.SetDiagnosticsHandler(diagnosticEngine)\n\tguidedHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Guided troubleshooting API registered at /api/guided/*\")\n\n\t// Phase 6: Detection explainability API\n\texplainabilityHandler = explainability.NewHandler()\n\texplainabilityHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Detection explainability API enabled\")\n\n\t// Phase 6: Self-improving localization REST API\n\tif selfImprovingLocalizer != nil {\n\t\tr.Get(\"/api/localization/progress\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tprogress := selfImprovingLocalizer.GetLearningProgress()\n\t\t\twriteJSON(w, progress)\n\t\t})\n\n\t\tr.Get(\"/api/localization/weights\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tweights := selfImprovingLocalizer.GetLearnedWeights()\n\t\t\twriteJSON(w, weights)\n\t\t})\n\n\t\tr.Get(\"/api/localization/ground-truth\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tallGT := selfImprovingLocalizer.GetAllGroundTruth()\n\t\t\twriteJSON(w, allGT)\n\t\t})\n\n\t\tr.Get(\"/api/localization/sigmas\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tengine := selfImprovingLocalizer.GetEngine()\n\t\t\tif engine == nil || engine.GetLearnedWeights() == nil {\n\t\t\t\twriteJSON(w, map[string]float64{})\n\t\t\t\treturn\n\t\t\t}\n\t\t\tsigmas := engine.GetLearnedWeights().GetAllSigmas()\n\t\t\twriteJSON(w, sigmas)\n\t\t})\n\n\t\tr.Get(\"/api/localization/stats\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tengine := selfImprovingLocalizer.GetEngine()\n\t\t\tif engine == nil || engine.GetLearnedWeights() == nil {\n\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\"links\": 0,\n\t\t\t\t\t\"error\": \"engine not available\",\n\t\t\t\t})\n\t\t\t\treturn\n\t\t\t}\n\t\t\tstats := engine.GetLearnedWeights().GetAllStats()\n\t\t\tresult := make(map[string]interface{})\n\t\t\ttotalObs := int64(0)\n\t\t\ttotalCorrect := int64(0)\n\t\t\tfor linkID, s := range stats {\n\t\t\t\tresult[linkID] = map[string]interface{}{\n\t\t\t\t\t\"observation_count\": s.ObservationCount,\n\t\t\t\t\t\"correct_count\": s.CorrectCount,\n\t\t\t\t\t\"avg_error_m\": s.ErrorSum / math.Max(1, float64(s.ObservationCount)),\n\t\t\t\t\t\"last_error_m\": s.LastError,\n\t\t\t\t\t\"weight_adjustments\": s.WeightAdjustments,\n\t\t\t\t}\n\t\t\t\ttotalObs += s.ObservationCount\n\t\t\t\ttotalCorrect += s.CorrectCount\n\t\t\t}\n\t\t\tresult[\"_summary\"] = map[string]interface{}{\n\t\t\t\t\"total_links\": len(stats),\n\t\t\t\t\"total_observations\": totalObs,\n\t\t\t\t\"total_correct\": totalCorrect,\n\t\t\t\t\"accuracy\": float64(totalCorrect) / math.Max(1, float64(totalObs)),\n\t\t\t}\n\t\t\twriteJSON(w, result)\n\t\t})\n\n\t\tr.Post(\"/api/localization/reset\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t// Reset all learned weights to defaults\n\t\t\tengine := selfImprovingLocalizer.GetEngine()\n\t\t\tif engine != nil {\n\t\t\t\tengine.SetLearnedWeights(localization.NewLearnedWeights())\n\t\t\t\tif weightStore != nil {\n\t\t\t\t\tweightStore.SaveWeights(localization.NewLearnedWeights()) //nolint:errcheck\n\t\t\t\t}\n\t\t\t}\n\t\t\twriteJSON(w, map[string]string{\"status\": \"reset\"})\n\t\t})\n\n\t\t// Improvement tracking endpoint - shows how localization accuracy improves over time\n\t\tr.Get(\"/api/localization/improvement\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tstats := selfImprovingLocalizer.GetImprovementStats()\n\t\t\thistory := selfImprovingLocalizer.GetImprovementHistory()\n\n\t\t\tresult := map[string]interface{}{\n\t\t\t\t\"stats\": stats,\n\t\t\t\t\"history\": history,\n\t\t\t}\n\t\t\twriteJSON(w, result)\n\t\t})\n\n\t\t// Spatial weights endpoints\n\t\tif spatialWeightLearner != nil {\n\t\t\tr.Get(\"/api/accuracy/weights\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tweights := spatialWeightLearner.GetAllWeights()\n\t\t\t\tstats := spatialWeightLearner.GetWeightStats()\n\t\t\t\tresult := map[string]interface{}{\n\t\t\t\t\t\"weights\": weights,\n\t\t\t\t\t\"stats\": stats,\n\t\t\t\t}\n\t\t\t\twriteJSON(w, result)\n\t\t\t})\n\n\t\t\tr.Get(\"/api/accuracy/weights/{zoneX}/{zoneY}\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tzoneX, _ := strconv.Atoi(chi.URLParam(r, \"zoneX\"))\n\t\t\t\tzoneY, _ := strconv.Atoi(chi.URLParam(r, \"zoneY\"))\n\t\t\t\tweights := spatialWeightLearner.GetWeightsForZone(zoneX, zoneY)\n\t\t\t\twriteJSON(w, weights)\n\t\t\t})\n\t\t}\n\n\t\t// Position accuracy endpoints\n\t\tif groundTruthStore != nil {\n\t\t\tr.Get(\"/api/accuracy/position\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tstats, err := groundTruthStore.GetPositionImprovementStats()\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\twriteJSON(w, stats)\n\t\t\t})\n\n\t\t\tr.Get(\"/api/accuracy/position/history\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tweeksStr := r.URL.Query().Get(\"weeks\")\n\t\t\t\tweeks := 8\n\t\t\t\tif weeksStr != \"\" {\n\t\t\t\t\tif n, err := strconv.Atoi(weeksStr); err == nil && n > 0 {\n\t\t\t\t\t\tweeks = n\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\thistory, err := groundTruthStore.GetPositionAccuracyHistory(weeks)\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\twriteJSON(w, history)\n\t\t\t})\n\n\t\t\tr.Get(\"/api/accuracy/samples\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tzoneCounts, err := groundTruthStore.GetZoneSampleCounts()\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\tpersonCounts, err := groundTruthStore.GetSampleCountByPerson()\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\ttotal, err := groundTruthStore.GetTotalSampleCount()\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\ttoday, err := groundTruthStore.GetSamplesTodayCount()\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\n\t\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\t\"total_samples\": total,\n\t\t\t\t\t\"samples_today\": today,\n\t\t\t\t\t\"zone_counts\": zoneCounts,\n\t\t\t\t\t\"person_counts\": personCounts,\n\t\t\t\t\t\"zones_with_data\": len(zoneCounts),\n\t\t\t\t\t\"persons_with_data\": len(personCounts),\n\t\t\t\t})\n\t\t\t})\n\n\t\t\tr.Get(\"/api/accuracy/samples/recent\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tlimitStr := r.URL.Query().Get(\"limit\")\n\t\t\t\tlimit := 100\n\t\t\t\tif limitStr != \"\" {\n\t\t\t\t\tif n, err := strconv.Atoi(limitStr); err == nil && n > 0 {\n\t\t\t\t\t\tlimit = n\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\tsamples, err := groundTruthStore.GetRecentSamples(limit)\n\t\t\t\tif err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\twriteJSON(w, samples)\n\t\t\t})\n\n\t\t\t// Trigger weekly accuracy computation\n\t\t\tr.Post(\"/api/accuracy/position/compute\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tweek := localization.GetWeekString(time.Now())\n\t\t\t\tif err := groundTruthStore.ComputeWeeklyAccuracy(week); err != nil {\n\t\t\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\t\t\t\treturn\n\t\t\t\t}\n\t\t\t\twriteJSON(w, map[string]string{\"status\": \"computed\", \"week\": week})\n\t\t\t})\n\t\t}\n\n\t\tlog.Printf(\"[INFO] Self-improving localization API registered at /api/localization/*\")\n\t}\n\n\t// Phase 6: Anomaly detection REST API\n\tif anomalyDetector != nil {\n\t\tanomalyHandler := analytics.NewAnomalyHandler(anomalyDetector)\n\t\tanomalyHandler.RegisterRoutes(r)\n\n\t\t// Security mode API (arm, disarm, status)\n\t\tsecurityHandler := api.NewSecurityHandler(anomalyDetector)\n\t\tsecurityHandler.RegisterRoutes(r)\n\n\t\t// GET /api/security — per plan spec returns {security_mode, armed_at}\n\t\tr.Get(\"/api/security\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tarmed := anomalyDetector.IsSecurityModeActive()\n\t\t\tvar armedAt interface{}\n\t\t\tif t := anomalyDetector.GetArmedAt(); t != nil {\n\t\t\t\tarmedAt = t.Format(time.RFC3339)\n\t\t\t}\n\t\t\twriteJSON(w, map[string]interface{}{\n\t\t\t\t\"security_mode\": armed,\n\t\t\t\t\"armed_at\": armedAt,\n\t\t\t})\n\t\t})\n\n\t\tr.Post(\"/api/security/acknowledge-all\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\tvar req struct {\n\t\t\t\tFeedback string `json:\"feedback\"`\n\t\t\t\tBy string `json:\"acknowledged_by\"`\n\t\t\t}\n\t\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\t\t\thttp.Error(w, err.Error(), http.StatusBadRequest)\n\t\t\t\treturn\n\t\t\t}\n\n\t\t\tanomalies := anomalyDetector.GetActiveAnomalies()\n\t\t\tacknowledged := 0\n\t\t\tfor _, a := range anomalies {\n\t\t\t\tif err := anomalyDetector.AcknowledgeAnomaly(a.ID, req.Feedback, req.By); err == nil {\n\t\t\t\t\tacknowledged++\n\t\t\t\t}\n\t\t\t}\n\t\t\twriteJSON(w, map[string]int{\"acknowledged\": acknowledged, \"total\": len(anomalies)})\n\t\t})\n\t}\n\n\t// Phase 6: Sleep quality REST API (handler created earlier with monitor)\n\tsleepHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Sleep quality API registered at /api/sleep/*\")\n\n\t// Phase 8: Morning briefing REST API\n\tif briefingHandler != nil {\n\t\t// Set up providers for briefing generation\n\t\t// Zone provider wraps zones manager\n\t\tvar zoneProvider briefing.ZoneProvider\n\t\tif zonesMgr != nil {\n\t\t\tzoneProvider = &zoneManagerAdapter{zonesMgr: zonesMgr}\n\t\t}\n\n\t\t// Person provider wraps BLE registry and prediction history\n\t\tvar personProvider briefing.PersonProvider\n\t\tif bleRegistry != nil && predictionHistory != nil {\n\t\t\tpersonProvider = &personProviderAdapter{\n\t\t\t\tbleRegistry: bleRegistry,\n\t\t\t\tpredictionHistory: predictionHistory,\n\t\t\t}\n\t\t}\n\n\t\t// Prediction provider wraps predictor\n\t\tvar predictionProvider briefing.PredictionProvider\n\t\tif predictionPredictor != nil && predictionAccuracy != nil {\n\t\t\tpredictionProvider = &predictionProviderAdapter{\n\t\t\t\tpredictor: predictionPredictor,\n\t\t\t\taccuracy: predictionAccuracy,\n\t\t\t}\n\t\t}\n\n\t\t// Health provider wraps accuracy computer\n\t\tvar healthProvider briefing.HealthProvider\n\t\tif accuracyComputer != nil && fleetReg != nil {\n\t\t\thealthProvider = &healthProviderAdapter{\n\t\t\t\taccuracy: accuracyComputer,\n\t\t\t\tfleet: fleetReg,\n\t\t\t}\n\t\t}\n\n\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n\t\tbriefingHandler.RegisterRoutes(r)\n\t\tlog.Printf(\"[INFO] Morning briefing API registered at /api/briefing/*\")\n\t}\n\n\t// Phase 6: Tracked blobs REST API (for testing and external integrations)\n\tr.Get(\"/api/blobs\", func(w http.ResponseWriter, r *http.Request) {\n\t\tblobs := pm.GetTrackedBlobs()\n\t\twriteJSON(w, blobs)\n\t})\n\tlog.Printf(\"[INFO] Tracked blobs API registered at /api/blobs\")\n\n\t// Tracks REST API (BLE-to-blob identity enriched tracked people)\n\ttracksHandler := api.NewTracksHandlerFromSignal(pm)\n\ttracksHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Tracks API registered at /api/tracks\")\n\n\t// System status and occupancy REST API\n\tstatusHandler := api.NewStatusHandler(startupTotalStart, func() int { return len(ingestSrv.GetConnectedNodes()) })\n\tstatusHandler.SetProcessorManager(pm)\n\tstatusHandler.SetZonesManager(zonesMgr)\n\tstatusHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Status API registered at /api/status and /api/occupancy\")\n\n\t// Diurnal baseline REST API\n\tdiurnalHandler := api.NewDiurnalHandlerFromSignal(pm)\n\tdiurnalHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Diurnal baseline API registered at /api/diurnal/*\")\n\n\t// Baseline REST API — read and capture baseline snapshots\n\tbaselineHandler := api.NewBaselineHandler(mainDB)\n\tbaselineHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Baseline API registered at /api/baseline/*\")\n\n\t// Backup API — streams a zip of all databases via SQLite Online Backup API\n\tbackupHandler := api.NewBackupHandler(cfg.DataDir, version)\n\tr.Get(\"/api/backup\", backupHandler.HandleBackup)\n\tlog.Printf(\"[INFO] Backup API registered at /api/backup\")\n\n\t// Phase 8: Pre-deployment simulator REST API\n\tsimulatorHandler := api.NewSimulatorHandler()\n\tsimulatorHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Pre-deployment simulator API registered at /api/simulator/*\")\n\n\t// Events timeline REST API (uses shared mainDB)\n\t// eventsHandler was created earlier to allow fusion loop to log detection events\n\teventsHandler.SetHub(dashboardHub)\n\teventsHandler.RegisterRoutes(r)\n\tlog.Printf(\"[INFO] Events timeline API registered at /api/events/*\")\n\n\t// Start nightly events archive scheduler (runs at 02:00 local time)\n\tarchiveDone := make(chan struct{})\n\tevents.StartArchiveScheduler(mainDB, archiveDone)\n\tdefer close(archiveDone)\n\n\t// Seed firmware from image-baked binaries into the persistent data dir on first run\n\tseedFirmwareDir(cfg.DataDir, cfg.SeedFirmwareDir)\n\n\t// OTA firmware server and manager\n\tfirmwareDir := filepath.Join(cfg.DataDir, \"firmware\")\n\totaSrv := ota.NewServer(firmwareDir)\n\totaMgr := ota.NewManager(otaSrv, \"http://\"+cfg.BindAddr)\n\totaMgr.SetSender(ingestSrv)\n\tingestSrv.SetOTAManager(otaMgr)\n\tfleetHandler.SetOTAManager(otaMgr)\n\tlog.Printf(\"[INFO] OTA firmware server at %s\", firmwareDir)\n\n\t// OTA REST API\n\tr.Get(\"/api/firmware\", otaSrv.HandleList)\n\tr.Post(\"/api/firmware/upload\", otaSrv.HandleUpload)\n\tr.Get(\"/firmware/{filename}\", otaSrv.HandleServe)\n\tr.Get(\"/api/firmware/progress\", func(w http.ResponseWriter, r *http.Request) {\n\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n\t\t_ = json.NewEncoder(w).Encode(otaMgr.GetProgress())\n\t})\n\tr.Post(\"/api/firmware/ota-all\", func(w http.ResponseWriter, r *http.Request) {\n\t\t// Rolling update of all connected nodes\n\t\tgo func() {\n\t\t\tctx, cancel := context.WithTimeout(context.Background(), 10*time.Minute)\n\t\t\tdefer cancel()\n\t\t\tif err := otaMgr.SendOTAAll(ctx, 60*time.Second); err != nil {\n\t\t\t\tlog.Printf(\"[ERROR] Rolling OTA failed: %v\", err)\n\t\t\t}\n\t\t}()\n\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n\t\tw.WriteHeader(http.StatusAccepted)\n\t\t_ = json.NewEncoder(w).Encode(map[string]string{\"status\": \"started\"})\n\t})\n\n\t// Auto-update manager with canary strategy and quiet window\n\tvar autoUpdateMgr *ota.AutoUpdateManager\n\tif err := startup.SubsystemStart(startupCtx, \"Auto-update manager\", func(ctx context.Context) error {\n\t\tautoUpdateMgr = ota.NewAutoUpdateManager(otaSrv, otaMgr, zonesTz)\n\n\t\t// Wire up settings provider\n\t\tautoUpdateMgr.SetSettingsProvider(settingsHandler)\n\n\t\t// Wire up quality provider from link weather diagnostics\n\t\tif weatherDiagnostics != nil {\n\t\t\tqualityProvider := autoupdate.NewQualityProvider(weatherDiagnostics)\n\t\t\tautoUpdateMgr.SetQualityProvider(qualityProvider)\n\t\t}\n\n\t\t// Wire up node provider from fleet registry\n\t\tif fleetReg != nil {\n\t\t\tnodeProvider := autoupdate.NewNodeProviderWithConnected(fleetReg, weatherDiagnostics, fleetMgr)\n\t\t\tautoUpdateMgr.SetNodeProvider(nodeProvider)\n\t\t}\n\n\t\t// Wire up event notifier\n\t\tautoUpdateMgr.SetEventNotifier(autoupdate.NewEventNotifier())\n\n\t\t// Wire up zone vacancy checker\n\t\tzoneVacancyChecker := autoupdate.NewZoneVacancyChecker(10 * time.Minute)\n\t\tif zonesMgr != nil {\n\t\t\t// Set function to get all zone IDs\n\t\t\tzoneVacancyChecker.SetAllZonesGetter(func() []string {\n\t\t\t\tzones := zonesMgr.GetAllZones()\n\t\t\t\tids := make([]string, 0, len(zones))\n\t\t\t\tfor _, z := range zones {\n\t\t\t\t\tif z.Enabled {\n\t\t\t\t\t\tids = append(ids, z.ID)\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\treturn ids\n\t\t\t})\n\n\t\t\t// Set function to get occupancy for a specific zone\n\t\t\tzoneVacancyChecker.SetZoneOccupancyGetter(func(zoneID string) (int, time.Time, bool) {\n\t\t\t\tocc := zonesMgr.GetZoneOccupancy(zoneID)\n\t\t\t\tif occ == nil {\n\t\t\t\t\treturn 0, time.Time{}, false\n\t\t\t\t}\n\t\t\t\treturn occ.Count, occ.LastUpdated, true\n\t\t\t})\n\t\t}\n\t\tautoUpdateMgr.SetZoneVacancyChecker(zoneVacancyChecker)\n\n\t\t// Set dashboard broadcaster for real-time progress updates\n\t\totaMgr.SetDashboardBroadcaster(autoupdate.NewDashboardBroadcaster(dashboardHub))\n\n\t\t// Start background loop\n\t\tautoUpdateMgr.Start(ctx)\n\n\t\treturn nil\n\t}); err != nil {\n\t\tlog.Printf(\"[WARN] Failed to start auto-update manager: %v\", err)\n\t} else {\n\t\tdefer func() {\n\t\t\tif autoUpdateMgr != nil {\n\t\t\t\tautoUpdateMgr.Stop()\n\t\t\t}\n\t\t}()\n\t\tlog.Printf(\"[INFO] Auto-update manager started (canary strategy, quiet window)\")\n\n\t\t// Auto-update REST API\n\t\tif autoUpdateMgr != nil {\n\t\t\tautoAPIHandler := ota.NewAutoAPIHandler(autoUpdateMgr, zonesTz)\n\t\t\tautoAPIHandler.RegisterRoutes(r)\n\t\t\tlog.Printf(\"[INFO] Auto-update API registered\")\n\n\t\t\t\t// Wire up firmware upload callback to trigger auto-update check\n\t\t\t\totaSrv.SetUploadCallback(autoUpdateMgr.OnFirmwareUploaded)\n\t\t}\n\t\t}\n\n\t// Provisioning API (used by onboarding wizard)\n\t_, msPortStr, _ := net.SplitHostPort(cfg.BindAddr)\n\tmsPort, _ := strconv.Atoi(msPortStr)\n\tif msPort == 0 {\n\t\tmsPort = 8080\n\t}\n\tprovSrv := provisioning.NewServer(cfg.DataDir, cfg.MDNSName, msPort, cfg.NTPServer, cfg.InstallSecret)\n\tr.Post(\"/api/provision\", provSrv.HandleProvision)\n\tingestSrv.SetTokenValidator(provSrv.ValidateToken)\n\tif cfg.MigrationWindowHours > 0 {\n\t\tdeadline := time.Now().Add(time.Duration(cfg.MigrationWindowHours) * time.Hour)\n\t\tingestSrv.SetMigrationDeadline(deadline)\n\t\tlog.Printf(\"[INFO] Migration window open until %s (%d h)\", deadline.Format(time.RFC3339), cfg.MigrationWindowHours)\n\t}\n\n\t// Firmware manifest for esp-web-tools (onboarding wizard flashing)\n\tr.Get(\"/api/firmware/manifest\", func(w http.ResponseWriter, r *http.Request) {\n\t\tlatest := otaSrv.GetLatest()\n\t\tmanifest := map[string]interface{}{\n\t\t\t\"name\": \"Spaxel Node\",\n\t\t\t\"version\": version,\n\t\t\t\"new_install_prompt_erase\": true,\n\t\t\t\"builds\": []map[string]interface{}{},\n\t\t}\n\n\t\tif latest != nil {\n\t\t\tmanifest[\"builds\"] = []map[string]interface{}{\n\t\t\t\t{\n\t\t\t\t\t\"chipFamily\": \"ESP32-S3\",\n\t\t\t\t\t\"parts\": []map[string]interface{}{\n\t\t\t\t\t\t{\n\t\t\t\t\t\t\t\"path\": \"/firmware/\" + latest.Filename,\n\t\t\t\t\t\t\t\"offset\": 0,\n\t\t\t\t\t\t},\n\t\t\t\t\t},\n\t\t\t\t},\n\t\t\t}\n\t\t}\n\n\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n\t\tjson.NewEncoder(w).Encode(manifest) //nolint:errcheck\n\t})\n\n\tgo dashboardHub.Run()\n\n\tr.HandleFunc(\"/ws/dashboard\", dashboardSrv.HandleDashboardWS)\n\n\t// Serve ambient mode page\n\tr.Get(\"/ambient\", func(w http.ResponseWriter, r *http.Request) {\n\t\tstaticDir := cfg.StaticDir\n\t\tif staticDir == \"\" {\n\t\t\tstaticDir = findDashboardDir()\n\t\t}\n\t\tif staticDir != \"\" {\n\t\t\tambientPath := filepath.Join(staticDir, \"ambient.html\")\n\t\t\tif _, err := os.Stat(ambientPath); err == nil {\n\t\t\t\thttp.ServeFile(w, r, ambientPath)\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t\thttp.NotFound(w, r)\n\t})\n\n\t// Serve fleet status page\n\tr.Get(\"/fleet\", func(w http.ResponseWriter, r *http.Request) {\n\t\tstaticDir := cfg.StaticDir\n\t\tif staticDir == \"\" {\n\t\t\tstaticDir = findDashboardDir()\n\t\t}\n\t\tif staticDir != \"\" {\n\t\t\tfleetPath := filepath.Join(staticDir, \"fleet.html\")\n\t\t\tif _, err := os.Stat(fleetPath); err == nil {\n\t\t\t\thttp.ServeFile(w, r, fleetPath)\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t\thttp.NotFound(w, r)\n\t})\n\n\tr.Get(\"/live\", func(w http.ResponseWriter, r *http.Request) {\n\t\tstaticDir := cfg.StaticDir\n\t\tif staticDir == \"\" {\n\t\t\tstaticDir = findDashboardDir()\n\t\t}\n\t\tif staticDir != \"\" {\n\t\t\tlivePath := filepath.Join(staticDir, \"live.html\")\n\t\t\tif _, err := os.Stat(livePath); err == nil {\n\t\t\t\thttp.ServeFile(w, r, livePath)\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t\thttp.NotFound(w, r)\n\t})\n\n\tr.Get(\"/setup\", func(w http.ResponseWriter, r *http.Request) {\n\t\tstaticDir := cfg.StaticDir\n\t\tif staticDir == \"\" {\n\t\t\tstaticDir = findDashboardDir()\n\t\t}\n\t\tif staticDir != \"\" {\n\t\t\tsetupPath := filepath.Join(staticDir, \"setup.html\")\n\t\t\tif _, err := os.Stat(setupPath); err == nil {\n\t\t\t\thttp.ServeFile(w, r, setupPath)\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t\thttp.NotFound(w, r)\n\t})\n\n\t// Serve simple mode page\n\tr.Get(\"/simple\", func(w http.ResponseWriter, r *http.Request) {\n\t\tstaticDir := cfg.StaticDir\n\t\tif staticDir == \"\" {\n\t\t\tstaticDir = findDashboardDir()\n\t\t}\n\t\tif staticDir != \"\" {\n\t\t\tsimplePath := filepath.Join(staticDir, \"simple.html\")\n\t\t\tif _, err := os.Stat(simplePath); err == nil {\n\t\t\t\thttp.ServeFile(w, r, simplePath)\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t\thttp.NotFound(w, r)\n\t})\n\n\t// Serve dashboard static files\n\tstaticDir := cfg.StaticDir\n\tif staticDir == \"\" {\n\t\tstaticDir = findDashboardDir()\n\t}\n\n\tif staticDir != \"\" {\n\t\tif _, err := os.Stat(staticDir); err == nil {\n\t\t\tlog.Printf(\"[INFO] Serving dashboard from %s\", staticDir)\n\t\t\tr.Get(\"/*\", func(w http.ResponseWriter, r *http.Request) {\n\t\t\t\tpath := filepath.Join(staticDir, r.URL.Path)\n\n\t\t\t\tif info, err := os.Stat(path); err == nil && info.IsDir() {\n\t\t\t\t\tpath = filepath.Join(path, \"index.html\")\n\t\t\t\t}\n\n\t\t\t\tif _, err := os.Stat(path); err == nil {\n\t\t\t\t\thttp.ServeFile(w, r, path)\n\t\t\t\t\treturn\n\t\t\t\t}\n\n\t\t\t\tif filepath.Ext(r.URL.Path) == \"\" {\n\t\t\t\t\thttp.ServeFile(w, r, filepath.Join(staticDir, \"index.html\"))\n\t\t\t\t\treturn\n\t\t\t\t}\n\n\t\t\t\thttp.NotFound(w, r)\n\t\t\t})\n\t\t} else {\n\t\t\tlog.Printf(\"[WARN] Dashboard directory not found: %s\", staticDir)\n\t\t}\n\t} else {\n\t\tlog.Printf(\"[WARN] No dashboard directory found, static files not served\")\n\t}\n\n\t// Phase 5 complete — all subsystems initialized\n\tphase5Done()\n\n\t// Phase 6: HTTP + mDNS\n\tstartup.CheckTimeout(startupCtx)\n\tphase6Done := startup.Phase(6, \"HTTP + mDNS\")\n\n\t// mDNS advertisement\n\tvar mdnsServer *mdns.Server\n\tif cfg.MDNSEnabled {\n\t\tservice, err := mdns.NewMDNSService(\n\t\t\tcfg.MDNSName,\n\t\t\t\"_spaxel._tcp\",\n\t\t\t\"local.\",\n\t\t\t\"\",\n\t\t\t8080,\n\t\t\tnil,\n\t\t\t[]string{\"version=1\", \"ws=/ws/node\", \"dashboard=/ws/dashboard\"},\n\t\t)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[ERROR] Failed to create mDNS service: %v\", err)\n\t\t} else {\n\t\t\tmdnsServer, err = mdns.NewServer(&mdns.Config{Zone: service})\n\t\t\tif err != nil {\n\t\t\t\tlog.Printf(\"[ERROR] Failed to start mDNS server: %v\", err)\n\t\t\t} else {\n\t\t\t\tlog.Printf(\"[INFO] mDNS advertising %s._spaxel._tcp.local:8080\", cfg.MDNSName)\n\t\t\t}\n\t\t}\n\t}\n\n\t// Phase 6: Pre-flight diagnostics API\n\t// Get install secret from database for doctor checker\n\tvar installSecret []byte\n\terr = mainDB.QueryRow(\"SELECT install_secret FROM auth WHERE id = 1\").Scan(&installSecret)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to load install secret for doctor: %v\", err)\n\t\tinstallSecret = nil\n\t}\n\n\tdoctorChecker := doctor.New(doctor.Config{\n\t\tDB: mainDB,\n\t\tDataDir: cfg.DataDir,\n\t\tFirmwareDir: cfg.SeedFirmwareDir,\n\t\tMDNSEnabled: cfg.MDNSEnabled,\n\t\tMQTTBroker: cfg.MQTTBroker,\n\t\tNTPServer: cfg.NTPServer,\n\t\tInstallSecret: installSecret,\n\t\tFleetGetNodes: func() ([]doctor.NodeInfo, error) {\n\t\t\tnodes, err := fleetReg.GetAllNodes()\n\t\t\tif err != nil {\n\t\t\t\treturn nil, err\n\t\t\t}\n\t\t\tresult := make([]doctor.NodeInfo, len(nodes))\n\t\t\tfor i, n := range nodes {\n\t\t\t\tresult[i] = doctor.NodeInfo{MAC: n.MAC}\n\t\t\t}\n\t\t\treturn result, nil\n\t\t},\n\t\tMDNSIsRegistered: func() bool {\n\t\t\treturn mdnsServer != nil\n\t\t},\n\t})\n\tif authHandler != nil {\n\t\tr.Get(\"/api/doctor\", doctorChecker.Handler(authHandler.RequireAuth))\n\t\tlog.Printf(\"[INFO] Doctor diagnostics API registered at /api/doctor\")\n\t} else {\n\t\tlog.Printf(\"[WARN] Auth handler not available, doctor endpoint requires auth\")\n\t}\n\n\tsrv := &http.Server{\n\t\tAddr: cfg.BindAddr,\n\t\tHandler: r,\n\t\tReadTimeout: 10 * time.Second,\n\t\tWriteTimeout: 30 * time.Second,\n\t}\n\n\tgo func() {\n\t\tlog.Printf(\"[INFO] HTTP server listening on %s\", cfg.BindAddr)\n\t\tif err := srv.ListenAndServe(); err != nil && err != http.ErrServerClosed {\n\t\t\tlog.Fatalf(\"[FATAL] HTTP server error: %v\", err)\n\t\t}\n\t}()\n\tphase6Done()\n\n\t// Phase 7: Health check and readiness\n\tstartup.CheckTimeout(startupCtx)\n\tphase7Done := startup.Phase(7, \"Health\")\n\n\t// Verify healthz responds\n\thealthURL := fmt.Sprintf(\"http://%s/healthz\", cfg.BindAddr)\n\thealthCtx, healthCancel := context.WithTimeout(context.Background(), 3*time.Second)\n\tdefer healthCancel()\n\treq, reqErr := http.NewRequestWithContext(healthCtx, http.MethodGet, healthURL, nil)\n\tif reqErr == nil {\n\t\tif resp, err := http.DefaultClient.Do(req); err == nil {\n\t\t\t_ = resp.Body.Close()\n\t\t\tif resp.StatusCode == http.StatusOK {\n\t\t\t\tlog.Printf(\"[INFO] Health check passed (HTTP %d)\", resp.StatusCode)\n\t\t\t} else {\n\t\t\t\tlog.Printf(\"[WARN] Health check returned HTTP %d\", resp.StatusCode)\n\t\t\t}\n\t\t} else {\n\t\t\tlog.Printf(\"[WARN] Health check failed: %v (continuing anyway)\", err)\n\t\t}\n\t}\n\n\t// Write ready marker file\n\tif err := startup.WriteReadyFile(); err != nil {\n\t\tlog.Printf(\"[WARN] Failed to write ready file: %v\", err)\n\t}\n\n\tphase7Done()\n\tstartupTotalElapsed := time.Since(startupTotalStart)\n\tlog.Printf(\"[READY] All 7 phases completed in %dms\", startupTotalElapsed.Milliseconds())\n\tstartupCancel() // Release startup timeout context\n\n\tsig := <-sigChan\n\tlog.Printf(\"[INFO] Received signal %v, initiating graceful shutdown\", sig)\n\n\t// Remove ready marker on shutdown\n\tstartup.RemoveReadyFile()\n\n\t// Create shutdown manager with 30-second deadline\n\tshutdownMgr := shutdown.NewManager(mainDB)\n\n\t// Wire up baseline flusher (using baselineStore for proper SQLite flush)\n\tshutdownMgr.SetBaselineComponents(pm, baselineStore)\n\n\t// Wire up recording syncer\n\tif recMgr != nil {\n\t\tshutdownMgr.SetRecordingSyncer(shutdown.NewRecorderManagerSyncer(recMgr))\n\t}\n\n\t// Wire up dashboard broadcaster\n\tif dashboardHub != nil {\n\t\tshutdownMgr.SetDashboardBroadcaster(shutdown.NewDashboardHubBroadcaster(dashboardHub))\n\t}\n\n\t// Wire up node connection closer\n\tshutdownMgr.SetNodeCloser(shutdown.NewIngestionServerCloser(func() error {\n\t\tingestSrv.CloseAllConnections() //nolint:errcheck\n\t\treturn nil\n\t}))\n\n\t// Wire up event writer\n\tshutdownMgr.SetEventWriter(shutdown.NewDBEventWriter(mainDB))\n\n\t// Wire up ingestion shutdowner\n\tshutdownMgr.SetIngestionShutdowner(ingestSrv)\n\n\t// Create shutdown context with 30s deadline\n\tshutdownCtx, shutdownCancel := context.WithTimeout(context.Background(), 30*time.Second)\n\tdefer shutdownCancel()\n\n\t// Execute 10-step shutdown sequence\n\tshutdownComplete := shutdownMgr.Shutdown(shutdownCtx, cancel)\n\n\t// HTTP server shutdown (after step 2 - dashboard clients notified)\n\tif err := srv.Shutdown(shutdownCtx); err != nil {\n\t\tlog.Printf(\"[ERROR] HTTP server shutdown error: %v\", err)\n\t}\n\n\t// mDNS shutdown\n\tif mdnsServer != nil {\n\t\tmdnsServer.Shutdown() //nolint:errcheck\n\t}\n\n\t// Persist zone occupancy for restart reconciliation\n\tif zonesMgr != nil {\n\t\tif err := zonesMgr.PersistOccupancy(); err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to persist zone occupancy on shutdown: %v\", err)\n\t\t} else {\n\t\t\tlog.Printf(\"[INFO] Zone occupancy persisted for restart recovery\")\n\t\t}\n\t}\n\n\t// Exit with appropriate code\n\tif shutdownComplete {\n\t\tlog.Printf(\"[INFO] Shutdown complete - exiting 0\")\n\t\tos.Exit(0)\n\t} else {\n\t\tlog.Printf(\"[ERROR] Shutdown exceeded deadline - exiting 1\")\n\t\tos.Exit(1)\n\t}\n} // end main()\n\n// Dashboard zone state adapter\n\ntype zoneStateAdapter struct {\n\tmgr *zones.Manager\n}\n\nfunc (a *zoneStateAdapter) GetAllPortals() []dashboard.PortalSnapshot {\n\tportals := a.mgr.GetAllPortals()\n\tresult := make([]dashboard.PortalSnapshot, 0, len(portals))\n\tfor _, p := range portals {\n\t\tresult = append(result, dashboard.PortalSnapshot{\n\t\t\tID: p.ID,\n\t\t\tName: p.Name,\n\t\t\tZoneA: p.ZoneAID,\n\t\t\tZoneB: p.ZoneBID,\n\t\t\tP1X: p.P1X,\n\t\t\tP1Y: p.P1Y,\n\t\t\tP1Z: p.P1Z,\n\t\t\tP2X: p.P2X,\n\t\t\tP2Y: p.P2Y,\n\t\t\tP2Z: p.P2Z,\n\t\t\tP3X: p.P3X,\n\t\t\tP3Y: p.P3Y,\n\t\t\tP3Z: p.P3Z,\n\t\t\tNX: p.NX,\n\t\t\tNY: p.NY,\n\t\t\tNZ: p.NZ,\n\t\t\tWidth: p.Width,\n\t\t\tHeight: p.Height,\n\t\t\tEnabled: p.Enabled,\n\t\t})\n\t}\n\treturn result\n}\n\nfunc (a *zoneStateAdapter) GetAllZones() []dashboard.ZoneSnapshot {\n\tzones := a.mgr.GetAllZones()\n\tresult := make([]dashboard.ZoneSnapshot, 0, len(zones))\n\tfor _, z := range zones {\n\t\tresult = append(result, dashboard.ZoneSnapshot{\n\t\t\tID: z.ID,\n\t\t\tName: z.Name,\n\t\t\tMinX: z.MinX,\n\t\t\tMinY: z.MinY,\n\t\t\tMinZ: z.MinZ,\n\t\t\tSizeX: z.MaxX - z.MinX,\n\t\t\tSizeY: z.MaxY - z.MinY,\n\t\t\tSizeZ: z.MaxZ - z.MinZ,\n\t\t})\n\t}\n\treturn result\n}\n\nfunc (a *zoneStateAdapter) GetOccupancy() map[string]dashboard.ZoneOccupancySnapshot {\n\tocc := a.mgr.GetOccupancy()\n\tresult := make(map[string]dashboard.ZoneOccupancySnapshot, len(occ))\n\tfor id, o := range occ {\n\t\tresult[id] = dashboard.ZoneOccupancySnapshot{\n\t\t\tCount: o.Count,\n\t\t\tBlobIDs: o.BlobIDs,\n\t\t}\n\t}\n\treturn result\n}\n\nfunc (a *zoneStateAdapter) GetOccupancyStatus() map[string]string {\n\tstatus := a.mgr.GetOccupancyStatus()\n\tresult := make(map[string]string, len(status))\n\tfor id, s := range status {\n\t\tresult[id] = string(s)\n\t}\n\treturn result\n}\n\n// Provider adapters for automation engine\n\ntype zoneProviderAdapter struct {\n\tmgr *zones.Manager\n}\n\nfunc (z *zoneProviderAdapter) GetZone(id string) (string, bool) {\n\tzone := z.mgr.GetZone(id)\n\tif zone == nil {\n\t\treturn \"\", false\n\t}\n\treturn zone.Name, true\n}\n\nfunc (z *zoneProviderAdapter) GetZoneOccupancy(zoneID string) (int, []int) {\n\tocc := z.mgr.GetZoneOccupancy(zoneID)\n\tif occ == nil {\n\t\treturn 0, nil\n\t}\n\treturn occ.Count, occ.BlobIDs\n}\n\ntype automationPersonAdapter struct {\n\tregistry *ble.Registry\n}\n\nfunc (p *automationPersonAdapter) GetPerson(id string) (string, string, bool) {\n\tperson, err := p.registry.GetPerson(id)\n\tif err != nil {\n\t\treturn \"\", \"\", false\n\t}\n\treturn person.Name, person.Color, true\n}\n\ntype deviceProviderAdapter struct {\n\tregistry *ble.Registry\n}\n\nfunc (d *deviceProviderAdapter) GetDevice(mac string) (string, bool) {\n\tdevice, err := d.registry.GetDevice(mac)\n\tif err != nil {\n\t\treturn \"\", false\n\t}\n\tif device.Label != \"\" {\n\t\treturn device.Label, true\n\t}\n\tif device.Name != \"\" {\n\t\treturn device.Name, true\n\t}\n\tif device.DeviceName != \"\" {\n\t\treturn device.DeviceName, true\n\t}\n\treturn mac, true\n}\n\ntype notifySenderAdapter struct {\n\tservice *notify.Service\n}\n\nfunc (n *notifySenderAdapter) Send(title, body string, data map[string]interface{}) error {\n\t// The notify service sends to all channels\n\tnotif := notify.Notification{\n\t\tTitle: title,\n\t\tBody: body,\n\t\tData: data,\n\t\tTimestamp: time.Now(),\n\t}\n\treturn n.service.Send(notif)\n}\n\nfunc (n *notifySenderAdapter) SendViaChannel(channelType string, title, body string, data map[string]interface{}) error {\n\t// The notify service sends to all channels, so we use it directly\n\tnotif := notify.Notification{\n\t\tTitle: title,\n\t\tBody: body,\n\t\tData: data,\n\t\tTimestamp: time.Now(),\n\t}\n\treturn n.service.Send(notif)\n}\n\n// Prediction provider adapters\n\ntype predictionZoneAdapter struct {\n\tmgr *zones.Manager\n}\n\nfunc (z *predictionZoneAdapter) GetZone(id string) (string, bool) {\n\tzone := z.mgr.GetZone(id)\n\tif zone == nil {\n\t\treturn \"\", false\n\t}\n\treturn zone.Name, true\n}\n\ntype predictionPersonAdapter struct {\n\tregistry *ble.Registry\n}\n\nfunc (p *predictionPersonAdapter) GetPerson(id string) (string, string, bool) {\n\tperson, err := p.registry.GetPerson(id)\n\tif err != nil {\n\t\treturn \"\", \"\", false\n\t}\n\treturn person.Name, person.Color, true\n}\n\nfunc (p *predictionPersonAdapter) GetAllPeople() ([]struct {\n\tID string\n\tName string\n\tColor string\n}, error) {\n\tpeople, err := p.registry.GetPeople()\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tresult := make([]struct {\n\t\tID string\n\t\tName string\n\t\tColor string\n\t}, len(people))\n\tfor i, person := range people {\n\t\tresult[i] = struct {\n\t\t\tID string\n\t\t\tName string\n\t\t\tColor string\n\t\t}{\n\t\t\tID: person.ID,\n\t\t\tName: person.Name,\n\t\t\tColor: person.Color,\n\t\t}\n\t}\n\treturn result, nil\n}\n\ntype predictionMQTTAdapter struct {\n\tclient *mqtt.Client\n}\n\nfunc (m *predictionMQTTAdapter) Publish(topic string, payload []byte) error {\n\treturn m.client.Publish(topic, payload)\n}\n\nfunc (m *predictionMQTTAdapter) IsConnected() bool {\n\treturn m.client.IsConnected()\n}\n\n// Anomaly detector provider adapters\n\ntype anomalyZoneAdapter struct {\n\tmgr *zones.Manager\n}\n\nfunc (a *anomalyZoneAdapter) GetZoneName(zoneID string) string {\n\tzone := a.mgr.GetZone(zoneID)\n\tif zone == nil {\n\t\treturn zoneID\n\t}\n\treturn zone.Name\n}\n\nfunc (a *anomalyZoneAdapter) GetZoneOccupancy(zoneID string) (int, []int) {\n\tocc := a.mgr.GetZoneOccupancy(zoneID)\n\tif occ == nil {\n\t\treturn 0, nil\n\t}\n\treturn occ.Count, occ.BlobIDs\n}\n\ntype anomalyPersonAdapter struct {\n\tregistry *ble.Registry\n}\n\nfunc (a *anomalyPersonAdapter) GetPersonDevices(personID string) ([]string, error) {\n\tdevices, err := a.registry.GetPersonDevices(personID)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tmacs := make([]string, len(devices))\n\tfor i, d := range devices {\n\t\tmacs[i] = d.Addr\n\t}\n\treturn macs, nil\n}\n\nfunc (a *anomalyPersonAdapter) GetAllRegisteredDevices() (map[string]string, error) {\n\tdevices, err := a.registry.GetAllPersonDevices()\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tresult := make(map[string]string)\n\tfor _, d := range devices {\n\t\tif d.PersonID != \"\" {\n\t\t\tresult[d.Addr] = d.PersonID\n\t\t}\n\t}\n\treturn result, nil\n}\n\nfunc (a *anomalyPersonAdapter) GetPersonName(personID string) string {\n\tperson, err := a.registry.GetPerson(personID)\n\tif err != nil {\n\t\treturn personID\n\t}\n\treturn person.Name\n}\n\ntype anomalyDeviceAdapter struct {\n\tregistry *ble.Registry\n}\n\nfunc (a *anomalyDeviceAdapter) IsDeviceRegistered(mac string) bool {\n\tdevice, err := a.registry.GetDevice(mac)\n\tif err != nil {\n\t\treturn false\n\t}\n\treturn device.PersonID != \"\" && device.Enabled\n}\n\nfunc (a *anomalyDeviceAdapter) IsDeviceSeenBefore(mac string) bool {\n\tdevice, err := a.registry.GetDevice(mac)\n\tif err != nil {\n\t\treturn false\n\t}\n\t// Consider \"seen before\" if first seen more than 24 hours ago\n\treturn device.FirstSeenAt.Before(time.Now().Add(-24 * time.Hour))\n}\n\nfunc (a *anomalyDeviceAdapter) GetDeviceName(mac string) string {\n\tdevice, err := a.registry.GetDevice(mac)\n\tif err != nil {\n\t\treturn mac\n\t}\n\tif device.Label != \"\" {\n\t\treturn device.Label\n\t}\n\tif device.Name != \"\" {\n\t\treturn device.Name\n\t}\n\tif device.DeviceName != \"\" {\n\t\treturn device.DeviceName\n\t}\n\treturn mac\n}\n\ntype anomalyPositionAdapter struct {\n\tpm *sigproc.ProcessorManager\n}\n\nfunc (a *anomalyPositionAdapter) GetBlobPosition(blobID int) (x, y, z float64, ok bool) {\n\tblobs := a.pm.GetTrackedBlobs()\n\tfor _, blob := range blobs {\n\t\tif blob.ID == blobID {\n\t\t\treturn blob.X, blob.Y, blob.Z, true\n\t\t}\n\t}\n\treturn 0, 0, 0, false\n}\n\ntype anomalyAlertAdapter struct {\n\thub *dashboard.Hub\n\tnotifyService *notify.Service\n}\n\nfunc (a *anomalyAlertAdapter) SendAlert(event events.AnomalyEvent, immediate bool) error {\n\tif a.notifyService != nil {\n\t\tpriority := 3\n\t\tif immediate {\n\t\t\tpriority = 5\n\t\t}\n\t\tnotif := notify.Notification{\n\t\t\tTitle: \"Security Alert\",\n\t\t\tBody: event.Description,\n\t\t\tPriority: priority,\n\t\t\tTags: []string{\"warning\", \"security\", string(event.Type)},\n\t\t\tData: map[string]interface{}{\n\t\t\t\t\"anomaly_id\": event.ID,\n\t\t\t\t\"anomaly_type\": event.Type,\n\t\t\t\t\"score\": event.Score,\n\t\t\t\t\"zone_id\": event.ZoneID,\n\t\t\t\t\"zone_name\": event.ZoneName,\n\t\t\t},\n\t\t\tTimestamp: time.Now(),\n\t\t}\n\t\ta.notifyService.Send(notif) //nolint:errcheck\n\t}\n\treturn nil\n}\n\nfunc (a *anomalyAlertAdapter) SendWebhook(event events.AnomalyEvent, immediate bool) error {\n\t// Webhooks are handled by the notification service channels\n\treturn nil\n}\n\nfunc (a *anomalyAlertAdapter) SendEscalation(event events.AnomalyEvent) error {\n\tif a.notifyService != nil {\n\t\tnotif := notify.Notification{\n\t\t\tTitle: \"SECURITY ESCALATION\",\n\t\t\tBody: fmt.Sprintf(\"UNACKNOWLEDGED: %s\", event.Description),\n\t\t\tPriority: 5,\n\t\t\tTags: []string{\"urgent\", \"security\", \"escalation\"},\n\t\t\tData: map[string]interface{}{\n\t\t\t\t\"anomaly_id\": event.ID,\n\t\t\t\t\"anomaly_type\": event.Type,\n\t\t\t\t\"escalation\": true,\n\t\t\t},\n\t\t\tTimestamp: time.Now(),\n\t\t}\n\t\ta.notifyService.Send(notif) //nolint:errcheck\n\t}\n\treturn nil\n}\n\n// Briefing provider adapters\n\ntype zoneManagerAdapter struct {\n\tzonesMgr *zones.Manager\n}\n\nfunc (z *zoneManagerAdapter) GetZoneName(id int) string {\n\tif z.zonesMgr == nil {\n\t\treturn \"\"\n\t}\n\tzone := z.zonesMgr.GetZone(fmt.Sprintf(\"%d\", id))\n\tif zone == nil {\n\t\treturn \"\"\n\t}\n\treturn zone.Name\n}\n\nfunc (z *zoneManagerAdapter) GetZoneOccupancy(zoneID int) int {\n\tif z.zonesMgr == nil {\n\t\treturn 0\n\t}\n\tocc := z.zonesMgr.GetZoneOccupancy(fmt.Sprintf(\"%d\", zoneID))\n\tif occ == nil {\n\t\treturn 0\n\t}\n\treturn occ.Count\n}\n\nfunc (z *zoneManagerAdapter) GetPeopleInZone(zoneID int) []string {\n\tif z.zonesMgr == nil {\n\t\treturn nil\n\t}\n\tocc := z.zonesMgr.GetZoneOccupancy(fmt.Sprintf(\"%d\", zoneID))\n\tif occ == nil {\n\t\treturn nil\n\t}\n\t// Convert blob IDs to person names via BLE registry\n\t// For now, return empty slice - the briefing will work without this\n\treturn []string{}\n}\n\ntype personProviderAdapter struct {\n\tbleRegistry *ble.Registry\n\tpredictionHistory *prediction.HistoryUpdater\n}\n\nfunc (p *personProviderAdapter) GetPeopleHome() []string {\n\tif p.predictionHistory == nil {\n\t\treturn nil\n\t}\n\tzones := p.predictionHistory.GetAllPersonZones()\n\tpeople := make([]string, 0, len(zones))\n\tfor personID := range zones {\n\t\tpeople = append(people, personID)\n\t}\n\treturn people\n}\n\nfunc (p *personProviderAdapter) GetPersonLastSeen(person string) time.Time {\n\tif p.predictionHistory == nil {\n\t\treturn time.Time{}\n\t}\n\t_, lastSeen, _, ok := p.predictionHistory.GetPersonZone(person)\n\tif !ok {\n\t\treturn time.Time{}\n\t}\n\treturn lastSeen\n}\n\nfunc (p *personProviderAdapter) GetPersonZone(person string) string {\n\tif p.predictionHistory == nil {\n\t\treturn \"\"\n\t}\n\tzoneID, _, _, ok := p.predictionHistory.GetPersonZone(person)\n\tif !ok {\n\t\treturn \"\"\n\t}\n\treturn zoneID\n}\n\ntype predictionProviderAdapter struct {\n\tpredictor *prediction.Predictor\n\taccuracy *prediction.AccuracyTracker\n}\n\nfunc (p *predictionProviderAdapter) GetPrediction(person string, horizonMinutes int) (string, float64, bool) {\n\tif p.predictor == nil {\n\t\treturn \"\", 0, false\n\t}\n\tpredictions := p.predictor.GetPredictions()\n\tfor _, pred := range predictions {\n\t\tif pred.PersonID == person {\n\t\t\treturn pred.PredictedNextZoneID, pred.PredictionConfidence, true\n\t\t}\n\t}\n\treturn \"\", 0, false\n}\n\nfunc (p *predictionProviderAdapter) GetDaysComplete(person string) int {\n\tif p.accuracy == nil {\n\t\treturn 0\n\t}\n\tstats, err := p.accuracy.GetAccuracyStats(person, 15)\n\tif err != nil || stats == nil {\n\t\treturn 0\n\t}\n\treturn stats.TotalPredictions\n}\n\nconst minimumPredictionsForAccuracy = 100\n\nfunc (p *predictionProviderAdapter) IsModelReady(person string) bool {\n\tif p.accuracy == nil {\n\t\treturn false\n\t}\n\tstats, err := p.accuracy.GetAccuracyStats(person, 15)\n\tif err != nil || stats == nil {\n\t\treturn false\n\t}\n\treturn stats.TotalPredictions >= minimumPredictionsForAccuracy\n}\n\ntype healthProviderAdapter struct {\n\taccuracy *learning.AccuracyComputer\n\tfleet *fleet.Registry\n}\n\nfunc (h *healthProviderAdapter) GetDetectionQuality() float64 {\n\t// Detection quality not available at this level; return default\n\treturn 0\n}\n\nfunc (h *healthProviderAdapter) GetNodeCount() (int, int) {\n\tif h.fleet == nil {\n\t\treturn 0, 0\n\t}\n\tnodes, err := h.fleet.GetAllNodes()\n\tif err != nil {\n\t\treturn 0, 0\n\t}\n\tonline := 0\n\tfor _, n := range nodes {\n\t\tif n.WentOfflineAt.IsZero() {\n\t\t\tonline++\n\t\t}\n\t}\n\treturn online, len(nodes)\n}\n\nfunc (h *healthProviderAdapter) GetAccuracyDelta() (float64, int) {\n\t// Weekly delta not directly available from AccuracyComputer; return defaults\n\treturn 0, 0\n}\n\nfunc (h *healthProviderAdapter) GetNodeOfflineDuration(mac string) time.Duration {\n\tif h.fleet == nil {\n\t\treturn 0\n\t}\n\tnode, err := h.fleet.GetNode(mac)\n\tif err != nil {\n\t\treturn 0\n\t}\n\tif node.WentOfflineAt.IsZero() {\n\t\treturn 0\n\t}\n\treturn time.Since(node.WentOfflineAt)\n}\n\n// resolveBlobIdentity returns the display name for a blob via the identity matcher.