# Mobile Workstream — Remaining Items > Last updated: 2026-02-15 > Sources: > > - `learning_voice_ai_agent/mobile_app/common/docs/MOBILE_APP_PLAN.md` > - `learning_multimodal_memory_agents/docs/IMPLEMENTATION_PLAN_v2.md` ## iOS Progress Log (This Machine) - 2026-02-15: MindLyst iOS voice capture (AVAudioEngine 16kHz mono) + live transcription wired into Capture screen. - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/3b9c44a - 2026-02-15: MindLyst iOS deep links + WidgetKit quick-capture widget source (requires adding Widget Extension target in Xcode). - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/e31f8f4 - 2026-02-15: MindLyst iOS Azure Speech SDK streaming STT scaffold (compile-safe placeholder; still needs SDK + wiring). - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/8834322 - 2026-02-15: MindLyst iOS Share Extension scaffold (URLs/text/images; needs Xcode Share Extension target + App Group follow-up). - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/298236c - 2026-02-15: MindLyst iOS now builds as a real Xcode project (XcodeGen), including Widget + Share Extension targets; iOS 16 compatibility fixes. - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/40af991 - 2026-02-15: LysnrAI iOS sound + haptic feedback for record start/stop (uses existing Settings toggle `sound_effects`). - https://github.com/saravanakumardb1/learning_voice_ai_agent/commit/2e79ed1 - 2026-02-15: MindLyst iOS MemoryStore + CaptureModeKind now power the Home feed, Capture screen, and triage confirmation flow with persistent data. - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/84f72d0 - 2026-02-15: LysnrAI iOS TestFlight Build 7 + Build 8 uploaded to App Store Connect (entitlements workaround for provisioning profile). - https://github.com/saravanakumardb1/learning_voice_ai_agent/commit/8f852f3 - 2026-02-15: LysnrAI iOS + backend + web: delete individual entries and clear-all history support. - https://github.com/saravanakumardb1/learning_voice_ai_agent/commit/bdb9f3f - 2026-02-15: LysnrAI: dictation sessions design doc — push-to-talk, dual-prompt (transcription hint + composition prompt), multi-format export (PDF/Markdown/text). - https://github.com/saravanakumardb1/learning_voice_ai_agent/commit/5ac6adf - 2026-02-15: Production readiness checks passed: 568 desktop + 92 backend tests, all 3 dashboards typecheck clean. ## Home Laptop Priority (No Proxy Issues) - [ ] LysnrAI: smoke-test the audio PoC on at least 1 real iPhone + 1 real Android device - [x] MindLyst: verify KMP build (iOS simulator): `cd learning_multimodal_memory_agents/mindlyst-native && GRADLE_USER_HOME=/tmp/gradle ./gradlew :shared:compileKotlinIosSimulatorArm64` (verified 2026-02-15) - [ ] Visual consistency spot-check: design tokens across MindLyst iOS/Android/web previews ## LysnrAI Mobile (iOS + Android) ### Phase 1 — MVP (Finish Week 4-5) - [ ] Text cleanup client (Android + iOS) - [ ] License activation flow (auth/licensing) - [ ] Cloud sync (settings + history) - [ ] Settings persistence (local + synced) - [x] Copy/share output — swipe-to-share in HistoryView + delete individual/all history - [x] Sound feedback (iOS done) — https://github.com/saravanakumardb1/learning_voice_ai_agent/commit/2e79ed1 - [ ] Stats screen (wire UI to real data) - [ ] Polish + bug fixes - [ ] Device testing (Pixel 7/S24, Pixel 5, iPhone 15, iPhone 13) - [x] TestFlight build (internal) + metadata sanity — Build 7 + Build 8 uploaded (2026-02-15) - [ ] Play Store internal testing track build - [ ] Close "design mockups" item: create mocks or explicitly skip (screens already fleshed out) ### Phase 2 — Enhanced Input - [ ] iOS keyboard extension - [ ] Android input method - [ ] Home screen widgets (both platforms) - [ ] Android Quick Settings tile - [ ] Haptic feedback - [ ] Offline STT exploration ### Phase 3 — Advanced - [ ] Apple Watch / Wear OS companion - [ ] Siri Shortcuts / Google Assistant integration - [ ] Live transcription mode (continuous, no cleanup) - [ ] Multi-language switching - [ ] iPad-optimized layout ## MindLyst Native (KMP + iOS + Android) ### Phase 0 — Setup/Infra (carryovers) - [ ] **P1** — GitHub Actions: Android debug build on PR (blocked: no Android SDK in CI yet) - [ ] **P3** — Fastlane setup for iOS TestFlight + Android Play Store beta - [ ] **P1** — Set up Stripe account for MindLyst subscriptions (separate from LysnrAI Stripe) - [ ] Cosmos DB accessible with test read/write - [ ] CI runs on every PR ### Phase 1 — Capture + Triage Foundation (Week 1-2) Voice capture pipeline - [x] **P0** — Implement microphone recording on iOS (AVAudioEngine, 16kHz mono) — https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/3b9c44a - [x] **P0** — Implement microphone recording on Android (AudioRecord, 16kHz mono) - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/9b2c06e - [ ] **P0** — Integrate Azure Speech SDK for