1. Added UI-linked cards to the Agent conversation page. 2. Optimized several performance issues, including loading dynamic card images and reading/writing messages on the conversation page.

1. Upgraded the Memex Agent runtime for faster task execution and lower token usage. 2. Improved long-running tasks, retry recovery, and background processing reliability. 3. Enhanced image attachment handling and sub-agent collaboration for more accurate records, knowledge organization, and card updates. 4. Added download/share support for Knowledge Markdown files. 5. Polished the chat panel, activity indicators, and background notifications, with several experience fixes.

- Upgraded publishing to Super Agent chat. - Record thoughts, images, files, and context in one conversation. - Memex can organize chats into timelines, knowledge, and tasks. - Tasks keep processing after closing chat and can resume later. - Added support for 13 languages. - Improved sharing, file import, clipboard images, backup, AI settings, health data, timeline, and knowledge base stability.

- Redesigned the model configuration flow to make first-time setup clearer, with an updated list of recommended models. - Improved the Memex AI service connection and top-up instructions, with clearer pricing and usage estimates. - Fixed character avatar loading, caching, and refresh issues so updated avatars appear more promptly. - Improved character comment behavior. AI characters now decide more naturally when to respond, reducing forced or awkward comments. - Fixed schedule completion matching issues to improve event recognition and status update accuracy. - Enhanced iOS background task handling, making AI processing more stable after the app moves to the background. - Improved profile avatar refresh behavior, the experimental features entry point, and several UI details.

Bug fixes and performance improvements.

Added Memex Model Service (pay-as-you-go); custom models still supported Streamlined onboarding flow Improved schedule/task recognition, fewer duplicate reminders Failed cards can now be retried Action Center and AI chat (fullscreen) improvements Performance and stability fixes

Added Schedule tab and daily briefing. Added activity stats and streak insights. Added automatic backups and .memex restore. Added agent location context. Improved Android Early updates, Action Center and chat. Reduced heat and lag. Fixed sync, duplicate cards, voice input and schedule issues.

Bugfix

Companion system overhaul — independent agent, tag-based memory, dark immersive chat UI, SillyTavern card import Unified media management and shared avatar picker Action Center notifications for card updates Settings search Agent timezone-aware prompts, per-agent model config Model config: duplicate, set default Flattened input bar, animated processing indicator

Full-text search with Chinese segmentation Smarter cards — adaptive images, tappable links, rich AI text Ask Mode — AI asks clarifying questions for better results New Counselor companion, switchable from chat Auto-saved input drafts Re-analyze media with Vision model support Anthropic provider fixes; Android calendar support

• Quick Note shortcut now shows in English when your device language is English • Super Agent supports read-only mode • Fixed duplicate input sheet when using Quick Note shortcut • Fixed a page overflow issue

New Features - AI Companion System - Companion characters now have their own chat interface — tap the companion avatar on the timeline to start a 1-on-1 conversation with streaming responses and message history - Characters build relationship memory across conversations, remembering past interactions and emotional context - Smart character selection for card comments — characters are matched to content based on interest affinity instead of random assignment - Long-press the companion avatar to quickly switch between characters - DiceBear avatars for both user and companion characters Quick Note Shortcut - Long-press the app icon on iOS/Android to instantly open the input sheet — no need to navigate through the app - Quick action title now properly localized for English and Chinese Interactive Demo Tour - New guided onboarding experience replaces the old coach marks — walks new users through timeline, insights, input, and knowledge tabs step by step Bug Fixes - Fixed PKM directory nesting issue that could create nested PKM/PKM/ paths on retry - Fixed crash when file picker is cancelled - Fixed graceful handling when PKM subdirectories don't exist yet New Contributors @utopiafar — quick note shortcut feature & PKM directory fixes

- Added on-device speech recognition with offline support for multiple languages - New dynamic avatars replacing emoji avatars - Model list now shows recommended labels with smart sorting - UI refinements and design consistency improvements - Fixed step count collection crash on iOS

UI Redesign New brand logo and unified color system Redesigned bottom navigation bar Custom icons throughout the app Cleaner cards with refined typography All insight cards redesigned Improved card detail pages Fixes Cloud storage files now visible in Files app Fixed text overflow issues Friendlier onboarding flow