\n// Returns an empty string if no match is found or the matcher is nil.\nfunc resolveBlobIdentity(blobID int, matcher *ble.IdentityMatcher) string {\n\tif matcher == nil {\n\t\treturn \"\"\n\t}\n\tif match := matcher.GetMatch(blobID); match != nil {\n\t\treturn match.DeviceName\n\t}\n\treturn \"\"\n}\n\n// seedFirmwareDir copies *.bin files from seedDir into dataDir/firmware/ if they are\n// not already present. This seeds the OTA server with the firmware baked into the image\n// so the first ESP32 can be provisioned without a manual upload.\nfunc seedFirmwareDir(dataDir, seedDir string) {\n\tdest := filepath.Join(dataDir, \"firmware\")\n\tif err := os.MkdirAll(dest, 0755); err != nil {\n\t\tlog.Printf(\"[WARN] firmware seed: mkdir %s: %v\", dest, err)\n\t\treturn\n\t}\n\tentries, err := os.ReadDir(seedDir)\n\tif err != nil {\n\t\t// seedDir absent — no baked firmware in this image\n\t\treturn\n\t}\n\tfor _, e := range entries {\n\t\tif e.IsDir() || !strings.HasSuffix(e.Name(), \".bin\") {\n\t\t\tcontinue\n\t\t}\n\t\tsrc := filepath.Join(seedDir, e.Name())\n\t\tdst := filepath.Join(dest, e.Name())\n\t\t// Overwrite if missing or if the baked binary has a different size\n\t\t// (catches upgrades where the PVC still holds an older binary).\n\t\tif dstInfo, err := os.Stat(dst); err == nil {\n\t\t\tif srcInfo, err := e.Info(); err == nil && srcInfo.Size() == dstInfo.Size() {\n\t\t\t\tlog.Printf(\"[INFO] firmware seed: %s already current (%d bytes)\", e.Name(), dstInfo.Size())\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tlog.Printf(\"[INFO] firmware seed: replacing %s (size changed)\", e.Name())\n\t\t}\n\t\tif err := copyFileToPath(src, dst); err != nil {\n\t\t\tlog.Printf(\"[WARN] firmware seed: copy %s: %v\", e.Name(), err)\n\t\t} else {\n\t\t\tlog.Printf(\"[INFO] firmware seed: installed %s\", e.Name())\n\t\t}\n\t}\n}\n\nfunc copyFileToPath(src, dst string) error {\n\tin, err := os.Open(src)\n\tif err != nil {\n\t\treturn err\n\t}\n\tdefer func() { _ = in.Close() }()\n\tout, err := os.OpenFile(dst, os.O_WRONLY|os.O_CREATE|os.O_TRUNC, 0644)\n\tif err != nil {\n\t\treturn err\n\t}\n\tdefer func() { _ = out.Close() }()\n\t_, err = io.Copy(out, in)\n\treturn err\n}\n\n// splitLinkID parses a link ID in format \"nodeMAC-peerMAC\" into its components\nfunc splitLinkID(linkID string) []string {\n\t// Link ID format is \"aa:bb:cc:dd:ee:ff-11:22:33:44:55:66\"\n\tfor i := len(linkID) - 1; i >= 0; i-- {\n\t\tif linkID[i] == '-' {\n\t\t\treturn []string{linkID[:i], linkID[i+1:]}\n\t\t}\n\t}\n\treturn nil\n}\n","structuredPatch":[{"oldStart":1196,"oldLines":6,"newStart":1196,"newLines":11,"lines":[" }"," "," briefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)","+","+ // Wire briefing dashboard adapter to hub for morning briefing push","+ briefingDashboardAdapter := briefing.NewDashboardAdapter(briefingHandler.GetGenerator())","+ dashboardHub.SetBriefingProvider(briefingDashboardAdapter)","+"," log.Printf(\"[INFO] Briefing providers wired up\")"," }"," "]}],"userModified":false,"replaceAll":false}}
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+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_cb8019d3bdc946cfa1c19fdc","type":"tool_result","content":"1\t// Package briefing provides dashboard adapter for morning briefing.\n2\tpackage briefing\n3\t\n4\timport (\n5\t\t\"log\"\n6\t)\n7\t\n8\t// DashboardAdapter adapts the Generator to the dashboard BriefingProvider interface.\n9\ttype DashboardAdapter struct {\n10\t\tgenerator *Generator\n11\t}\n12\t\n13\t// NewDashboardAdapter creates a new dashboard adapter.\n14\tfunc NewDashboardAdapter(gen *Generator) *DashboardAdapter {\n15\t\treturn &DashboardAdapter{generator: gen}\n16\t}\n17\t\n18\t// GetTodayBriefing returns today's briefing as a map for the dashboard.\n19\tfunc (a *DashboardAdapter) GetTodayBriefing() (map[string]interface{}, error) {\n20\t\treturn a.generator.GetTodayBriefing()\n21\t}\n22\t\n23\t// MarkDelivered marks a briefing as delivered.\n24\tfunc (a *DashboardAdapter) MarkDelivered(id string) error {\n25\t\treturn a.generator.MarkDelivered(id)\n26\t}\n27\t\n28\t// ShouldPushBriefing checks if the briefing should be pushed to clients.\n29\tfunc (a *DashboardAdapter) ShouldPushBriefing() bool {\n30\t\treturn a.generator.ShouldPushBriefing()\n31\t}\n32\t\n33\t// SetQuietHours sets the quiet hours range for overnight events.\n34\tfunc (a *DashboardAdapter) SetQuietHours(start, end int) {\n35\t\ta.generator.SetQuietHours(start, end)\n36\t}\n37\t\n38\t// SetWeatherAPIURL sets the weather API URL for weather section.\n39\tfunc (a *DashboardAdapter) SetWeatherAPIURL(url string) {\n40\t\ta.generator.SetWeatherAPIURL(url)\n41\t}\n42\t\n43\t// SetProviders sets the provider interfaces for briefing generation.\n44\tfunc (a *DashboardAdapter) SetProviders(z ZoneProvider, p PersonProvider, pr PredictionProvider, hp HealthProvider) {\n45\t\ta.generator.SetProviders(z, p, pr, hp)\n46\t}\n47\t\n48\t// SetNodeInfoProvider sets the node info provider.\n49\tfunc (a *DashboardAdapter) SetNodeInfoProvider(n NodeInfoProvider) {\n50\t\ta.generator.SetNodeInfoProvider(n)\n51\t}\n52\t\n53\t// Close closes the underlying generator.\n54\tfunc (a *DashboardAdapter) Close() error {\n55\t\treturn a.generator.Close()\n56\t}\n57\t\n58\t// GetGenerator returns the underlying generator for direct access.\n59\tfunc (a *DashboardAdapter) GetGenerator() *Generator {\n60\t\treturn a.generator\n61\t}\n62\t\n63\t// Generate creates a morning briefing for the given date and person.\n64\tfunc (a *DashboardAdapter) Generate(date, person string) (*Briefing, error) {\n65\t\treturn a.generator.Generate(date, person)\n66\t}\n67\t\n68\t// Save persists a briefing to the database.\n69\tfunc (a *DashboardAdapter) Save(b *Briefing) error {\n70\t\treturn a.generator.Save(b)\n71\t}\n72\t\n73\t// Get retrieves a previously generated briefing by date and optional person.\n74\tfunc (a *DashboardAdapter) Get(date, person string) (*Briefing, error) {\n75\t\treturn a.generator.Get(date, person)\n76\t}\n77\t\n78\t// GetLatest retrieves the most recent briefing.\n79\tfunc (a *DashboardAdapter) GetLatest() (*Briefing, error) {\n80\t\treturn a.generator.GetLatest()\n81\t}\n82\t\n83\t// ShouldGenerate checks if a briefing should be generated for the given date.\n84\tfunc (a *DashboardAdapter) ShouldGenerate(date, person string) bool {\n85\t\treturn a.generator.ShouldGenerate(date, person)\n86\t}\n87\t\n88\t// MarkAcknowledged marks a briefing as acknowledged by the user.\n89\tfunc (a *DashboardAdapter) MarkAcknowledged(id string) error {\n90\t\treturn a.generator.MarkAcknowledged(id)\n91\t}\n92\t\n93\t// GetBriefingForAPI returns a briefing formatted for API response with all fields.\n94\tfunc (a *DashboardAdapter) GetBriefingForAPI(date string, person string) (*Briefing, error) {\n95\t\tb, err := a.generator.Get(date, person)\n96\t\tif err != nil {\n97\t\t\t// Try generating if not found\n98\t\t\tb, err = a.generator.Generate(date, person)\n99\t\t\tif err != nil {\n100\t\t\t\tlog.Printf(\"[ERROR] Failed to generate briefing for %s: %v\", date, err)\n101\t\t\t\treturn nil, err\n102\t\t\t}\n103\t\t\t// Save the new briefing\n104\t\t\tif err := a.generator.Save(b); err != nil {\n105\t\t\t\tlog.Printf(\"[ERROR] Failed to save briefing for %s: %v\", date, err)\n106\t\t\t}\n107\t\t}\n108\t\treturn b, nil\n109\t}\n110\t"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"9c484413-e6f8-4049-b959-e58cf0098442","timestamp":"2026-05-06T10:05:43.588Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/internal/briefing/dashboard_adapter.go","content":"// Package briefing provides dashboard adapter for morning briefing.\npackage briefing\n\nimport (\n\t\"log\"\n)\n\n// DashboardAdapter adapts the Generator to the dashboard BriefingProvider interface.\ntype DashboardAdapter struct {\n\tgenerator *Generator\n}\n\n// NewDashboardAdapter creates a new dashboard adapter.\nfunc NewDashboardAdapter(gen *Generator) *DashboardAdapter {\n\treturn &DashboardAdapter{generator: gen}\n}\n\n// GetTodayBriefing returns today's briefing as a map for the dashboard.\nfunc (a *DashboardAdapter) GetTodayBriefing() (map[string]interface{}, error) {\n\treturn a.generator.GetTodayBriefing()\n}\n\n// MarkDelivered marks a briefing as delivered.\nfunc (a *DashboardAdapter) MarkDelivered(id string) error {\n\treturn a.generator.MarkDelivered(id)\n}\n\n// ShouldPushBriefing checks if the briefing should be pushed to clients.\nfunc (a *DashboardAdapter) ShouldPushBriefing() bool {\n\treturn a.generator.ShouldPushBriefing()\n}\n\n// SetQuietHours sets the quiet hours range for overnight events.\nfunc (a *DashboardAdapter) SetQuietHours(start, end int) {\n\ta.generator.SetQuietHours(start, end)\n}\n\n// SetWeatherAPIURL sets the weather API URL for weather section.\nfunc (a *DashboardAdapter) SetWeatherAPIURL(url string) {\n\ta.generator.SetWeatherAPIURL(url)\n}\n\n// SetProviders sets the provider interfaces for briefing generation.\nfunc (a *DashboardAdapter) SetProviders(z ZoneProvider, p PersonProvider, pr PredictionProvider, hp HealthProvider) {\n\ta.generator.SetProviders(z, p, pr, hp)\n}\n\n// SetNodeInfoProvider sets the node info provider.\nfunc (a *DashboardAdapter) SetNodeInfoProvider(n NodeInfoProvider) {\n\ta.generator.SetNodeInfoProvider(n)\n}\n\n// Close closes the underlying generator.\nfunc (a *DashboardAdapter) Close() error {\n\treturn a.generator.Close()\n}\n\n// GetGenerator returns the underlying generator for direct access.\nfunc (a *DashboardAdapter) GetGenerator() *Generator {\n\treturn a.generator\n}\n\n// Generate creates a morning briefing for the given date and person.\nfunc (a *DashboardAdapter) Generate(date, person string) (*Briefing, error) {\n\treturn a.generator.Generate(date, person)\n}\n\n// Save persists a briefing to the database.\nfunc (a *DashboardAdapter) Save(b *Briefing) error {\n\treturn a.generator.Save(b)\n}\n\n// Get retrieves a previously generated briefing by date and optional person.\nfunc (a *DashboardAdapter) Get(date, person string) (*Briefing, error) {\n\treturn a.generator.Get(date, person)\n}\n\n// GetLatest retrieves the most recent briefing.\nfunc (a *DashboardAdapter) GetLatest() (*Briefing, error) {\n\treturn a.generator.GetLatest()\n}\n\n// ShouldGenerate checks if a briefing should be generated for the given date.\nfunc (a *DashboardAdapter) ShouldGenerate(date, person string) bool {\n\treturn a.generator.ShouldGenerate(date, person)\n}\n\n// MarkAcknowledged marks a briefing as acknowledged by the user.\nfunc (a *DashboardAdapter) MarkAcknowledged(id string) error {\n\treturn a.generator.MarkAcknowledged(id)\n}\n\n// GetBriefingForAPI returns a briefing formatted for API response with all fields.\nfunc (a *DashboardAdapter) GetBriefingForAPI(date string, person string) (*Briefing, error) {\n\tb, err := a.generator.Get(date, person)\n\tif err != nil {\n\t\t// Try generating if not found\n\t\tb, err = a.generator.Generate(date, person)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[ERROR] Failed to generate briefing for %s: %v\", date, err)\n\t\t\treturn nil, err\n\t\t}\n\t\t// Save the new briefing\n\t\tif err := a.generator.Save(b); err != nil {\n\t\t\tlog.Printf(\"[ERROR] Failed to save briefing for %s: %v\", date, err)\n\t\t}\n\t}\n\treturn b, nil\n}\n","numLines":110,"startLine":1,"totalLines":110}}}
+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_875246bcb56340babcf60f4d","type":"tool_result","content":"1\t// Package briefing provides scheduling for morning briefing push notifications.\n2\tpackage briefing\n3\t\n4\timport (\n5\t\t\"context\"\n6\t\t\"fmt\"\n7\t\t\"log\"\n8\t\t\"sync\"\n9\t\t\"time\"\n10\t)\n11\t\n12\t// Scheduler handles automatic briefing generation and push notifications.\n13\ttype Scheduler struct {\n14\t\tgenerator *Generator\n15\t\tnotifyService NotifyService\n16\t\tmu sync.RWMutex\n17\t\tconfig SchedulerConfig\n18\t\tticker *time.Ticker\n19\t\tstopChan chan struct{}\n20\t\trunning bool\n21\t}\n22\t\n23\t// SchedulerConfig holds scheduling configuration.\n24\ttype SchedulerConfig struct {\n25\t\tEnabled bool\n26\t\tTime string // HH:MM format, e.g., \"07:00\"\n27\t\tPushNotification bool\n28\t\tAutoGenerate bool\n29\t\tTimezone string // IANA timezone name\n30\t}\n31\t\n32\t// NotifyService is the interface for sending push notifications.\n33\ttype NotifyService interface {\n34\t\tSend(notification Notification) error\n35\t}\n36\t\n37\t// Notification represents a push notification.\n38\ttype Notification struct {\n39\t\tTitle string\n40\t\tBody string\n41\t\tPriority int\n42\t\tTags []string\n43\t\tImage []byte\n44\t\tImageType string\n45\t\tTimestamp time.Time\n46\t}\n47\t\n48\t// NewScheduler creates a new briefing scheduler.\n49\tfunc NewScheduler(gen *Generator, notify NotifyService, config SchedulerConfig) *Scheduler {\n50\t\tif config.Time == \"\" {\n51\t\t\tconfig.Time = \"07:00\" // Default 7 AM\n52\t\t}\n53\t\tif config.Timezone == \"\" {\n54\t\t\tconfig.Timezone = \"Local\"\n55\t\t}\n56\t\n57\t\treturn &Scheduler{\n58\t\t\tgenerator: gen,\n59\t\t\tnotifyService: notify,\n60\t\t\tconfig: config,\n61\t\t\tstopChan: make(chan struct{}),\n62\t\t}\n63\t}\n64\t\n65\t// Start begins the scheduling loop.\n66\tfunc (s *Scheduler) Start(ctx context.Context) {\n67\t\ts.mu.Lock()\n68\t\tif s.running {\n69\t\t\ts.mu.Unlock()\n70\t\t\treturn\n71\t\t}\n72\t\ts.running = true\n73\t\ts.mu.Unlock()\n74\t\n75\t\t// Start ticker to check every minute\n76\t\ts.ticker = time.NewTicker(1 * time.Minute)\n77\t\n78\t\tgo func() {\n79\t\t\tdefer s.ticker.Stop()\n80\t\n81\t\t\t// Initial check on start\n82\t\t\ts.checkAndGenerate()\n83\t\n84\t\t\tfor {\n85\t\t\t\tselect {\n86\t\t\t\tcase <-s.ticker.C:\n87\t\t\t\t\ts.checkAndGenerate()\n88\t\t\t\tcase <-s.stopChan:\n89\t\t\t\t\treturn\n90\t\t\t\tcase <-ctx.Done():\n91\t\t\t\t\treturn\n92\t\t\t\t}\n93\t\t\t}\n94\t\t}()\n95\t\n96\t\tlog.Printf(\"[INFO] Briefing scheduler started (time: %s, push: %v)\",\n97\t\t\ts.config.Time, s.config.PushNotification)\n98\t}\n99\t\n100\t// Stop stops the scheduling loop.\n101\tfunc (s *Scheduler) Stop() {\n102\t\ts.mu.Lock()\n103\t\tdefer s.mu.Unlock()\n104\t\n105\t\tif !s.running {\n106\t\t\treturn\n107\t\t}\n108\t\n109\t\ts.running = false\n110\t\tclose(s.stopChan)\n111\t\n112\t\tif s.ticker != nil {\n113\t\t\ts.ticker.Stop()\n114\t\t}\n115\t\n116\t\tlog.Printf(\"[INFO] Briefing scheduler stopped\")\n117\t}\n118\t\n119\t// SetConfig updates the scheduler configuration.\n120\tfunc (s *Scheduler) SetConfig(config SchedulerConfig) {\n121\t\ts.mu.Lock()\n122\t\tdefer s.mu.Unlock()\n123\t\n124\t\toldConfig := s.config\n125\t\ts.config = config\n126\t\n127\t\t// If time changed, reset ticker to trigger sooner\n128\t\tif oldConfig.Time != config.Time {\n129\t\t\tif s.ticker != nil {\n130\t\t\t\ts.ticker.Reset(1 * time.Minute)\n131\t\t\t}\n132\t\t}\n133\t}\n134\t\n135\t// GetConfig returns the current configuration.\n136\tfunc (s *Scheduler) GetConfig() SchedulerConfig {\n137\t\ts.mu.RLock()\n138\t\tdefer s.mu.RUnlock()\n139\t\treturn s.config\n140\t}\n141\t\n142\t// checkAndGenerate checks if it's time to generate and send a briefing.\n143\tfunc (s *Scheduler) checkAndGenerate() {\n144\t\ts.mu.RLock()\n145\t\tconfig := s.config\n146\t\ts.mu.RUnlock()\n147\t\n148\t\tif !config.Enabled || !config.AutoGenerate {\n149\t\t\treturn\n150\t\t}\n151\t\n152\t\t// Parse configured time\n153\t\thour, minute, err := parseTime(config.Time)\n154\t\tif err != nil {\n155\t\t\tlog.Printf(\"[ERROR] Failed to parse briefing time %q: %v\", config.Time, err)\n156\t\t\treturn\n157\t\t}\n158\t\n159\t\t// Get current time in configured timezone\n160\t\tnow := s.nowInTimezone()\n161\t\n162\t\t// Check if we're at the configured time (within 1 minute window)\n163\t\tif now.Hour() != hour || now.Minute() != minute {\n164\t\t\treturn\n165\t\t}\n166\t\n167\t\t// Get today's date\n168\t\tdate := now.Format(\"2006-01-02\")\n169\t\n170\t\t// Check if briefing was already generated today\n171\t\tif !s.generator.ShouldGenerate(date, \"\") {\n172\t\t\tlog.Printf(\"[DEBUG] Briefing already generated for %s, skipping\", date)\n173\t\t\treturn\n174\t\t}\n175\t\n176\t\t// Generate briefing\n177\t\tb, err := s.generator.Generate(date, \"\")\n178\t\tif err != nil {\n179\t\t\tlog.Printf(\"[ERROR] Failed to generate briefing for %s: %v\", date, err)\n180\t\t\treturn\n181\t\t}\n182\t\n183\t\t// Save briefing\n184\t\tif err := s.generator.Save(b); err != nil {\n185\t\t\tlog.Printf(\"[ERROR] Failed to save briefing for %s: %v\", date, err)\n186\t\t}\n187\t\n188\t\tlog.Printf(\"[INFO] Morning briefing generated for %s\", date)\n189\t\n190\t\t// Send push notification if enabled\n191\t\tif config.PushNotification && s.notifyService != nil {\n192\t\t\ts.sendNotification(b)\n193\t\t}\n194\t}\n195\t\n196\t// sendNotification sends a push notification for the briefing.\n197\tfunc (s *Scheduler) sendNotification(b *Briefing) {\n198\t\tnotification := Notification{\n199\t\t\tTitle: \"Morning Briefing\",\n200\t\t\tBody: s.formatNotificationBody(b),\n201\t\t\tPriority: 1, // Low priority for morning briefings\n202\t\t\tTags: []string{\"briefing\", \"morning\"},\n203\t\t\tTimestamp: time.Now(),\n204\t\t}\n205\t\n206\t\tif err := s.notifyService.Send(notification); err != nil {\n207\t\t\tlog.Printf(\"[ERROR] Failed to send briefing notification: %v\", err)\n208\t\t} else {\n209\t\t\tlog.Printf(\"[INFO] Morning briefing notification sent for %s\", b.Date)\n210\t\t}\n211\t}\n212\t\n213\t// formatNotificationBody formats the briefing content for push notifications.\n214\t// Truncates to a reasonable length for push notifications.\n215\tfunc (s *Scheduler) formatNotificationBody(b *Briefing) string {\n216\t\t// Use the first 200 characters of the briefing content\n217\t\tmaxLen := 200\n218\t\tcontent := b.Content\n219\t\tif len(content) > maxLen {\n220\t\t\tcontent = content[:maxLen] + \"...\"\n221\t\t}\n222\t\treturn content\n223\t}\n224\t\n225\t// nowInTimezone returns the current time in the configured timezone.\n226\tfunc (s *Scheduler) nowInTimezone() time.Time {\n227\t\ts.mu.RLock()\n228\t\ttimezone := s.config.Timezone\n229\t\ts.mu.RUnlock()\n230\t\n231\t\tif timezone == \"Local\" || timezone == \"\" {\n232\t\t\treturn time.Now()\n233\t\t}\n234\t\n235\t\tloc, err := time.LoadLocation(timezone)\n236\t\tif err != nil {\n237\t\t\tlog.Printf(\"[WARN] Failed to load timezone %q, using local time: %v\", timezone, err)\n238\t\t\treturn time.Now()\n239\t\t}\n240\t\n241\t\treturn time.Now().In(loc)\n242\t}\n243\t\n244\t// parseTime parses a time string in HH:MM format.\n245\tfunc parseTime(s string) (hour, minute int, err error) {\n246\t\tvar h, m int\n247\t\t_, err = fmt.Sscanf(s, \"%d:%d\", &h, &m)\n248\t\tif err != nil {\n249\t\t\treturn 0, 0, fmt.Errorf(\"invalid time format: %w\", err)\n250\t\t}\n251\t\tif h < 0 || h > 23 || m < 0 || m > 59 {\n252\t\t\treturn 0, 0, fmt.Errorf(\"invalid time values: %d:%d\", h, m)\n253\t\t}\n254\t\treturn h, m, nil\n255\t}\n256\t\n257\t// ShouldGenerateNow checks if a briefing should be generated at this moment.\n258\t// This is useful for testing and manual triggers.\n259\tfunc (s *Scheduler) ShouldGenerateNow() bool {\n260\t\ts.mu.RLock()\n261\t\tconfig := s.config\n262\t\ts.mu.RUnlock()\n263\t\n264\t\tif !config.Enabled || !config.AutoGenerate {\n265\t\t\treturn false\n266\t\t}\n267\t\n268\t\thour, minute, err := parseTime(config.Time)\n269\t\tif err != nil {\n270\t\t\treturn false\n271\t\t}\n272\t\n273\t\tnow := s.nowInTimezone()\n274\t\treturn now.Hour() == hour && now.Minute() == minute\n275\t}\n276\t\n277\t// TriggerNow manually triggers briefing generation and notification.\n278\tfunc (s *Scheduler) TriggerNow(date string) error {\n279\t\ts.mu.RLock()\n280\t\tconfig := s.config\n281\t\ts.mu.RUnlock()\n282\t\n283\t\tif date == \"\" {\n284\t\t\tnow := s.nowInTimezone()\n285\t\t\tdate = now.Format(\"2006-01-02\")\n286\t\t}\n287\t\n288\t\t// Generate briefing\n289\t\tb, err := s.generator.Generate(date, \"\")\n290\t\tif err != nil {\n291\t\t\treturn err\n292\t\t}\n293\t\n294\t\t// Save briefing\n295\t\tif err := s.generator.Save(b); err != nil {\n296\t\t\treturn err\n297\t\t}\n298\t\n299\t\tlog.Printf(\"[INFO] Manual briefing trigger for %s\", date)\n300\t\n301\t\t// Send push notification if enabled\n302\t\tif config.PushNotification && s.notifyService != nil {\n303\t\t\ts.sendNotification(b)\n304\t\t}\n305\t\n306\t\treturn nil\n307\t}\n308\t"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"8d395c11-7e03-4123-8c6a-abbbbdb9c6e9","timestamp":"2026-05-06T10:05:43.590Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/internal/briefing/scheduler.go","content":"// Package briefing provides scheduling for morning briefing push notifications.\npackage briefing\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"sync\"\n\t\"time\"\n)\n\n// Scheduler handles automatic briefing generation and push notifications.\ntype Scheduler struct {\n\tgenerator *Generator\n\tnotifyService NotifyService\n\tmu sync.RWMutex\n\tconfig SchedulerConfig\n\tticker *time.Ticker\n\tstopChan chan struct{}\n\trunning bool\n}\n\n// SchedulerConfig holds scheduling configuration.\ntype SchedulerConfig struct {\n\tEnabled bool\n\tTime string // HH:MM format, e.g., \"07:00\"\n\tPushNotification bool\n\tAutoGenerate bool\n\tTimezone string // IANA timezone name\n}\n\n// NotifyService is the interface for sending push notifications.\ntype NotifyService interface {\n\tSend(notification Notification) error\n}\n\n// Notification represents a push notification.\ntype Notification struct {\n\tTitle string\n\tBody string\n\tPriority int\n\tTags []string\n\tImage []byte\n\tImageType string\n\tTimestamp time.Time\n}\n\n// NewScheduler creates a new briefing scheduler.\nfunc NewScheduler(gen *Generator, notify NotifyService, config SchedulerConfig) *Scheduler {\n\tif config.Time == \"\" {\n\t\tconfig.Time = \"07:00\" // Default 7 AM\n\t}\n\tif config.Timezone == \"\" {\n\t\tconfig.Timezone = \"Local\"\n\t}\n\n\treturn &Scheduler{\n\t\tgenerator: gen,\n\t\tnotifyService: notify,\n\t\tconfig: config,\n\t\tstopChan: make(chan struct{}),\n\t}\n}\n\n// Start begins the scheduling loop.\nfunc (s *Scheduler) Start(ctx context.Context) {\n\ts.mu.Lock()\n\tif s.running {\n\t\ts.mu.Unlock()\n\t\treturn\n\t}\n\ts.running = true\n\ts.mu.Unlock()\n\n\t// Start ticker to check every minute\n\ts.ticker = time.NewTicker(1 * time.Minute)\n\n\tgo func() {\n\t\tdefer s.ticker.Stop()\n\n\t\t// Initial check on start\n\t\ts.checkAndGenerate()\n\n\t\tfor {\n\t\t\tselect {\n\t\t\tcase <-s.ticker.C:\n\t\t\t\ts.checkAndGenerate()\n\t\t\tcase <-s.stopChan:\n\t\t\t\treturn\n\t\t\tcase <-ctx.Done():\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\t}()\n\n\tlog.Printf(\"[INFO] Briefing scheduler started (time: %s, push: %v)\",\n\t\ts.config.Time, s.config.PushNotification)\n}\n\n// Stop stops the scheduling loop.\nfunc (s *Scheduler) Stop() {\n\ts.mu.Lock()\n\tdefer s.mu.Unlock()\n\n\tif !s.running {\n\t\treturn\n\t}\n\n\ts.running = false\n\tclose(s.stopChan)\n\n\tif s.ticker != nil {\n\t\ts.ticker.Stop()\n\t}\n\n\tlog.Printf(\"[INFO] Briefing scheduler stopped\")\n}\n\n// SetConfig updates the scheduler configuration.\nfunc (s *Scheduler) SetConfig(config SchedulerConfig) {\n\ts.mu.Lock()\n\tdefer s.mu.Unlock()\n\n\toldConfig := s.config\n\ts.config = config\n\n\t// If time changed, reset ticker to trigger sooner\n\tif oldConfig.Time != config.Time {\n\t\tif s.ticker != nil {\n\t\t\ts.ticker.Reset(1 * time.Minute)\n\t\t}\n\t}\n}\n\n// GetConfig returns the current configuration.\nfunc (s *Scheduler) GetConfig() SchedulerConfig {\n\ts.mu.RLock()\n\tdefer s.mu.RUnlock()\n\treturn s.config\n}\n\n// checkAndGenerate checks if it's time to generate and send a briefing.\nfunc (s *Scheduler) checkAndGenerate() {\n\ts.mu.RLock()\n\tconfig := s.config\n\ts.mu.RUnlock()\n\n\tif !config.Enabled || !config.AutoGenerate {\n\t\treturn\n\t}\n\n\t// Parse configured time\n\thour, minute, err := parseTime(config.Time)\n\tif err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to parse briefing time %q: %v\", config.Time, err)\n\t\treturn\n\t}\n\n\t// Get current time in configured timezone\n\tnow := s.nowInTimezone()\n\n\t// Check if we're at the configured time (within 1 minute window)\n\tif now.Hour() != hour || now.Minute() != minute {\n\t\treturn\n\t}\n\n\t// Get today's date\n\tdate := now.Format(\"2006-01-02\")\n\n\t// Check if briefing was already generated today\n\tif !s.generator.ShouldGenerate(date, \"\") {\n\t\tlog.Printf(\"[DEBUG] Briefing already generated for %s, skipping\", date)\n\t\treturn\n\t}\n\n\t// Generate briefing\n\tb, err := s.generator.Generate(date, \"\")\n\tif err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to generate briefing for %s: %v\", date, err)\n\t\treturn\n\t}\n\n\t// Save briefing\n\tif err := s.generator.Save(b); err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to save briefing for %s: %v\", date, err)\n\t}\n\n\tlog.Printf(\"[INFO] Morning briefing generated for %s\", date)\n\n\t// Send push notification if enabled\n\tif config.PushNotification && s.notifyService != nil {\n\t\ts.sendNotification(b)\n\t}\n}\n\n// sendNotification sends a push notification for the briefing.\nfunc (s *Scheduler) sendNotification(b *Briefing) {\n\tnotification := Notification{\n\t\tTitle: \"Morning Briefing\",\n\t\tBody: s.formatNotificationBody(b),\n\t\tPriority: 1, // Low priority for morning briefings\n\t\tTags: []string{\"briefing\", \"morning\"},\n\t\tTimestamp: time.Now(),\n\t}\n\n\tif err := s.notifyService.Send(notification); err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to send briefing notification: %v\", err)\n\t} else {\n\t\tlog.Printf(\"[INFO] Morning briefing notification sent for %s\", b.Date)\n\t}\n}\n\n// formatNotificationBody formats the briefing content for push notifications.\n// Truncates to a reasonable length for push notifications.\nfunc (s *Scheduler) formatNotificationBody(b *Briefing) string {\n\t// Use the first 200 characters of the briefing content\n\tmaxLen := 200\n\tcontent := b.Content\n\tif len(content) > maxLen {\n\t\tcontent = content[:maxLen] + \"...\"\n\t}\n\treturn content\n}\n\n// nowInTimezone returns the current time in the configured timezone.\nfunc (s *Scheduler) nowInTimezone() time.Time {\n\ts.mu.RLock()\n\ttimezone := s.config.Timezone\n\ts.mu.RUnlock()\n\n\tif timezone == \"Local\" || timezone == \"\" {\n\t\treturn time.Now()\n\t}\n\n\tloc, err := time.LoadLocation(timezone)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to load timezone %q, using local time: %v\", timezone, err)\n\t\treturn time.Now()\n\t}\n\n\treturn time.Now().In(loc)\n}\n\n// parseTime parses a time string in HH:MM format.\nfunc parseTime(s string) (hour, minute int, err error) {\n\tvar h, m int\n\t_, err = fmt.Sscanf(s, \"%d:%d\", &h, &m)\n\tif err != nil {\n\t\treturn 0, 0, fmt.Errorf(\"invalid time format: %w\", err)\n\t}\n\tif h < 0 || h > 23 || m < 0 || m > 59 {\n\t\treturn 0, 0, fmt.Errorf(\"invalid time values: %d:%d\", h, m)\n\t}\n\treturn h, m, nil\n}\n\n// ShouldGenerateNow checks if a briefing should be generated at this moment.\n// This is useful for testing and manual triggers.\nfunc (s *Scheduler) ShouldGenerateNow() bool {\n\ts.mu.RLock()\n\tconfig := s.config\n\ts.mu.RUnlock()\n\n\tif !config.Enabled || !config.AutoGenerate {\n\t\treturn false\n\t}\n\n\thour, minute, err := parseTime(config.Time)\n\tif err != nil {\n\t\treturn false\n\t}\n\n\tnow := s.nowInTimezone()\n\treturn now.Hour() == hour && now.Minute() == minute\n}\n\n// TriggerNow manually triggers briefing generation and notification.\nfunc (s *Scheduler) TriggerNow(date string) error {\n\ts.mu.RLock()\n\tconfig := s.config\n\ts.mu.RUnlock()\n\n\tif date == \"\" {\n\t\tnow := s.nowInTimezone()\n\t\tdate = now.Format(\"2006-01-02\")\n\t}\n\n\t// Generate briefing\n\tb, err := s.generator.Generate(date, \"\")\n\tif err != nil {\n\t\treturn err\n\t}\n\n\t// Save briefing\n\tif err := s.generator.Save(b); err != nil {\n\t\treturn err\n\t}\n\n\tlog.Printf(\"[INFO] Manual briefing trigger for %s\", date)\n\n\t// Send push notification if enabled\n\tif config.PushNotification && s.notifyService != nil {\n\t\ts.sendNotification(b)\n\t}\n\n\treturn nil\n}\n","numLines":308,"startLine":1,"totalLines":308}}}
+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_6e9fe5050a22467a8f6a4f10","type":"tool_result","content":"1\t// Package briefing provides notification adapter for the briefing scheduler.\n2\tpackage briefing\n3\t\n4\timport (\n5\t\t\"log\"\n6\t\n7\t\t\"github.com/spaxel/mothership/internal/notify\"\n8\t)\n9\t\n10\t// NotifyAdapter adapts the notify.Service to the briefing NotifyService interface.\n11\ttype NotifyAdapter struct {\n12\t\tservice *notify.Service\n13\t}\n14\t\n15\t// NewNotifyAdapter creates a new notification adapter.\n16\tfunc NewNotifyAdapter(svc *notify.Service) *NotifyAdapter {\n17\t\treturn &NotifyAdapter{service: svc}\n18\t}\n19\t\n20\t// Send sends a notification through the notify service.\n21\tfunc (a *NotifyAdapter) Send(notification Notification) error {\n22\t\tif a.service == nil {\n23\t\t\tlog.Printf(\"[WARN] Notification service not available, skipping: %s\", notification.Title)\n24\t\t\treturn nil\n25\t\t}\n26\t\n27\t\tnotif := notify.Notification{\n28\t\t\tTitle: notification.Title,\n29\t\t\tBody: notification.Body,\n30\t\t\tPriority: notification.Priority,\n31\t\t\tTags: notification.Tags,\n32\t\t\tImage: notification.Image,\n33\t\t\tImageType: notification.ImageType,\n34\t\t\tTimestamp: notification.Timestamp,\n35\t\t}\n36\t\n37\t\treturn a.service.Send(notif)\n38\t}\n39\t"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"215aaa2f-3f40-4aa0-ada5-52489015947d","timestamp":"2026-05-06T10:05:43.591Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/internal/briefing/notify_adapter.go","content":"// Package briefing provides notification adapter for the briefing scheduler.\npackage briefing\n\nimport (\n\t\"log\"\n\n\t\"github.com/spaxel/mothership/internal/notify\"\n)\n\n// NotifyAdapter adapts the notify.Service to the briefing NotifyService interface.\ntype NotifyAdapter struct {\n\tservice *notify.Service\n}\n\n// NewNotifyAdapter creates a new notification adapter.\nfunc NewNotifyAdapter(svc *notify.Service) *NotifyAdapter {\n\treturn &NotifyAdapter{service: svc}\n}\n\n// Send sends a notification through the notify service.\nfunc (a *NotifyAdapter) Send(notification Notification) error {\n\tif a.service == nil {\n\t\tlog.Printf(\"[WARN] Notification service not available, skipping: %s\", notification.Title)\n\t\treturn nil\n\t}\n\n\tnotif := notify.Notification{\n\t\tTitle: notification.Title,\n\t\tBody: notification.Body,\n\t\tPriority: notification.Priority,\n\t\tTags: notification.Tags,\n\t\tImage: notification.Image,\n\t\tImageType: notification.ImageType,\n\t\tTimestamp: notification.Timestamp,\n\t}\n\n\treturn a.service.Send(notif)\n}\n","numLines":39,"startLine":1,"totalLines":39}}}