real-time STT on iOS (scaffolded) — https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/8834322 - [ ] **P0** — Integrate Azure Speech SDK for real-time STT on Android - [ ] **P1** — Upload raw audio to Azure Blob Storage after capture - [x] iOS: writes 16kHz mono WAV + uploads to `audio` via `POST /api/blob/sas` and attaches `media.audio` to `memory-items` - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/dc6abc5 - [x] Android: records WAV + uploads to `audio` via `POST /api/blob/sas` and attaches `media.audio` to `memory-items` - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/b78729e - [x] **P1** — Backend: user-scoped SAS URL generation for Blob uploads (`platform-service` `POST /api/blob/sas`) Text capture - [x] **P0** — Backend: persist raw text to `memory_items` Cosmos container (`platform-service` `POST /api/memory-items`) - [ ] **P0** — Mobile: call `platform-service` `POST /api/memory-items` during capture/triage flow - [x] iOS: MindLyst Capture confirm now POSTs `memory-items` (dev token in Settings) - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/3511124 - [x] Android: dev settings + Confirm now POSTs `memory-items` (mock triage cards) - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/d589294 Image/screenshot capture - [ ] **P0** — Camera capture button on iOS + Android - [ ] **P0** — Upload image to Blob Storage, store reference in `memory_items` Triage persistence - [x] **P0** — Backend: store structured `MemoryItem` in Cosmos DB with triage fields (`platform-service` `memory_items`) - [ ] **P0** — Mobile: wire triage confirmation to send `triageResult` + `brainIds` to backend (`POST /api/memory-items`) - [x] iOS: send `triageResult` on create - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/94b1a19 - [x] Android: send `triageResult` on create (mock flow) - https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/098e8c2 Blob persistence - [x] **P1** — Backend: accept blob media refs in `memory-items` create payload (audio/image) - https://github.com/saravanakumardb1/learning_ai_common_plat/commit/e64bba2 Widgets - [ ] **P0** — iOS WidgetKit: home screen widget with Voice/Text/Photo buttons (source scaffolded) — https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/e31f8f4 - [ ] **P0** — Android AppWidget: home screen widget with Voice/Text/Photo buttons - [ ] **P1** — Widget voice capture -> STT -> triage (without opening app) - [ ] **P1** — Haptic confirmation on successful capture - [ ] **P2** — Lock screen widget variant (iOS 16+ Live Activities) Phase 1 exit criteria - [ ] User can capture voice, text, image, and link on iOS + Android - [ ] Widget captures without opening app - [ ] All data persisted to Cosmos DB + Blob Storage ### Phase 2 — Brain Interaction + Daily Loop (Week 3-4) - [ ] **P0** — Voice input for brain questions (speech-to-text) - [ ] **P1** — Spoken response (TTS) for brain answers - [ ] **P0** — Store generated brief in `DailyBrief` Cosmos container (currently in-memory) - [ ] **P1** — Audio brief: 30-60 second spoken summary (TTS) - [ ] **P0** — iOS Share Extension: receive URLs, text, images from any app (scaffolded) — https://github.com/saravanakumardb1/learning_multimodal_memory_agents/commit/298236c - [ ] **P0** — Android Share target: receive intents for URLs, text, images - [ ] Share sheet captures content from any app (native only) ### Phase 3 — Weekly Reflection + Share (Week 5-6) - [ ] **P0** — Store in `ReflectionReport` Cosmos container (currently in-memory) - [ ] **P1** — Audio digest: 2-minute spoken reflection (TTS) - [ ] **P0** — Share via native share sheet (iOS/Android) ### Phase 4 — Insights (Week 7-8) - [ ] **P1** — Store insights in `BrainInsight` Cosmos container (currently in-memory) ### Phase 5 — Reliability / Performance / Privacy (Week 9-10) - [ ] **P1** — Widget works fully offline (queues for sync) - [ ] **P0** — Widget capture to haptic confirmation < 1s - [ ] **P1** — App cold start < 2s on modern devices - [ ] **P0** — Encryption in transit (HTTPS/TLS) and at rest (Cosmos + Blob) - [ ] **P1** — Crash reporting (Firebase Crashlytics or equivalent) ### Phase 6 — Beta / Store Submission (Week 11-12) - [ ] **P0** — App Store submission (TestFlight) with all metadata - [ ] **P0** — Google Play internal testing track - [ ] Beta build submitted to TestFlight + Play Store - [ ] **P0** — App Store review submission (allow 1 week for review) - [ ] **P1** — App Store screenshots: 5 screens per device size (iPhone, iPad, Android) ### Phase 8+ — Post-MVP Add-ons - [ ] **P1** — watchOS app: raise wrist -> speak -> capture - [ ] **P1** — Morning brief glance on watch face - [ ] **P1** — Haptic tap for forgotten item nudges - [ ] **P2** — Complication showing streak count - [ ] **P1** — Read-only calendar access (EventKit iOS, CalendarProvider Android) - [ ] **P1** — `capture@mindlyst.app` email address per user