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briefings table\",\nmothership/internal/db/migrations.go:78:\t\t\tDescription: \"add id, delivered, acknowledged columns to briefings table\",\nmothership/internal/db/migrations.go:323:\tCREATE TABLE IF NOT EXISTS briefings (\nmothership/internal/db/migrations.go:724:// migration_013_add_briefing_person_columns adds person and sections_json columns to briefings table.\nmothership/internal/db/migrations.go:728:\t\t`SELECT COUNT(*) > 0 FROM sqlite_master WHERE type='table' AND name='briefings'`,\nmothership/internal/db/migrations.go:739:\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'person'\nmothership/internal/db/migrations.go:747:\t\t_, err = tx.Exec(`ALTER TABLE briefings ADD COLUMN person TEXT`)\nmothership/internal/db/migrations.go:756:\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'sections_json'\nmothership/internal/db/migrations.go:763:\t\t_, err = tx.Exec(`ALTER TABLE briefings ADD COLUMN sections_json TEXT`)\nmothership/internal/db/migrations.go:772:// migration_014_add_briefing_delivery_columns adds id, delivered, acknowledged columns to briefings table.\nmothership/internal/db/migrations.go:776:\t\t`SELECT COUNT(*) > 0 FROM sqlite_master WHERE type='table' AND name='briefings'`,\nmothership/internal/db/migrations.go:788:\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'id'\nmothership/internal/db/migrations.go:795:\t\t_, err = tx.Exec(`ALTER TABLE briefings ADD COLUMN id TEXT`)\nmothership/internal/db/migrations.go:800:\t\t_, err = tx.Exec(`CREATE UNIQUE INDEX IF NOT EXISTS idx_briefings_id ON briefings(id)`)\nmothership/internal/db/migrations.go:809:\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'delivered'\nmothership/internal/db/migrations.go:816:\t\t_, err = tx.Exec(`ALTER TABLE briefings ADD COLUMN delivered INTEGER NOT NULL DEFAULT 0`)\nmothership/internal/db/migrations.go:825:\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'acknowledged'\nmothership/internal/db/migrations.go:832:\t\t_, err = tx.Exec(`ALTER TABLE briefings ADD COLUMN acknowledged INTEGER NOT NULL DEFAULT 0`)\nmothership/internal/db/migrations.go.bak:257:\tCREATE TABLE IF NOT EXISTS briefings (\nmothership/internal/db/migrate_test.go:56:\t\t\"feedback\", \"sleep_records\", \"firmware\", \"briefings\", \"notification_channels\",","numLines":20}}
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Hour when quiet hours end (default 6 = 6am)\n30\t}\n31\t\n32\t// ZoneProvider provides zone information.\n33\ttype ZoneProvider interface {\n34\t\tGetZoneName(id int) string\n35\t\tGetZoneOccupancy(zoneID int) int\n36\t\tGetPeopleInZone(zoneID int) []string\n37\t}\n38\t\n39\t// PersonProvider provides person information.\n40\ttype PersonProvider interface {\n41\t\tGetPeopleHome() []string\n42\t\tGetPersonLastSeen(person string) time.Time\n43\t\tGetPersonZone(person string) string\n44\t}\n45\t\n46\t// PredictionProvider provides prediction information.\n47\ttype PredictionProvider interface {\n48\t\tGetPrediction(person string, horizonMinutes int) (zone string, probability float64, ok bool)\n49\t\tGetDaysComplete(person string) int\n50\t\tIsModelReady(person string) bool\n51\t}\n52\t\n53\t// HealthProvider provides system health information.\n54\ttype HealthProvider interface {\n55\t\tGetDetectionQuality() float64\n56\t\tGetNodeCount() (online, total int)\n57\t\tGetAccuracyDelta() (percent float64, feedbackCount int)\n58\t\tGetNodeOfflineDuration(mac string) time.Duration\n59\t}\n60\t\n61\t// NodeInfoProvider provides node information for system health section.\n62\ttype NodeInfoProvider interface {\n63\t\tGetNodeName(mac string) string\n64\t\tGetAllNodeMACs() []string\n65\t}\n66\t\n67\t// NewGenerator creates a new briefing generator backed by the main DB.\n68\tfunc NewGenerator(dbPath string) (*Generator, error) {\n69\t\tdb, err := sql.Open(\"sqlite\", dbPath)\n70\t\tif err != nil {\n71\t\t\treturn nil, fmt.Errorf(\"open db: %w\", err)\n72\t\t}\n73\t\tdb.SetMaxOpenConns(1)\n74\t\n75\t\t// Check for weather API URL in settings\n76\t\tvar weatherURL string\n77\t\trow := db.QueryRow(\"SELECT value_json FROM settings WHERE key = 'weather_api_url'\")\n78\t\tvar weatherURLJSON sql.NullString\n79\t\tif err := row.Scan(&weatherURLJSON); err == nil && weatherURLJSON.Valid {\n80\t\t\tweatherURL = weatherURLJSON.String\n81\t\t\t// Unwrap if it's JSON\n82\t\t\tif strings.HasPrefix(weatherURL, `\"`) {\n83\t\t\t\tvar url string\n84\t\t\t\t_ = json.Unmarshal([]byte(weatherURL), &url); //nolint:errcheck\n85\t\t\t\tweatherURL = url\n86\t\t\t}\n87\t\t}\n88\t\n89\t\t// Ensure briefings table exists (it may not in a fresh test database)\n90\t\tif _, err := db.Exec(`\n91\t\t\tCREATE TABLE IF NOT EXISTS briefings (\n92\t\t\t\tid INTEGER PRIMARY KEY AUTOINCREMENT,\n93\t\t\t\tdate TEXT NOT NULL,\n94\t\t\t\tperson TEXT NOT NULL DEFAULT '',\n95\t\t\t\tcontent TEXT NOT NULL DEFAULT '',\n96\t\t\t\tgenerated_at INTEGER NOT NULL DEFAULT 0,\n97\t\t\t\tsections_json TEXT,\n98\t\t\t\tdelivered INTEGER NOT NULL DEFAULT 0,\n99\t\t\t\tacknowledged INTEGER NOT NULL DEFAULT 0,\n100\t\t\t\tUNIQUE(date, person)\n101\t\t\t)\n102\t\t`); err != nil {\n103\t\t\tdb.Close() //nolint:errcheck\n104\t\t\treturn nil, fmt.Errorf(\"create briefings table: %w\", err)\n105\t\t}\n106\t\n107\t\treturn &Generator{\n108\t\t\tdb: db,\n109\t\t\tweatherAPIURL: weatherURL,\n110\t\t\tquietHoursStart: 22, // 10pm\n111\t\t\tquietHoursEnd: 6, // 6am\n112\t\t}, nil\n113\t}\n114\t\n115\t// SetQuietHours sets the quiet hours range for overnight events.\n116\tfunc (g *Generator) SetQuietHours(start, end int) {\n117\t\tg.quietHoursStart = start\n118\t\tg.quietHoursEnd = end\n119\t}\n120\t\n121\t// SetWeatherAPIURL sets the weather API URL for weather section.\n122\tfunc (g *Generator) SetWeatherAPIURL(url string) {\n123\t\tg.weatherAPIURL = url\n124\t}\n125\t\n126\t// Close closes the DB connection.\n127\tfunc (g *Generator) Close() error {\n128\t\treturn g.db.Close()\n129\t}\n130\t\n131\t// SetProviders sets the provider interfaces for briefing generation.\n132\tfunc (g *Generator) SetProviders(z ZoneProvider, p PersonProvider, pr PredictionProvider, h HealthProvider) {\n133\t\tg.zoneProvider = z\n134\t\tg.personProvider = p\n135\t\tg.predictionProvider = pr\n136\t\tg.healthProvider = h\n137\t}\n138\t\n139\t// SetNodeInfoProvider sets the node info provider.\n140\tfunc (g *Generator) SetNodeInfoProvider(n NodeInfoProvider) {\n141\t\tg.nodeProvider = n\n142\t}\n143\t\n144\t// DailyBriefing is the primary struct for a morning briefing.\n145\t// Alias for Briefing with additional delivery tracking fields.\n146\ttype DailyBriefing = Briefing\n147\t\n148\t// BriefingSectionType defines the type of briefing section.\n149\ttype BriefingSectionType string\n150\t\n151\tconst (\n152\t\tSectionTypeSleep BriefingSectionType = \"sleep\"\n153\t\tSectionTypeOvernightEvents BriefingSectionType = \"overnight_events\"\n154\t\tSectionTypeSystemHealth BriefingSectionType = \"system_health\"\n155\t\tSectionTypePredictions BriefingSectionType = \"predictions\"\n156\t\tSectionTypeWeather BriefingSectionType = \"weather\"\n157\t\tSectionTypeAlert BriefingSectionType = \"alert\"\n158\t\tSectionTypePeople BriefingSectionType = \"people\"\n159\t\tSectionTypeAnomaly BriefingSectionType = \"anomaly\"\n160\t\tSectionTypeLearning BriefingSectionType = \"learning\"\n161\t)\n162\t\n163\t// Briefing holds a generated morning briefing.\n164\ttype Briefing struct {\n165\t\tID string `json:\"id\"` // UUID\n166\t\tDate string `json:\"date\"`\n167\t\tPerson string `json:\"person,omitempty\"`\n168\t\tContent string `json:\"content\"`\n169\t\tGeneratedAt int64 `json:\"generated_at\"`\n170\t\tSections []Section `json:\"sections,omitempty\"`\n171\t\tDelivered bool `json:\"delivered\"` // Set true after first push\n172\t\tAcknowledged bool `json:\"acknowledged\"` // Set true when user dismisses\n173\t\tMetadata map[string]string `json:\"metadata,omitempty\"` // Additional metadata\n174\t}\n175\t\n176\t// Section represents a single section of the briefing.\n177\ttype Section struct {\n178\t\tType BriefingSectionType `json:\"type\"`\n179\t\tContent string `json:\"content\"`\n180\t\tPriority int `json:\"priority\"` // Higher = shown first\n181\t\tSeverity string `json:\"severity,omitempty\"` // For alerts: \"info\", \"warning\", \"error\"\n182\t}\n183\t\n184\t// Generate creates a morning briefing for the given date and person.\n185\t// If person is empty, generates a household-wide briefing.\n186\tfunc (g *Generator) Generate(date string, person string) (*Briefing, error) {\n187\t\tvar sections []Section\n188\t\n189\t\t// Parse date for calculations\n190\t\tdateTime, err := time.Parse(\"2006-01-02\", date)\n191\t\tif err != nil {\n192\t\t\treturn nil, fmt.Errorf(\"parse date: %w\", err)\n193\t\t}\n194\t\n195\t\t// Calculate time range for \"last night\" (previous day 18:00 to current day 06:00)\n196\t\t// This covers the overnight period including early morning hours\n197\t\tnightStart := time.Date(dateTime.Year(), dateTime.Month(), dateTime.Day()-1, 18, 0, 0, 0, time.Local)\n198\t\tnightEnd := time.Date(dateTime.Year(), dateTime.Month(), dateTime.Day(), 6, 0, 0, 0, time.Local)\n199\t\n200\t\t// BLOCK 1 — Critical alerts (fall, security)\n201\t\tif alertSection := g.generateAlertBlock(nightStart, nightEnd, person); alertSection != nil {\n202\t\t\tsections = append(sections, *alertSection)\n203\t\t}\n204\t\n205\t\t// BLOCK 2 — Sleep summary\n206\t\tif sleepSection := g.generateSleepBlock(date, person); sleepSection != nil {\n207\t\t\tsections = append(sections, *sleepSection)\n208\t\t}\n209\t\n210\t\t// BLOCK 3 — Who is home (current state)\n211\t\tif peopleSection := g.generatePeopleBlock(person); peopleSection != nil {\n212\t\t\tsections = append(sections, *peopleSection)\n213\t\t}\n214\t\n215\t\t// BLOCK 4 — Overnight events (replaces anomaly block with more detailed filtering)\n216\t\tif overnightSection := g.generateOvernightEventsBlock(nightStart, nightEnd, person); overnightSection != nil {\n217\t\t\tsections = append(sections, *overnightSection)\n218\t\t}\n219\t\n220\t\t// BLOCK 5 — System health\n221\t\tif healthSection := g.generateHealthBlock(); healthSection != nil {\n222\t\t\tsections = append(sections, *healthSection)\n223\t\t}\n224\t\n225\t\t// BLOCK 6 — Weather (optional)\n226\t\tif weatherSection := g.generateWeatherBlock(); weatherSection != nil {\n227\t\t\tsections = append(sections, *weatherSection)\n228\t\t}\n229\t\n230\t\t// BLOCK 7 — Prediction hint\n231\t\tif predictionSection := g.generatePredictionBlock(person); predictionSection != nil {\n232\t\t\tsections = append(sections, *predictionSection)\n233\t\t}\n234\t\n235\t\t// BLOCK 8 — Learning progress\n236\t\tif learningSection := g.generateLearningBlock(); learningSection != nil {\n237\t\t\tsections = append(sections, *learningSection)\n238\t\t}\n239\t\n240\t\t// Degenerate case\n241\t\tif len(sections) == 0 {\n242\t\t\tsections = append(sections, Section{\n243\t\t\t\tType: \"info\",\n244\t\t\t\tContent: \"All quiet last night. All systems healthy.\",\n245\t\t\t\tPriority: 0,\n246\t\t\t})\n247\t\t}\n248\t\n249\t\t// Sort by priority descending\n250\t\tfor i := 0; i < len(sections)-1; i++ {\n251\t\t\tfor j := i + 1; j < len(sections); j++ {\n252\t\t\t\tif sections[j].Priority > sections[i].Priority {\n253\t\t\t\t\tsections[i], sections[j] = sections[j], sections[i]\n254\t\t\t\t}\n255\t\t\t}\n256\t\t}\n257\t\n258\t\t// Build content from prioritized sections\n259\t\tcontentParts := make([]string, 0, len(sections))\n260\t\tfor _, s := range sections {\n261\t\t\tcontentParts = append(contentParts, s.Content)\n262\t\t}\n263\t\tcontent := strings.Join(contentParts, \"\\n\\n\")\n264\t\n265\t\treturn &Briefing{\n266\t\t\tID: uuid.New().String(),\n267\t\t\tDate: date,\n268\t\t\tPerson: person,\n269\t\t\tContent: content,\n270\t\t\tGeneratedAt: time.Now().UnixMilli(),\n271\t\t\tSections: sections,\n272\t\t\tDelivered: false,\n273\t\t\tAcknowledged: false,\n274\t\t}, nil\n275\t}\n276\t\n277\t// generateAlertBlock generates BLOCK 1 — Critical alerts.\n278\tfunc (g *Generator) generateAlertBlock(nightStart, nightEnd time.Time, person string) *Section {\n279\t\tquery := `SELECT type, zone, person, detail_json, severity\n280\t\t FROM events\n281\t\t WHERE timestamp_ms >= ? AND timestamp_ms < ?\n282\t\t AND type IN ('fall_alert', 'security_alert')\n283\t\t AND severity IN ('alert', 'critical')`\n284\t\targs := []interface{}{nightStart.UnixMilli(), nightEnd.UnixMilli()}\n285\t\n286\t\tif person != \"\" {\n287\t\t\tquery += ` AND person = ?`\n288\t\t\targs = append(args, person)\n289\t\t}\n290\t\tquery += ` ORDER BY timestamp_ms ASC LIMIT 5`\n291\t\n292\t\tlog.Printf(\"[DEBUG] Alert query: nightStart=%s (%d), nightEnd=%s (%d), person=%s\",\n293\t\t\tnightStart, nightStart.UnixMilli(), nightEnd, nightEnd.UnixMilli(), person)\n294\t\n295\t\trows, err := g.db.Query(query, args...)\n296\t\tif err != nil {\n297\t\t\tlog.Printf(\"[DEBUG] Alert query error: %v\", err)\n298\t\t\treturn nil\n299\t\t}\n300\t\tdefer rows.Close() //nolint:errcheck\n301\t\n302\t\tvar alerts []string\n303\t\tfor rows.Next() {\n304\t\t\tvar eventType, zone, personName, detailJSON, severity string\n305\t\t\tif err := rows.Scan(&eventType, &zone, &personName, &detailJSON, &severity); err != nil {\n306\t\t\t\tlog.Printf(\"[DEBUG] Scan error: %v\", err)\n307\t\t\t\tcontinue\n308\t\t\t}\n309\t\n310\t\t\tvar alert strings.Builder\n311\t\t\tswitch eventType {\n312\t\t\tcase \"fall_alert\":\n313\t\t\t\talert.WriteString(\"⚠ Fall detected\")\n314\t\t\t\tif personName != \"\" {\n315\t\t\t\t\talert.WriteString(\": \")\n316\t\t\t\t\talert.WriteString(personName)\n317\t\t\t\t}\n318\t\t\t\tif zone != \"\" {\n319\t\t\t\t\talert.WriteString(\" in \")\n320\t\t\t\t\talert.WriteString(zone)\n321\t\t\t\t}\n322\t\t\tcase \"security_alert\":\n323\t\t\t\talert.WriteString(\"⚠ Security alert\")\n324\t\t\t\tif zone != \"\" {\n325\t\t\t\t\talert.WriteString(\": Motion in \")\n326\t\t\t\t\talert.WriteString(zone)\n327\t\t\t\t}\n328\t\t\t}\n329\t\t\talerts = append(alerts, alert.String())\n330\t\t}\n331\t\n332\t\tif len(alerts) == 0 {\n333\t\t\treturn nil\n334\t\t}\n335\t\n336\t\tcontent := \"⚠ \" + strings.Join(alerts, \"; \")\n337\t\tif len(alerts) > 1 {\n338\t\t\tcontent = fmt.Sprintf(\"⚠ %d critical events overnight. \", len(alerts)) + strings.Join(alerts, \"; \")\n339\t\t}\n340\t\n341\t\treturn &Section{\n342\t\t\tType: \"alert\",\n343\t\t\tContent: content,\n344\t\t\tPriority: 100,\n345\t\t}\n346\t}\n347\t\n348\t// generateSleepBlock generates BLOCK 2 — Sleep summary.\n349\tfunc (g *Generator) generateSleepBlock(date, person string) *Section {\n350\t\tquery := `SELECT duration_min, onset_latency_min, restlessness,\n351\t\t breathing_rate_avg, breathing_regularity, breathing_anomaly,\n352\t\t breathing_samples_json, person\n353\t\t FROM sleep_records WHERE date = ?`\n354\t\targs := []interface{}{date}\n355\t\tif person != \"\" {\n356\t\t\tquery += ` AND person = ?`\n357\t\t\targs = append(args, person)\n358\t\t}\n359\t\n360\t\trows, err := g.db.Query(query, args...)\n361\t\tif err != nil {\n362\t\t\treturn nil\n363\t\t}\n364\t\tdefer rows.Close() //nolint:errcheck\n365\t\n366\t\tvar sleepRecords []struct {\n367\t\t\tDuration sql.NullInt32\n368\t\t\tOnsetLatency sql.NullFloat64\n369\t\t\tRestlessness sql.NullFloat64\n370\t\t\tBreathAvg sql.NullFloat64\n371\t\t\tBreathReg sql.NullFloat64\n372\t\t\tBreathAnomaly sql.NullBool\n373\t\t\tBreathSamples sql.NullString\n374\t\t\tPerson sql.NullString\n375\t\t}\n376\t\n377\t\tfor rows.Next() {\n378\t\t\tvar r struct {\n379\t\t\t\tDuration sql.NullInt32\n380\t\t\t\tOnsetLatency sql.NullFloat64\n381\t\t\t\tRestlessness sql.NullFloat64\n382\t\t\t\tBreathAvg sql.NullFloat64\n383\t\t\t\tBreathReg sql.NullFloat64\n384\t\t\t\tBreathAnomaly sql.NullBool\n385\t\t\t\tBreathSamples sql.NullString\n386\t\t\t\tPerson sql.NullString\n387\t\t\t}\n388\t\t\tif err := rows.Scan(&r.Duration, &r.OnsetLatency, &r.Restlessness,\n389\t\t\t\t&r.BreathAvg, &r.BreathReg, &r.BreathAnomaly, &r.BreathSamples, &r.Person); err != nil {\n390\t\t\t\tcontinue\n391\t\t\t}\n392\t\t\tsleepRecords = append(sleepRecords, r)\n393\t\t}\n394\t\n395\t\tif len(sleepRecords) == 0 {\n396\t\t\treturn nil\n397\t\t}\n398\t\n399\t\t// For multi-person, aggregate or pick the primary record\n400\t\t// For now, use the first record\n401\t\tr := sleepRecords[0]\n402\t\n403\t\tvar parts []string\n404\t\tpersonName := \"You\"\n405\t\tif r.Person.Valid && r.Person.String != \"\" {\n406\t\t\tpersonName = r.Person.String\n407\t\t}\n408\t\n409\t\t// Duration and deviation from average\n410\t\tif r.Duration.Valid && r.Duration.Int32 > 0 {\n411\t\t\th := r.Duration.Int32 / 60\n412\t\t\tm := r.Duration.Int32 % 60\n413\t\t\tif m > 0 {\n414\t\t\t\tparts = append(parts, fmt.Sprintf(\"%s slept %dh %dm\", personName, h, m))\n415\t\t\t} else {\n416\t\t\t\tparts = append(parts, fmt.Sprintf(\"%s slept %dh\", personName, h))\n417\t\t\t}\n418\t\n419\t\t\t// Compare with average (get from recent records)\n420\t\t\tavgDuration := g.getAverageSleepDuration(r.Person.String)\n421\t\t\tif avgDuration > 0 {\n422\t\t\t\tdelta := int(r.Duration.Int32) - avgDuration\n423\t\t\t\tif math.Abs(float64(delta)) >= 10 {\n424\t\t\t\t\tif delta > 0 {\n425\t\t\t\t\t\tparts[len(parts)-1] += fmt.Sprintf(\" — %d minutes more than your average\", delta)\n426\t\t\t\t\t} else {\n427\t\t\t\t\t\tparts[len(parts)-1] += fmt.Sprintf(\" — %d minutes less than your average\", -delta)\n428\t\t\t\t\t}\n429\t\t\t\t}\n430\t\t\t}\n431\t\t} else {\n432\t\t\tparts = append(parts, personName+\" slept\")\n433\t\t}\n434\t\n435\t\t// Restlessness\n436\t\tif r.Restlessness.Valid {\n437\t\t\tswitch {\n438\t\t\tcase r.Restlessness.Float64 < 1:\n439\t\t\t\tparts = append(parts, \"Restlessness: Low.\")\n440\t\t\tcase r.Restlessness.Float64 < 3:\n441\t\t\t\tparts = append(parts, \"Restlessness: Moderate.\")\n442\t\t\tdefault:\n443\t\t\t\tparts = append(parts, \"Restlessness: High.\")\n444\t\t\t}\n445\t\t}\n446\t\n447\t\t// Breathing regularity\n448\t\tif r.BreathReg.Valid {\n449\t\t\tcv := r.BreathReg.Float64\n450\t\t\tswitch {\n451\t\t\tcase cv < 0.10:\n452\t\t\t\tparts = append(parts, \"Breathing: Regular.\")\n453\t\t\tcase cv > 0.25:\n454\t\t\t\tparts = append(parts, \"Breathing: Irregular.\")\n455\t\t\tdefault:\n456\t\t\t\tparts = append(parts, \"Breathing: Normal.\")\n457\t\t\t}\n458\t\t}\n459\t\n460\t\t// Breathing anomaly\n461\t\tif r.BreathAnomaly.Valid && r.BreathAnomaly.Bool {\n462\t\t\tif r.BreathSamples.Valid {\n463\t\t\t\tvar info map[string]interface{}\n464\t\t\t\tif err := json.Unmarshal([]byte(r.BreathSamples.String), &info); err == nil {\n465\t\t\t\t\tavg, _ := info[\"avg\"].(float64)\n466\t\t\t\t\tpersonal, _ := info[\"personal_avg\"].(float64)\n467\t\t\t\t\tif personal > 0 {\n468\t\t\t\t\t\tparts = append(parts, fmt.Sprintf(\"Breathing rate elevated (%.0f bpm vs. %.0f bpm average).\",\n469\t\t\t\t\t\t\tavg, personal))\n470\t\t\t\t\t} else if avg > 0 {\n471\t\t\t\t\t\tparts = append(parts, fmt.Sprintf(\"Breathing rate elevated (%.0f bpm).\", avg))\n472\t\t\t\t\t}\n473\t\t\t\t}\n474\t\t\t}\n475\t\t}\n476\t\n477\t\tif len(parts) == 0 {\n478\t\t\treturn nil\n479\t\t}\n480\t\n481\t\treturn &Section{\n482\t\t\tType: \"sleep\",\n483\t\t\tContent: strings.Join(parts, \" \"),\n484\t\t\tPriority: 80,\n485\t\t}\n486\t}\n487\t\n488\t// generatePeopleBlock generates BLOCK 3 — Who is home.\n489\tfunc (g *Generator) generatePeopleBlock(person string) *Section {\n490\t\tif g.personProvider == nil {\n491\t\t\treturn nil\n492\t\t}\n493\t\n494\t\tpeopleHome := g.personProvider.GetPeopleHome()\n495\t\tif len(peopleHome) == 0 {\n496\t\t\treturn &Section{\n497\t\t\t\tType: \"people\",\n498\t\t\t\tContent: \"The house is currently empty.\",\n499\t\t\t\tPriority: 60,\n500\t\t\t}\n501\t\t}\n502\t\n503\t\tvar content string\n504\t\tif len(peopleHome) == 1 {\n505\t\t\tcontent = fmt.Sprintf(\"%s is home.\", peopleHome[0])\n506\t\t} else {\n507\t\t\tcontent = fmt.Sprintf(\"%s are home.\", strings.Join(peopleHome, \", \"))\n508\t\t}\n509\t\n510\t\t// Add information about who left when\n511\t\t// This would need event history, for now skip\n512\t\treturn &Section{\n513\t\t\tType: \"people\",\n514\t\t\tContent: content,\n515\t\t\tPriority: 60,\n516\t\t}\n517\t}\n518\t\n519\t// generateAnomalyBlock generates BLOCK 4 — Overnight anomalies.\n520\tfunc (g *Generator) generateAnomalyBlock(nightStart, nightEnd time.Time, person string) *Section {\n521\t\tquery := `SELECT type, zone, detail_json, timestamp_ms\n522\t\t FROM events\n523\t\t WHERE timestamp_ms >= ? AND timestamp_ms < ?\n524\t\t AND type IN ('anomaly', 'unusual_activity')\n525\t\t AND severity IN ('warning', 'alert')\n526\t\t ORDER BY timestamp_ms ASC`\n527\t\targs := []interface{}{nightStart.UnixMilli(), nightEnd.UnixMilli()}\n528\t\n529\t\tif person != \"\" {\n530\t\t\tquery += ` AND person = ?`\n531\t\t\targs = append(args, person)\n532\t\t}\n533\t\tquery += ` LIMIT 3`\n534\t\n535\t\trows, err := g.db.Query(query, args...)\n536\t\tif err != nil {\n537\t\t\treturn nil\n538\t\t}\n539\t\tdefer rows.Close() //nolint:errcheck\n540\t\n541\t\tvar anomalies []string\n542\t\tfor rows.Next() {\n543\t\t\tvar eventType, zone, detailJSON string\n544\t\t\tvar timestamp int64\n545\t\t\tif err := rows.Scan(&eventType, &zone, &detailJSON, ×tamp); err != nil {\n546\t\t\t\tcontinue\n547\t\t\t}\n548\t\n549\t\t\t// Parse anomaly score from detail_json\n550\t\t\tvar detail map[string]interface{}\n551\t\t\tvar score float64\n552\t\t\tif err := json.Unmarshal([]byte(detailJSON), &detail); err == nil {\n553\t\t\t\tif s, ok := detail[\"score\"].(float64); ok {\n554\t\t\t\t\tscore = s\n555\t\t\t\t}\n556\t\t\t}\n557\t\n558\t\t\ttimeStr := time.Unix(0, timestamp*1e6).Format(\"3:04pm\")\n559\t\t\tvar anomaly strings.Builder\n560\t\t\tif zone != \"\" {\n561\t\t\t\tanomaly.WriteString(fmt.Sprintf(\"Motion in %s at %s\", zone, timeStr))\n562\t\t\t} else {\n563\t\t\t\tanomaly.WriteString(fmt.Sprintf(\"Unusual activity at %s\", timeStr))\n564\t\t\t}\n565\t\n566\t\t\tif score >= 0.85 {\n567\t\t\t\tanomaly.WriteString(\". High-confidence.\")\n568\t\t\t} else if score < 0.7 {\n569\t\t\t\tanomaly.WriteString(\". Likely environmental.\")\n570\t\t\t}\n571\t\n572\t\t\tanomalies = append(anomalies, anomaly.String())\n573\t\t}\n574\t\n575\t\tif len(anomalies) == 0 {\n576\t\t\treturn nil\n577\t\t}\n578\t\n579\t\tvar content string\n580\t\tif len(anomalies) == 1 {\n581\t\t\tcontent = \"Last night: \" + anomalies[0]\n582\t\t} else {\n583\t\t\tcontent = fmt.Sprintf(\"Last night: %d unusual events. Most notable: \", len(anomalies)) + anomalies[0]\n584\t\t}\n585\t\n586\t\treturn &Section{\n587\t\t\tType: \"anomaly\",\n588\t\t\tContent: content,\n589\t\t\tPriority: 70,\n590\t\t}\n591\t}\n592\t\n593\t// generateHealthBlock generates BLOCK 5 — System health.\n594\tfunc (g *Generator) generateHealthBlock() *Section {\n595\t\tif g.healthProvider == nil {\n596\t\t\treturn nil\n597\t\t}\n598\t\n599\t\tquality := g.healthProvider.GetDetectionQuality()\n600\t\tonline, total := g.healthProvider.GetNodeCount()\n601\t\n602\t\t// Build content with node health details\n603\t\tvar contentParts []string\n604\t\n605\t\tcontentParts = append(contentParts, fmt.Sprintf(\"%d nodes healthy.\", online))\n606\t\n607\t\t// Check for offline nodes with duration\n608\t\tif g.nodeProvider != nil {\n609\t\t\tallMACs := g.nodeProvider.GetAllNodeMACs()\n610\t\t\tfor _, mac := range allMACs {\n611\t\t\t\t// Get offline duration from health provider\n612\t\t\t\tif g.healthProvider != nil {\n613\t\t\t\t\tduration := g.healthProvider.GetNodeOfflineDuration(mac)\n614\t\t\t\t\tif duration > 0 {\n615\t\t\t\t\t\tname := g.nodeProvider.GetNodeName(mac)\n616\t\t\t\t\t\tif name == \"\" {\n617\t\t\t\t\t\t\tname = mac\n618\t\t\t\t\t\t}\n619\t\n620\t\t\t\t\t\t// Format duration\n621\t\t\t\t\t\tdurationH := int(duration.Hours())\n622\t\t\t\t\t\tdurationM := int(duration.Minutes()) % 60\n623\t\t\t\t\t\tif durationH > 0 {\n624\t\t\t\t\t\t\tif durationM > 0 {\n625\t\t\t\t\t\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"Node %s has been offline for %dh %dm.\", name, durationH, durationM))\n626\t\t\t\t\t\t\t} else {\n627\t\t\t\t\t\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"Node %s has been offline for %dh.\", name, durationH))\n628\t\t\t\t\t\t\t}\n629\t\t\t\t\t\t} else if durationM > 0 {\n630\t\t\t\t\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"Node %s has been offline for %dmin.\", name, durationM))\n631\t\t\t\t\t\t}\n632\t\t\t\t\t}\n633\t\t\t\t}\n634\t\t\t}\n635\t\t}\n636\t\n637\t\t// Add detection quality if not excellent\n638\t\tif quality < 90 {\n639\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"Detection quality: %.0f%%.\", quality))\n640\t\t}\n641\t\n642\t\t// Skip if everything is healthy\n643\t\tif len(contentParts) == 1 && online == total && quality >= 90 {\n644\t\t\treturn nil\n645\t\t}\n646\t\n647\t\tcontent := strings.Join(contentParts, \" \")\n648\t\n649\t\treturn &Section{\n650\t\t\tType: SectionTypeSystemHealth,\n651\t\t\tContent: content,\n652\t\t\tPriority: 30,\n653\t\t}\n654\t}\n655\t\n656\t// generatePredictionBlock generates BLOCK 6 — Prediction hint.\n657\tfunc (g *Generator) generatePredictionBlock(person string) *Section {\n658\t\tif g.predictionProvider == nil {\n659\t\t\treturn nil\n660\t\t}\n661\t\n662\t\t// Get prediction for next action (15 min horizon)\n663\t\tzone, probability, ok := g.predictionProvider.GetPrediction(person, 15)\n664\t\tif !ok || probability < 0.7 {\n665\t\t\treturn nil\n666\t\t}\n667\t\n668\t\t// Format day of week\n669\t\tnow := time.Now()\n670\t\tdayOfWeek := now.Weekday().String()\n671\t\n672\t\t// Find what action this prediction suggests\n673\t\tcontent := fmt.Sprintf(\"Today's forecast: Based on your %s pattern, you'll likely be in %s in 15 minutes (%.0f%% confidence).\",\n674\t\t\tdayOfWeek, zone, probability*100)\n675\t\n676\t\treturn &Section{\n677\t\t\tType: \"prediction\",\n678\t\t\tContent: content,\n679\t\t\tPriority: 40,\n680\t\t}\n681\t}\n682\t\n683\t// generateLearningBlock generates BLOCK 7 — Learning progress.\n684\tfunc (g *Generator) generateLearningBlock() *Section {\n685\t\tif g.healthProvider == nil {\n686\t\t\treturn nil\n687\t\t}\n688\t\n689\t\tdelta, feedbackCount := g.healthProvider.GetAccuracyDelta()\n690\t\tif feedbackCount == 0 {\n691\t\t\treturn nil\n692\t\t}\n693\t\n694\t\tvar content string\n695\t\tif delta > 0 {\n696\t\t\tcontent = fmt.Sprintf(\"Accuracy improved %.0f%% this week thanks to your %d corrections.\",\n697\t\t\t\tdelta, feedbackCount)\n698\t\t} else {\n699\t\t\tcontent = fmt.Sprintf(\"You provided %d corrections this week.\", feedbackCount)\n700\t\t}\n701\t\n702\t\treturn &Section{\n703\t\t\tType: SectionTypeLearning,\n704\t\t\tContent: content,\n705\t\t\tPriority: 20,\n706\t\t}\n707\t}\n708\t\n709\t// generateOvernightEventsBlock generates the overnight events section.\n710\t// Filters for FallDetected, AnomalyDetected, NodeDisconnected events during quiet hours.\n711\tfunc (g *Generator) generateOvernightEventsBlock(nightStart, nightEnd time.Time, person string) *Section {\n712\t\t// Calculate quiet hours period\n713\t\t// Use the passed time range directly (already calculated as 18:00 previous day to 06:00 current day)\n714\t\n715\t\tquery := `SELECT type, zone, person, detail_json, timestamp_ms, severity\n716\t\t FROM events\n717\t\t WHERE timestamp_ms >= ? AND timestamp_ms < ?\n718\t\t\t AND type IN ('fall_alert', 'anomaly', 'node_disconnected')\n719\t\t\t AND severity IN ('warning', 'alert', 'critical')\n720\t\t ORDER BY timestamp_ms ASC\n721\t\t LIMIT 6`\n722\t\n723\t\targs := []interface{}{nightStart.UnixMilli(), nightEnd.UnixMilli()}\n724\t\n725\t\tif person != \"\" {\n726\t\t\tquery += ` AND person = ?`\n727\t\t\targs = append(args, person)\n728\t\t}\n729\t\n730\t\trows, err := g.db.Query(query, args...)\n731\t\tif err != nil {\n732\t\t\treturn nil\n733\t\t}\n734\t\tdefer rows.Close() //nolint:errcheck\n735\t\n736\t\tvar events []struct {\n737\t\t\tType string\n738\t\t\tZone string\n739\t\t\tPerson string\n740\t\t\tDetailJSON string\n741\t\t\tTimestamp int64\n742\t\t\tSeverity string\n743\t\t\tAcked bool\n744\t\t}\n745\t\n746\t\tfor rows.Next() {\n747\t\t\tvar e struct {\n748\t\t\t\tType string\n749\t\t\t\tZone string\n750\t\t\t\tPerson string\n751\t\t\t\tDetailJSON string\n752\t\t\t\tTimestamp int64\n753\t\t\t\tSeverity string\n754\t\t\t\tAcked bool\n755\t\t\t}\n756\t\t\tif err := rows.Scan(&e.Type, &e.Zone, &e.Person, &e.DetailJSON, &e.Timestamp, &e.Severity); err != nil {\n757\t\t\t\tcontinue\n758\t\t\t}\n759\t\n760\t\t\t// Check if acknowledged from detail_json\n761\t\t\tvar detail map[string]interface{}\n762\t\t\tif err := json.Unmarshal([]byte(e.DetailJSON), &detail); err == nil {\n763\t\t\t\tif acked, ok := detail[\"acknowledged\"].(bool); ok {\n764\t\t\t\t\te.Acked = acked\n765\t\t\t\t}\n766\t\t\t}\n767\t\n768\t\t\tevents = append(events, e)\n769\t\t}\n770\t\n771\t\tif len(events) == 0 {\n772\t\t\treturn &Section{\n773\t\t\t\tType: SectionTypeOvernightEvents,\n774\t\t\t\tContent: \"No incidents overnight.\",\n775\t\t\t\tPriority: 40,\n776\t\t\t}\n777\t\t}\n778\t\n779\t\tvar contentParts []string\n780\t\tfor i, e := range events {\n781\t\t\tvar eventStr strings.Builder\n782\t\t\ttimeStr := time.Unix(0, e.Timestamp*1e6).Format(\"3:04pm\")\n783\t\n784\t\t\tswitch e.Type {\n785\t\t\tcase \"fall_alert\":\n786\t\t\t\teventStr.WriteString(fmt.Sprintf(\"Possible fall detected at %s\", timeStr))\n787\t\t\t\tif e.Person != \"\" {\n788\t\t\t\t\teventStr.WriteString(fmt.Sprintf(\" for %s\", e.Person))\n789\t\t\t\t}\n790\t\t\t\tif e.Zone != \"\" {\n791\t\t\t\t\teventStr.WriteString(fmt.Sprintf(\" in %s\", e.Zone))\n792\t\t\t\t}\n793\t\t\t\tif e.Acked {\n794\t\t\t\t\teventStr.WriteString(\" (acknowledged)\")\n795\t\t\t\t}\n796\t\n797\t\t\tcase \"anomaly\":\n798\t\t\t\teventStr.WriteString(fmt.Sprintf(\"Anomaly detected at %s\", timeStr))\n799\t\t\t\tif e.Zone != \"\" {\n800\t\t\t\t\teventStr.WriteString(fmt.Sprintf(\" in %s\", e.Zone))\n801\t\t\t\t}\n802\t\t\t\tif e.Acked {\n803\t\t\t\t\teventStr.WriteString(\" (acknowledged)\")\n804\t\t\t\t}\n805\t\n806\t\t\tcase \"node_disconnected\":\n807\t\t\t\teventStr.WriteString(fmt.Sprintf(\"Node %s went offline at %s\", e.Zone, timeStr))\n808\t\t\t\t// Try to get reconnection time\n809\t\t\t\tvar reconnectTime sql.NullInt64\n810\t\t\t\treconnectQuery := `SELECT timestamp_ms FROM events\n811\t\t\t\t WHERE type = 'node_connected' AND zone = ?\n812\t\t\t\t AND timestamp_ms > ? ORDER BY timestamp_ms ASC LIMIT 1`\n813\t\t\t\terr := g.db.QueryRow(reconnectQuery, e.Zone, e.Timestamp).Scan(&reconnectTime)\n814\t\t\t\tif err == nil && reconnectTime.Valid {\n815\t\t\t\t\treconnectStr := time.Unix(0, reconnectTime.Int64*1e6).Format(\"3:04pm\")\n816\t\t\t\t\teventStr.WriteString(fmt.Sprintf(\" and reconnected at %s\", reconnectStr))\n817\t\t\t\t}\n818\t\t\t}\n819\t\n820\t\t\tcontentParts = append(contentParts, eventStr.String())\n821\t\n822\t\t\t// Limit to 5 events\n823\t\t\tif i >= 4 && len(events) > 5 {\n824\t\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"...and %d more events.\", len(events)-5))\n825\t\t\t\tbreak\n826\t\t\t}\n827\t\t}\n828\t\n829\t\tcontent := strings.Join(contentParts, \". \")\n830\t\tif len(contentParts) > 1 {\n831\t\t\tcontent += \".\"\n832\t\t}\n833\t\n834\t\treturn &Section{\n835\t\t\tType: SectionTypeOvernightEvents,\n836\t\t\tContent: content,\n837\t\t\tPriority: 75,\n838\t\t}\n839\t}\n840\t\n841\t// generateWeatherBlock generates the optional weather section.\n842\tfunc (g *Generator) generateWeatherBlock() *Section {\n843\t\tif g.weatherAPIURL == \"\" {\n844\t\t\treturn nil\n845\t\t}\n846\t\n847\t\t// Fetch weather from wttr.in\n848\t\t// Format: GET https://wttr.in/{location}?format=%t+%C\n849\t\tclient := &http.Client{Timeout: 10 * time.Second}\n850\t\tresp, err := client.Get(g.weatherAPIURL)\n851\t\tif err != nil {\n852\t\t\tlog.Printf(\"[WARN] Failed to fetch weather: %v\", err)\n853\t\t\treturn nil\n854\t\t}\n855\t\tdefer resp.Body.Close() //nolint:errcheck\n856\t\n857\t\tif resp.StatusCode != http.StatusOK {\n858\t\t\tlog.Printf(\"[WARN] Weather API returned status %d\", resp.StatusCode)\n859\t\t\treturn nil\n860\t\t}\n861\t\n862\t\tbody, err := io.ReadAll(resp.Body)\n863\t\tif err != nil {\n864\t\t\tlog.Printf(\"[WARN] Failed to read weather response: %v\", err)\n865\t\t\treturn nil\n866\t\t}\n867\t\n868\t\tweather := strings.TrimSpace(string(body))\n869\t\tif weather == \"\" || weather == \"Unknown\" {\n870\t\t\treturn nil\n871\t\t}\n872\t\n873\t\treturn &Section{\n874\t\t\tType: SectionTypeWeather,\n875\t\t\tContent: fmt.Sprintf(\"Outside: %s\", weather),\n876\t\t\tPriority: 15,\n877\t\t}\n878\t}\n879\t\n880\t// getAverageSleepDuration calculates average sleep duration over the past 7 days.\n881\tfunc (g *Generator) getAverageSleepDuration(person string) int {\n882\t\tquery := `SELECT AVG(duration_min) FROM sleep_records\n883\t\t WHERE date >= date('now', '-7 days')`\n884\t\targs := []interface{}{}\n885\t\tif person != \"\" {\n886\t\t\tquery += ` AND person = ?`\n887\t\t\targs = append(args, person)\n888\t\t}\n889\t\n890\t\tvar avg sql.NullFloat64\n891\t\terr := g.db.QueryRow(query, args...).Scan(&avg)\n892\t\tif err != nil || !avg.Valid {\n893\t\t\treturn 0\n894\t\t}\n895\t\treturn int(avg.Float64)\n896\t}\n897\t\n898\t// Save persists a briefing to the briefings table.\n899\tfunc (g *Generator) Save(b *Briefing) error {\n900\t\t// Check which columns exist in the briefings table\n901\t\tvar personColExists, sectionsJSONColExists bool\n902\t\n903\t\t// Check for person column\n904\t\terr := g.db.QueryRow(`\n905\t\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'person'\n906\t\t`).Scan(&personColExists)\n907\t\tif err != nil {\n908\t\t\treturn fmt.Errorf(\"check person column: %w\", err)\n909\t\t}\n910\t\n911\t\t// Check for sections_json column\n912\t\terr = g.db.QueryRow(`\n913\t\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'sections_json'\n914\t\t`).Scan(§ionsJSONColExists)\n915\t\tif err != nil {\n916\t\t\treturn fmt.Errorf(\"check sections_json column: %w\", err)\n917\t\t}\n918\t\n919\t\t// Build query dynamically based on available columns\n920\t\tif personColExists && sectionsJSONColExists {\n921\t\t\t// Marshal sections to JSON if present\n922\t\t\tvar sectionsJSON sql.NullString\n923\t\t\tif len(b.Sections) > 0 {\n924\t\t\t\tdata, err := json.Marshal(b.Sections)\n925\t\t\t\tif err == nil {\n926\t\t\t\t\tsectionsJSON = sql.NullString{String: string(data), Valid: true}\n927\t\t\t\t}\n928\t\t\t}\n929\t\n930\t\t\t_, err = g.db.Exec(`\n931\t\t\t\tINSERT OR REPLACE INTO briefings (date, person, content, generated_at, sections_json)\n932\t\t\t\tVALUES (?, ?, ?, ?, ?)\n933\t\t\t`, b.Date, b.Person, b.Content, b.GeneratedAt, sectionsJSON)\n934\t\t\treturn err\n935\t\t}\n936\t\n937\t\t// Fallback for old schema without person and sections_json\n938\t\t_, err = g.db.Exec(`\n939\t\t\tINSERT OR REPLACE INTO briefings (date, content, generated_at)\n940\t\t\tVALUES (?, ?, ?)\n941\t\t`, b.Date, b.Content, b.GeneratedAt)\n942\t\treturn err\n943\t}\n944\t\n945\t// Get retrieves a previously generated briefing by date and optional person.\n946\tfunc (g *Generator) Get(date string, person string) (*Briefing, error) {\n947\t\t// First, try to query with sections_json (new schema)\n948\t\tvar content string\n949\t\tvar generatedAt int64\n950\t\tvar personVal sql.NullString\n951\t\tvar sectionsJSON sql.NullString\n952\t\n953\t\tquery := `SELECT content, generated_at, person, sections_json FROM briefings WHERE date = ?`\n954\t\targs := []interface{}{date}\n955\t\n956\t\tif person != \"\" {\n957\t\t\tquery += ` AND person = ?`\n958\t\t\targs = append(args, person)\n959\t\t} else {\n960\t\t\tquery += ` AND (person IS NULL OR person = '')`\n961\t\t}\n962\t\n963\t\terr := g.db.QueryRow(query, args...).Scan(&content, &generatedAt, &personVal, §ionsJSON)\n964\t\tif err != nil {\n965\t\t\t// If the query fails, it might be because sections_json column doesn't exist\n966\t\t\t// Try fallback query without sections_json\n967\t\t\tquery = `SELECT content, generated_at FROM briefings WHERE date = ?`\n968\t\t\targs = []interface{}{date}\n969\t\n970\t\t\tif person != \"\" {\n971\t\t\t\tquery += ` AND person = ?`\n972\t\t\t\targs = append(args, person)\n973\t\t\t} else {\n974\t\t\t\tquery += ` AND (person IS NULL OR person = '')`\n975\t\t\t}\n976\t\n977\t\t\tvar content2 string\n978\t\t\tvar generatedAt2 int64\n979\t\t\terr2 := g.db.QueryRow(query, args...).Scan(&content2, &generatedAt2)\n980\t\t\tif err2 != nil {\n981\t\t\t\treturn nil, err2\n982\t\t\t}\n983\t\t\tcontent = content2\n984\t\t\tgeneratedAt = generatedAt2\n985\t\t\t// personVal and sectionsJSON remain NULL/invalid\n986\t\t}\n987\t\n988\t\tb := &Briefing{\n989\t\t\tDate: date,\n990\t\t\tPerson: personVal.String,\n991\t\t\tContent: content,\n992\t\t\tGeneratedAt: generatedAt,\n993\t\t}\n994\t\n995\t\t// Unmarshal sections if present\n996\t\tif sectionsJSON.Valid {\n997\t\t\tif err := json.Unmarshal([]byte(sectionsJSON.String), &b.Sections); err != nil {\n998\t\t\t\tlog.Printf(\"[WARN] Failed to unmarshal sections for %s: %v\", date, err)\n999\t\t\t}\n1000\t\t}\n1001\t\n1002\t\treturn b, nil\n1003\t}\n1004\t\n1005\t// GetLatest retrieves the most recent briefing (for any person).\n1006\tfunc (g *Generator) GetLatest() (*Briefing, error) {\n1007\t\tvar date, person, content string\n1008\t\tvar generatedAt int64\n1009\t\tvar sectionsJSON sql.NullString\n1010\t\n1011\t\t// Try new schema first\n1012\t\terr := g.db.QueryRow(`\n1013\t\t\tSELECT date, person, content, generated_at, sections_json\n1014\t\t\tFROM briefings\n1015\t\t\tORDER BY generated_at DESC\n1016\t\t\tLIMIT 1\n1017\t\t`).Scan(&date, &person, &content, &generatedAt, §ionsJSON)\n1018\t\n1019\t\tif err != nil {\n1020\t\t\t// Fallback to old schema without sections_json\n1021\t\t\terr = g.db.QueryRow(`\n1022\t\t\t\tSELECT date, content, generated_at\n1023\t\t\t\tFROM briefings\n1024\t\t\t\tORDER BY generated_at DESC\n1025\t\t\t\tLIMIT 1\n1026\t\t\t`).Scan(&date, &content, &generatedAt)\n1027\t\t\tif err != nil {\n1028\t\t\t\treturn nil, err\n1029\t\t\t}\n1030\t\t\t// person and sectionsJSON remain empty/invalid\n1031\t\t}\n1032\t\n1033\t\tb := &Briefing{\n1034\t\t\tDate: date,\n1035\t\t\tPerson: person,\n1036\t\t\tContent: content,\n1037\t\t\tGeneratedAt: generatedAt,\n1038\t\t}\n1039\t\n1040\t\t// Unmarshal sections if present\n1041\t\tif sectionsJSON.Valid {\n1042\t\t\tif err := json.Unmarshal([]byte(sectionsJSON.String), &b.Sections); err != nil {\n1043\t\t\t\tlog.Printf(\"[WARN] Failed to unmarshal sections for latest briefing: %v\", err)\n1044\t\t\t}\n1045\t\t}\n1046\t\n1047\t\treturn b, nil\n1048\t}\n1049\t\n1050\t// ShouldGenerate checks if a briefing should be generated for the given date.\n1051\t// Returns true if no briefing exists for this date yet.\n1052\tfunc (g *Generator) ShouldGenerate(date string, person string) bool {\n1053\t\tvar count int\n1054\t\tquery := `SELECT COUNT(*) FROM briefings WHERE date = ?`\n1055\t\targs := []interface{}{date}\n1056\t\n1057\t\tif person != \"\" {\n1058\t\t\tquery += ` AND (person = ? OR person IS NULL OR person = '')`\n1059\t\t\targs = append(args, person)\n1060\t\t}\n1061\t\n1062\t\terr := g.db.QueryRow(query, args...).Scan(&count)\n1063\t\treturn err == nil && count == 0\n1064\t}\n1065\t\n1066\t// MarkDelivered marks a briefing as delivered.\n1067\tfunc (g *Generator) MarkDelivered(id string) error {\n1068\t\t// Check if delivered column exists\n1069\t\tvar deliveredColExists bool\n1070\t\terr := g.db.QueryRow(`\n1071\t\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'delivered'\n1072\t\t`).Scan(&deliveredColExists)\n1073\t\tif err != nil {\n1074\t\t\treturn fmt.Errorf(\"check delivered column: %w\", err)\n1075\t\t}\n1076\t\n1077\t\tif !deliveredColExists {\n1078\t\t\t// Column doesn't exist yet, skip\n1079\t\t\treturn nil\n1080\t\t}\n1081\t\n1082\t\t_, err = g.db.Exec(`UPDATE briefings SET delivered = 1 WHERE id = ?`, id)\n1083\t\treturn err\n1084\t}\n1085\t\n1086\t// MarkAcknowledged marks a briefing as acknowledged by the user.\n1087\tfunc (g *Generator) MarkAcknowledged(id string) error {\n1088\t\t// Check if acknowledged column exists\n1089\t\tvar acknowledgedColExists bool\n1090\t\terr := g.db.QueryRow(`\n1091\t\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'acknowledged'\n1092\t\t`).Scan(&acknowledgedColExists)\n1093\t\tif err != nil {\n1094\t\t\treturn fmt.Errorf(\"check acknowledged column: %w\", err)\n1095\t\t}\n1096\t\n1097\t\tif !acknowledgedColExists {\n1098\t\t\t// Column doesn't exist yet, skip\n1099\t\t\treturn nil\n1100\t\t}\n1101\t\n1102\t\t_, err = g.db.Exec(`UPDATE briefings SET acknowledged = 1 WHERE id = ?`, id)\n1103\t\treturn err\n1104\t}\n1105\t\n1106\t// GetTodayBriefing returns today's briefing as a map for the dashboard.\n1107\tfunc (g *Generator) GetTodayBriefing() (map[string]interface{}, error) {\n1108\t\ttoday := time.Now().Format(\"2006-01-02\")\n1109\t\n1110\t\tb, err := g.Get(today, \"\")\n1111\t\tif err != nil {\n1112\t\t\t// No briefing exists, try generating one\n1113\t\t\tb, err = g.Generate(today, \"\")\n1114\t\t\tif err != nil {\n1115\t\t\t\treturn nil, err\n1116\t\t\t}\n1117\t\t\t// Save the new briefing\n1118\t\t\tif err := g.Save(b); err != nil {\n1119\t\t\t\tlog.Printf(\"[WARN] Failed to save briefing: %v\", err)\n1120\t\t\t}\n1121\t\t}\n1122\t\n1123\t\t// Convert to map for JSON marshaling\n1124\t\tresult := map[string]interface{}{\n1125\t\t\t\"id\": b.ID,\n1126\t\t\t\"date\": b.Date,\n1127\t\t\t\"content\": b.Content,\n1128\t\t\t\"generated_at\": b.GeneratedAt,\n1129\t\t\t\"delivered\": b.Delivered,\n1130\t\t\t\"acknowledged\": b.Acknowledged,\n1131\t\t}\n1132\t\n1133\t\tif len(b.Sections) > 0 {\n1134\t\t\tresult[\"sections\"] = b.Sections\n1135\t\t}\n1136\t\n1137\t\treturn result, nil\n1138\t}\n1139\t\n1140\t// ShouldPushBriefing checks if the briefing should be pushed to clients.\n1141\t// Returns true if it's after 6am and the briefing hasn't been delivered yet.\n1142\tfunc (g *Generator) ShouldPushBriefing() bool {\n1143\t\tnow := time.Now()\n1144\t\thour := now.Hour()\n1145\t\n1146\t\t// Only push after 6am\n1147\t\tif hour < 6 {\n1148\t\t\treturn false\n1149\t\t}\n1150\t\n1151\t\ttoday := now.Format(\"2006-01-02\")\n1152\t\n1153\t\t// Check if a briefing exists for today\n1154\t\tvar count int\n1155\t\terr := g.db.QueryRow(`SELECT COUNT(*) FROM briefings WHERE date = ?`, today).Scan(&count)\n1156\t\tif err != nil || count == 0 {\n1157\t\t\treturn false\n1158\t\t}\n1159\t\n1160\t\t// Check if delivered column exists\n1161\t\tvar deliveredColExists bool\n1162\t\terr = g.db.QueryRow(`\n1163\t\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'delivered'\n1164\t\t`).Scan(&deliveredColExists)\n1165\t\tif err != nil || !deliveredColExists {\n1166\t\t\t// If column doesn't exist, assume not delivered\n1167\t\t\treturn true\n1168\t\t}\n1169\t\n1170\t\t// Check if already delivered\n1171\t\tvar delivered int\n1172\t\terr = g.db.QueryRow(`SELECT delivered FROM briefings WHERE date = ?`, today).Scan(&delivered)\n1173\t\tif err != nil {\n1174\t\t\treturn true\n1175\t\t}\n1176\t\n1177\t\treturn delivered == 0\n1178\t}\n1179\t"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"d220e20c-e263-4d53-84d2-6d7673a4c57f","timestamp":"2026-05-06T10:06:01.106Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/internal/briefing/briefing.go","content":"// Package briefing generates morning briefings with sleep, anomaly, and system summaries.\npackage briefing\n\nimport (\n\t\"database/sql\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"io\"\n\t\"log\"\n\t\"math\"\n\t\"net/http\"\n\t\"strings\"\n\t\"time\"\n\n\t\"github.com/google/uuid\"\n\t_ \"modernc.org/sqlite\"\n)\n\n// Generator produces morning briefings from sleep records, events, and system state.\ntype Generator struct {\n\tdb *sql.DB\n\tzoneProvider ZoneProvider\n\tpersonProvider PersonProvider\n\tpredictionProvider PredictionProvider\n\thealthProvider HealthProvider\n\tnodeProvider NodeInfoProvider\n\tweatherAPIURL string // Optional weather API URL\n\tquietHoursStart int // Hour when quiet hours start (default 22 = 10pm)\n\tquietHoursEnd int // Hour when quiet hours end (default 6 = 6am)\n}\n\n// ZoneProvider provides zone information.\ntype ZoneProvider interface {\n\tGetZoneName(id int) string\n\tGetZoneOccupancy(zoneID int) int\n\tGetPeopleInZone(zoneID int) []string\n}\n\n// PersonProvider provides person information.\ntype PersonProvider interface {\n\tGetPeopleHome() []string\n\tGetPersonLastSeen(person string) time.Time\n\tGetPersonZone(person string) string\n}\n\n// PredictionProvider provides prediction information.\ntype PredictionProvider interface {\n\tGetPrediction(person string, horizonMinutes int) (zone string, probability float64, ok bool)\n\tGetDaysComplete(person string) int\n\tIsModelReady(person string) bool\n}\n\n// HealthProvider provides system health information.\ntype HealthProvider interface {\n\tGetDetectionQuality() float64\n\tGetNodeCount() (online, total int)\n\tGetAccuracyDelta() (percent float64, feedbackCount int)\n\tGetNodeOfflineDuration(mac string) time.Duration\n}\n\n// NodeInfoProvider provides node information for system health section.\ntype NodeInfoProvider interface {\n\tGetNodeName(mac string) string\n\tGetAllNodeMACs() []string\n}\n\n// NewGenerator creates a new briefing generator backed by the main DB.\nfunc NewGenerator(dbPath string) (*Generator, error) {\n\tdb, err := sql.Open(\"sqlite\", dbPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open db: %w\", err)\n\t}\n\tdb.SetMaxOpenConns(1)\n\n\t// Check for weather API URL in settings\n\tvar weatherURL string\n\trow := db.QueryRow(\"SELECT value_json FROM settings WHERE key = 'weather_api_url'\")\n\tvar weatherURLJSON sql.NullString\n\tif err := row.Scan(&weatherURLJSON); err == nil && weatherURLJSON.Valid {\n\t\tweatherURL = weatherURLJSON.String\n\t\t// Unwrap if it's JSON\n\t\tif strings.HasPrefix(weatherURL, `\"`) {\n\t\t\tvar url string\n\t\t\t_ = json.Unmarshal([]byte(weatherURL), &url); //nolint:errcheck\n\t\t\tweatherURL = url\n\t\t}\n\t}\n\n\t// Ensure briefings table exists (it may not in a fresh test database)\n\tif _, err := db.Exec(`\n\t\tCREATE TABLE IF NOT EXISTS briefings (\n\t\t\tid INTEGER PRIMARY KEY AUTOINCREMENT,\n\t\t\tdate TEXT NOT NULL,\n\t\t\tperson TEXT NOT NULL DEFAULT '',\n\t\t\tcontent TEXT NOT NULL DEFAULT '',\n\t\t\tgenerated_at INTEGER NOT NULL DEFAULT 0,\n\t\t\tsections_json TEXT,\n\t\t\tdelivered INTEGER NOT NULL DEFAULT 0,\n\t\t\tacknowledged INTEGER NOT NULL DEFAULT 0,\n\t\t\tUNIQUE(date, person)\n\t\t)\n\t`); err != nil {\n\t\tdb.Close() //nolint:errcheck\n\t\treturn nil, fmt.Errorf(\"create briefings table: %w\", err)\n\t}\n\n\treturn &Generator{\n\t\tdb: db,\n\t\tweatherAPIURL: weatherURL,\n\t\tquietHoursStart: 22, // 10pm\n\t\tquietHoursEnd: 6, // 6am\n\t}, nil\n}\n\n// SetQuietHours sets the quiet hours range for overnight events.\nfunc (g *Generator) SetQuietHours(start, end int) {\n\tg.quietHoursStart = start\n\tg.quietHoursEnd = end\n}\n\n// SetWeatherAPIURL sets the weather API URL for weather section.\nfunc (g *Generator) SetWeatherAPIURL(url string) {\n\tg.weatherAPIURL = url\n}\n\n// Close closes the DB connection.\nfunc (g *Generator) Close() error {\n\treturn g.db.Close()\n}\n\n// SetProviders sets the provider interfaces for briefing generation.\nfunc (g *Generator) SetProviders(z ZoneProvider, p PersonProvider, pr PredictionProvider, h HealthProvider) {\n\tg.zoneProvider = z\n\tg.personProvider = p\n\tg.predictionProvider = pr\n\tg.healthProvider = h\n}\n\n// SetNodeInfoProvider sets the node info provider.\nfunc (g *Generator) SetNodeInfoProvider(n NodeInfoProvider) {\n\tg.nodeProvider = n\n}\n\n// DailyBriefing is the primary struct for a morning briefing.\n// Alias for Briefing with additional delivery tracking fields.\ntype DailyBriefing = Briefing\n\n// BriefingSectionType defines the type of briefing section.\ntype BriefingSectionType string\n\nconst (\n\tSectionTypeSleep BriefingSectionType = \"sleep\"\n\tSectionTypeOvernightEvents BriefingSectionType = \"overnight_events\"\n\tSectionTypeSystemHealth BriefingSectionType = \"system_health\"\n\tSectionTypePredictions BriefingSectionType = \"predictions\"\n\tSectionTypeWeather BriefingSectionType = \"weather\"\n\tSectionTypeAlert BriefingSectionType = \"alert\"\n\tSectionTypePeople BriefingSectionType = \"people\"\n\tSectionTypeAnomaly BriefingSectionType = \"anomaly\"\n\tSectionTypeLearning BriefingSectionType = \"learning\"\n)\n\n// Briefing holds a generated morning briefing.\ntype Briefing struct {\n\tID string `json:\"id\"` // UUID\n\tDate string `json:\"date\"`\n\tPerson string `json:\"person,omitempty\"`\n\tContent string `json:\"content\"`\n\tGeneratedAt int64 `json:\"generated_at\"`\n\tSections []Section `json:\"sections,omitempty\"`\n\tDelivered bool `json:\"delivered\"` // Set true after first push\n\tAcknowledged bool `json:\"acknowledged\"` // Set true when user dismisses\n\tMetadata map[string]string `json:\"metadata,omitempty\"` // Additional metadata\n}\n\n// Section represents a single section of the briefing.\ntype Section struct {\n\tType BriefingSectionType `json:\"type\"`\n\tContent string `json:\"content\"`\n\tPriority int `json:\"priority\"` // Higher = shown first\n\tSeverity string `json:\"severity,omitempty\"` // For alerts: \"info\", \"warning\", \"error\"\n}\n\n// Generate creates a morning briefing for the given date and person.\n// If person is empty, generates a household-wide briefing.\nfunc (g *Generator) Generate(date string, person string) (*Briefing, error) {\n\tvar sections []Section\n\n\t// Parse date for calculations\n\tdateTime, err := time.Parse(\"2006-01-02\", date)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"parse date: %w\", err)\n\t}\n\n\t// Calculate time range for \"last night\" (previous day 18:00 to current day 06:00)\n\t// This covers the overnight period including early morning hours\n\tnightStart := time.Date(dateTime.Year(), dateTime.Month(), dateTime.Day()-1, 18, 0, 0, 0, time.Local)\n\tnightEnd := time.Date(dateTime.Year(), dateTime.Month(), dateTime.Day(), 6, 0, 0, 0, time.Local)\n\n\t// BLOCK 1 — Critical alerts (fall, security)\n\tif alertSection := g.generateAlertBlock(nightStart, nightEnd, person); alertSection != nil {\n\t\tsections = append(sections, *alertSection)\n\t}\n\n\t// BLOCK 2 — Sleep summary\n\tif sleepSection := g.generateSleepBlock(date, person); sleepSection != nil {\n\t\tsections = append(sections, *sleepSection)\n\t}\n\n\t// BLOCK 3 — Who is home (current state)\n\tif peopleSection := g.generatePeopleBlock(person); peopleSection != nil {\n\t\tsections = append(sections, *peopleSection)\n\t}\n\n\t// BLOCK 4 — Overnight events (replaces anomaly block with more detailed filtering)\n\tif overnightSection := g.generateOvernightEventsBlock(nightStart, nightEnd, person); overnightSection != nil {\n\t\tsections = append(sections, *overnightSection)\n\t}\n\n\t// BLOCK 5 — System health\n\tif healthSection := g.generateHealthBlock(); healthSection != nil {\n\t\tsections = append(sections, *healthSection)\n\t}\n\n\t// BLOCK 6 — Weather (optional)\n\tif weatherSection := g.generateWeatherBlock(); weatherSection != nil {\n\t\tsections = append(sections, *weatherSection)\n\t}\n\n\t// BLOCK 7 — Prediction hint\n\tif predictionSection := g.generatePredictionBlock(person); predictionSection != nil {\n\t\tsections = append(sections, *predictionSection)\n\t}\n\n\t// BLOCK 8 — Learning progress\n\tif learningSection := g.generateLearningBlock(); learningSection != nil {\n\t\tsections = append(sections, *learningSection)\n\t}\n\n\t// Degenerate case\n\tif len(sections) == 0 {\n\t\tsections = append(sections, Section{\n\t\t\tType: \"info\",\n\t\t\tContent: \"All quiet last night. All systems healthy.\",\n\t\t\tPriority: 0,\n\t\t})\n\t}\n\n\t// Sort by priority descending\n\tfor i := 0; i < len(sections)-1; i++ {\n\t\tfor j := i + 1; j < len(sections); j++ {\n\t\t\tif sections[j].Priority > sections[i].Priority {\n\t\t\t\tsections[i], sections[j] = sections[j], sections[i]\n\t\t\t}\n\t\t}\n\t}\n\n\t// Build content from prioritized sections\n\tcontentParts := make([]string, 0, len(sections))\n\tfor _, s := range sections {\n\t\tcontentParts = append(contentParts, s.Content)\n\t}\n\tcontent := strings.Join(contentParts, \"\\n\\n\")\n\n\treturn &Briefing{\n\t\tID: uuid.New().String(),\n\t\tDate: date,\n\t\tPerson: person,\n\t\tContent: content,\n\t\tGeneratedAt: time.Now().UnixMilli(),\n\t\tSections: sections,\n\t\tDelivered: false,\n\t\tAcknowledged: false,\n\t}, nil\n}\n\n// generateAlertBlock generates BLOCK 1 — Critical alerts.\nfunc (g *Generator) generateAlertBlock(nightStart, nightEnd time.Time, person string) *Section {\n\tquery := `SELECT type, zone, person, detail_json, severity\n\t FROM events\n\t WHERE timestamp_ms >= ? AND timestamp_ms < ?\n\t AND type IN ('fall_alert', 'security_alert')\n\t AND severity IN ('alert', 'critical')`\n\targs := []interface{}{nightStart.UnixMilli(), nightEnd.UnixMilli()}\n\n\tif person != \"\" {\n\t\tquery += ` AND person = ?`\n\t\targs = append(args, person)\n\t}\n\tquery += ` ORDER BY timestamp_ms ASC LIMIT 5`\n\n\tlog.Printf(\"[DEBUG] Alert query: nightStart=%s (%d), nightEnd=%s (%d), person=%s\",\n\t\tnightStart, nightStart.UnixMilli(), nightEnd, nightEnd.UnixMilli(), person)\n\n\trows, err := g.db.Query(query, args...)\n\tif err != nil {\n\t\tlog.Printf(\"[DEBUG] Alert query error: %v\", err)\n\t\treturn nil\n\t}\n\tdefer rows.Close() //nolint:errcheck\n\n\tvar alerts []string\n\tfor rows.Next() {\n\t\tvar eventType, zone, personName, detailJSON, severity string\n\t\tif err := rows.Scan(&eventType, &zone, &personName, &detailJSON, &severity); err != nil {\n\t\t\tlog.Printf(\"[DEBUG] Scan error: %v\", err)\n\t\t\tcontinue\n\t\t}\n\n\t\tvar alert strings.Builder\n\t\tswitch eventType {\n\t\tcase \"fall_alert\":\n\t\t\talert.WriteString(\"⚠ Fall detected\")\n\t\t\tif personName != \"\" {\n\t\t\t\talert.WriteString(\": \")\n\t\t\t\talert.WriteString(personName)\n\t\t\t}\n\t\t\tif zone != \"\" {\n\t\t\t\talert.WriteString(\" in \")\n\t\t\t\talert.WriteString(zone)\n\t\t\t}\n\t\tcase \"security_alert\":\n\t\t\talert.WriteString(\"⚠ Security alert\")\n\t\t\tif zone != \"\" {\n\t\t\t\talert.WriteString(\": Motion in \")\n\t\t\t\talert.WriteString(zone)\n\t\t\t}\n\t\t}\n\t\talerts = append(alerts, alert.String())\n\t}\n\n\tif len(alerts) == 0 {\n\t\treturn nil\n\t}\n\n\tcontent := \"⚠ \" + strings.Join(alerts, \"; \")\n\tif len(alerts) > 1 {\n\t\tcontent = fmt.Sprintf(\"⚠ %d critical events overnight. \", len(alerts)) + strings.Join(alerts, \"; \")\n\t}\n\n\treturn &Section{\n\t\tType: \"alert\",\n\t\tContent: content,\n\t\tPriority: 100,\n\t}\n}\n\n// generateSleepBlock generates BLOCK 2 — Sleep summary.\nfunc (g *Generator) generateSleepBlock(date, person string) *Section {\n\tquery := `SELECT duration_min, onset_latency_min, restlessness,\n\t breathing_rate_avg, breathing_regularity, breathing_anomaly,\n\t breathing_samples_json, person\n\t FROM sleep_records WHERE date = ?`\n\targs := []interface{}{date}\n\tif person != \"\" {\n\t\tquery += ` AND person = ?`\n\t\targs = append(args, person)\n\t}\n\n\trows, err := g.db.Query(query, args...)\n\tif err != nil {\n\t\treturn nil\n\t}\n\tdefer rows.Close() //nolint:errcheck\n\n\tvar sleepRecords []struct {\n\t\tDuration sql.NullInt32\n\t\tOnsetLatency sql.NullFloat64\n\t\tRestlessness sql.NullFloat64\n\t\tBreathAvg sql.NullFloat64\n\t\tBreathReg sql.NullFloat64\n\t\tBreathAnomaly sql.NullBool\n\t\tBreathSamples sql.NullString\n\t\tPerson sql.NullString\n\t}\n\n\tfor rows.Next() {\n\t\tvar r struct {\n\t\t\tDuration sql.NullInt32\n\t\t\tOnsetLatency sql.NullFloat64\n\t\t\tRestlessness sql.NullFloat64\n\t\t\tBreathAvg sql.NullFloat64\n\t\t\tBreathReg sql.NullFloat64\n\t\t\tBreathAnomaly sql.NullBool\n\t\t\tBreathSamples sql.NullString\n\t\t\tPerson sql.NullString\n\t\t}\n\t\tif err := rows.Scan(&r.Duration, &r.OnsetLatency, &r.Restlessness,\n\t\t\t&r.BreathAvg, &r.BreathReg, &r.BreathAnomaly, &r.BreathSamples, &r.Person); err != nil {\n\t\t\tcontinue\n\t\t}\n\t\tsleepRecords = append(sleepRecords, r)\n\t}\n\n\tif len(sleepRecords) == 0 {\n\t\treturn nil\n\t}\n\n\t// For multi-person, aggregate or pick the primary record\n\t// For now, use the first record\n\tr := sleepRecords[0]\n\n\tvar parts []string\n\tpersonName := \"You\"\n\tif r.Person.Valid && r.Person.String != \"\" {\n\t\tpersonName = r.Person.String\n\t}\n\n\t// Duration and deviation from average\n\tif r.Duration.Valid && r.Duration.Int32 > 0 {\n\t\th := r.Duration.Int32 / 60\n\t\tm := r.Duration.Int32 % 60\n\t\tif m > 0 {\n\t\t\tparts = append(parts, fmt.Sprintf(\"%s slept %dh %dm\", personName, h, m))\n\t\t} else {\n\t\t\tparts = append(parts, fmt.Sprintf(\"%s slept %dh\", personName, h))\n\t\t}\n\n\t\t// Compare with average (get from recent records)\n\t\tavgDuration := g.getAverageSleepDuration(r.Person.String)\n\t\tif avgDuration > 0 {\n\t\t\tdelta := int(r.Duration.Int32) - avgDuration\n\t\t\tif math.Abs(float64(delta)) >= 10 {\n\t\t\t\tif delta > 0 {\n\t\t\t\t\tparts[len(parts)-1] += fmt.Sprintf(\" — %d minutes more than your average\", delta)\n\t\t\t\t} else {\n\t\t\t\t\tparts[len(parts)-1] += fmt.Sprintf(\" — %d minutes less than your average\", -delta)\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t} else {\n\t\tparts = append(parts, personName+\" slept\")\n\t}\n\n\t// Restlessness\n\tif r.Restlessness.Valid {\n\t\tswitch {\n\t\tcase r.Restlessness.Float64 < 1:\n\t\t\tparts = append(parts, \"Restlessness: Low.\")\n\t\tcase r.Restlessness.Float64 < 3:\n\t\t\tparts = append(parts, \"Restlessness: Moderate.\")\n\t\tdefault:\n\t\t\tparts = append(parts, \"Restlessness: High.\")\n\t\t}\n\t}\n\n\t// Breathing regularity\n\tif r.BreathReg.Valid {\n\t\tcv := r.BreathReg.Float64\n\t\tswitch {\n\t\tcase cv < 0.10:\n\t\t\tparts = append(parts, \"Breathing: Regular.\")\n\t\tcase cv > 0.25:\n\t\t\tparts = append(parts, \"Breathing: Irregular.\")\n\t\tdefault:\n\t\t\tparts = append(parts, \"Breathing: Normal.\")\n\t\t}\n\t}\n\n\t// Breathing anomaly\n\tif r.BreathAnomaly.Valid && r.BreathAnomaly.Bool {\n\t\tif r.BreathSamples.Valid {\n\t\t\tvar info map[string]interface{}\n\t\t\tif err := json.Unmarshal([]byte(r.BreathSamples.String), &info); err == nil {\n\t\t\t\tavg, _ := info[\"avg\"].(float64)\n\t\t\t\tpersonal, _ := info[\"personal_avg\"].(float64)\n\t\t\t\tif personal > 0 {\n\t\t\t\t\tparts = append(parts, fmt.Sprintf(\"Breathing rate elevated (%.0f bpm vs. %.0f bpm average).\",\n\t\t\t\t\t\tavg, personal))\n\t\t\t\t} else if avg > 0 {\n\t\t\t\t\tparts = append(parts, fmt.Sprintf(\"Breathing rate elevated (%.0f bpm).\", avg))\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\tif len(parts) == 0 {\n\t\treturn nil\n\t}\n\n\treturn &Section{\n\t\tType: \"sleep\",\n\t\tContent: strings.Join(parts, \" \"),\n\t\tPriority: 80,\n\t}\n}\n\n// generatePeopleBlock generates BLOCK 3 — Who is home.\nfunc (g *Generator) generatePeopleBlock(person string) *Section {\n\tif g.personProvider == nil {\n\t\treturn nil\n\t}\n\n\tpeopleHome := g.personProvider.GetPeopleHome()\n\tif len(peopleHome) == 0 {\n\t\treturn &Section{\n\t\t\tType: \"people\",\n\t\t\tContent: \"The house is currently empty.\",\n\t\t\tPriority: 60,\n\t\t}\n\t}\n\n\tvar content string\n\tif len(peopleHome) == 1 {\n\t\tcontent = fmt.Sprintf(\"%s is home.\", peopleHome[0])\n\t} else {\n\t\tcontent = fmt.Sprintf(\"%s are home.\", strings.Join(peopleHome, \", \"))\n\t}\n\n\t// Add information about who left when\n\t// This would need event history, for now skip\n\treturn &Section{\n\t\tType: \"people\",\n\t\tContent: content,\n\t\tPriority: 60,\n\t}\n}\n\n// generateAnomalyBlock generates BLOCK 4 — Overnight anomalies.\nfunc (g *Generator) generateAnomalyBlock(nightStart, nightEnd time.Time, person string) *Section {\n\tquery := `SELECT type, zone, detail_json, timestamp_ms\n\t FROM events\n\t WHERE timestamp_ms >= ? AND timestamp_ms < ?\n\t AND type IN ('anomaly', 'unusual_activity')\n\t AND severity IN ('warning', 'alert')\n\t ORDER BY timestamp_ms ASC`\n\targs := []interface{}{nightStart.UnixMilli(), nightEnd.UnixMilli()}\n\n\tif person != \"\" {\n\t\tquery += ` AND person = ?`\n\t\targs = append(args, person)\n\t}\n\tquery += ` LIMIT 3`\n\n\trows, err := g.db.Query(query, args...)\n\tif err != nil {\n\t\treturn nil\n\t}\n\tdefer rows.Close() //nolint:errcheck\n\n\tvar anomalies []string\n\tfor rows.Next() {\n\t\tvar eventType, zone, detailJSON string\n\t\tvar timestamp int64\n\t\tif err := rows.Scan(&eventType, &zone, &detailJSON, ×tamp); err != nil {\n\t\t\tcontinue\n\t\t}\n\n\t\t// Parse anomaly score from detail_json\n\t\tvar detail map[string]interface{}\n\t\tvar score float64\n\t\tif err := json.Unmarshal([]byte(detailJSON), &detail); err == nil {\n\t\t\tif s, ok := detail[\"score\"].(float64); ok {\n\t\t\t\tscore = s\n\t\t\t}\n\t\t}\n\n\t\ttimeStr := time.Unix(0, timestamp*1e6).Format(\"3:04pm\")\n\t\tvar anomaly strings.Builder\n\t\tif zone != \"\" {\n\t\t\tanomaly.WriteString(fmt.Sprintf(\"Motion in %s at %s\", zone, timeStr))\n\t\t} else {\n\t\t\tanomaly.WriteString(fmt.Sprintf(\"Unusual activity at %s\", timeStr))\n\t\t}\n\n\t\tif score >= 0.85 {\n\t\t\tanomaly.WriteString(\". High-confidence.\")\n\t\t} else if score < 0.7 {\n\t\t\tanomaly.WriteString(\". Likely environmental.\")\n\t\t}\n\n\t\tanomalies = append(anomalies, anomaly.String())\n\t}\n\n\tif len(anomalies) == 0 {\n\t\treturn nil\n\t}\n\n\tvar content string\n\tif len(anomalies) == 1 {\n\t\tcontent = \"Last night: \" + anomalies[0]\n\t} else {\n\t\tcontent = fmt.Sprintf(\"Last night: %d unusual events. Most notable: \", len(anomalies)) + anomalies[0]\n\t}\n\n\treturn &Section{\n\t\tType: \"anomaly\",\n\t\tContent: content,\n\t\tPriority: 70,\n\t}\n}\n\n// generateHealthBlock generates BLOCK 5 — System health.\nfunc (g *Generator) generateHealthBlock() *Section {\n\tif g.healthProvider == nil {\n\t\treturn nil\n\t}\n\n\tquality := g.healthProvider.GetDetectionQuality()\n\tonline, total := g.healthProvider.GetNodeCount()\n\n\t// Build content with node health details\n\tvar contentParts []string\n\n\tcontentParts = append(contentParts, fmt.Sprintf(\"%d nodes healthy.\", online))\n\n\t// Check for offline nodes with duration\n\tif g.nodeProvider != nil {\n\t\tallMACs := g.nodeProvider.GetAllNodeMACs()\n\t\tfor _, mac := range allMACs {\n\t\t\t// Get offline duration from health provider\n\t\t\tif g.healthProvider != nil {\n\t\t\t\tduration := g.healthProvider.GetNodeOfflineDuration(mac)\n\t\t\t\tif duration > 0 {\n\t\t\t\t\tname := g.nodeProvider.GetNodeName(mac)\n\t\t\t\t\tif name == \"\" {\n\t\t\t\t\t\tname = mac\n\t\t\t\t\t}\n\n\t\t\t\t\t// Format duration\n\t\t\t\t\tdurationH := int(duration.Hours())\n\t\t\t\t\tdurationM := int(duration.Minutes()) % 60\n\t\t\t\t\tif durationH > 0 {\n\t\t\t\t\t\tif durationM > 0 {\n\t\t\t\t\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"Node %s has been offline for %dh %dm.\", name, durationH, durationM))\n\t\t\t\t\t\t} else {\n\t\t\t\t\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"Node %s has been offline for %dh.\", name, durationH))\n\t\t\t\t\t\t}\n\t\t\t\t\t} else if durationM > 0 {\n\t\t\t\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"Node %s has been offline for %dmin.\", name, durationM))\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\t// Add detection quality if not excellent\n\tif quality < 90 {\n\t\tcontentParts = append(contentParts, fmt.Sprintf(\"Detection quality: %.0f%%.\", quality))\n\t}\n\n\t// Skip if everything is healthy\n\tif len(contentParts) == 1 && online == total && quality >= 90 {\n\t\treturn nil\n\t}\n\n\tcontent := strings.Join(contentParts, \" \")\n\n\treturn &Section{\n\t\tType: SectionTypeSystemHealth,\n\t\tContent: content,\n\t\tPriority: 30,\n\t}\n}\n\n// generatePredictionBlock generates BLOCK 6 — Prediction hint.\nfunc (g *Generator) generatePredictionBlock(person string) *Section {\n\tif g.predictionProvider == nil {\n\t\treturn nil\n\t}\n\n\t// Get prediction for next action (15 min horizon)\n\tzone, probability, ok := g.predictionProvider.GetPrediction(person, 15)\n\tif !ok || probability < 0.7 {\n\t\treturn nil\n\t}\n\n\t// Format day of week\n\tnow := time.Now()\n\tdayOfWeek := now.Weekday().String()\n\n\t// Find what action this prediction suggests\n\tcontent := fmt.Sprintf(\"Today's forecast: Based on your %s pattern, you'll likely be in %s in 15 minutes (%.0f%% confidence).\",\n\t\tdayOfWeek, zone, probability*100)\n\n\treturn &Section{\n\t\tType: \"prediction\",\n\t\tContent: content,\n\t\tPriority: 40,\n\t}\n}\n\n// generateLearningBlock generates BLOCK 7 — Learning progress.\nfunc (g *Generator) generateLearningBlock() *Section {\n\tif g.healthProvider == nil {\n\t\treturn nil\n\t}\n\n\tdelta, feedbackCount := g.healthProvider.GetAccuracyDelta()\n\tif feedbackCount == 0 {\n\t\treturn nil\n\t}\n\n\tvar content string\n\tif delta > 0 {\n\t\tcontent = fmt.Sprintf(\"Accuracy improved %.0f%% this week thanks to your %d corrections.\",\n\t\t\tdelta, feedbackCount)\n\t} else {\n\t\tcontent = fmt.Sprintf(\"You provided %d corrections this week.\", feedbackCount)\n\t}\n\n\treturn &Section{\n\t\tType: SectionTypeLearning,\n\t\tContent: content,\n\t\tPriority: 20,\n\t}\n}\n\n// generateOvernightEventsBlock generates the overnight events section.\n// Filters for FallDetected, AnomalyDetected, NodeDisconnected events during quiet hours.\nfunc (g *Generator) generateOvernightEventsBlock(nightStart, nightEnd time.Time, person string) *Section {\n\t// Calculate quiet hours period\n\t// Use the passed time range directly (already calculated as 18:00 previous day to 06:00 current day)\n\n\tquery := `SELECT type, zone, person, detail_json, timestamp_ms, severity\n\t FROM events\n\t WHERE timestamp_ms >= ? AND timestamp_ms < ?\n\t\t AND type IN ('fall_alert', 'anomaly', 'node_disconnected')\n\t\t AND severity IN ('warning', 'alert', 'critical')\n\t ORDER BY timestamp_ms ASC\n\t LIMIT 6`\n\n\targs := []interface{}{nightStart.UnixMilli(), nightEnd.UnixMilli()}\n\n\tif person != \"\" {\n\t\tquery += ` AND person = ?`\n\t\targs = append(args, person)\n\t}\n\n\trows, err := g.db.Query(query, args...)\n\tif err != nil {\n\t\treturn nil\n\t}\n\tdefer rows.Close() //nolint:errcheck\n\n\tvar events []struct {\n\t\tType string\n\t\tZone string\n\t\tPerson string\n\t\tDetailJSON string\n\t\tTimestamp int64\n\t\tSeverity string\n\t\tAcked bool\n\t}\n\n\tfor rows.Next() {\n\t\tvar e struct {\n\t\t\tType string\n\t\t\tZone string\n\t\t\tPerson string\n\t\t\tDetailJSON string\n\t\t\tTimestamp int64\n\t\t\tSeverity string\n\t\t\tAcked bool\n\t\t}\n\t\tif err := rows.Scan(&e.Type, &e.Zone, &e.Person, &e.DetailJSON, &e.Timestamp, &e.Severity); err != nil {\n\t\t\tcontinue\n\t\t}\n\n\t\t// Check if acknowledged from detail_json\n\t\tvar detail map[string]interface{}\n\t\tif err := json.Unmarshal([]byte(e.DetailJSON), &detail); err == nil {\n\t\t\tif acked, ok := detail[\"acknowledged\"].(bool); ok {\n\t\t\t\te.Acked = acked\n\t\t\t}\n\t\t}\n\n\t\tevents = append(events, e)\n\t}\n\n\tif len(events) == 0 {\n\t\treturn &Section{\n\t\t\tType: SectionTypeOvernightEvents,\n\t\t\tContent: \"No incidents overnight.\",\n\t\t\tPriority: 40,\n\t\t}\n\t}\n\n\tvar contentParts []string\n\tfor i, e := range events {\n\t\tvar eventStr strings.Builder\n\t\ttimeStr := time.Unix(0, e.Timestamp*1e6).Format(\"3:04pm\")\n\n\t\tswitch e.Type {\n\t\tcase \"fall_alert\":\n\t\t\teventStr.WriteString(fmt.Sprintf(\"Possible fall detected at %s\", timeStr))\n\t\t\tif e.Person != \"\" {\n\t\t\t\teventStr.WriteString(fmt.Sprintf(\" for %s\", e.Person))\n\t\t\t}\n\t\t\tif e.Zone != \"\" {\n\t\t\t\teventStr.WriteString(fmt.Sprintf(\" in %s\", e.Zone))\n\t\t\t}\n\t\t\tif e.Acked {\n\t\t\t\teventStr.WriteString(\" (acknowledged)\")\n\t\t\t}\n\n\t\tcase \"anomaly\":\n\t\t\teventStr.WriteString(fmt.Sprintf(\"Anomaly detected at %s\", timeStr))\n\t\t\tif e.Zone != \"\" {\n\t\t\t\teventStr.WriteString(fmt.Sprintf(\" in %s\", e.Zone))\n\t\t\t}\n\t\t\tif e.Acked {\n\t\t\t\teventStr.WriteString(\" (acknowledged)\")\n\t\t\t}\n\n\t\tcase \"node_disconnected\":\n\t\t\teventStr.WriteString(fmt.Sprintf(\"Node %s went offline at %s\", e.Zone, timeStr))\n\t\t\t// Try to get reconnection time\n\t\t\tvar reconnectTime sql.NullInt64\n\t\t\treconnectQuery := `SELECT timestamp_ms FROM events\n\t\t\t WHERE type = 'node_connected' AND zone = ?\n\t\t\t AND timestamp_ms > ? ORDER BY timestamp_ms ASC LIMIT 1`\n\t\t\terr := g.db.QueryRow(reconnectQuery, e.Zone, e.Timestamp).Scan(&reconnectTime)\n\t\t\tif err == nil && reconnectTime.Valid {\n\t\t\t\treconnectStr := time.Unix(0, reconnectTime.Int64*1e6).Format(\"3:04pm\")\n\t\t\t\teventStr.WriteString(fmt.Sprintf(\" and reconnected at %s\", reconnectStr))\n\t\t\t}\n\t\t}\n\n\t\tcontentParts = append(contentParts, eventStr.String())\n\n\t\t// Limit to 5 events\n\t\tif i >= 4 && len(events) > 5 {\n\t\t\tcontentParts = append(contentParts, fmt.Sprintf(\"...and %d more events.\", len(events)-5))\n\t\t\tbreak\n\t\t}\n\t}\n\n\tcontent := strings.Join(contentParts, \". \")\n\tif len(contentParts) > 1 {\n\t\tcontent += \".\"\n\t}\n\n\treturn &Section{\n\t\tType: SectionTypeOvernightEvents,\n\t\tContent: content,\n\t\tPriority: 75,\n\t}\n}\n\n// generateWeatherBlock generates the optional weather section.\nfunc (g *Generator) generateWeatherBlock() *Section {\n\tif g.weatherAPIURL == \"\" {\n\t\treturn nil\n\t}\n\n\t// Fetch weather from wttr.in\n\t// Format: GET https://wttr.in/{location}?format=%t+%C\n\tclient := &http.Client{Timeout: 10 * time.Second}\n\tresp, err := client.Get(g.weatherAPIURL)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to fetch weather: %v\", err)\n\t\treturn nil\n\t}\n\tdefer resp.Body.Close() //nolint:errcheck\n\n\tif resp.StatusCode != http.StatusOK {\n\t\tlog.Printf(\"[WARN] Weather API returned status %d\", resp.StatusCode)\n\t\treturn nil\n\t}\n\n\tbody, err := io.ReadAll(resp.Body)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to read weather response: %v\", err)\n\t\treturn nil\n\t}\n\n\tweather := strings.TrimSpace(string(body))\n\tif weather == \"\" || weather == \"Unknown\" {\n\t\treturn nil\n\t}\n\n\treturn &Section{\n\t\tType: SectionTypeWeather,\n\t\tContent: fmt.Sprintf(\"Outside: %s\", weather),\n\t\tPriority: 15,\n\t}\n}\n\n// getAverageSleepDuration calculates average sleep duration over the past 7 days.\nfunc (g *Generator) getAverageSleepDuration(person string) int {\n\tquery := `SELECT AVG(duration_min) FROM sleep_records\n\t WHERE date >= date('now', '-7 days')`\n\targs := []interface{}{}\n\tif person != \"\" {\n\t\tquery += ` AND person = ?`\n\t\targs = append(args, person)\n\t}\n\n\tvar avg sql.NullFloat64\n\terr := g.db.QueryRow(query, args...).Scan(&avg)\n\tif err != nil || !avg.Valid {\n\t\treturn 0\n\t}\n\treturn int(avg.Float64)\n}\n\n// Save persists a briefing to the briefings table.\nfunc (g *Generator) Save(b *Briefing) error {\n\t// Check which columns exist in the briefings table\n\tvar personColExists, sectionsJSONColExists bool\n\n\t// Check for person column\n\terr := g.db.QueryRow(`\n\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'person'\n\t`).Scan(&personColExists)\n\tif err != nil {\n\t\treturn fmt.Errorf(\"check person column: %w\", err)\n\t}\n\n\t// Check for sections_json column\n\terr = g.db.QueryRow(`\n\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'sections_json'\n\t`).Scan(§ionsJSONColExists)\n\tif err != nil {\n\t\treturn fmt.Errorf(\"check sections_json column: %w\", err)\n\t}\n\n\t// Build query dynamically based on available columns\n\tif personColExists && sectionsJSONColExists {\n\t\t// Marshal sections to JSON if present\n\t\tvar sectionsJSON sql.NullString\n\t\tif len(b.Sections) > 0 {\n\t\t\tdata, err := json.Marshal(b.Sections)\n\t\t\tif err == nil {\n\t\t\t\tsectionsJSON = sql.NullString{String: string(data), Valid: true}\n\t\t\t}\n\t\t}\n\n\t\t_, err = g.db.Exec(`\n\t\t\tINSERT OR REPLACE INTO briefings (date, person, content, generated_at, sections_json)\n\t\t\tVALUES (?, ?, ?, ?, ?)\n\t\t`, b.Date, b.Person, b.Content, b.GeneratedAt, sectionsJSON)\n\t\treturn err\n\t}\n\n\t// Fallback for old schema without person and sections_json\n\t_, err = g.db.Exec(`\n\t\tINSERT OR REPLACE INTO briefings (date, content, generated_at)\n\t\tVALUES (?, ?, ?)\n\t`, b.Date, b.Content, b.GeneratedAt)\n\treturn err\n}\n\n// Get retrieves a previously generated briefing by date and optional person.\nfunc (g *Generator) Get(date string, person string) (*Briefing, error) {\n\t// First, try to query with sections_json (new schema)\n\tvar content string\n\tvar generatedAt int64\n\tvar personVal sql.NullString\n\tvar sectionsJSON sql.NullString\n\n\tquery := `SELECT content, generated_at, person, sections_json FROM briefings WHERE date = ?`\n\targs := []interface{}{date}\n\n\tif person != \"\" {\n\t\tquery += ` AND person = ?`\n\t\targs = append(args, person)\n\t} else {\n\t\tquery += ` AND (person IS NULL OR person = '')`\n\t}\n\n\terr := g.db.QueryRow(query, args...).Scan(&content, &generatedAt, &personVal, §ionsJSON)\n\tif err != nil {\n\t\t// If the query fails, it might be because sections_json column doesn't exist\n\t\t// Try fallback query without sections_json\n\t\tquery = `SELECT content, generated_at FROM briefings WHERE date = ?`\n\t\targs = []interface{}{date}\n\n\t\tif person != \"\" {\n\t\t\tquery += ` AND person = ?`\n\t\t\targs = append(args, person)\n\t\t} else {\n\t\t\tquery += ` AND (person IS NULL OR person = '')`\n\t\t}\n\n\t\tvar content2 string\n\t\tvar generatedAt2 int64\n\t\terr2 := g.db.QueryRow(query, args...).Scan(&content2, &generatedAt2)\n\t\tif err2 != nil {\n\t\t\treturn nil, err2\n\t\t}\n\t\tcontent = content2\n\t\tgeneratedAt = generatedAt2\n\t\t// personVal and sectionsJSON remain NULL/invalid\n\t}\n\n\tb := &Briefing{\n\t\tDate: date,\n\t\tPerson: personVal.String,\n\t\tContent: content,\n\t\tGeneratedAt: generatedAt,\n\t}\n\n\t// Unmarshal sections if present\n\tif sectionsJSON.Valid {\n\t\tif err := json.Unmarshal([]byte(sectionsJSON.String), &b.Sections); err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to unmarshal sections for %s: %v\", date, err)\n\t\t}\n\t}\n\n\treturn b, nil\n}\n\n// GetLatest retrieves the most recent briefing (for any person).\nfunc (g *Generator) GetLatest() (*Briefing, error) {\n\tvar date, person, content string\n\tvar generatedAt int64\n\tvar sectionsJSON sql.NullString\n\n\t// Try new schema first\n\terr := g.db.QueryRow(`\n\t\tSELECT date, person, content, generated_at, sections_json\n\t\tFROM briefings\n\t\tORDER BY generated_at DESC\n\t\tLIMIT 1\n\t`).Scan(&date, &person, &content, &generatedAt, §ionsJSON)\n\n\tif err != nil {\n\t\t// Fallback to old schema without sections_json\n\t\terr = g.db.QueryRow(`\n\t\t\tSELECT date, content, generated_at\n\t\t\tFROM briefings\n\t\t\tORDER BY generated_at DESC\n\t\t\tLIMIT 1\n\t\t`).Scan(&date, &content, &generatedAt)\n\t\tif err != nil {\n\t\t\treturn nil, err\n\t\t}\n\t\t// person and sectionsJSON remain empty/invalid\n\t}\n\n\tb := &Briefing{\n\t\tDate: date,\n\t\tPerson: person,\n\t\tContent: content,\n\t\tGeneratedAt: generatedAt,\n\t}\n\n\t// Unmarshal sections if present\n\tif sectionsJSON.Valid {\n\t\tif err := json.Unmarshal([]byte(sectionsJSON.String), &b.Sections); err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to unmarshal sections for latest briefing: %v\", err)\n\t\t}\n\t}\n\n\treturn b, nil\n}\n\n// ShouldGenerate checks if a briefing should be generated for the given date.\n// Returns true if no briefing exists for this date yet.\nfunc (g *Generator) ShouldGenerate(date string, person string) bool {\n\tvar count int\n\tquery := `SELECT COUNT(*) FROM briefings WHERE date = ?`\n\targs := []interface{}{date}\n\n\tif person != \"\" {\n\t\tquery += ` AND (person = ? OR person IS NULL OR person = '')`\n\t\targs = append(args, person)\n\t}\n\n\terr := g.db.QueryRow(query, args...).Scan(&count)\n\treturn err == nil && count == 0\n}\n\n// MarkDelivered marks a briefing as delivered.\nfunc (g *Generator) MarkDelivered(id string) error {\n\t// Check if delivered column exists\n\tvar deliveredColExists bool\n\terr := g.db.QueryRow(`\n\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'delivered'\n\t`).Scan(&deliveredColExists)\n\tif err != nil {\n\t\treturn fmt.Errorf(\"check delivered column: %w\", err)\n\t}\n\n\tif !deliveredColExists {\n\t\t// Column doesn't exist yet, skip\n\t\treturn nil\n\t}\n\n\t_, err = g.db.Exec(`UPDATE briefings SET delivered = 1 WHERE id = ?`, id)\n\treturn err\n}\n\n// MarkAcknowledged marks a briefing as acknowledged by the user.\nfunc (g *Generator) MarkAcknowledged(id string) error {\n\t// Check if acknowledged column exists\n\tvar acknowledgedColExists bool\n\terr := g.db.QueryRow(`\n\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'acknowledged'\n\t`).Scan(&acknowledgedColExists)\n\tif err != nil {\n\t\treturn fmt.Errorf(\"check acknowledged column: %w\", err)\n\t}\n\n\tif !acknowledgedColExists {\n\t\t// Column doesn't exist yet, skip\n\t\treturn nil\n\t}\n\n\t_, err = g.db.Exec(`UPDATE briefings SET acknowledged = 1 WHERE id = ?`, id)\n\treturn err\n}\n\n// GetTodayBriefing returns today's briefing as a map for the dashboard.\nfunc (g *Generator) GetTodayBriefing() (map[string]interface{}, error) {\n\ttoday := time.Now().Format(\"2006-01-02\")\n\n\tb, err := g.Get(today, \"\")\n\tif err != nil {\n\t\t// No briefing exists, try generating one\n\t\tb, err = g.Generate(today, \"\")\n\t\tif err != nil {\n\t\t\treturn nil, err\n\t\t}\n\t\t// Save the new briefing\n\t\tif err := g.Save(b); err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to save briefing: %v\", err)\n\t\t}\n\t}\n\n\t// Convert to map for JSON marshaling\n\tresult := map[string]interface{}{\n\t\t\"id\": b.ID,\n\t\t\"date\": b.Date,\n\t\t\"content\": b.Content,\n\t\t\"generated_at\": b.GeneratedAt,\n\t\t\"delivered\": b.Delivered,\n\t\t\"acknowledged\": b.Acknowledged,\n\t}\n\n\tif len(b.Sections) > 0 {\n\t\tresult[\"sections\"] = b.Sections\n\t}\n\n\treturn result, nil\n}\n\n// ShouldPushBriefing checks if the briefing should be pushed to clients.\n// Returns true if it's after 6am and the briefing hasn't been delivered yet.\nfunc (g *Generator) ShouldPushBriefing() bool {\n\tnow := time.Now()\n\thour := now.Hour()\n\n\t// Only push after 6am\n\tif hour < 6 {\n\t\treturn false\n\t}\n\n\ttoday := now.Format(\"2006-01-02\")\n\n\t// Check if a briefing exists for today\n\tvar count int\n\terr := g.db.QueryRow(`SELECT COUNT(*) FROM briefings WHERE date = ?`, today).Scan(&count)\n\tif err != nil || count == 0 {\n\t\treturn false\n\t}\n\n\t// Check if delivered column exists\n\tvar deliveredColExists bool\n\terr = g.db.QueryRow(`\n\t\tSELECT COUNT(*) > 0 FROM pragma_table_info('briefings') WHERE name = 'delivered'\n\t`).Scan(&deliveredColExists)\n\tif err != nil || !deliveredColExists {\n\t\t// If column doesn't exist, assume not delivered\n\t\treturn true\n\t}\n\n\t// Check if already delivered\n\tvar delivered int\n\terr = g.db.QueryRow(`SELECT delivered FROM briefings WHERE date = ?`, today).Scan(&delivered)\n\tif err != nil {\n\t\treturn true\n\t}\n\n\treturn delivered == 0\n}\n","numLines":1179,"startLine":1,"totalLines":1179}}}
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+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_2d2209c9a24645069c6097f9","type":"tool_result","content":"1\t// Package briefing provides tests for the morning briefing generator.\n2\tpackage briefing\n3\t\n4\timport (\n5\t\t\"database/sql\"\n6\t\t\"os\"\n7\t\t\"strings\"\n8\t\t\"testing\"\n9\t\t\"time\"\n10\t\n11\t\t_ \"modernc.org/sqlite\"\n12\t)\n13\t\n14\t// mockZoneProvider implements ZoneProvider for testing.\n15\ttype mockZoneProvider struct {\n16\t\tzones map[int]string\n17\t\toccupancy map[int]int\n18\t\tpeople map[int][]string\n19\t}\n20\t\n21\tfunc (m *mockZoneProvider) GetZoneName(id int) string {\n22\t\tif m.zones == nil {\n23\t\t\treturn \"\"\n24\t\t}\n25\t\treturn m.zones[id]\n26\t}\n27\t\n28\tfunc (m *mockZoneProvider) GetZoneOccupancy(zoneID int) int {\n29\t\tif m.occupancy == nil {\n30\t\t\treturn 0\n31\t\t}\n32\t\treturn m.occupancy[zoneID]\n33\t}\n34\t\n35\tfunc (m *mockZoneProvider) GetPeopleInZone(zoneID int) []string {\n36\t\tif m.people == nil {\n37\t\t\treturn nil\n38\t\t}\n39\t\treturn m.people[zoneID]\n40\t}\n41\t\n42\t// mockPersonProvider implements PersonProvider for testing.\n43\ttype mockPersonProvider struct {\n44\t\tpeopleHome []string\n45\t\tlastSeen map[string]time.Time\n46\t\tzones map[string]string\n47\t}\n48\t\n49\tfunc (m *mockPersonProvider) GetPeopleHome() []string {\n50\t\tif m.peopleHome == nil {\n51\t\t\treturn nil\n52\t\t}\n53\t\treturn m.peopleHome\n54\t}\n55\t\n56\tfunc (m *mockPersonProvider) GetPersonLastSeen(person string) time.Time {\n57\t\tif m.lastSeen == nil {\n58\t\t\treturn time.Time{}\n59\t\t}\n60\t\treturn m.lastSeen[person]\n61\t}\n62\t\n63\tfunc (m *mockPersonProvider) GetPersonZone(person string) string {\n64\t\tif m.zones == nil {\n65\t\t\treturn \"\"\n66\t\t}\n67\t\treturn m.zones[person]\n68\t}\n69\t\n70\t// mockPredictionProvider implements PredictionProvider for testing.\n71\ttype mockPredictionProvider struct {\n72\t\tpredictions map[string]mockPrediction\n73\t\tdaysComplete map[string]int\n74\t\tmodelReady map[string]bool\n75\t}\n76\t\n77\ttype mockPrediction struct {\n78\t\tzone string\n79\t\tprobability float64\n80\t}\n81\t\n82\tfunc (m *mockPredictionProvider) GetPrediction(person string, horizonMinutes int) (string, float64, bool) {\n83\t\tif m.predictions == nil {\n84\t\t\treturn \"\", 0, false\n85\t\t}\n86\t\tp, ok := m.predictions[person]\n87\t\tif !ok {\n88\t\t\treturn \"\", 0, false\n89\t\t}\n90\t\treturn p.zone, p.probability, true\n91\t}\n92\t\n93\tfunc (m *mockPredictionProvider) GetDaysComplete(person string) int {\n94\t\tif m.daysComplete == nil {\n95\t\t\treturn 0\n96\t\t}\n97\t\treturn m.daysComplete[person]\n98\t}\n99\t\n100\tfunc (m *mockPredictionProvider) IsModelReady(person string) bool {\n101\t\tif m.modelReady == nil {\n102\t\t\treturn false\n103\t\t}\n104\t\treturn m.modelReady[person]\n105\t}\n106\t\n107\t// mockHealthProvider implements HealthProvider for testing.\n108\ttype mockHealthProvider struct {\n109\t\tquality float64\n110\t\tonline int\n111\t\ttotal int\n112\t\taccuracyDelta float64\n113\t\tfeedbackCount int\n114\t}\n115\t\n116\tfunc (m *mockHealthProvider) GetDetectionQuality() float64 {\n117\t\treturn m.quality\n118\t}\n119\t\n120\tfunc (m *mockHealthProvider) GetNodeCount() (int, int) {\n121\t\treturn m.online, m.total\n122\t}\n123\t\n124\tfunc (m *mockHealthProvider) GetAccuracyDelta() (float64, int) {\n125\t\treturn m.accuracyDelta, m.feedbackCount\n126\t}\n127\t\n128\tfunc setupTestDB(t *testing.T) (*sql.DB, string) {\n129\t\tf, err := os.CreateTemp(\"\", \"briefing-test-*.db\")\n130\t\tif err != nil {\n131\t\t\tt.Fatal(err)\n132\t\t}\n133\t\tf.Close() //nolint:errcheck\n134\t\tdbPath := f.Name()\n135\t\tdb, err := sql.Open(\"sqlite\", dbPath)\n136\t\tif err != nil {\n137\t\t\tt.Fatal(err)\n138\t\t}\n139\t\n140\t\t// Create schema\n141\t\t_, err = db.Exec(`\n142\t\t\tCREATE TABLE IF NOT EXISTS briefings (\n143\t\t\t\tdate TEXT PRIMARY KEY,\n144\t\t\t\tperson TEXT,\n145\t\t\t\tcontent TEXT NOT NULL,\n146\t\t\t\tgenerated_at INTEGER NOT NULL,\n147\t\t\t\tsections_json TEXT\n148\t\t\t);\n149\t\n150\t\t\tCREATE TABLE IF NOT EXISTS sleep_records (\n151\t\t\t\tid INTEGER PRIMARY KEY,\n152\t\t\t\tperson TEXT,\n153\t\t\t\tzone_id INTEGER,\n154\t\t\t\tdate TEXT NOT NULL,\n155\t\t\t\tduration_min INTEGER,\n156\t\t\t\tonset_latency_min REAL,\n157\t\t\t\trestlessness REAL,\n158\t\t\t\tbreathing_rate_avg REAL,\n159\t\t\t\tbreathing_regularity REAL,\n160\t\t\t\tbreathing_anomaly INTEGER,\n161\t\t\t\tbreathing_samples_json TEXT,\n162\t\t\t\tsummary_json TEXT\n163\t\t\t);\n164\t\n165\t\t\tCREATE TABLE IF NOT EXISTS events (\n166\t\t\t\tid INTEGER PRIMARY KEY,\n167\t\t\t\ttimestamp_ms INTEGER NOT NULL,\n168\t\t\t\ttype TEXT NOT NULL,\n169\t\t\t\tzone TEXT,\n170\t\t\t\tperson TEXT,\n171\t\t\t\tblob_id INTEGER,\n172\t\t\t\tdetail_json TEXT,\n173\t\t\t\tseverity TEXT NOT NULL DEFAULT 'info'\n174\t\t\t);\n175\t\t`)\n176\t\tif err != nil {\n177\t\t\tt.Fatal(err)\n178\t\t}\n179\t\n180\t\treturn db, dbPath\n181\t}\n182\t\n183\tfunc TestBriefing_GenerateEmpty(t *testing.T) {\n184\t\tdb, dbPath := setupTestDB(t)\n185\t\tdefer db.Close() //nolint:errcheck\n186\t\tdefer os.Remove(dbPath)\n187\t\n188\t\tg, err := NewGenerator(dbPath)\n189\t\tif err != nil {\n190\t\t\tt.Fatal(err)\n191\t\t}\n192\t\tdefer g.Close() //nolint:errcheck\n193\t\n194\t\tb, err := g.Generate(\"2024-03-15\", \"\")\n195\t\tif err != nil {\n196\t\t\tt.Fatal(err)\n197\t\t}\n198\t\n199\t\tif b.Content == \"\" {\n200\t\t\tt.Error(\"expected non-empty content for degenerate case\")\n201\t\t}\n202\t\n203\t\tif b.Date != \"2024-03-15\" {\n204\t\t\tt.Errorf(\"expected date 2024-03-15, got %s\", b.Date)\n205\t\t}\n206\t}\n207\t\n208\tfunc TestBriefing_GenerateWithSleep(t *testing.T) {\n209\t\tdb, dbPath := setupTestDB(t)\n210\t\tdefer db.Close() //nolint:errcheck\n211\t\tdefer os.Remove(dbPath)\n212\t\n213\t\t// Insert a sleep record\n214\t\t_, err := db.Exec(`\n215\t\t\tINSERT INTO sleep_records (date, person, duration_min, restlessness, breathing_rate_avg, breathing_regularity)\n216\t\t\tVALUES ('2024-03-15', 'Alice', 480, 0.5, 14.0, 0.08)\n217\t\t`)\n218\t\tif err != nil {\n219\t\t\tt.Fatal(err)\n220\t\t}\n221\t\n222\t\tg, err := NewGenerator(dbPath)\n223\t\tif err != nil {\n224\t\t\tt.Fatal(err)\n225\t\t}\n226\t\tdefer g.Close() //nolint:errcheck\n227\t\n228\t\tb, err := g.Generate(\"2024-03-15\", \"Alice\")\n229\t\tif err != nil {\n230\t\t\tt.Fatal(err)\n231\t\t}\n232\t\n233\t\tif !strings.Contains(b.Content, \"slept\") {\n234\t\t\tt.Error(\"expected content to mention sleep\")\n235\t\t}\n236\t}\n237\t\n238\tfunc TestBriefing_SaveAndGet(t *testing.T) {\n239\t\tdb, dbPath := setupTestDB(t)\n240\t\tdefer db.Close() //nolint:errcheck\n241\t\tdefer os.Remove(dbPath)\n242\t\n243\t\tg, err := NewGenerator(dbPath)\n244\t\tif err != nil {\n245\t\t\tt.Fatal(err)\n246\t\t}\n247\t\tdefer g.Close() //nolint:errcheck\n248\t\n249\t\tb := &Briefing{\n250\t\t\tDate: \"2024-03-15\",\n251\t\t\tPerson: \"Alice\",\n252\t\t\tContent: \"Test briefing content\",\n253\t\t\tGeneratedAt: time.Now().UnixMilli(),\n254\t\t}\n255\t\n256\t\terr = g.Save(b)\n257\t\tif err != nil {\n258\t\t\tt.Fatal(err)\n259\t\t}\n260\t\n261\t\tretrieved, err := g.Get(\"2024-03-15\", \"Alice\")\n262\t\tif err != nil {\n263\t\t\tt.Fatal(err)\n264\t\t}\n265\t\n266\t\tif retrieved.Content != b.Content {\n267\t\t\tt.Errorf(\"expected content %q, got %q\", b.Content, retrieved.Content)\n268\t\t}\n269\t}\n270\t\n271\tfunc TestBriefing_ShouldGenerate(t *testing.T) {\n272\t\tdb, dbPath := setupTestDB(t)\n273\t\tdefer db.Close() //nolint:errcheck\n274\t\tdefer os.Remove(dbPath)\n275\t\n276\t\tg, err := NewGenerator(dbPath)\n277\t\tif err != nil {\n278\t\t\tt.Fatal(err)\n279\t\t}\n280\t\tdefer g.Close() //nolint:errcheck\n281\t\n282\t\t// Initially should generate\n283\t\tif !g.ShouldGenerate(\"2024-03-15\", \"\") {\n284\t\t\tt.Error(\"expected ShouldGenerate to return true for new date\")\n285\t\t}\n286\t\n287\t\t// After saving, should not generate\n288\t\tb := &Briefing{\n289\t\t\tDate: \"2024-03-15\",\n290\t\t\tContent: \"Test\",\n291\t\t\tGeneratedAt: time.Now().UnixMilli(),\n292\t\t}\n293\t\tif err := g.Save(b); err != nil {\n294\t\t\tt.Fatal(err)\n295\t\t}\n296\t\n297\t\tif g.ShouldGenerate(\"2024-03-15\", \"\") {\n298\t\t\tt.Error(\"expected ShouldGenerate to return false after saving\")\n299\t\t}\n300\t}\n301\t\n302\tfunc TestBriefing_GenerateWithAlerts(t *testing.T) {\n303\t\tdb, dbPath := setupTestDB(t)\n304\t\tdefer db.Close() //nolint:errcheck\n305\t\tdefer os.Remove(dbPath)\n306\t\n307\t\t// Insert a fall alert event\n308\t\tnightStart := time.Date(2024, 3, 14, 18, 0, 0, 0, time.Local)\n309\t\tt.Logf(\"Inserting event at %s (%d)\", nightStart, nightStart.UnixMilli())\n310\t\t_, err := db.Exec(`\n311\t\t\tINSERT INTO events (timestamp_ms, type, zone, person, severity, detail_json)\n312\t\t\tVALUES (?, 'fall_alert', 'Bedroom', 'Alice', 'alert', '{}')\n313\t\t`, nightStart.UnixMilli())\n314\t\tif err != nil {\n315\t\t\tt.Fatal(err)\n316\t\t}\n317\t\n318\t\t// Verify the event was inserted\n319\t\tvar count int\n320\t\terr = db.QueryRow(\"SELECT COUNT(*) FROM events\").Scan(&count)\n321\t\tif err != nil {\n322\t\t\tt.Fatal(err)\n323\t\t}\n324\t\tt.Logf(\"Events in database: %d\", count)\n325\t\n326\t\tg, err := NewGenerator(dbPath)\n327\t\tif err != nil {\n328\t\t\tt.Fatal(err)\n329\t\t}\n330\t\tdefer g.Close() //nolint:errcheck\n331\t\n332\t\tb, err := g.Generate(\"2024-03-15\", \"Alice\")\n333\t\tif err != nil {\n334\t\t\tt.Fatal(err)\n335\t\t}\n336\t\n337\t\tif !strings.Contains(b.Content, \"Fall\") {\n338\t\t\tt.Logf(\"Generated briefing content: %q\", b.Content)\n339\t\t\tt.Error(\"expected content to mention fall alert\")\n340\t\t}\n341\t}\n342\t"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"c917f6e2-c36a-449b-b355-631ec8a54268","timestamp":"2026-05-06T10:06:11.952Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/internal/briefing/briefing_test.go","content":"// Package briefing provides tests for the morning briefing generator.\npackage briefing\n\nimport (\n\t\"database/sql\"\n\t\"os\"\n\t\"strings\"\n\t\"testing\"\n\t\"time\"\n\n\t_ \"modernc.org/sqlite\"\n)\n\n// mockZoneProvider implements ZoneProvider for testing.\ntype mockZoneProvider struct {\n\tzones map[int]string\n\toccupancy map[int]int\n\tpeople map[int][]string\n}\n\nfunc (m *mockZoneProvider) GetZoneName(id int) string {\n\tif m.zones == nil {\n\t\treturn \"\"\n\t}\n\treturn m.zones[id]\n}\n\nfunc (m *mockZoneProvider) GetZoneOccupancy(zoneID int) int {\n\tif m.occupancy == nil {\n\t\treturn 0\n\t}\n\treturn m.occupancy[zoneID]\n}\n\nfunc (m *mockZoneProvider) GetPeopleInZone(zoneID int) []string {\n\tif m.people == nil {\n\t\treturn nil\n\t}\n\treturn m.people[zoneID]\n}\n\n// mockPersonProvider implements PersonProvider for testing.\ntype mockPersonProvider struct {\n\tpeopleHome []string\n\tlastSeen map[string]time.Time\n\tzones map[string]string\n}\n\nfunc (m *mockPersonProvider) GetPeopleHome() []string {\n\tif m.peopleHome == nil {\n\t\treturn nil\n\t}\n\treturn m.peopleHome\n}\n\nfunc (m *mockPersonProvider) GetPersonLastSeen(person string) time.Time {\n\tif m.lastSeen == nil {\n\t\treturn time.Time{}\n\t}\n\treturn m.lastSeen[person]\n}\n\nfunc (m *mockPersonProvider) GetPersonZone(person string) string {\n\tif m.zones == nil {\n\t\treturn \"\"\n\t}\n\treturn m.zones[person]\n}\n\n// mockPredictionProvider implements PredictionProvider for testing.\ntype mockPredictionProvider struct {\n\tpredictions map[string]mockPrediction\n\tdaysComplete map[string]int\n\tmodelReady map[string]bool\n}\n\ntype mockPrediction struct {\n\tzone string\n\tprobability float64\n}\n\nfunc (m *mockPredictionProvider) GetPrediction(person string, horizonMinutes int) (string, float64, bool) {\n\tif m.predictions == nil {\n\t\treturn \"\", 0, false\n\t}\n\tp, ok := m.predictions[person]\n\tif !ok {\n\t\treturn \"\", 0, false\n\t}\n\treturn p.zone, p.probability, true\n}\n\nfunc (m *mockPredictionProvider) GetDaysComplete(person string) int {\n\tif m.daysComplete == nil {\n\t\treturn 0\n\t}\n\treturn m.daysComplete[person]\n}\n\nfunc (m *mockPredictionProvider) IsModelReady(person string) bool {\n\tif m.modelReady == nil {\n\t\treturn false\n\t}\n\treturn m.modelReady[person]\n}\n\n// mockHealthProvider implements HealthProvider for testing.\ntype mockHealthProvider struct {\n\tquality float64\n\tonline int\n\ttotal int\n\taccuracyDelta float64\n\tfeedbackCount int\n}\n\nfunc (m *mockHealthProvider) GetDetectionQuality() float64 {\n\treturn m.quality\n}\n\nfunc (m *mockHealthProvider) GetNodeCount() (int, int) {\n\treturn m.online, m.total\n}\n\nfunc (m *mockHealthProvider) GetAccuracyDelta() (float64, int) {\n\treturn m.accuracyDelta, m.feedbackCount\n}\n\nfunc setupTestDB(t *testing.T) (*sql.DB, string) {\n\tf, err := os.CreateTemp(\"\", \"briefing-test-*.db\")\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\tf.Close() //nolint:errcheck\n\tdbPath := f.Name()\n\tdb, err := sql.Open(\"sqlite\", dbPath)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\t// Create schema\n\t_, err = db.Exec(`\n\t\tCREATE TABLE IF NOT EXISTS briefings (\n\t\t\tdate TEXT PRIMARY KEY,\n\t\t\tperson TEXT,\n\t\t\tcontent TEXT NOT NULL,\n\t\t\tgenerated_at INTEGER NOT NULL,\n\t\t\tsections_json TEXT\n\t\t);\n\n\t\tCREATE TABLE IF NOT EXISTS sleep_records (\n\t\t\tid INTEGER PRIMARY KEY,\n\t\t\tperson TEXT,\n\t\t\tzone_id INTEGER,\n\t\t\tdate TEXT NOT NULL,\n\t\t\tduration_min INTEGER,\n\t\t\tonset_latency_min REAL,\n\t\t\trestlessness REAL,\n\t\t\tbreathing_rate_avg REAL,\n\t\t\tbreathing_regularity REAL,\n\t\t\tbreathing_anomaly INTEGER,\n\t\t\tbreathing_samples_json TEXT,\n\t\t\tsummary_json TEXT\n\t\t);\n\n\t\tCREATE TABLE IF NOT EXISTS events (\n\t\t\tid INTEGER PRIMARY KEY,\n\t\t\ttimestamp_ms INTEGER NOT NULL,\n\t\t\ttype TEXT NOT NULL,\n\t\t\tzone TEXT,\n\t\t\tperson TEXT,\n\t\t\tblob_id INTEGER,\n\t\t\tdetail_json TEXT,\n\t\t\tseverity TEXT NOT NULL DEFAULT 'info'\n\t\t);\n\t`)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\treturn db, dbPath\n}\n\nfunc TestBriefing_GenerateEmpty(t *testing.T) {\n\tdb, dbPath := setupTestDB(t)\n\tdefer db.Close() //nolint:errcheck\n\tdefer os.Remove(dbPath)\n\n\tg, err := NewGenerator(dbPath)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\tdefer g.Close() //nolint:errcheck\n\n\tb, err := g.Generate(\"2024-03-15\", \"\")\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\tif b.Content == \"\" {\n\t\tt.Error(\"expected non-empty content for degenerate case\")\n\t}\n\n\tif b.Date != \"2024-03-15\" {\n\t\tt.Errorf(\"expected date 2024-03-15, got %s\", b.Date)\n\t}\n}\n\nfunc TestBriefing_GenerateWithSleep(t *testing.T) {\n\tdb, dbPath := setupTestDB(t)\n\tdefer db.Close() //nolint:errcheck\n\tdefer os.Remove(dbPath)\n\n\t// Insert a sleep record\n\t_, err := db.Exec(`\n\t\tINSERT INTO sleep_records (date, person, duration_min, restlessness, breathing_rate_avg, breathing_regularity)\n\t\tVALUES ('2024-03-15', 'Alice', 480, 0.5, 14.0, 0.08)\n\t`)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\tg, err := NewGenerator(dbPath)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\tdefer g.Close() //nolint:errcheck\n\n\tb, err := g.Generate(\"2024-03-15\", \"Alice\")\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\tif !strings.Contains(b.Content, \"slept\") {\n\t\tt.Error(\"expected content to mention sleep\")\n\t}\n}\n\nfunc TestBriefing_SaveAndGet(t *testing.T) {\n\tdb, dbPath := setupTestDB(t)\n\tdefer db.Close() //nolint:errcheck\n\tdefer os.Remove(dbPath)\n\n\tg, err := NewGenerator(dbPath)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\tdefer g.Close() //nolint:errcheck\n\n\tb := &Briefing{\n\t\tDate: \"2024-03-15\",\n\t\tPerson: \"Alice\",\n\t\tContent: \"Test briefing content\",\n\t\tGeneratedAt: time.Now().UnixMilli(),\n\t}\n\n\terr = g.Save(b)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\tretrieved, err := g.Get(\"2024-03-15\", \"Alice\")\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\tif retrieved.Content != b.Content {\n\t\tt.Errorf(\"expected content %q, got %q\", b.Content, retrieved.Content)\n\t}\n}\n\nfunc TestBriefing_ShouldGenerate(t *testing.T) {\n\tdb, dbPath := setupTestDB(t)\n\tdefer db.Close() //nolint:errcheck\n\tdefer os.Remove(dbPath)\n\n\tg, err := NewGenerator(dbPath)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\tdefer g.Close() //nolint:errcheck\n\n\t// Initially should generate\n\tif !g.ShouldGenerate(\"2024-03-15\", \"\") {\n\t\tt.Error(\"expected ShouldGenerate to return true for new date\")\n\t}\n\n\t// After saving, should not generate\n\tb := &Briefing{\n\t\tDate: \"2024-03-15\",\n\t\tContent: \"Test\",\n\t\tGeneratedAt: time.Now().UnixMilli(),\n\t}\n\tif err := g.Save(b); err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\tif g.ShouldGenerate(\"2024-03-15\", \"\") {\n\t\tt.Error(\"expected ShouldGenerate to return false after saving\")\n\t}\n}\n\nfunc TestBriefing_GenerateWithAlerts(t *testing.T) {\n\tdb, dbPath := setupTestDB(t)\n\tdefer db.Close() //nolint:errcheck\n\tdefer os.Remove(dbPath)\n\n\t// Insert a fall alert event\n\tnightStart := time.Date(2024, 3, 14, 18, 0, 0, 0, time.Local)\n\tt.Logf(\"Inserting event at %s (%d)\", nightStart, nightStart.UnixMilli())\n\t_, err := db.Exec(`\n\t\tINSERT INTO events (timestamp_ms, type, zone, person, severity, detail_json)\n\t\tVALUES (?, 'fall_alert', 'Bedroom', 'Alice', 'alert', '{}')\n\t`, nightStart.UnixMilli())\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\t// Verify the event was inserted\n\tvar count int\n\terr = db.QueryRow(\"SELECT COUNT(*) FROM events\").Scan(&count)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\tt.Logf(\"Events in database: %d\", count)\n\n\tg, err := NewGenerator(dbPath)\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\tdefer g.Close() //nolint:errcheck\n\n\tb, err := g.Generate(\"2024-03-15\", \"Alice\")\n\tif err != nil {\n\t\tt.Fatal(err)\n\t}\n\n\tif !strings.Contains(b.Content, \"Fall\") {\n\t\tt.Logf(\"Generated briefing content: %q\", b.Content)\n\t\tt.Error(\"expected content to mention fall alert\")\n\t}\n}\n","numLines":342,"startLine":1,"totalLines":342}}}
+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_53a2d48156064a8d8ff5eafc","type":"tool_result","content":"
\nOutput too large (20.1KB). Full output saved to: /home/coding/.claude/projects/-home-coding-spaxel/9749f3ed-da97-4d6d-914f-76cb97ccf161/tool-results/call_53a2d48156064a8d8ff5eafc.txt\n\nPreview (first 2KB):\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-37-\t\"github.com/spaxel/mothership/internal/floorplan\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-38-\t\"github.com/spaxel/mothership/internal/health\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-39-\t\"github.com/spaxel/mothership/internal/ingestion\"\nmothership/cmd/mothership/main.go.bak2:40:\t\"github.com/spaxel/mothership/internal/briefing\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-41-\tguidedtroubleshoot \"github.com/spaxel/mothership/internal/guidedtroubleshoot\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-42-\t\"github.com/spaxel/mothership/internal/learning\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-43-\t\"github.com/spaxel/mothership/internal/loadshed\"\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-111-\treturn a.detector.IsModelReady()\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-112-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-113-\nmothership/cmd/mothership/main.go.bak2:114:// briefingZoneAdapter adapts zones.Manager to implement briefing.ZoneProvider.\nmothership/cmd/mothership/main.go.bak2:115:type briefingZoneAdapter struct {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-116-\tmgr *zones.Manager\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-117-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-118-\nmothership/cmd/mothership/main.go.bak2:119:func (a *briefingZoneAdapter) GetZoneName(id int) string {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-120-\tif a.mgr == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-121-\t\treturn \"\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-122-\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-127-\treturn z.Name\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-128-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-129-\n...\n"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"a782e900-1975-4a3b-918e-53ae16097347","timestamp":"2026-05-06T10:06:11.993Z","tool_use_result":{"mode":"content","numFiles":0,"filenames":[],"content":"/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-37-\t\"github.com/spaxel/mothership/internal/floorplan\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-38-\t\"github.com/spaxel/mothership/internal/health\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-39-\t\"github.com/spaxel/mothership/internal/ingestion\"\nmothership/cmd/mothership/main.go.bak2:40:\t\"github.com/spaxel/mothership/internal/briefing\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-41-\tguidedtroubleshoot \"github.com/spaxel/mothership/internal/guidedtroubleshoot\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-42-\t\"github.com/spaxel/mothership/internal/learning\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-43-\t\"github.com/spaxel/mothership/internal/loadshed\"\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-111-\treturn a.detector.IsModelReady()\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-112-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-113-\nmothership/cmd/mothership/main.go.bak2:114:// briefingZoneAdapter adapts zones.Manager to implement briefing.ZoneProvider.\nmothership/cmd/mothership/main.go.bak2:115:type briefingZoneAdapter struct {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-116-\tmgr *zones.Manager\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-117-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-118-\nmothership/cmd/mothership/main.go.bak2:119:func (a *briefingZoneAdapter) GetZoneName(id int) string {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-120-\tif a.mgr == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-121-\t\treturn \"\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-122-\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-127-\treturn z.Name\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-128-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-129-\nmothership/cmd/mothership/main.go.bak2:130:func (a *briefingZoneAdapter) GetZoneOccupancy(zoneID int) int {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-131-\tif a.mgr == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-132-\t\treturn 0\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-133-\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-138-\treturn z.Occupancy\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-139-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-140-\nmothership/cmd/mothership/main.go.bak2:141:func (a *briefingZoneAdapter) GetPeopleInZone(zoneID int) []string {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-142-\tif a.mgr == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-143-\t\treturn nil\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-144-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-145-\treturn a.mgr.GetPeopleInZone(zoneID)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-146-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-147-\nmothership/cmd/mothership/main.go.bak2:148:// briefingPersonAdapter adapts ble.Registry to implement briefing.PersonProvider.\nmothership/cmd/mothership/main.go.bak2:149:type briefingPersonAdapter struct {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-150-\tregistry *ble.Registry\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-151-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-152-\nmothership/cmd/mothership/main.go.bak2:153:func (a *briefingPersonAdapter) GetPeopleHome() []string {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-154-\tif a.registry == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-155-\t\treturn nil\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-156-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-157-\treturn a.registry.GetPeopleHome()\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-158-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-159-\nmothership/cmd/mothership/main.go.bak2:160:func (a *briefingPersonAdapter) GetPersonLastSeen(person string) time.Time {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-161-\tif a.registry == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-162-\t\treturn time.Time{}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-163-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-164-\treturn a.registry.GetPersonLastSeen(person)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-165-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-166-\nmothership/cmd/mothership/main.go.bak2:167:func (a *briefingPersonAdapter) GetPersonZone(person string) string {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-168-\tif a.registry == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-169-\t\treturn \"\"\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-170-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-171-\treturn a.registry.GetPersonZone(person)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-172-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-173-\nmothership/cmd/mothership/main.go.bak2:174:// briefingPredictionAdapter adapts prediction.Predictor to implement briefing.PredictionProvider.\nmothership/cmd/mothership/main.go.bak2:175:type briefingPredictionAdapter struct {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-176-\tpredictor *prediction.Predictor\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-177-\tstore *prediction.ModelStore\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-178-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-179-\nmothership/cmd/mothership/main.go.bak2:180:func (a *briefingPredictionAdapter) GetPrediction(person string, horizonMinutes int) (zone string, probability float64, ok bool) {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-181-\tif a.predictor == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-182-\t\treturn \"\", 0, false\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-183-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-184-\treturn a.predictor.GetPrediction(person, horizonMinutes)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-185-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-186-\nmothership/cmd/mothership/main.go.bak2:187:func (a *briefingPredictionAdapter) GetDaysComplete(person string) int {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-188-\tif a.store == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-189-\t\treturn 0\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-190-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-191-\treturn a.store.GetDaysComplete(person)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-192-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-193-\nmothership/cmd/mothership/main.go.bak2:194:func (a *briefingPredictionAdapter) IsModelReady(person string) bool {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-195-\tif a.store == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-196-\t\treturn false\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-197-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-198-\treturn a.store.IsModelReady(person)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-199-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-200-\nmothership/cmd/mothership/main.go.bak2:201:// briefingHealthAdapter adapts various components to implement briefing.HealthProvider.\nmothership/cmd/mothership/main.go.bak2:202:type briefingHealthAdapter struct {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-203-\thealthChecker *health.Checker\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-204-\tfleetReg *fleet.Registry\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-205-\tfeedbackStore *learning.FeedbackStore\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-206-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-207-\nmothership/cmd/mothership/main.go.bak2:208:func (a *briefingHealthAdapter) GetDetectionQuality() float64 {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-209-\tif a.healthChecker == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-210-\t\treturn 0\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-211-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-212-\treturn a.healthChecker.GetAmbientConfidence()\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-213-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-214-\nmothership/cmd/mothership/main.go.bak2:215:func (a *briefingHealthAdapter) GetNodeCount() (online, total int) {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-216-\tif a.fleetReg == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-217-\t\treturn 0, 0\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-218-\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-229-\treturn\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-230-}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-231-\nmothership/cmd/mothership/main.go.bak2:232:func (a *briefingHealthAdapter) GetAccuracyDelta() (percent float64, feedbackCount int) {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-233-\tif a.feedbackStore == nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-234-\t\treturn 0, 0\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-235-\t}\n--\nmothership/cmd/mothership/main.go.bak2-591-\tsleepHandler := sleep.NewHandler(sleepMonitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-592-\tsleepHandler.SetDB(filepath.Join(cfg.DataDir, \"spaxel.db\"))\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-593-\nmothership/cmd/mothership/main.go.bak2:594:\t// Morning briefing handler\nmothership/cmd/mothership/main.go.bak2:595:\tbriefingHandler, err := api.NewBriefingHandler(cfg.DataDir)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-596-\tif err != nil {\nmothership/cmd/mothership/main.go.bak2:597:\t\tlog.Printf(\"[WARN] Failed to create briefing handler: %v\", err)\nmothership/cmd/mothership/main.go.bak2:598:\t\tbriefingHandler = nil\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-599-\t} else {\nmothership/cmd/mothership/main.go.bak2:600:\t\tdefer briefingHandler.Close()\nmothership/cmd/mothership/main.go.bak2:601:\t\tlog.Printf(\"[INFO] Morning briefing handler initialized\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-602-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-603-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-604-\tsleepMonitor.SetReportCallback(func(linkID string, report *sleep.SleepReport) {\n--\nmothership/cmd/mothership/main.go.bak2-729-\t\tnotifyService.SetRoomConfig(&fleetRoomConfigAdapter{reg: fleetReg})\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-730-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-731-\nmothership/cmd/mothership/main.go.bak2:732:\t// Phase 8: Morning briefing scheduler\nmothership/cmd/mothership/main.go.bak2:733:\tvar briefingScheduler *briefing.Scheduler\nmothership/cmd/mothership/main.go.bak2:734:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-735-\t\t// Create notify adapter\nmothership/cmd/mothership/main.go.bak2:736:\t\tvar notifyAdapter briefing.NotifyService\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-737-\t\tif notifyService != nil {\nmothership/cmd/mothership/main.go.bak2:738:\t\t\tnotifyAdapter = briefing.NewNotifyAdapter(notifyService)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-739-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-740-\nmothership/cmd/mothership/main.go.bak2:741:\t\t// Load briefing settings from database or use defaults\nmothership/cmd/mothership/main.go.bak2:742:\t\tschedulerConfig := briefing.SchedulerConfig{\nmothership/cmd/mothership/main.go.bak2-743-\t\t\tEnabled: true,\nmothership/cmd/mothership/main.go.bak2-744-\t\t\tTime: \"07:00\",\nmothership/cmd/mothership/main.go.bak2-745-\t\t\tPushNotification: false,\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-750-\t\t// Try to load settings from database\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-751-\t\tif mainDB != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-752-\t\t\tvar settingsJSON sql.NullString\nmothership/cmd/mothership/main.go.bak2:753:\t\t\terr := mainDB.QueryRow(\"SELECT value_json FROM settings WHERE key = 'briefing_config'\").Scan(&settingsJSON)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-754-\t\t\tif err == nil && settingsJSON.Valid {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-755-\t\t\t\tvar savedConfig map[string]interface{}\nmothership/cmd/mothership/main.go.bak2-756-\t\t\t\tif err := json.Unmarshal([]byte(settingsJSON.String), &savedConfig); err == nil {\n--\nmothership/cmd/mothership/main.go.bak2-766-\t\t\t\t\tif auto, ok := savedConfig[\"auto_generate\"].(bool); ok {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-767-\t\t\t\t\t\tschedulerConfig.AutoGenerate = auto\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-768-\t\t\t\t\t}\nmothership/cmd/mothership/main.go.bak2:769:\t\t\t\t\tlog.Printf(\"[INFO] Loaded briefing settings from database\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-770-\t\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-771-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-772-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-773-\nmothership/cmd/mothership/main.go.bak2:774:\t\tbriefingScheduler = briefing.NewScheduler(briefingHandler.GetGenerator(), notifyAdapter, schedulerConfig)\nmothership/cmd/mothership/main.go.bak2:775:\t\tbriefingScheduler.Start(ctx)\nmothership/cmd/mothership/main.go.bak2:776:\t\tdefer briefingScheduler.Stop()\nmothership/cmd/mothership/main.go.bak2:777:\t\tlog.Printf(\"[INFO] Morning briefing scheduler started (time: %s, push: %v)\",\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-778-\t\t\tschedulerConfig.Time, schedulerConfig.PushNotification)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-779-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-780-\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-929-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-930-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-931-\nmothership/cmd/mothership/main.go.bak2:932:\t// Wire up briefing providers after all components are initialized\nmothership/cmd/mothership/main.go.bak2:933:\tif briefingHandler != nil {\nmothership/cmd/mothership/main.go.bak2:934:\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-935-\t\tif zonesMgr != nil {\nmothership/cmd/mothership/main.go.bak2:936:\t\t\tzoneProvider = &briefingZoneAdapter{mgr: zonesMgr}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-937-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-938-\nmothership/cmd/mothership/main.go.bak2:939:\t\tvar personProvider briefing.PersonProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-940-\t\tif bleRegistry != nil {\nmothership/cmd/mothership/main.go.bak2:941:\t\t\tpersonProvider = &briefingPersonAdapter{registry: bleRegistry}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-942-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-943-\nmothership/cmd/mothership/main.go.bak2:944:\t\tvar predictionProvider briefing.PredictionProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-945-\t\tif predictionPredictor != nil && predictionStore != nil {\nmothership/cmd/mothership/main.go.bak2:946:\t\t\tpredictionProvider = &briefingPredictionAdapter{\nmothership/cmd/mothership/main.go.bak2-947-\t\t\t\tpredictor: predictionPredictor,\nmothership/cmd/mothership/main.go.bak2-948-\t\t\t\tstore: predictionStore,\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-949-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-950-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-951-\nmothership/cmd/mothership/main.go.bak2:952:\t\tvar healthProvider briefing.HealthProvider\nmothership/cmd/mothership/main.go.bak2:953:\t\thealthProvider = &briefingHealthAdapter{\nmothership/cmd/mothership/main.go.bak2-954-\t\t\thealthChecker: healthChecker,\nmothership/cmd/mothership/main.go.bak2-955-\t\t\tfleetReg: fleetReg,\nmothership/cmd/mothership/main.go.bak2-956-\t\t\tfeedbackStore: feedbackStore,\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-957-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-958-\nmothership/cmd/mothership/main.go.bak2:959:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-960-\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-961-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-962-\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3503-\tsleepHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3504-\tlog.Printf(\"[INFO] Sleep quality API registered at /api/sleep/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3505-\nmothership/cmd/mothership/main.go.bak2:3506:\t// Phase 8: Morning briefing REST API\nmothership/cmd/mothership/main.go.bak2:3507:\tif briefingHandler != nil {\nmothership/cmd/mothership/main.go.bak2:3508:\t\t// Set up providers for briefing generation\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3509-\t\t// Zone provider wraps zones manager\nmothership/cmd/mothership/main.go.bak2:3510:\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3511-\t\tif zonesMgr != nil {\nmothership/cmd/mothership/main.go.bak2-3512-\t\t\tzoneProvider = &zoneManagerAdapter{zonesMgr: zonesMgr}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3513-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3514-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3515-\t\t// Person provider wraps BLE registry and prediction history\nmothership/cmd/mothership/main.go.bak2:3516:\t\tvar personProvider briefing.PersonProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3517-\t\tif bleRegistry != nil && predictionHistory != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3518-\t\t\tpersonProvider = &personProviderAdapter{\nmothership/cmd/mothership/main.go.bak2-3519-\t\t\t\tbleRegistry: bleRegistry,\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3522-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3523-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3524-\t\t// Prediction provider wraps predictor\nmothership/cmd/mothership/main.go.bak2:3525:\t\tvar predictionProvider briefing.PredictionProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3526-\t\tif predictionPredictor != nil && predictionAccuracy != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3527-\t\t\tpredictionProvider = &predictionProviderAdapter{\nmothership/cmd/mothership/main.go.bak2-3528-\t\t\t\tpredictor: predictionPredictor,\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3531-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3532-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3533-\t\t// Health provider wraps accuracy computer\nmothership/cmd/mothership/main.go.bak2:3534:\t\tvar healthProvider briefing.HealthProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3535-\t\tif accuracyComputer != nil && fleetReg != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3536-\t\t\thealthProvider = &healthProviderAdapter{\nmothership/cmd/mothership/main.go.bak2-3537-\t\t\t\taccuracy: accuracyComputer,\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3540-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3541-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3542-\nmothership/cmd/mothership/main.go.bak2:3543:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\nmothership/cmd/mothership/main.go.bak2:3544:\t\tbriefingHandler.RegisterRoutes(r)","numLines":250,"appliedLimit":250}}
+{"type":"system","subtype":"status","status":"requesting","uuid":"66820647-4c32-41c1-aeaf-9b937c77a116","session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161"}
+{"type":"stream_event","event":{"type":"message_start","message":{"id":"msg_20260506180618b6874b1301c043a5","type":"message","role":"assistant","model":"glm-4.7","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0}}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"634ceb6b-d7c0-4525-af88-6d8fd43227f2","ttft_ms":7013}
+{"type":"stream_event","event":{"type":"content_block_start","index":0,"content_block":{"type":"thinking","thinking":"","signature":"d04c0e86f86743e1b4d7a11e"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"4aaef7c6-bc67-43ee-a52a-3e53216f97a7"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"Let"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"8b58e2dd-6331-4c60-bd97-5cc28bce214b"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" me"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"9b5a67f9-6b34-421b-9a99-9da903b5dcb4"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" look"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"49e88f67-1e9f-4166-b227-62ed76d67b87"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" at"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"3fa4981c-c287-44f4-a3f1-27b3f81bb22b"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" the"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"bf0210db-eb23-4965-81d8-7843efe04ae0"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" main"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"afcdafa6-640f-4ee7-b7ce-2f840bec61dc"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":".go"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"cc44f564-c928-439d-87e0-82d629995757"}
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+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_2cdd7617398047e58ad21edd","type":"tool_result","content":"1\t// Package main provides the mothership entry point.\n2\tpackage main\n3\t\n4\timport (\n5\t\t\"context\"\n6\t\t\"database/sql\"\n7\t\t\"encoding/json\"\n8\t\t\"fmt\"\n9\t\t\"log\"\n10\t\t\"math\"\n11\t\t\"net\"\n12\t\t\"net/http\"\n13\t\t\"os\"\n14\t\t\"io\"\n15\t\t\"os/signal\"\n16\t\t\"path/filepath\"\n17\t\t\"strconv\"\n18\t\t\"strings\"\n19\t\t\"syscall\"\n20\t\t\"time\"\n21\t\n22\t\t\"github.com/go-chi/chi/v5\"\n23\t\t\"github.com/go-chi/chi/v5/middleware\"\n24\t\t\"github.com/hashicorp/mdns\"\n25\t\t\"github.com/spaxel/mothership/internal/analytics\"\n26\t\t\"github.com/spaxel/mothership/internal/api\"\n27\t\t\"github.com/spaxel/mothership/internal/auth\"\n28\t\t\"github.com/spaxel/mothership/internal/automation\"\n29\t\t\"github.com/spaxel/mothership/internal/autoupdate\"\n30\t\t\"github.com/spaxel/mothership/internal/ble\"\n31\t\tappconfig \"github.com/spaxel/mothership/internal/config\"\n32\t\t\"github.com/spaxel/mothership/internal/dashboard\"\n33\t\t\"github.com/spaxel/mothership/internal/db\"\n34\t\t\"github.com/spaxel/mothership/internal/diagnostics\"\n35\t\t\"github.com/spaxel/mothership/internal/doctor\"\n36\t\t\"github.com/spaxel/mothership/internal/eventbus\"\n37\t\t\"github.com/spaxel/mothership/internal/events\"\n38\t\t\"github.com/spaxel/mothership/internal/explainability\"\n39\t\t\"github.com/spaxel/mothership/internal/falldetect\"\n40\t\t\"github.com/spaxel/mothership/internal/fleet\"\n41\t\t\"github.com/spaxel/mothership/internal/floorplan\"\n42\t\t\"github.com/spaxel/mothership/internal/health\"\n43\t\tfeaturehelp \"github.com/spaxel/mothership/internal/help\"\n44\t\t\"github.com/spaxel/mothership/internal/ingestion\"\n45\t\t\"github.com/spaxel/mothership/internal/briefing\"\n46\t\tguidedtroubleshoot \"github.com/spaxel/mothership/internal/guidedtroubleshoot\"\n47\t\t\"github.com/spaxel/mothership/internal/learning\"\n48\t\t\"github.com/spaxel/mothership/internal/loadshed\"\n49\t\t\"github.com/spaxel/mothership/internal/localization\"\n50\t\t\"github.com/spaxel/mothership/internal/mqtt\"\n51\t\t\"github.com/spaxel/mothership/internal/notify\"\n52\t\t\"github.com/spaxel/mothership/internal/ota\"\n53\t\t\"github.com/spaxel/mothership/internal/prediction\"\n54\t\t\"github.com/spaxel/mothership/internal/provisioning\"\n55\t\t\"github.com/spaxel/mothership/internal/recording\"\n56\t\t\"github.com/spaxel/mothership/internal/recorder\"\n57\t\t\"github.com/spaxel/mothership/internal/replay\"\n58\t\t\"github.com/spaxel/mothership/internal/shutdown\"\n59\t\tsigproc \"github.com/spaxel/mothership/internal/signal\"\n60\t\t\"github.com/spaxel/mothership/internal/sleep\"\n61\t\t\"github.com/spaxel/mothership/internal/timeline\"\n62\t\t\"github.com/spaxel/mothership/internal/startup\"\n63\t\t\"github.com/spaxel/mothership/internal/volume\"\n64\t\t\"github.com/spaxel/mothership/internal/webhook\"\n65\t\t\"github.com/spaxel/mothership/internal/zones\"\n66\t)\n67\t\n68\t// Phase 5: Configuration constants\n69\tconst (\n70\t\tbaselineSaveInterval = 30 * time.Second\n71\t\thealthComputeInterval = 5 * time.Second\n72\t\tweatherRecordInterval = 60 * time.Second\n73\t)\n74\t\n75\t// Build-time version injection\n76\tvar version = \"dev\"\n77\t\n78\t// gdopAdapter wraps a localization.Engine to implement fleet.GDOPCalculator.\n79\ttype gdopAdapter struct {\n80\t\teng *localization.Engine\n81\t}\n82\t\n83\tfunc (a *gdopAdapter) GDOPMap(positions []fleet.NodePosition) ([]float32, int, int) {\n84\t\tloc := make([]localization.NodePosition, len(positions))\n85\t\tfor i, p := range positions {\n86\t\t\tloc[i] = localization.NodePosition{MAC: p.MAC, X: p.X, Y: 0, Z: p.Z}\n87\t\t}\n88\t\treturn a.eng.GDOPMap(loc)\n89\t}\n90\t\n91\t// securityStateAdapter adapts the analytics.Detector to implement dashboard.SecurityStateProvider.\n92\ttype securityStateAdapter struct {\n93\t\tdetector *analytics.Detector\n94\t}\n95\t\n96\tfunc (a *securityStateAdapter) IsSecurityModeActive() bool {\n97\t\treturn a.detector.IsSecurityModeActive()\n98\t}\n99\t\n100\tfunc (a *securityStateAdapter) GetSecurityMode() string {\n101\t\treturn string(a.detector.GetSecurityMode())\n102\t}\n103\t\n104\tfunc (a *securityStateAdapter) GetLearningProgress() float64 {\n105\t\treturn a.detector.GetLearningProgress()\n106\t}\n107\t\n108\tfunc (a *securityStateAdapter) IsModelReady() bool {\n109\t\treturn a.detector.IsModelReady()\n110\t}\n111\t\n112\t// closeQuietly closes a resource and ignores any error.\n113\t// Used in defer statements where cleanup errors are not actionable.\n114\tfunc closeQuietly(c io.Closer) {\n115\t\t_ = c.Close()\n116\t}\n117\t\n118\t// briefingZoneAdapter adapts zones.Manager to implement briefing.ZoneProvider.\n119\ttype briefingZoneAdapter struct {\n120\t\tmgr *zones.Manager\n121\t}\n122\t\n123\tfunc (a *briefingZoneAdapter) GetZoneName(id int) string {\n124\t\tif a.mgr == nil {\n125\t\t\treturn \"\"\n126\t\t}\n127\t\tz := a.mgr.GetZone(strconv.Itoa(id))\n128\t\tif z == nil {\n129\t\t\treturn \"\"\n130\t\t}\n131\t\treturn z.Name\n132\t}\n133\t\n134\tfunc (a *briefingZoneAdapter) GetZoneOccupancy(zoneID int) int {\n135\t\tif a.mgr == nil {\n136\t\t\treturn 0\n137\t\t}\n138\t\tocc := a.mgr.GetZoneOccupancy(strconv.Itoa(zoneID))\n139\t\tif occ == nil {\n140\t\t\treturn 0\n141\t\t}\n142\t\treturn occ.Count\n143\t}\n144\t\n145\tfunc (a *briefingZoneAdapter) GetPeopleInZone(zoneID int) []string {\n146\t\t// zones.Manager doesn't track people by name - return empty\n147\t\treturn nil\n148\t}\n149\t\n150\t// briefingPersonAdapter adapts ble.Registry to implement briefing.PersonProvider."}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"b72473f7-ecb9-4293-8c3a-edcc81fde874","timestamp":"2026-05-06T10:06:20.759Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/cmd/mothership/main.go","content":"// Package main provides the mothership entry point.\npackage main\n\nimport (\n\t\"context\"\n\t\"database/sql\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"log\"\n\t\"math\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"io\"\n\t\"os/signal\"\n\t\"path/filepath\"\n\t\"strconv\"\n\t\"strings\"\n\t\"syscall\"\n\t\"time\"\n\n\t\"github.com/go-chi/chi/v5\"\n\t\"github.com/go-chi/chi/v5/middleware\"\n\t\"github.com/hashicorp/mdns\"\n\t\"github.com/spaxel/mothership/internal/analytics\"\n\t\"github.com/spaxel/mothership/internal/api\"\n\t\"github.com/spaxel/mothership/internal/auth\"\n\t\"github.com/spaxel/mothership/internal/automation\"\n\t\"github.com/spaxel/mothership/internal/autoupdate\"\n\t\"github.com/spaxel/mothership/internal/ble\"\n\tappconfig \"github.com/spaxel/mothership/internal/config\"\n\t\"github.com/spaxel/mothership/internal/dashboard\"\n\t\"github.com/spaxel/mothership/internal/db\"\n\t\"github.com/spaxel/mothership/internal/diagnostics\"\n\t\"github.com/spaxel/mothership/internal/doctor\"\n\t\"github.com/spaxel/mothership/internal/eventbus\"\n\t\"github.com/spaxel/mothership/internal/events\"\n\t\"github.com/spaxel/mothership/internal/explainability\"\n\t\"github.com/spaxel/mothership/internal/falldetect\"\n\t\"github.com/spaxel/mothership/internal/fleet\"\n\t\"github.com/spaxel/mothership/internal/floorplan\"\n\t\"github.com/spaxel/mothership/internal/health\"\n\tfeaturehelp \"github.com/spaxel/mothership/internal/help\"\n\t\"github.com/spaxel/mothership/internal/ingestion\"\n\t\"github.com/spaxel/mothership/internal/briefing\"\n\tguidedtroubleshoot \"github.com/spaxel/mothership/internal/guidedtroubleshoot\"\n\t\"github.com/spaxel/mothership/internal/learning\"\n\t\"github.com/spaxel/mothership/internal/loadshed\"\n\t\"github.com/spaxel/mothership/internal/localization\"\n\t\"github.com/spaxel/mothership/internal/mqtt\"\n\t\"github.com/spaxel/mothership/internal/notify\"\n\t\"github.com/spaxel/mothership/internal/ota\"\n\t\"github.com/spaxel/mothership/internal/prediction\"\n\t\"github.com/spaxel/mothership/internal/provisioning\"\n\t\"github.com/spaxel/mothership/internal/recording\"\n\t\"github.com/spaxel/mothership/internal/recorder\"\n\t\"github.com/spaxel/mothership/internal/replay\"\n\t\"github.com/spaxel/mothership/internal/shutdown\"\n\tsigproc \"github.com/spaxel/mothership/internal/signal\"\n\t\"github.com/spaxel/mothership/internal/sleep\"\n\t\"github.com/spaxel/mothership/internal/timeline\"\n\t\"github.com/spaxel/mothership/internal/startup\"\n\t\"github.com/spaxel/mothership/internal/volume\"\n\t\"github.com/spaxel/mothership/internal/webhook\"\n\t\"github.com/spaxel/mothership/internal/zones\"\n)\n\n// Phase 5: Configuration constants\nconst (\n\tbaselineSaveInterval = 30 * time.Second\n\thealthComputeInterval = 5 * time.Second\n\tweatherRecordInterval = 60 * time.Second\n)\n\n// Build-time version injection\nvar version = \"dev\"\n\n// gdopAdapter wraps a localization.Engine to implement fleet.GDOPCalculator.\ntype gdopAdapter struct {\n\teng *localization.Engine\n}\n\nfunc (a *gdopAdapter) GDOPMap(positions []fleet.NodePosition) ([]float32, int, int) {\n\tloc := make([]localization.NodePosition, len(positions))\n\tfor i, p := range positions {\n\t\tloc[i] = localization.NodePosition{MAC: p.MAC, X: p.X, Y: 0, Z: p.Z}\n\t}\n\treturn a.eng.GDOPMap(loc)\n}\n\n// securityStateAdapter adapts the analytics.Detector to implement dashboard.SecurityStateProvider.\ntype securityStateAdapter struct {\n\tdetector *analytics.Detector\n}\n\nfunc (a *securityStateAdapter) IsSecurityModeActive() bool {\n\treturn a.detector.IsSecurityModeActive()\n}\n\nfunc (a *securityStateAdapter) GetSecurityMode() string {\n\treturn string(a.detector.GetSecurityMode())\n}\n\nfunc (a *securityStateAdapter) GetLearningProgress() float64 {\n\treturn a.detector.GetLearningProgress()\n}\n\nfunc (a *securityStateAdapter) IsModelReady() bool {\n\treturn a.detector.IsModelReady()\n}\n\n// closeQuietly closes a resource and ignores any error.\n// Used in defer statements where cleanup errors are not actionable.\nfunc closeQuietly(c io.Closer) {\n\t_ = c.Close()\n}\n\n// briefingZoneAdapter adapts zones.Manager to implement briefing.ZoneProvider.\ntype briefingZoneAdapter struct {\n\tmgr *zones.Manager\n}\n\nfunc (a *briefingZoneAdapter) GetZoneName(id int) string {\n\tif a.mgr == nil {\n\t\treturn \"\"\n\t}\n\tz := a.mgr.GetZone(strconv.Itoa(id))\n\tif z == nil {\n\t\treturn \"\"\n\t}\n\treturn z.Name\n}\n\nfunc (a *briefingZoneAdapter) GetZoneOccupancy(zoneID int) int {\n\tif a.mgr == nil {\n\t\treturn 0\n\t}\n\tocc := a.mgr.GetZoneOccupancy(strconv.Itoa(zoneID))\n\tif occ == nil {\n\t\treturn 0\n\t}\n\treturn occ.Count\n}\n\nfunc (a *briefingZoneAdapter) GetPeopleInZone(zoneID int) []string {\n\t// zones.Manager doesn't track people by name - return empty\n\treturn nil\n}\n\n// briefingPersonAdapter adapts ble.Registry to implement briefing.PersonProvider.","numLines":150,"startLine":1,"totalLines":5035}}}
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+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" main"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"7ae05d79-ff10-4336-b5f8-8b577361834e"}
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+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" to"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"620116ae-5509-4ace-8f56-f5b41a1b804b"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" see"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"636228a1-f9a8-4896-afc7-e3010e6258e4"}
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return empty\n178\t\treturn \"\"\n179\t}\n180\t\n181\t// briefingPredictionAdapter adapts prediction.Predictor to implement briefing.PredictionProvider.\n182\ttype briefingPredictionAdapter struct {\n183\t\tpredictor *prediction.Predictor\n184\t\tstore *prediction.ModelStore\n185\t}\n186\t\n187\tfunc (a *briefingPredictionAdapter) GetPrediction(person string, horizonMinutes int) (zone string, probability float64, ok bool) {\n188\t\t// prediction.Predictor doesn't expose per-person predictions at this time\n189\t\treturn \"\", 0, false\n190\t}\n191\t\n192\tfunc (a *briefingPredictionAdapter) GetDaysComplete(person string) int {\n193\t\t// prediction.ModelStore doesn't expose per-person days complete\n194\t\treturn 0\n195\t}\n196\t\n197\tfunc (a *briefingPredictionAdapter) IsModelReady(person string) bool {\n198\t\t// prediction.ModelStore doesn't expose IsModelReady\n199\t\treturn false\n200\t}\n201\t\n202\t// briefingHealthAdapter adapts various components to implement briefing.HealthProvider.\n203\ttype briefingHealthAdapter struct {\n204\t\thealthChecker *health.Checker\n205\t\tfleetReg *fleet.Registry\n206\t\tfeedbackStore *learning.FeedbackStore\n207\t}\n208\t\n209\tfunc (a *briefingHealthAdapter) GetDetectionQuality() float64 {\n210\t\t// health.Checker doesn't expose ambient confidence; return default\n211\t\treturn 0\n212\t}\n213\t\n214\tfunc (a *briefingHealthAdapter) GetNodeCount() (online, total int) {\n215\t\tif a.fleetReg == nil {\n216\t\t\treturn 0, 0\n217\t\t}\n218\t\tnodes, err := a.fleetReg.GetAllNodes()\n219\t\tif err != nil {\n220\t\t\treturn 0, 0\n221\t\t}\n222\t\ttotal = len(nodes)\n223\t\tfor _, n := range nodes {\n224\t\t\tif n.WentOfflineAt.IsZero() {\n225\t\t\t\tonline++\n226\t\t\t}\n227\t\t}\n228\t\treturn\n229\t}\n230\t\n231\tfunc (a *briefingHealthAdapter) GetAccuracyDelta() (percent float64, feedbackCount int) {\n232\t\t// learning.FeedbackStore doesn't expose GetAccuracyDelta\n233\t\treturn 0, 0\n234\t}\n235\t\n236\tfunc (a *briefingHealthAdapter) GetNodeOfflineDuration(mac string) time.Duration {\n237\t\t// fleet.Registry doesn't expose per-node offline duration\n238\t\treturn 0\n239\t}\n240\t\n241\t// parseLinkID splits a link ID \"node_mac:peer_mac\" into its two components.\n242\tfunc parseLinkID(linkID string) []string {\n243\t\ti := strings.IndexByte(linkID, ':')\n244\t\tif i < 0 {\n245\t\t\treturn nil\n246\t\t}\n247\t\treturn []string{linkID[:i], linkID[i+1:]}\n248\t}\n249\t\n250\t// splitLines splits a string by newlines and returns non-empty lines.\n251\tfunc splitLines(s string) []string {\n252\t\tvar lines []string\n253\t\tfor _, line := range strings.Split(s, \"\\n\") {\n254\t\t\tif line != \"\" {\n255\t\t\t\tlines = append(lines, line)\n256\t\t\t}\n257\t\t}\n258\t\treturn lines\n259\t}\n260\t\n261\tfunc writeJSON(w http.ResponseWriter, v interface{}) {\n262\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n263\t\tjson.NewEncoder(w).Encode(v) //nolint:errcheck\n264\t}\n265\t\n266\t// computeZoneQuality calculates the detection quality for a zone.\n267\t// This is a simplified version that aggregates link quality metrics.\n268\tfunc computeZoneQuality(zone zones.Zone, pm *sigproc.ProcessorManager, hc *health.Checker) float64 {\n269\t\t// health.Checker doesn't expose ambient confidence; 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return zero time\n\treturn time.Time{}\n}\n\nfunc (a *briefingPersonAdapter) GetPersonZone(person string) string {\n\t// ble.Registry doesn't track person zone; return empty\n\treturn \"\"\n}\n\n// briefingPredictionAdapter adapts prediction.Predictor to implement briefing.PredictionProvider.\ntype briefingPredictionAdapter struct {\n\tpredictor *prediction.Predictor\n\tstore *prediction.ModelStore\n}\n\nfunc (a *briefingPredictionAdapter) GetPrediction(person string, horizonMinutes int) (zone string, probability float64, ok bool) {\n\t// prediction.Predictor doesn't expose per-person predictions at this time\n\treturn \"\", 0, false\n}\n\nfunc (a *briefingPredictionAdapter) GetDaysComplete(person string) int {\n\t// prediction.ModelStore doesn't expose per-person days complete\n\treturn 0\n}\n\nfunc (a *briefingPredictionAdapter) IsModelReady(person string) bool {\n\t// prediction.ModelStore doesn't expose IsModelReady\n\treturn false\n}\n\n// briefingHealthAdapter adapts various components to implement briefing.HealthProvider.\ntype briefingHealthAdapter struct {\n\thealthChecker *health.Checker\n\tfleetReg *fleet.Registry\n\tfeedbackStore *learning.FeedbackStore\n}\n\nfunc (a *briefingHealthAdapter) GetDetectionQuality() float64 {\n\t// health.Checker doesn't expose ambient confidence; return default\n\treturn 0\n}\n\nfunc (a *briefingHealthAdapter) GetNodeCount() (online, total int) {\n\tif a.fleetReg == nil {\n\t\treturn 0, 0\n\t}\n\tnodes, err := a.fleetReg.GetAllNodes()\n\tif err != nil {\n\t\treturn 0, 0\n\t}\n\ttotal = len(nodes)\n\tfor _, n := range nodes {\n\t\tif n.WentOfflineAt.IsZero() {\n\t\t\tonline++\n\t\t}\n\t}\n\treturn\n}\n\nfunc (a *briefingHealthAdapter) GetAccuracyDelta() (percent float64, feedbackCount int) {\n\t// learning.FeedbackStore doesn't expose GetAccuracyDelta\n\treturn 0, 0\n}\n\nfunc (a *briefingHealthAdapter) GetNodeOfflineDuration(mac string) time.Duration {\n\t// fleet.Registry doesn't expose per-node offline duration\n\treturn 0\n}\n\n// parseLinkID splits a link ID \"node_mac:peer_mac\" into its two components.\nfunc parseLinkID(linkID string) []string {\n\ti := strings.IndexByte(linkID, ':')\n\tif i < 0 {\n\t\treturn nil\n\t}\n\treturn []string{linkID[:i], linkID[i+1:]}\n}\n\n// splitLines splits a string by newlines and returns non-empty lines.\nfunc splitLines(s string) []string {\n\tvar lines []string\n\tfor _, line := range strings.Split(s, \"\\n\") {\n\t\tif line != \"\" {\n\t\t\tlines = append(lines, line)\n\t\t}\n\t}\n\treturn lines\n}\n\nfunc writeJSON(w http.ResponseWriter, v interface{}) {\n\tw.Header().Set(\"Content-Type\", \"application/json\")\n\tjson.NewEncoder(w).Encode(v) //nolint:errcheck\n}\n\n// computeZoneQuality calculates the detection quality for a zone.\n// This is a simplified version that aggregates link quality metrics.\nfunc computeZoneQuality(zone zones.Zone, pm *sigproc.ProcessorManager, hc *health.Checker) float64 {\n\t// health.Checker doesn't expose ambient confidence; 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+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_b7504ab0b35246f4b4416e7a","type":"tool_result","content":"1\t// Package api provides REST API handlers for morning briefings.\n2\tpackage api\n3\t\n4\timport (\n5\t\t\"database/sql\"\n6\t\t\"encoding/json\"\n7\t\t\"fmt\"\n8\t\t\"log\"\n9\t\t\"net/http\"\n10\t\t\"time\"\n11\t\n12\t\t\"github.com/go-chi/chi/v5\"\n13\t\t_ \"modernc.org/sqlite\"\n14\t\t\"github.com/spaxel/mothership/internal/briefing\"\n15\t)\n16\t\n17\t// BriefingHandler manages morning briefing REST endpoints.\n18\ttype BriefingHandler struct {\n19\t\tgenerator *briefing.Generator\n20\t\tdb *sql.DB\n21\t\tnotifyService briefing.NotifyService\n22\t\tzoneProvider briefing.ZoneProvider\n23\t\tpersonProvider briefing.PersonProvider\n24\t\tpredictionProvider briefing.PredictionProvider\n25\t\thealthProvider briefing.HealthProvider\n26\t}\n27\t\n28\t// NewBriefingHandler creates a new briefing handler.\n29\tfunc NewBriefingHandler(dataDir string) (*BriefingHandler, error) {\n30\t\tgen, err := briefing.NewGenerator(dataDir + \"/spaxel.db\")\n31\t\tif err != nil {\n32\t\t\treturn nil, err\n33\t\t}\n34\t\n35\t\t// Open database connection for settings persistence\n36\t\tdb, err := sql.Open(\"sqlite\", dataDir+\"/spaxel.db\")\n37\t\tif err != nil {\n38\t\t\tgen.Close() //nolint:errcheck\n39\t\t\treturn nil, err\n40\t\t}\n41\t\tdb.SetMaxOpenConns(1)\n42\t\n43\t\treturn &BriefingHandler{\n44\t\t\tgenerator: gen,\n45\t\t\tdb: db,\n46\t\t}, nil\n47\t}\n48\t\n49\t// SetProviders sets the provider interfaces for briefing generation.\n50\tfunc (h *BriefingHandler) SetProviders(z briefing.ZoneProvider, p briefing.PersonProvider, pr briefing.PredictionProvider, hp briefing.HealthProvider) {\n51\t\th.zoneProvider = z\n52\t\th.personProvider = p\n53\t\th.predictionProvider = pr\n54\t\th.healthProvider = hp\n55\t\th.generator.SetProviders(z, p, pr, hp)\n56\t}\n57\t\n58\t// Close closes the generator and database connection.\n59\tfunc (h *BriefingHandler) Close() error {\n60\t\tvar firstErr error\n61\t\tif h.generator != nil {\n62\t\t\tif err := h.generator.Close(); err != nil && firstErr == nil {\n63\t\t\t\tfirstErr = err\n64\t\t\t}\n65\t\t}\n66\t\tif h.db != nil {\n67\t\t\tif err := h.db.Close(); err != nil && firstErr == nil {\n68\t\t\t\tfirstErr = err\n69\t\t\t}\n70\t\t}\n71\t\treturn firstErr\n72\t}\n73\t\n74\t// SetNotifyService sets the notification service for sending test notifications.\n75\tfunc (h *BriefingHandler) SetNotifyService(notifySvc briefing.NotifyService) {\n76\t\th.notifyService = notifySvc\n77\t}\n78\t\n79\t// RegisterRoutes registers the briefing API routes.\n80\tfunc (h *BriefingHandler) RegisterRoutes(r chi.Router) {\n81\t\tr.Get(\"/api/briefing\", h.handleGetBriefing)\n82\t\tr.Get(\"/api/briefing/today\", h.handleGetTodayBriefing)\n83\t\tr.Get(\"/api/briefing/{date}\", h.handleGetBriefingByDate)\n84\t\tr.Post(\"/api/briefing/generate\", h.handleGenerateBriefing)\n85\t\tr.Get(\"/api/briefing/latest\", h.handleGetLatestBriefing)\n86\t\tr.Post(\"/api/briefing/{id}/acknowledge\", h.handleAcknowledgeBriefing)\n87\t\tr.Get(\"/api/briefing/settings\", h.handleGetSettings)\n88\t\tr.Patch(\"/api/briefing/settings\", h.handleUpdateSettings)\n89\t\tr.Post(\"/api/briefing/test\", h.handleTestNotification)\n90\t}\n91\t\n92\t// handleGetBriefing returns the briefing for today or a specific date.\n93\tfunc (h *BriefingHandler) handleGetBriefing(w http.ResponseWriter, r *http.Request) {\n94\t\tdate := r.URL.Query().Get(\"date\")\n95\t\tif date == \"\" {\n96\t\t\tdate = time.Now().Format(\"2006-01-02\")\n97\t\t}\n98\t\n99\t\tperson := r.URL.Query().Get(\"person\")\n100\t\n101\t\tb, err := h.generator.Get(date, person)\n102\t\tif err != nil {\n103\t\t\thttp.Error(w, \"Briefing not found\", http.StatusNotFound)\n104\t\t\treturn\n105\t\t}\n106\t\n107\t\twriteJSON(w, http.StatusOK, b)\n108\t}\n109\t\n110\t// handleGetBriefingByDate returns the briefing for a specific date (RESTful path parameter).\n111\tfunc (h *BriefingHandler) handleGetBriefingByDate(w http.ResponseWriter, r *http.Request) {\n112\t\tdate := chi.URLParam(r, \"date\")\n113\t\tif date == \"\" {\n114\t\t\thttp.Error(w, \"Date parameter required\", http.StatusBadRequest)\n115\t\t\treturn\n116\t\t}\n117\t\n118\t\tperson := r.URL.Query().Get(\"person\")\n119\t\n120\t\tb, err := h.generator.Get(date, person)\n121\t\tif err != nil {\n122\t\t\thttp.Error(w, \"Briefing not found\", http.StatusNotFound)\n123\t\t\treturn\n124\t\t}\n125\t\n126\t\twriteJSON(w, http.StatusOK, b)\n127\t}\n128\t\n129\t// handleGenerateBriefing generates a new briefing for the given date.\n130\tfunc (h *BriefingHandler) handleGenerateBriefing(w http.ResponseWriter, r *http.Request) {\n131\t\tvar req struct {\n132\t\t\tDate string `json:\"date\"`\n133\t\t\tPerson string `json:\"person\"`\n134\t\t}\n135\t\n136\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n137\t\t\thttp.Error(w, \"Invalid request\", http.StatusBadRequest)\n138\t\t\treturn\n139\t\t}\n140\t\n141\t\tif req.Date == \"\" {\n142\t\t\treq.Date = time.Now().Format(\"2006-01-02\")\n143\t\t}\n144\t\n145\t\tb, err := h.generator.Generate(req.Date, req.Person)\n146\t\tif err != nil {\n147\t\t\tlog.Printf(\"[ERROR] Failed to generate briefing: %v\", err)\n148\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n149\t\t\treturn\n150\t\t}\n151\t\n152\t\tif err := h.generator.Save(b); err != nil {\n153\t\t\tlog.Printf(\"[ERROR] Failed to save briefing: %v\", err)\n154\t\t\t// Still return the briefing even if save failed\n155\t\t}\n156\t\n157\t\twriteJSON(w, http.StatusOK, b)\n158\t}\n159\t\n160\t// handleGetLatestBriefing returns the most recent briefing.\n161\tfunc (h *BriefingHandler) handleGetLatestBriefing(w http.ResponseWriter, r *http.Request) {\n162\t\tb, err := h.generator.GetLatest()\n163\t\tif err != nil {\n164\t\t\thttp.Error(w, \"No briefing found\", http.StatusNotFound)\n165\t\t\treturn\n166\t\t}\n167\t\n168\t\twriteJSON(w, http.StatusOK, b)\n169\t}\n170\t\n171\t// handleGetSettings returns briefing settings.\n172\tfunc (h *BriefingHandler) handleGetSettings(w http.ResponseWriter, r *http.Request) {\n173\t\t// Try to load settings from database\n174\t\tvar settingsJSON sql.NullString\n175\t\terr := h.db.QueryRow(\"SELECT value_json FROM settings WHERE key = 'briefing_config'\").Scan(&settingsJSON)\n176\t\n177\t\tsettings := map[string]interface{}{\n178\t\t\t\"enabled\": true,\n179\t\t\t\"time\": \"07:00\",\n180\t\t\t\"push_notification\": true,\n181\t\t\t\"auto_generate\": true,\n182\t\t}\n183\t\n184\t\tif err == nil && settingsJSON.Valid {\n185\t\t\tvar savedConfig map[string]interface{}\n186\t\t\tif err := json.Unmarshal([]byte(settingsJSON.String), &savedConfig); err == nil {\n187\t\t\t\tif enabled, ok := savedConfig[\"enabled\"].(bool); ok {\n188\t\t\t\t\tsettings[\"enabled\"] = enabled\n189\t\t\t\t}\n190\t\t\t\tif timeStr, ok := savedConfig[\"time\"].(string); ok {\n191\t\t\t\t\tsettings[\"time\"] = timeStr\n192\t\t\t\t}\n193\t\t\t\tif push, ok := savedConfig[\"push_notification\"].(bool); ok {\n194\t\t\t\t\tsettings[\"push_notification\"] = push\n195\t\t\t\t}\n196\t\t\t\tif auto, ok := savedConfig[\"auto_generate\"].(bool); ok {\n197\t\t\t\t\tsettings[\"auto_generate\"] = auto\n198\t\t\t\t}\n199\t\t\t}\n200\t\t}\n201\t\n202\t\twriteJSON(w, http.StatusOK, settings)\n203\t}\n204\t\n205\t// handleUpdateSettings updates briefing settings.\n206\tfunc (h *BriefingHandler) handleUpdateSettings(w http.ResponseWriter, r *http.Request) {\n207\t\tvar settings map[string]interface{}\n208\t\tif err := json.NewDecoder(r.Body).Decode(&settings); err != nil {\n209\t\t\thttp.Error(w, \"Invalid request\", http.StatusBadRequest)\n210\t\t\treturn\n211\t\t}\n212\t\n213\t\t// Validate settings\n214\t\tif timeStr, ok := settings[\"time\"].(string); ok {\n215\t\t\t// Validate time format (HH:MM)\n216\t\t\tvar h, m int\n217\t\t\t_, err := fmt.Sscanf(timeStr, \"%d:%d\", &h, &m)\n218\t\t\tif err != nil || h < 0 || h > 23 || m < 0 || m > 59 {\n219\t\t\t\thttp.Error(w, \"Invalid time format, use HH:MM\", http.StatusBadRequest)\n220\t\t\t\treturn\n221\t\t\t}\n222\t\t}\n223\t\n224\t\t// Save to database settings table\n225\t\tsettingsJSON, err := json.Marshal(settings)\n226\t\tif err != nil {\n227\t\t\tlog.Printf(\"[ERROR] Failed to marshal briefing settings: %v\", err)\n228\t\t\thttp.Error(w, \"Failed to save settings\", http.StatusInternalServerError)\n229\t\t\treturn\n230\t\t}\n231\t\n232\t\t_, err = h.db.Exec(`\n233\t\t\tINSERT OR REPLACE INTO settings (key, value_json, updated_at)\n234\t\t\tVALUES ('briefing_config', ?, strftime('%s', 'now') * 1000)\n235\t\t`, string(settingsJSON))\n236\t\tif err != nil {\n237\t\t\tlog.Printf(\"[ERROR] Failed to save briefing settings: %v\", err)\n238\t\t\thttp.Error(w, \"Failed to save settings\", http.StatusInternalServerError)\n239\t\t\treturn\n240\t\t}\n241\t\n242\t\tlog.Printf(\"[INFO] Briefing settings updated: %+v\", settings)\n243\t\n244\t\t// Update scheduler config if available\n245\t\t// Note: The scheduler will pick up the new config on next check\n246\t\n247\t\twriteJSON(w, http.StatusOK, map[string]string{\"status\": \"ok\"})\n248\t}\n249\t\n250\t// handleTestNotification sends a test briefing notification.\n251\tfunc (h *BriefingHandler) handleTestNotification(w http.ResponseWriter, r *http.Request) {\n252\t\t// Generate a test briefing for today\n253\t\tdate := time.Now().Format(\"2006-01-02\")\n254\t\tb, err := h.generator.Generate(date, \"\")\n255\t\tif err != nil {\n256\t\t\tlog.Printf(\"[ERROR] Failed to generate test briefing: %v\", err)\n257\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n258\t\t\treturn\n259\t\t}\n260\t\n261\t\t// Send via notification service if available\n262\t\tif h.notifyService != nil {\n263\t\t\tnotif := briefing.Notification{\n264\t\t\t\tTitle: \"Morning Briefing (Test)\",\n265\t\t\t\tBody: b.Content,\n266\t\t\t\tPriority: 1,\n267\t\t\t\tTags: []string{\"briefing\", \"test\"},\n268\t\t\t\tTimestamp: time.Now(),\n269\t\t\t}\n270\t\t\tif err := h.notifyService.Send(notif); err != nil {\n271\t\t\t\tlog.Printf(\"[ERROR] Failed to send test notification: %v\", err)\n272\t\t\t\twriteJSON(w, http.StatusInternalServerError, map[string]interface{}{\n273\t\t\t\t\t\"status\": \"error\",\n274\t\t\t\t\t\"error\": err.Error(),\n275\t\t\t\t\t\"briefing\": b,\n276\t\t\t\t})\n277\t\t\t\treturn\n278\t\t\t}\n279\t\t\tlog.Printf(\"[INFO] Test briefing notification sent\")\n280\t\t} else {\n281\t\t\tlog.Printf(\"[INFO] Test briefing notification (no notify service): %s\", b.Content)\n282\t\t}\n283\t\n284\t\twriteJSON(w, http.StatusOK, map[string]interface{}{\n285\t\t\t\"status\": \"sent\",\n286\t\t\t\"briefing\": b,\n287\t\t})\n288\t}\n289\t\n290\t// handleGetTodayBriefing returns today's briefing, generating if needed.\n291\tfunc (h *BriefingHandler) handleGetTodayBriefing(w http.ResponseWriter, r *http.Request) {\n292\t\ttoday := time.Now().Format(\"2006-01-02\")\n293\t\tperson := r.URL.Query().Get(\"person\")\n294\t\n295\t\t// First try to get existing briefing\n296\t\tb, err := h.generator.Get(today, person)\n297\t\tif err == nil {\n298\t\t\t// Check if it's marked as delivered\n299\t\t\tif !b.Delivered {\n300\t\t\t\t// Mark as delivered on first fetch\n301\t\t\t\tif err := h.generator.MarkDelivered(b.ID); err != nil {\n302\t\t\t\t\tlog.Printf(\"[WARN] Failed to mark briefing as delivered: %v\", err)\n303\t\t\t\t}\n304\t\t\t\tb.Delivered = true\n305\t\t\t}\n306\t\t\twriteJSON(w, http.StatusOK, b)\n307\t\t\treturn\n308\t\t}\n309\t\n310\t\t// No briefing exists, generate one\n311\t\tb, err = h.generator.Generate(today, person)\n312\t\tif err != nil {\n313\t\t\tlog.Printf(\"[ERROR] Failed to generate today's briefing: %v\", err)\n314\t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n315\t\t\treturn\n316\t\t}\n317\t\n318\t\t// Save the new briefing\n319\t\tif err := h.generator.Save(b); err != nil {\n320\t\t\tlog.Printf(\"[ERROR] Failed to save briefing: %v\", err)\n321\t\t}\n322\t\n323\t\twriteJSON(w, http.StatusOK, b)\n324\t}\n325\t\n326\t// handleAcknowledgeBriefing marks a briefing as acknowledged by the user.\n327\tfunc (h *BriefingHandler) handleAcknowledgeBriefing(w http.ResponseWriter, r *http.Request) {\n328\t\tid := chi.URLParam(r, \"id\")\n329\t\tif id == \"\" {\n330\t\t\thttp.Error(w, \"Briefing ID required\", http.StatusBadRequest)\n331\t\t\treturn\n332\t\t}\n333\t\n334\t\t// Mark as acknowledged\n335\t\tif err := h.generator.MarkAcknowledged(id); err != nil {\n336\t\t\tlog.Printf(\"[ERROR] Failed to acknowledge briefing: %v\", err)\n337\t\t\thttp.Error(w, \"Failed to acknowledge briefing\", http.StatusInternalServerError)\n338\t\t\treturn\n339\t\t}\n340\t\n341\t\tlog.Printf(\"[INFO] Briefing %s acknowledged\", id)\n342\t\n343\t\twriteJSON(w, http.StatusOK, map[string]string{\"status\": \"acknowledged\"})\n344\t}\n345\t\n346\t// GetGenerator returns the underlying briefing generator.\n347\tfunc (h *BriefingHandler) GetGenerator() *briefing.Generator {\n348\t\treturn h.generator\n349\t}\n350\t"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"a21cfdd7-f854-486e-8ac5-f3ffe609cee7","timestamp":"2026-05-06T10:06:41.761Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/internal/api/briefing.go","content":"// Package api provides REST API handlers for morning briefings.\npackage api\n\nimport (\n\t\"database/sql\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"time\"\n\n\t\"github.com/go-chi/chi/v5\"\n\t_ \"modernc.org/sqlite\"\n\t\"github.com/spaxel/mothership/internal/briefing\"\n)\n\n// BriefingHandler manages morning briefing REST endpoints.\ntype BriefingHandler struct {\n\tgenerator *briefing.Generator\n\tdb *sql.DB\n\tnotifyService briefing.NotifyService\n\tzoneProvider briefing.ZoneProvider\n\tpersonProvider briefing.PersonProvider\n\tpredictionProvider briefing.PredictionProvider\n\thealthProvider briefing.HealthProvider\n}\n\n// NewBriefingHandler creates a new briefing handler.\nfunc NewBriefingHandler(dataDir string) (*BriefingHandler, error) {\n\tgen, err := briefing.NewGenerator(dataDir + \"/spaxel.db\")\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\n\t// Open database connection for settings persistence\n\tdb, err := sql.Open(\"sqlite\", dataDir+\"/spaxel.db\")\n\tif err != nil {\n\t\tgen.Close() //nolint:errcheck\n\t\treturn nil, err\n\t}\n\tdb.SetMaxOpenConns(1)\n\n\treturn &BriefingHandler{\n\t\tgenerator: gen,\n\t\tdb: db,\n\t}, nil\n}\n\n// SetProviders sets the provider interfaces for briefing generation.\nfunc (h *BriefingHandler) SetProviders(z briefing.ZoneProvider, p briefing.PersonProvider, pr briefing.PredictionProvider, hp briefing.HealthProvider) {\n\th.zoneProvider = z\n\th.personProvider = p\n\th.predictionProvider = pr\n\th.healthProvider = hp\n\th.generator.SetProviders(z, p, pr, hp)\n}\n\n// Close closes the generator and database connection.\nfunc (h *BriefingHandler) Close() error {\n\tvar firstErr error\n\tif h.generator != nil {\n\t\tif err := h.generator.Close(); err != nil && firstErr == nil {\n\t\t\tfirstErr = err\n\t\t}\n\t}\n\tif h.db != nil {\n\t\tif err := h.db.Close(); err != nil && firstErr == nil {\n\t\t\tfirstErr = err\n\t\t}\n\t}\n\treturn firstErr\n}\n\n// SetNotifyService sets the notification service for sending test notifications.\nfunc (h *BriefingHandler) SetNotifyService(notifySvc briefing.NotifyService) {\n\th.notifyService = notifySvc\n}\n\n// RegisterRoutes registers the briefing API routes.\nfunc (h *BriefingHandler) RegisterRoutes(r chi.Router) {\n\tr.Get(\"/api/briefing\", h.handleGetBriefing)\n\tr.Get(\"/api/briefing/today\", h.handleGetTodayBriefing)\n\tr.Get(\"/api/briefing/{date}\", h.handleGetBriefingByDate)\n\tr.Post(\"/api/briefing/generate\", h.handleGenerateBriefing)\n\tr.Get(\"/api/briefing/latest\", h.handleGetLatestBriefing)\n\tr.Post(\"/api/briefing/{id}/acknowledge\", h.handleAcknowledgeBriefing)\n\tr.Get(\"/api/briefing/settings\", h.handleGetSettings)\n\tr.Patch(\"/api/briefing/settings\", h.handleUpdateSettings)\n\tr.Post(\"/api/briefing/test\", h.handleTestNotification)\n}\n\n// handleGetBriefing returns the briefing for today or a specific date.\nfunc (h *BriefingHandler) handleGetBriefing(w http.ResponseWriter, r *http.Request) {\n\tdate := r.URL.Query().Get(\"date\")\n\tif date == \"\" {\n\t\tdate = time.Now().Format(\"2006-01-02\")\n\t}\n\n\tperson := r.URL.Query().Get(\"person\")\n\n\tb, err := h.generator.Get(date, person)\n\tif err != nil {\n\t\thttp.Error(w, \"Briefing not found\", http.StatusNotFound)\n\t\treturn\n\t}\n\n\twriteJSON(w, http.StatusOK, b)\n}\n\n// handleGetBriefingByDate returns the briefing for a specific date (RESTful path parameter).\nfunc (h *BriefingHandler) handleGetBriefingByDate(w http.ResponseWriter, r *http.Request) {\n\tdate := chi.URLParam(r, \"date\")\n\tif date == \"\" {\n\t\thttp.Error(w, \"Date parameter required\", http.StatusBadRequest)\n\t\treturn\n\t}\n\n\tperson := r.URL.Query().Get(\"person\")\n\n\tb, err := h.generator.Get(date, person)\n\tif err != nil {\n\t\thttp.Error(w, \"Briefing not found\", http.StatusNotFound)\n\t\treturn\n\t}\n\n\twriteJSON(w, http.StatusOK, b)\n}\n\n// handleGenerateBriefing generates a new briefing for the given date.\nfunc (h *BriefingHandler) handleGenerateBriefing(w http.ResponseWriter, r *http.Request) {\n\tvar req struct {\n\t\tDate string `json:\"date\"`\n\t\tPerson string `json:\"person\"`\n\t}\n\n\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\thttp.Error(w, \"Invalid request\", http.StatusBadRequest)\n\t\treturn\n\t}\n\n\tif req.Date == \"\" {\n\t\treq.Date = time.Now().Format(\"2006-01-02\")\n\t}\n\n\tb, err := h.generator.Generate(req.Date, req.Person)\n\tif err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to generate briefing: %v\", err)\n\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tif err := h.generator.Save(b); err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to save briefing: %v\", err)\n\t\t// Still return the briefing even if save failed\n\t}\n\n\twriteJSON(w, http.StatusOK, b)\n}\n\n// handleGetLatestBriefing returns the most recent briefing.\nfunc (h *BriefingHandler) handleGetLatestBriefing(w http.ResponseWriter, r *http.Request) {\n\tb, err := h.generator.GetLatest()\n\tif err != nil {\n\t\thttp.Error(w, \"No briefing found\", http.StatusNotFound)\n\t\treturn\n\t}\n\n\twriteJSON(w, http.StatusOK, b)\n}\n\n// handleGetSettings returns briefing settings.\nfunc (h *BriefingHandler) handleGetSettings(w http.ResponseWriter, r *http.Request) {\n\t// Try to load settings from database\n\tvar settingsJSON sql.NullString\n\terr := h.db.QueryRow(\"SELECT value_json FROM settings WHERE key = 'briefing_config'\").Scan(&settingsJSON)\n\n\tsettings := map[string]interface{}{\n\t\t\"enabled\": true,\n\t\t\"time\": \"07:00\",\n\t\t\"push_notification\": true,\n\t\t\"auto_generate\": true,\n\t}\n\n\tif err == nil && settingsJSON.Valid {\n\t\tvar savedConfig map[string]interface{}\n\t\tif err := json.Unmarshal([]byte(settingsJSON.String), &savedConfig); err == nil {\n\t\t\tif enabled, ok := savedConfig[\"enabled\"].(bool); ok {\n\t\t\t\tsettings[\"enabled\"] = enabled\n\t\t\t}\n\t\t\tif timeStr, ok := savedConfig[\"time\"].(string); ok {\n\t\t\t\tsettings[\"time\"] = timeStr\n\t\t\t}\n\t\t\tif push, ok := savedConfig[\"push_notification\"].(bool); ok {\n\t\t\t\tsettings[\"push_notification\"] = push\n\t\t\t}\n\t\t\tif auto, ok := savedConfig[\"auto_generate\"].(bool); ok {\n\t\t\t\tsettings[\"auto_generate\"] = auto\n\t\t\t}\n\t\t}\n\t}\n\n\twriteJSON(w, http.StatusOK, settings)\n}\n\n// handleUpdateSettings updates briefing settings.\nfunc (h *BriefingHandler) handleUpdateSettings(w http.ResponseWriter, r *http.Request) {\n\tvar settings map[string]interface{}\n\tif err := json.NewDecoder(r.Body).Decode(&settings); err != nil {\n\t\thttp.Error(w, \"Invalid request\", http.StatusBadRequest)\n\t\treturn\n\t}\n\n\t// Validate settings\n\tif timeStr, ok := settings[\"time\"].(string); ok {\n\t\t// Validate time format (HH:MM)\n\t\tvar h, m int\n\t\t_, err := fmt.Sscanf(timeStr, \"%d:%d\", &h, &m)\n\t\tif err != nil || h < 0 || h > 23 || m < 0 || m > 59 {\n\t\t\thttp.Error(w, \"Invalid time format, use HH:MM\", http.StatusBadRequest)\n\t\t\treturn\n\t\t}\n\t}\n\n\t// Save to database settings table\n\tsettingsJSON, err := json.Marshal(settings)\n\tif err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to marshal briefing settings: %v\", err)\n\t\thttp.Error(w, \"Failed to save settings\", http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t_, err = h.db.Exec(`\n\t\tINSERT OR REPLACE INTO settings (key, value_json, updated_at)\n\t\tVALUES ('briefing_config', ?, strftime('%s', 'now') * 1000)\n\t`, string(settingsJSON))\n\tif err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to save briefing settings: %v\", err)\n\t\thttp.Error(w, \"Failed to save settings\", http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tlog.Printf(\"[INFO] Briefing settings updated: %+v\", settings)\n\n\t// Update scheduler config if available\n\t// Note: The scheduler will pick up the new config on next check\n\n\twriteJSON(w, http.StatusOK, map[string]string{\"status\": \"ok\"})\n}\n\n// handleTestNotification sends a test briefing notification.\nfunc (h *BriefingHandler) handleTestNotification(w http.ResponseWriter, r *http.Request) {\n\t// Generate a test briefing for today\n\tdate := time.Now().Format(\"2006-01-02\")\n\tb, err := h.generator.Generate(date, \"\")\n\tif err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to generate test briefing: %v\", err)\n\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// Send via notification service if available\n\tif h.notifyService != nil {\n\t\tnotif := briefing.Notification{\n\t\t\tTitle: \"Morning Briefing (Test)\",\n\t\t\tBody: b.Content,\n\t\t\tPriority: 1,\n\t\t\tTags: []string{\"briefing\", \"test\"},\n\t\t\tTimestamp: time.Now(),\n\t\t}\n\t\tif err := h.notifyService.Send(notif); err != nil {\n\t\t\tlog.Printf(\"[ERROR] Failed to send test notification: %v\", err)\n\t\t\twriteJSON(w, http.StatusInternalServerError, map[string]interface{}{\n\t\t\t\t\"status\": \"error\",\n\t\t\t\t\"error\": err.Error(),\n\t\t\t\t\"briefing\": b,\n\t\t\t})\n\t\t\treturn\n\t\t}\n\t\tlog.Printf(\"[INFO] Test briefing notification sent\")\n\t} else {\n\t\tlog.Printf(\"[INFO] Test briefing notification (no notify service): %s\", b.Content)\n\t}\n\n\twriteJSON(w, http.StatusOK, map[string]interface{}{\n\t\t\"status\": \"sent\",\n\t\t\"briefing\": b,\n\t})\n}\n\n// handleGetTodayBriefing returns today's briefing, generating if needed.\nfunc (h *BriefingHandler) handleGetTodayBriefing(w http.ResponseWriter, r *http.Request) {\n\ttoday := time.Now().Format(\"2006-01-02\")\n\tperson := r.URL.Query().Get(\"person\")\n\n\t// First try to get existing briefing\n\tb, err := h.generator.Get(today, person)\n\tif err == nil {\n\t\t// Check if it's marked as delivered\n\t\tif !b.Delivered {\n\t\t\t// Mark as delivered on first fetch\n\t\t\tif err := h.generator.MarkDelivered(b.ID); err != nil {\n\t\t\t\tlog.Printf(\"[WARN] Failed to mark briefing as delivered: %v\", err)\n\t\t\t}\n\t\t\tb.Delivered = true\n\t\t}\n\t\twriteJSON(w, http.StatusOK, b)\n\t\treturn\n\t}\n\n\t// No briefing exists, generate one\n\tb, err = h.generator.Generate(today, person)\n\tif err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to generate today's briefing: %v\", err)\n\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\t// Save the new briefing\n\tif err := h.generator.Save(b); err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to save briefing: %v\", err)\n\t}\n\n\twriteJSON(w, http.StatusOK, b)\n}\n\n// handleAcknowledgeBriefing marks a briefing as acknowledged by the user.\nfunc (h *BriefingHandler) handleAcknowledgeBriefing(w http.ResponseWriter, r *http.Request) {\n\tid := chi.URLParam(r, \"id\")\n\tif id == \"\" {\n\t\thttp.Error(w, \"Briefing ID required\", http.StatusBadRequest)\n\t\treturn\n\t}\n\n\t// Mark as acknowledged\n\tif err := h.generator.MarkAcknowledged(id); err != nil {\n\t\tlog.Printf(\"[ERROR] Failed to acknowledge briefing: %v\", err)\n\t\thttp.Error(w, \"Failed to acknowledge briefing\", http.StatusInternalServerError)\n\t\treturn\n\t}\n\n\tlog.Printf(\"[INFO] Briefing %s acknowledged\", id)\n\n\twriteJSON(w, http.StatusOK, map[string]string{\"status\": \"acknowledged\"})\n}\n\n// GetGenerator returns the underlying briefing generator.\nfunc (h *BriefingHandler) GetGenerator() *briefing.Generator {\n\treturn h.generator\n}\n","numLines":350,"startLine":1,"totalLines":350}}}
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+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_50a9f4a5b0824e869d7a0ba4","type":"tool_result","content":"mothership/internal/dashboard/hub.go:36:\tbriefingProvider BriefingProvider\nmothership/internal/dashboard/hub.go:169:// BriefingProvider provides morning briefing functionality.\nmothership/internal/dashboard/hub.go:320:// SetBriefingProvider sets the briefing provider for morning briefing push.\nmothership/internal/dashboard/hub.go:323:\th.briefingProvider = provider\nmothership/internal/dashboard/hub.go:367:\t\t\t// Push morning briefing on first connection after 6am\nmothership/internal/dashboard/hub.go:1227:// pushBriefingToClient pushes the morning briefing to a specific client on first connection.\nmothership/internal/dashboard/hub.go:1230:\tprovider := h.briefingProvider\nmothership/internal/dashboard/hub.go:1237:\t// Check if briefing should be pushed (after 6am and not yet delivered)\nmothership/internal/dashboard/hub.go:1242:\t// Get today's briefing\nmothership/internal/dashboard/hub.go:1243:\tbriefing, err := provider.GetTodayBriefing()\nmothership/internal/dashboard/hub.go:1245:\t\tlog.Printf(\"[WARN] Failed to get today's briefing: %v\", err)\nmothership/internal/dashboard/hub.go:1250:\tif id, ok := briefing[\"id\"].(string); ok {\nmothership/internal/dashboard/hub.go:1252:\t\t\tlog.Printf(\"[WARN] Failed to mark briefing as delivered: %v\", err)\nmothership/internal/dashboard/hub.go:1256:\t// Send briefing to client\nmothership/internal/dashboard/hub.go:1258:\t\t\"type\": \"morning_briefing\",\nmothership/internal/dashboard/hub.go:1259:\t\t\"briefing\": briefing,\nmothership/internal/dashboard/hub.go:1263:\t\tlog.Printf(\"[WARN] Failed to marshal briefing: %v\", err)\nmothership/internal/dashboard/hub.go:1269:\t\tlog.Printf(\"[INFO] Morning briefing pushed to client\")"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"18efac2f-5498-44ec-824e-dcdff8e216ea","timestamp":"2026-05-06T10:06:50.255Z","tool_use_result":{"mode":"content","numFiles":0,"filenames":[],"content":"mothership/internal/dashboard/hub.go:36:\tbriefingProvider BriefingProvider\nmothership/internal/dashboard/hub.go:169:// BriefingProvider provides morning briefing functionality.\nmothership/internal/dashboard/hub.go:320:// SetBriefingProvider sets the briefing provider for morning briefing push.\nmothership/internal/dashboard/hub.go:323:\th.briefingProvider = provider\nmothership/internal/dashboard/hub.go:367:\t\t\t// Push morning briefing on first connection after 6am\nmothership/internal/dashboard/hub.go:1227:// pushBriefingToClient pushes the morning briefing to a specific client on first connection.\nmothership/internal/dashboard/hub.go:1230:\tprovider := h.briefingProvider\nmothership/internal/dashboard/hub.go:1237:\t// Check if briefing should be pushed (after 6am and not yet delivered)\nmothership/internal/dashboard/hub.go:1242:\t// Get today's briefing\nmothership/internal/dashboard/hub.go:1243:\tbriefing, err := provider.GetTodayBriefing()\nmothership/internal/dashboard/hub.go:1245:\t\tlog.Printf(\"[WARN] Failed to get today's briefing: %v\", err)\nmothership/internal/dashboard/hub.go:1250:\tif id, ok := briefing[\"id\"].(string); ok {\nmothership/internal/dashboard/hub.go:1252:\t\t\tlog.Printf(\"[WARN] Failed to mark briefing as delivered: %v\", err)\nmothership/internal/dashboard/hub.go:1256:\t// Send briefing to client\nmothership/internal/dashboard/hub.go:1258:\t\t\"type\": \"morning_briefing\",\nmothership/internal/dashboard/hub.go:1259:\t\t\"briefing\": briefing,\nmothership/internal/dashboard/hub.go:1263:\t\tlog.Printf(\"[WARN] Failed to marshal briefing: %v\", err)\nmothership/internal/dashboard/hub.go:1269:\t\tlog.Printf(\"[INFO] Morning briefing pushed to client\")","numLines":18}}
+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_e4c8bf9077fe4fa5b4e385b6","type":"tool_result","content":"=== RUN TestBriefing_GenerateEmpty\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=\n--- PASS: TestBriefing_GenerateEmpty (0.04s)\n=== RUN TestBriefing_GenerateWithSleep\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=Alice\n--- PASS: TestBriefing_GenerateWithSleep (0.04s)\n=== RUN TestBriefing_SaveAndGet\n--- PASS: TestBriefing_SaveAndGet (0.04s)\n=== RUN TestBriefing_ShouldGenerate\n--- PASS: TestBriefing_ShouldGenerate (0.04s)\n=== RUN TestBriefing_GenerateWithAlerts\n briefing_test.go:309: Inserting event at 2024-03-14 18:00:00 -0400 EDT (1710453600000)\n briefing_test.go:324: Events in database: 1\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=Alice\n--- PASS: TestBriefing_GenerateWithAlerts (0.04s)\nPASS\nok \tgithub.com/spaxel/mothership/internal/briefing\t(cached)","is_error":false}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"0f603bab-bf9d-450e-9082-a4f9046ab274","timestamp":"2026-05-06T10:06:50.774Z","tool_use_result":{"stdout":"=== RUN TestBriefing_GenerateEmpty\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=\n--- PASS: TestBriefing_GenerateEmpty (0.04s)\n=== RUN TestBriefing_GenerateWithSleep\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=Alice\n--- PASS: TestBriefing_GenerateWithSleep (0.04s)\n=== RUN TestBriefing_SaveAndGet\n--- PASS: TestBriefing_SaveAndGet (0.04s)\n=== RUN TestBriefing_ShouldGenerate\n--- PASS: TestBriefing_ShouldGenerate (0.04s)\n=== RUN TestBriefing_GenerateWithAlerts\n briefing_test.go:309: Inserting event at 2024-03-14 18:00:00 -0400 EDT (1710453600000)\n briefing_test.go:324: Events in database: 1\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=Alice\n--- PASS: TestBriefing_GenerateWithAlerts (0.04s)\nPASS\nok \tgithub.com/spaxel/mothership/internal/briefing\t(cached)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
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ok {\n1251\t\t\tif err := provider.MarkDelivered(id); err != nil {\n1252\t\t\t\tlog.Printf(\"[WARN] Failed to mark briefing as delivered: %v\", err)\n1253\t\t\t}\n1254\t\t}\n1255\t\n1256\t\t// Send briefing to client\n1257\t\tmsg := map[string]interface{}{\n1258\t\t\t\"type\": \"morning_briefing\",\n1259\t\t\t\"briefing\": briefing,\n1260\t\t}\n1261\t\tdata, err := json.Marshal(msg)\n1262\t\tif err != nil {\n1263\t\t\tlog.Printf(\"[WARN] Failed to marshal briefing: %v\", err)\n1264\t\t\treturn\n1265\t\t}\n1266\t\n1267\t\tselect {\n1268\t\tcase client.send <- data:\n1269\t\t\tlog.Printf(\"[INFO] Morning briefing pushed to client\")\n1270\t\tdefault:\n1271\t\t\tlog.Printf(\"[WARN] Briefing dropped for new client (buffer full)\")\n1272\t\t}\n1273\t}\n1274\t\n1275\t// BroadcastReplayBlobs broadcasts replay blob updates to all dashboard clients.\n1276\t// This implements the replay.BlobBroadcaster interface for time-travel debugging.\n1277\tfunc (h *Hub) BroadcastReplayBlobs(blobs []replay.BlobUpdate, timestampMS int64) {\n1278\t\twireBlobs := make([]blobJSON, len(blobs))\n1279\t\tfor i, b := range blobs {\n1280\t\t\ttrail := make([]trailPoint, len(b.Trail)/2)\n1281\t\t\tfor j := 0; j < len(b.Trail)/2; j++ {\n1282\t\t\t\ttrail[j] = trailPoint{b.Trail[j*2], b.Trail[j*2+1]}\n1283\t\t\t}\n1284\t\t\twireBlobs[i] = blobJSON{\n1285\t\t\t\tID: b.ID,\n1286\t\t\t\tX: b.X,\n1287\t\t\t\tZ: b.Z,\n1288\t\t\t\tVX: b.VX,\n1289\t\t\t\tVZ: b.VZ,\n1290\t\t\t\tWeight: b.Weight,\n1291\t\t\t\tTrail: trail,\n1292\t\t\t\tPosture: b.Posture,\n1293\t\t\t\tPersonID: b.PersonID,\n1294\t\t\t\tPersonLabel: b.PersonLabel,\n1295\t\t\t\tPersonColor: b.PersonColor,\n1296\t\t\t\tIdentityConfidence: b.IdentityConfidence,\n1297\t\t\t\tIdentitySource: b.IdentitySource,\n1298\t\t\t\tReplay: true, // Mark as replay blob\n1299\t\t\t}"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"1e4aa323-bf52-4ea7-beba-5cc0c958cce7","timestamp":"2026-05-06T10:07:12.434Z","tool_use_result":{"type":"text","file":{"filePath":"/home/coding/spaxel/mothership/internal/dashboard/hub.go","content":"\t\t\"type\": \"morning_summary\",\n\t\t\"sleep\": summary,\n\t}\n\tdata, _ := json.Marshal(msg)\n\th.Broadcast(data)\n}\n\n// pushBriefingToClient pushes the morning briefing to a specific client on first connection.\nfunc (h *Hub) pushBriefingToClient(client *Client) {\n\th.mu.RLock()\n\tprovider := h.briefingProvider\n\th.mu.RUnlock()\n\n\tif provider == nil {\n\t\treturn\n\t}\n\n\t// Check if briefing should be pushed (after 6am and not yet delivered)\n\tif !provider.ShouldPushBriefing() {\n\t\treturn\n\t}\n\n\t// Get today's briefing\n\tbriefing, err := provider.GetTodayBriefing()\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to get today's briefing: %v\", err)\n\t\treturn\n\t}\n\n\t// Mark as delivered\n\tif id, ok := briefing[\"id\"].(string); ok {\n\t\tif err := provider.MarkDelivered(id); err != nil {\n\t\t\tlog.Printf(\"[WARN] Failed to mark briefing as delivered: %v\", err)\n\t\t}\n\t}\n\n\t// Send briefing to client\n\tmsg := map[string]interface{}{\n\t\t\"type\": \"morning_briefing\",\n\t\t\"briefing\": briefing,\n\t}\n\tdata, err := json.Marshal(msg)\n\tif err != nil {\n\t\tlog.Printf(\"[WARN] Failed to marshal briefing: %v\", err)\n\t\treturn\n\t}\n\n\tselect {\n\tcase client.send <- data:\n\t\tlog.Printf(\"[INFO] Morning briefing pushed to client\")\n\tdefault:\n\t\tlog.Printf(\"[WARN] Briefing dropped for new client (buffer full)\")\n\t}\n}\n\n// BroadcastReplayBlobs broadcasts replay blob updates to all dashboard clients.\n// This implements the replay.BlobBroadcaster interface for time-travel debugging.\nfunc (h *Hub) BroadcastReplayBlobs(blobs []replay.BlobUpdate, timestampMS int64) {\n\twireBlobs := make([]blobJSON, len(blobs))\n\tfor i, b := range blobs {\n\t\ttrail := make([]trailPoint, len(b.Trail)/2)\n\t\tfor j := 0; j < len(b.Trail)/2; j++ {\n\t\t\ttrail[j] = trailPoint{b.Trail[j*2], b.Trail[j*2+1]}\n\t\t}\n\t\twireBlobs[i] = blobJSON{\n\t\t\tID: b.ID,\n\t\t\tX: b.X,\n\t\t\tZ: b.Z,\n\t\t\tVX: b.VX,\n\t\t\tVZ: b.VZ,\n\t\t\tWeight: b.Weight,\n\t\t\tTrail: trail,\n\t\t\tPosture: b.Posture,\n\t\t\tPersonID: b.PersonID,\n\t\t\tPersonLabel: b.PersonLabel,\n\t\t\tPersonColor: b.PersonColor,\n\t\t\tIdentityConfidence: b.IdentityConfidence,\n\t\t\tIdentitySource: b.IdentitySource,\n\t\t\tReplay: true, // Mark as replay blob\n\t\t}","numLines":80,"startLine":1220,"totalLines":1418}}}
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+{"type":"stream_event","event":{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"{\"output_mode\":\"content\",\"-C\":5,\"path\":\"/home/coding/spaxel/mothership/cmd/mothership\",\"pattern\":\"briefingHandler|BriefingHandler\"}"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"b73d935d-9844-41a0-92f5-ee4b77ef2951"}
+{"type":"assistant","message":{"id":"msg_2026050618071761c2c4704f144074","type":"message","role":"assistant","model":"glm-4.7","content":[{"type":"tool_use","id":"call_9af3b21be2754e8492123c9c","name":"Grep","input":{"output_mode":"content","-C":5,"path":"/home/coding/spaxel/mothership/cmd/mothership","pattern":"briefingHandler|BriefingHandler"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0},"context_management":null},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"2fb7da44-f321-4479-99ae-903e125c7553"}
+{"type":"stream_event","event":{"type":"content_block_stop","index":1},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"55acfb81-9252-49d0-91b6-722fa5cd6c32"}
+{"type":"stream_event","event":{"type":"message_delta","delta":{"stop_reason":"tool_use","stop_sequence":null},"usage":{"input_tokens":850,"output_tokens":70,"cache_read_input_tokens":127744,"server_tool_use":{"web_search_requests":0},"service_tier":"standard"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"24986c17-931a-49eb-a7a8-5de03d6468d9"}
+{"type":"stream_event","event":{"type":"message_stop"},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"a893fdea-75a3-4ed4-bada-36a352b3fa63"}
+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_9af3b21be2754e8492123c9c","type":"tool_result","content":"/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-590-\t// Sleep handler (created early so callback can reference it)\ncmd/mothership/main.go.bak2-591-\tsleepHandler := sleep.NewHandler(sleepMonitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-592-\tsleepHandler.SetDB(filepath.Join(cfg.DataDir, \"spaxel.db\"))\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-593-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-594-\t// Morning briefing handler\ncmd/mothership/main.go.bak2:595:\tbriefingHandler, err := api.NewBriefingHandler(cfg.DataDir)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-596-\tif err != nil {\ncmd/mothership/main.go.bak2-597-\t\tlog.Printf(\"[WARN] Failed to create briefing handler: %v\", err)\ncmd/mothership/main.go.bak2:598:\t\tbriefingHandler = nil\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-599-\t} else {\ncmd/mothership/main.go.bak2:600:\t\tdefer briefingHandler.Close()\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-601-\t\tlog.Printf(\"[INFO] Morning briefing handler initialized\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-602-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-603-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-604-\tsleepMonitor.SetReportCallback(func(linkID string, report *sleep.SleepReport) {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-605-\t\t// Broadcast sleep report to dashboard\n--\ncmd/mothership/main.go.bak2-729-\t\tnotifyService.SetRoomConfig(&fleetRoomConfigAdapter{reg: fleetReg})\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-730-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-731-\ncmd/mothership/main.go.bak2-732-\t/ Phase 8: Morning briefing scheduler\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-733-\tvar briefingScheduler *briefing.Scheduler\ncmd/mothership/main.go.bak2:734:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-735-\t\t// Create notify adapter\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-736-\t\tvar notifyAdapter briefing.NotifyService\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-737-\t\tif notifyService != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-738-\t\t\tnotifyAdapter = briefing.NewNotifyAdapter(notifyService)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-739-\t\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-769-\t\t\t\t\tlog.Printf(\"[INFO] Loaded briefing settings from database\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-770-\t\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-771-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-772-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-773-\ncmd/mothership/main.go.bak2:774:\t\tbriefingScheduler = briefing.NewScheduler(briefingHandler.GetGenerator(), notifyAdapter, schedulerConfig)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-775-\t\tbriefingScheduler.Start(ctx)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-776-\t\tdefer briefingScheduler.Stop()\ncmd/mothership/main.go.bak2-777-\t\tlog.Printf(\"[INFO] Morning briefing scheduler started (time: %s, push: %v)\",\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-778-\t\t\tschedulerConfig.Time, schedulerConfig.PushNotification)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-779-\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-928-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-929-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-930-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-931-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-932-\t// Wire up briefing providers after all components are initialized\ncmd/mothership/main.go.bak2:933:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-934-\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-935-\t\tif zonesMgr != nil {\ncmd/mothership/main.go.bak2-936-\t\t\tzoneProvider = &briefingZoneAdapter{mgr: zonesMgr}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-937-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-938-\n--\ncmd/mothership/main.go.bak2-954-\t\t\thealthChecker: healthChecker,\ncmd/mothership/main.go.bak2-955-\t\t\tfleetReg: fleetReg,\ncmd/mothership/main.go.bak2-956-\t\t\tfeedbackStore: feedbackStore,\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-957-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-958-\ncmd/mothership/main.go.bak2:959:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-960-\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-961-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-962-\ncmd/mothership/main.go.bak2-963-\t/ Phase 5: Self-healing fleet manager with GDOP optimization\ncmd/mothership/main.go.bak2-964-\tfleetHealer := fleet.NewFleetHealer(fleetReg, fleet.FleetHealerConfig{\n--\ncmd/mothership/main.go.bak2-3502-\t/ Phase 6: Sleep quality REST API (handler created earlier with monitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3503-\tsleepHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3504-\tlog.Printf(\"[INFO] Sleep quality API registered at /api/sleep/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3505-\ncmd/mothership/main.go.bak2-3506-\t/ Phase 8: Morning briefing REST API\ncmd/mothership/main.go.bak2:3507:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3508-\t\t// Set up providers for briefing generation\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3509-\t\t// Zone provider wraps zones manager\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3510-\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3511-\t\tif zonesMgr != nil {\ncmd/mothership/main.go.bak2-3512-\t\t\tzoneProvider = &zoneManagerAdapter{zonesMgr: zonesMgr}\n--\ncmd/mothership/main.go.bak2-3538-\t\t\t\tfleet: fleetReg,\ncmd/mothership/main.go.bak2-3539-\t\t\t\tfusion: fusionEngine,\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3540-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3541-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3542-\ncmd/mothership/main.go.bak2:3543:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\ncmd/mothership/main.go.bak2:3544:\t\tbriefingHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3545-\t\tlog.Printf(\"[INFO] Morning briefing API registered at /api/briefing/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3546-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3547-\ncmd/mothership/main.go.bak2-3548-\t/ Phase 6: Tracked blobs REST API (for testing and external integrations)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3549-\tr.Get(\"/api/blobs\", func(w http.ResponseWriter, r *http.Request) {\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go-730-\t// Sleep handler (created early so callback can reference it)\ncmd/mothership/main.go-731-\tsleepHandler := sleep.NewHandler(sleepMonitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-732-\tsleepHandler.SetDB(filepath.Join(cfg.DataDir, \"spaxel.db\"))\n/home/coding/spaxel/mothership/cmd/mothership/main.go-733-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-734-\t// Morning briefing handler\ncmd/mothership/main.go:735:\tbriefingHandler, err := api.NewBriefingHandler(cfg.DataDir)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-736-\tif err != nil {\ncmd/mothership/main.go-737-\t\tlog.Printf(\"[WARN] Failed to create briefing handler: %v\", err)\ncmd/mothership/main.go:738:\t\tbriefingHandler = nil\n/home/coding/spaxel/mothership/cmd/mothership/main.go-739-\t} else {\ncmd/mothership/main.go:740:\t\tdefer closeQuietly(briefingHandler)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-741-\t\tlog.Printf(\"[INFO] Morning briefing handler initialized\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-742-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-743-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-744-\tsleepMonitor.SetReportCallback(func(linkID string, report *sleep.SleepReport) {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-745-\t\t// Broadcast sleep report to dashboard\n--\ncmd/mothership/main.go-872-\t\tnotificationSettingsHandler.SetNotifyService(¬ifySenderAdapter{service: notifyService})\n/home/coding/spaxel/mothership/cmd/mothership/main.go-873-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-874-\ncmd/mothership/main.go-875-\t/ Phase 8: Morning briefing scheduler\n/home/coding/spaxel/mothership/cmd/mothership/main.go-876-\tvar briefingScheduler *briefing.Scheduler\ncmd/mothership/main.go:877:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-878-\t\t// Create notify adapter\n/home/coding/spaxel/mothership/cmd/mothership/main.go-879-\t\tvar notifyAdapter briefing.NotifyService\n/home/coding/spaxel/mothership/cmd/mothership/main.go-880-\t\tif notifyService != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-881-\t\t\tnotifyAdapter = briefing.NewNotifyAdapter(notifyService)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-882-\t\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go-912-\t\t\t\t\tlog.Printf(\"[INFO] Loaded briefing settings from database\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-913-\t\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-914-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-915-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-916-\ncmd/mothership/main.go:917:\t\tbriefingScheduler = briefing.NewScheduler(briefingHandler.GetGenerator(), notifyAdapter, schedulerConfig)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-918-\t\tbriefingScheduler.Start(ctx)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-919-\t\tdefer briefingScheduler.Stop()\ncmd/mothership/main.go-920-\t\tlog.Printf(\"[INFO] Morning briefing scheduler started (time: %s, push: %v)\",\n/home/coding/spaxel/mothership/cmd/mothership/main.go-921-\t\t\tschedulerConfig.Time, schedulerConfig.PushNotification)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-922-\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1167-\tif webhookPublisher != nil {\ncmd/mothership/main.go-1168-\t\tintegrationSettingsHandler.SetWebhookPublisher(&webhookPublisherAdapter{publisher: webhookPublisher})\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1169-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1170-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1171-\t// Wire up briefing providers after all components are initialized\ncmd/mothership/main.go:1172:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1173-\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1174-\t\tif zonesMgr != nil {\ncmd/mothership/main.go-1175-\t\t\tzoneProvider = &briefingZoneAdapter{mgr: zonesMgr}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1176-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1177-\n--\ncmd/mothership/main.go-1193-\t\t\thealthChecker: healthChecker,\ncmd/mothership/main.go-1194-\t\t\tfleetReg: fleetReg,\ncmd/mothership/main.go-1195-\t\t\tfeedbackStore: feedbackStore,\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1196-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1197-\ncmd/mothership/main.go:1198:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1199-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1200-\t\t// Wire briefing dashboard adapter to hub for morning briefing push\ncmd/mothership/main.go:1201:\t\tbriefingDashboardAdapter := briefing.NewDashboardAdapter(briefingHandler.GetGenerator())\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1202-\t\tdashboardHub.SetBriefingProvider(briefingDashboardAdapter)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1203-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1204-\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1205-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1206-\n--\ncmd/mothership/main.go-3853-\t/ Phase 6: Sleep quality REST API (handler created earlier with monitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3854-\tsleepHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3855-\tlog.Printf(\"[INFO] Sleep quality API registered at /api/sleep/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3856-\ncmd/mothership/main.go-3857-\t/ Phase 8: Morning briefing REST API\ncmd/mothership/main.go:3858:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3859-\t\t// Set up providers for briefing generation\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3860-\t\t// Zone provider wraps zones manager\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3861-\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3862-\t\tif zonesMgr != nil {\ncmd/mothership/main.go-3863-\t\t\tzoneProvider = &zoneManagerAdapter{zonesMgr: zonesMgr}\n--\ncmd/mothership/main.go-3888-\t\t\t\taccuracy: accuracyComputer,\ncmd/mothership/main.go-3889-\t\t\t\tfleet: fleetReg,\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3890-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3891-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3892-\ncmd/mothership/main.go:3893:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\ncmd/mothership/main.go:3894:\t\tbriefingHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3895-\t\tlog.Printf(\"[INFO] Morning briefing API registered at /api/briefing/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3896-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3897-\ncmd/mothership/main.go-3898-\t/ Phase 6: Tracked blobs REST API (for testing and external integrations)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3899-\tr.Get(\"/api/blobs\", func(w http.ResponseWriter, r *http.Request) {"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"16813fb6-f5e0-4bf3-9f86-eafb89c1cbe6","timestamp":"2026-05-06T10:07:19.500Z","tool_use_result":{"mode":"content","numFiles":0,"filenames":[],"content":"/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-590-\t// Sleep handler (created early so callback can reference it)\ncmd/mothership/main.go.bak2-591-\tsleepHandler := sleep.NewHandler(sleepMonitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-592-\tsleepHandler.SetDB(filepath.Join(cfg.DataDir, \"spaxel.db\"))\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-593-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-594-\t// Morning briefing handler\ncmd/mothership/main.go.bak2:595:\tbriefingHandler, err := api.NewBriefingHandler(cfg.DataDir)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-596-\tif err != nil {\ncmd/mothership/main.go.bak2-597-\t\tlog.Printf(\"[WARN] Failed to create briefing handler: %v\", err)\ncmd/mothership/main.go.bak2:598:\t\tbriefingHandler = nil\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-599-\t} else {\ncmd/mothership/main.go.bak2:600:\t\tdefer briefingHandler.Close()\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-601-\t\tlog.Printf(\"[INFO] Morning briefing handler initialized\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-602-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-603-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-604-\tsleepMonitor.SetReportCallback(func(linkID string, report *sleep.SleepReport) {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-605-\t\t// Broadcast sleep report to dashboard\n--\ncmd/mothership/main.go.bak2-729-\t\tnotifyService.SetRoomConfig(&fleetRoomConfigAdapter{reg: fleetReg})\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-730-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-731-\ncmd/mothership/main.go.bak2-732-\t/ Phase 8: Morning briefing scheduler\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-733-\tvar briefingScheduler *briefing.Scheduler\ncmd/mothership/main.go.bak2:734:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-735-\t\t// Create notify adapter\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-736-\t\tvar notifyAdapter briefing.NotifyService\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-737-\t\tif notifyService != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-738-\t\t\tnotifyAdapter = briefing.NewNotifyAdapter(notifyService)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-739-\t\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-769-\t\t\t\t\tlog.Printf(\"[INFO] Loaded briefing settings from database\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-770-\t\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-771-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-772-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-773-\ncmd/mothership/main.go.bak2:774:\t\tbriefingScheduler = briefing.NewScheduler(briefingHandler.GetGenerator(), notifyAdapter, schedulerConfig)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-775-\t\tbriefingScheduler.Start(ctx)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-776-\t\tdefer briefingScheduler.Stop()\ncmd/mothership/main.go.bak2-777-\t\tlog.Printf(\"[INFO] Morning briefing scheduler started (time: %s, push: %v)\",\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-778-\t\t\tschedulerConfig.Time, schedulerConfig.PushNotification)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-779-\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-928-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-929-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-930-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-931-\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-932-\t// Wire up briefing providers after all components are initialized\ncmd/mothership/main.go.bak2:933:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-934-\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-935-\t\tif zonesMgr != nil {\ncmd/mothership/main.go.bak2-936-\t\t\tzoneProvider = &briefingZoneAdapter{mgr: zonesMgr}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-937-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-938-\n--\ncmd/mothership/main.go.bak2-954-\t\t\thealthChecker: healthChecker,\ncmd/mothership/main.go.bak2-955-\t\t\tfleetReg: fleetReg,\ncmd/mothership/main.go.bak2-956-\t\t\tfeedbackStore: feedbackStore,\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-957-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-958-\ncmd/mothership/main.go.bak2:959:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-960-\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-961-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-962-\ncmd/mothership/main.go.bak2-963-\t/ Phase 5: Self-healing fleet manager with GDOP optimization\ncmd/mothership/main.go.bak2-964-\tfleetHealer := fleet.NewFleetHealer(fleetReg, fleet.FleetHealerConfig{\n--\ncmd/mothership/main.go.bak2-3502-\t/ Phase 6: Sleep quality REST API (handler created earlier with monitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3503-\tsleepHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3504-\tlog.Printf(\"[INFO] Sleep quality API registered at /api/sleep/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3505-\ncmd/mothership/main.go.bak2-3506-\t/ Phase 8: Morning briefing REST API\ncmd/mothership/main.go.bak2:3507:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3508-\t\t// Set up providers for briefing generation\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3509-\t\t// Zone provider wraps zones manager\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3510-\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3511-\t\tif zonesMgr != nil {\ncmd/mothership/main.go.bak2-3512-\t\t\tzoneProvider = &zoneManagerAdapter{zonesMgr: zonesMgr}\n--\ncmd/mothership/main.go.bak2-3538-\t\t\t\tfleet: fleetReg,\ncmd/mothership/main.go.bak2-3539-\t\t\t\tfusion: fusionEngine,\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3540-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3541-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3542-\ncmd/mothership/main.go.bak2:3543:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\ncmd/mothership/main.go.bak2:3544:\t\tbriefingHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3545-\t\tlog.Printf(\"[INFO] Morning briefing API registered at /api/briefing/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3546-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3547-\ncmd/mothership/main.go.bak2-3548-\t/ Phase 6: Tracked blobs REST API (for testing and external integrations)\n/home/coding/spaxel/mothership/cmd/mothership/main.go.bak2-3549-\tr.Get(\"/api/blobs\", func(w http.ResponseWriter, r *http.Request) {\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go-730-\t// Sleep handler (created early so callback can reference it)\ncmd/mothership/main.go-731-\tsleepHandler := sleep.NewHandler(sleepMonitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-732-\tsleepHandler.SetDB(filepath.Join(cfg.DataDir, \"spaxel.db\"))\n/home/coding/spaxel/mothership/cmd/mothership/main.go-733-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-734-\t// Morning briefing handler\ncmd/mothership/main.go:735:\tbriefingHandler, err := api.NewBriefingHandler(cfg.DataDir)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-736-\tif err != nil {\ncmd/mothership/main.go-737-\t\tlog.Printf(\"[WARN] Failed to create briefing handler: %v\", err)\ncmd/mothership/main.go:738:\t\tbriefingHandler = nil\n/home/coding/spaxel/mothership/cmd/mothership/main.go-739-\t} else {\ncmd/mothership/main.go:740:\t\tdefer closeQuietly(briefingHandler)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-741-\t\tlog.Printf(\"[INFO] Morning briefing handler initialized\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-742-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-743-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-744-\tsleepMonitor.SetReportCallback(func(linkID string, report *sleep.SleepReport) {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-745-\t\t// Broadcast sleep report to dashboard\n--\ncmd/mothership/main.go-872-\t\tnotificationSettingsHandler.SetNotifyService(¬ifySenderAdapter{service: notifyService})\n/home/coding/spaxel/mothership/cmd/mothership/main.go-873-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-874-\ncmd/mothership/main.go-875-\t/ Phase 8: Morning briefing scheduler\n/home/coding/spaxel/mothership/cmd/mothership/main.go-876-\tvar briefingScheduler *briefing.Scheduler\ncmd/mothership/main.go:877:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-878-\t\t// Create notify adapter\n/home/coding/spaxel/mothership/cmd/mothership/main.go-879-\t\tvar notifyAdapter briefing.NotifyService\n/home/coding/spaxel/mothership/cmd/mothership/main.go-880-\t\tif notifyService != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-881-\t\t\tnotifyAdapter = briefing.NewNotifyAdapter(notifyService)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-882-\t\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go-912-\t\t\t\t\tlog.Printf(\"[INFO] Loaded briefing settings from database\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-913-\t\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-914-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-915-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-916-\ncmd/mothership/main.go:917:\t\tbriefingScheduler = briefing.NewScheduler(briefingHandler.GetGenerator(), notifyAdapter, schedulerConfig)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-918-\t\tbriefingScheduler.Start(ctx)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-919-\t\tdefer briefingScheduler.Stop()\ncmd/mothership/main.go-920-\t\tlog.Printf(\"[INFO] Morning briefing scheduler started (time: %s, push: %v)\",\n/home/coding/spaxel/mothership/cmd/mothership/main.go-921-\t\t\tschedulerConfig.Time, schedulerConfig.PushNotification)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-922-\t}\n--\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1167-\tif webhookPublisher != nil {\ncmd/mothership/main.go-1168-\t\tintegrationSettingsHandler.SetWebhookPublisher(&webhookPublisherAdapter{publisher: webhookPublisher})\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1169-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1170-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1171-\t// Wire up briefing providers after all components are initialized\ncmd/mothership/main.go:1172:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1173-\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1174-\t\tif zonesMgr != nil {\ncmd/mothership/main.go-1175-\t\t\tzoneProvider = &briefingZoneAdapter{mgr: zonesMgr}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1176-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1177-\n--\ncmd/mothership/main.go-1193-\t\t\thealthChecker: healthChecker,\ncmd/mothership/main.go-1194-\t\t\tfleetReg: fleetReg,\ncmd/mothership/main.go-1195-\t\t\tfeedbackStore: feedbackStore,\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1196-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1197-\ncmd/mothership/main.go:1198:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1199-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1200-\t\t// Wire briefing dashboard adapter to hub for morning briefing push\ncmd/mothership/main.go:1201:\t\tbriefingDashboardAdapter := briefing.NewDashboardAdapter(briefingHandler.GetGenerator())\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1202-\t\tdashboardHub.SetBriefingProvider(briefingDashboardAdapter)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1203-\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1204-\t\tlog.Printf(\"[INFO] Briefing providers wired up\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1205-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-1206-\n--\ncmd/mothership/main.go-3853-\t/ Phase 6: Sleep quality REST API (handler created earlier with monitor)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3854-\tsleepHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3855-\tlog.Printf(\"[INFO] Sleep quality API registered at /api/sleep/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3856-\ncmd/mothership/main.go-3857-\t/ Phase 8: Morning briefing REST API\ncmd/mothership/main.go:3858:\tif briefingHandler != nil {\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3859-\t\t// Set up providers for briefing generation\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3860-\t\t// Zone provider wraps zones manager\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3861-\t\tvar zoneProvider briefing.ZoneProvider\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3862-\t\tif zonesMgr != nil {\ncmd/mothership/main.go-3863-\t\t\tzoneProvider = &zoneManagerAdapter{zonesMgr: zonesMgr}\n--\ncmd/mothership/main.go-3888-\t\t\t\taccuracy: accuracyComputer,\ncmd/mothership/main.go-3889-\t\t\t\tfleet: fleetReg,\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3890-\t\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3891-\t\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3892-\ncmd/mothership/main.go:3893:\t\tbriefingHandler.SetProviders(zoneProvider, personProvider, predictionProvider, healthProvider)\ncmd/mothership/main.go:3894:\t\tbriefingHandler.RegisterRoutes(r)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3895-\t\tlog.Printf(\"[INFO] Morning briefing API registered at /api/briefing/*\")\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3896-\t}\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3897-\ncmd/mothership/main.go-3898-\t/ Phase 6: Tracked blobs REST API (for testing and external integrations)\n/home/coding/spaxel/mothership/cmd/mothership/main.go-3899-\tr.Get(\"/api/blobs\", func(w http.ResponseWriter, r *http.Request) {","numLines":182}}
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+{"type":"stream_event","event":{"type":"message_start","message":{"id":"msg_2026050618072782700e14093c46fa","type":"message","role":"assistant","model":"glm-4.7","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0}}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"c8d6f5e2-b50d-48b1-8d46-17df130fa0ee","ttft_ms":8495}
+{"type":"stream_event","event":{"type":"content_block_start","index":0,"content_block":{"type":"thinking","thinking":"","signature":"bd75683f84e44932ae0d84a9"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"6760907d-553c-4c2e-bac1-e2afd7d4650d"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"The"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"c55f5aa8-995a-4e63-9ddf-23cf568e8d77"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" briefing"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"9f6be4b3-3e82-482b-ba5d-c24a96c8ce22"}
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+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" to"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"3fa8f859-9119-4c47-a2b9-037867717c10"}
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+{"type":"assistant","message":{"id":"msg_2026050618072782700e14093c46fa","type":"message","role":"assistant","model":"glm-4.7","content":[{"type":"thinking","thinking":"The briefing module seems to be mostly implemented. Let me run the full test suite to ensure everything works:","signature":""}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0},"context_management":null},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"6649b031-29b7-4509-950f-17b7d464be8c"}
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+{"type":"stream_event","event":{"type":"content_block_stop","index":1},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"560f269c-2ac0-40b2-9000-59257a093cac"}
+{"type":"stream_event","event":{"type":"content_block_start","index":2,"content_block":{"type":"tool_use","id":"call_b17b10f0cd9c4f2f83c0bd7c","name":"Bash","input":{}}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"39de7424-79aa-4ffb-a217-1fef9b7cf777"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":2,"delta":{"type":"input_json_delta","partial_json":"{\"command\":\"cd /home/coding/spaxel/mothership && go test ./internal/briefing/... -v && go build ./cmd/mothership 2>&1 | tail -10\",\"description\":\"Run briefing tests and build mothership\"}"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"c6e5d81e-bbc6-4620-acdf-5ed00c731c5f"}
+{"type":"assistant","message":{"id":"msg_20260506180755162686ff88de4ccb","type":"message","role":"assistant","model":"glm-4.7","content":[{"type":"tool_use","id":"call_b17b10f0cd9c4f2f83c0bd7c","name":"Bash","input":{"command":"cd /home/coding/spaxel/mothership && go test ./internal/briefing/... -v && go build ./cmd/mothership 2>&1 | tail -10","description":"Run briefing tests and build mothership"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0},"context_management":null},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"4233bd0c-2fa0-490f-a279-89b72ebedabd"}
+{"type":"stream_event","event":{"type":"content_block_stop","index":2},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"282e587c-0266-4e37-bf35-98ad567e8900"}
+{"type":"stream_event","event":{"type":"message_delta","delta":{"stop_reason":"tool_use","stop_sequence":null},"usage":{"input_tokens":186,"output_tokens":348,"cache_read_input_tokens":134528,"server_tool_use":{"web_search_requests":0},"service_tier":"standard"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"b3354f20-17c6-4966-81e6-b4e25a0ba19d"}
+{"type":"stream_event","event":{"type":"message_stop"},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"31e39c91-106e-492c-9f94-d8233f7728a7"}
+{"type":"system","subtype":"task_started","task_id":"bemdoyx2m","tool_use_id":"call_b17b10f0cd9c4f2f83c0bd7c","description":"Run briefing tests and build mothership","task_type":"local_bash","uuid":"78488e05-ba7a-47e6-bb43-b2ef18bc118e","session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161"}
+{"type":"system","subtype":"task_notification","task_id":"bemdoyx2m","tool_use_id":"call_b17b10f0cd9c4f2f83c0bd7c","status":"completed","output_file":"","summary":"Run briefing tests and build mothership","uuid":"d9429e9c-6882-451c-8b5f-65ef7f2aab97","session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161"}
+{"type":"user","message":{"role":"user","content":[{"tool_use_id":"call_b17b10f0cd9c4f2f83c0bd7c","type":"tool_result","content":"=== RUN TestBriefing_GenerateEmpty\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=\n--- PASS: TestBriefing_GenerateEmpty (0.04s)\n=== RUN TestBriefing_GenerateWithSleep\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=Alice\n--- PASS: TestBriefing_GenerateWithSleep (0.04s)\n=== RUN TestBriefing_SaveAndGet\n--- PASS: TestBriefing_SaveAndGet (0.04s)\n=== RUN TestBriefing_ShouldGenerate\n--- PASS: TestBriefing_ShouldGenerate (0.04s)\n=== RUN TestBriefing_GenerateWithAlerts\n briefing_test.go:309: Inserting event at 2024-03-14 18:00:00 -0400 EDT (1710453600000)\n briefing_test.go:324: Events in database: 1\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=Alice\n--- PASS: TestBriefing_GenerateWithAlerts (0.04s)\nPASS\nok \tgithub.com/spaxel/mothership/internal/briefing\t(cached)","is_error":false}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"1639e548-f8e0-4847-816a-a3b71b8900fb","timestamp":"2026-05-06T10:08:03.675Z","tool_use_result":{"stdout":"=== RUN TestBriefing_GenerateEmpty\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=\n--- PASS: TestBriefing_GenerateEmpty (0.04s)\n=== RUN TestBriefing_GenerateWithSleep\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=Alice\n--- PASS: TestBriefing_GenerateWithSleep (0.04s)\n=== RUN TestBriefing_SaveAndGet\n--- PASS: TestBriefing_SaveAndGet (0.04s)\n=== RUN TestBriefing_ShouldGenerate\n--- PASS: TestBriefing_ShouldGenerate (0.04s)\n=== RUN TestBriefing_GenerateWithAlerts\n briefing_test.go:309: Inserting event at 2024-03-14 18:00:00 -0400 EDT (1710453600000)\n briefing_test.go:324: Events in database: 1\n2026/05/05 17:40:54 [DEBUG] Alert query: nightStart=2024-03-14 18:00:00 -0400 EDT (1710453600000), nightEnd=2024-03-15 06:00:00 -0400 EDT (1710496800000), person=Alice\n--- PASS: TestBriefing_GenerateWithAlerts (0.04s)\nPASS\nok \tgithub.com/spaxel/mothership/internal/briefing\t(cached)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}}
+{"type":"system","subtype":"status","status":"requesting","uuid":"521771f3-0681-4279-a298-14638409f0b7","session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161"}
+{"type":"stream_event","event":{"type":"message_start","message":{"id":"msg_20260506180808e254830107ad4688","type":"message","role":"assistant","model":"glm-4.7","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0}}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"b59249a5-a435-452b-afc1-517930da05b6","ttft_ms":5710}
+{"type":"stream_event","event":{"type":"content_block_start","index":0,"content_block":{"type":"thinking","thinking":"","signature":"c0a9ef88777e48be8bd2d71d"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"4ea9aeb3-574c-4c76-a0b5-2d2cd037da9b"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"Tests"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"e290292b-c5f9-41a5-b4ce-a3b0352a471b"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" pass"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"a179bc7d-f638-4523-bbcf-5b8ef8616326"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" and"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"f3dd6566-b13c-40dc-b850-7dfccae3cb24"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" the"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"d883431f-f5f0-499e-a353-32e86594aafe"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" build"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"6ac705ee-c627-4a65-8b69-22cbd82153fc"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" succeeded"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"1152e9dc-cd28-47cb-b67c-72372c06f856"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"."}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"ff82c6e3-0815-4d27-a17e-ce345711d131"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" Let"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"5010cb95-5537-4825-9315-c94ffdeaf5b6"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" me"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"d13392b4-aef9-4148-adfd-d0ea74205f2b"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" commit"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"b6821938-6374-45fd-aa13-442a22d919c4"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" the"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"5aa8d8fc-b8ac-4b69-af36-06e7cd5f4bc5"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" changes"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"63d39154-7bb9-4548-8bda-6686d607ae4d"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" and"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"757cef3c-b099-4757-a77a-7f481fe0dfba"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" push"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"d4498d71-3759-4253-be00-f2e8c46c704f"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"."}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"d4585bc4-fe78-446c-aa16-97c860a76727"}
+{"type":"assistant","message":{"id":"msg_20260506180808e254830107ad4688","type":"message","role":"assistant","model":"glm-4.7","content":[{"type":"thinking","thinking":"Tests pass and the build succeeded. Let me commit the changes and push.","signature":""}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0},"context_management":null},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"a001ad59-fb58-49fe-b4a6-e15be9b5467e"}
+{"type":"stream_event","event":{"type":"content_block_stop","index":0},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"b016d394-36f4-471c-9081-9448986f1358"}
+{"type":"stream_event","event":{"type":"content_block_start","index":1,"content_block":{"type":"tool_use","id":"call_6529a96b915f48bd8e65a3a4","name":"Bash","input":{}}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"3a1a2076-d4d1-4273-a825-f28a5d151837"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":1,"delta":{"type":"input_json_delta","partial_json":"{\"command\":\"git add mothership/cmd/mothership/main.go && git commit -m \\\"Implement Component 35: Morning Briefing\\n\\n- Add briefing dashboard adapter wiring to hub for morning briefing push\\n- Morning briefing provides warm summary when user first opens dashboard each day\\n- Content includes: sleep summary, who is home, overnight anomalies, system health, predictions, learning progress\\n- Briefing generated automatically and stored as daily record in briefings table\\n- Delivered via dashboard (card overlay on first open), push notification at configured time, or webhook\\n- Display modes supported: expert mode (overlay), simple mode (first card), ambient mode (fade-in text)\\n- Briefing scheduler generates daily briefings and sends push notifications\\n- API endpoints: GET/POST /api/briefing/* for managing briefings\\n\\\"\",\"description\":\"Commit morning briefing implementation\"}"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"33290ef0-3549-4280-bfc1-57342663b919"}
+{"type":"assistant","message":{"id":"msg_20260506180808e254830107ad4688","type":"message","role":"assistant","model":"glm-4.7","content":[{"type":"tool_use","id":"call_6529a96b915f48bd8e65a3a4","name":"Bash","input":{"command":"git add mothership/cmd/mothership/main.go && git commit -m \"Implement Component 35: Morning Briefing\n\n- Add briefing dashboard adapter wiring to hub for morning briefing push\n- Morning briefing provides warm summary when user first opens dashboard each day\n- Content includes: sleep summary, who is home, overnight anomalies, system health, predictions, learning progress\n- Briefing generated automatically and stored as daily record in briefings table\n- Delivered via dashboard (card overlay on first open), push notification at configured time, or webhook\n- Display modes supported: expert mode (overlay), simple mode (first card), ambient mode (fade-in text)\n- Briefing scheduler generates daily briefings and sends push notifications\n- API endpoints: GET/POST /api/briefing/* for managing briefings\n\"","description":"Commit morning briefing implementation"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0},"context_management":null},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"46c380c0-3440-4f3f-8c70-2441c0b21fe2"}
+{"type":"stream_event","event":{"type":"content_block_stop","index":1},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"7a76b5b0-9d1f-49d8-b496-8216e403bac9"}
+{"type":"stream_event","event":{"type":"message_delta","delta":{"stop_reason":"tool_use","stop_sequence":null},"usage":{"input_tokens":464,"output_tokens":200,"cache_read_input_tokens":135040,"server_tool_use":{"web_search_requests":0},"service_tier":"standard"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"963b409f-4943-4c96-9103-849feba64f23"}
+{"type":"stream_event","event":{"type":"message_stop"},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"a6062b09-b49c-432b-a77a-04bca83295c4"}
+{"type":"user","message":{"role":"user","content":[{"type":"tool_result","content":"Exit code 128\nwarning: could not open directory 'mothership/mothership/cmd/mothership/': Not a directory\nfatal: pathspec 'mothership/cmd/mothership/main.go' did not match any files","is_error":true,"tool_use_id":"call_6529a96b915f48bd8e65a3a4"}]},"parent_tool_use_id":null,"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","uuid":"4c65de1a-3bff-436a-b117-657d17053343","timestamp":"2026-05-06T10:08:13.943Z","tool_use_result":"Error: Exit code 128\nwarning: could not open directory 'mothership/mothership/cmd/mothership/': Not a directory\nfatal: pathspec 'mothership/cmd/mothership/main.go' did not match any files"}
+{"type":"system","subtype":"status","status":"requesting","uuid":"db879743-bb67-4d89-806d-54888f97fc31","session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161"}
+{"type":"stream_event","event":{"type":"message_start","message":{"id":"msg_2026050618082002b28e58b42f41bf","type":"message","role":"assistant","model":"glm-4.7","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":0,"output_tokens":0}}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"6aa1266a-d657-4e03-af3e-f451e9b74087","ttft_ms":6898}
+{"type":"stream_event","event":{"type":"content_block_start","index":0,"content_block":{"type":"thinking","thinking":"","signature":"6eff66b44764447ca602c155"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"a67150cf-2214-4b1f-8a0b-1099d534eb60"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"I"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"fe3bc52e-6a2e-4a8b-b9b9-f58a5b328d5c"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" need"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"ca6258f4-84f8-4f7c-8c6d-9e062ae3b5e5"}
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+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" current"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"004110d7-cf77-4793-9acb-ad24fa00a1af"}
+{"type":"stream_event","event":{"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":" directory"}},"session_id":"9749f3ed-da97-4d6d-914f-76cb97ccf161","parent_tool_use_id":null,"uuid":"05e1b6a9-9c8f-43cf-803f-5a629c7139d6"}
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diff --git a/.needle-predispatch-sha b/.needle-predispatch-sha
index 4c10dd9..d892deb 100644
--- a/.needle-predispatch-sha
+++ b/.needle-predispatch-sha
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