- Fixed several known issues and improved system stability.

- Bug Fixes: Specifically addressed recently reported issues to enhance the overall user experience.
- Visual Optimization: Redesigned the date display in search results, making transaction times clear at a glance.

- Multi-dimensional Tags：Beyond fixed categories. Use # in notes to capture the true context of each bill.
- Tag Stats：More than recording. New tag-level summaries provide a clear financial overview of each scenario.
- Scene-based Charts：Discover patterns. Visualized distribution helps you master consumption focus at a glance.
- Tag Management：Merge & Sort support. Keeps system lightweight with long-term reference value.

- Multi-dimensional Tags：Beyond fixed categories. Use # in notes to capture the true context of each bill.
- Tag Stats：More than recording. New tag-level summaries provide a clear financial overview of each scenario.
- Scene-based Charts：Discover patterns. Visualized distribution helps you master consumption focus at a glance.
- Tag Management：Merge & Sort support. Keeps system lightweight with long-term reference value.

- Optimized budget exclusion mode: Disabled sub-budget amount adjustment and skipped redundant calculations to improve performance.
 - Home add button UI redesign: Adopted dynamic interactive design, supporting long-press quick recommendations and adaptive shape scaling.

- Fixed several known issues and improved system stability.

- Continuous optimization of UI interaction logic for a more refined visual experience.
- Targeted fixes for known details to further enhance system stability.

- New: Scenario-Aware Template Prediction. Sensing before touch, calculated on-device. Long press the "Add" button on the Home screen to instantly open a bookkeeping template that fits the moment.
 - Fix: Detail optimizations and stability improvements.

- Search Optimization: Support searching numbers as text for more flexible bill lookup.
- New Widget: Added a "Weekly Trends" home screen widget to quickly track your spending patterns.

- Fixed and improved several known issues

- Trend Prediction (Beta): Understand your potential spending and income trends for the remainder of the period, processed privately on your device based on your habits.
- Trend Charts: Enhanced visual clarity and smoother interactions for income and expense trend charts.

- Bug fixed

- Fixed and improved several known issues

- New Feature: The income and expense trend chart now supports displaying the comparison curve and average value of the previous period, along with a comparison to the previous period's data.
 - Optimization: Improved some localized translations.

- Fixed several known issues.
 - The statistical analysis on the account details page (asset trends, income and expenditure trends, account book analysis) now includes a base currency conversion function, with the account currency displayed by default.

- Updated technical framework to improve overall performance and stability
 - Fixed: Incomplete display of budget settings on some phones
 - Fixed: Budget lists could not be sorted
 - New: Custom setting of the default home page when opening the app

- Added quick switch button for ledger on wallet and statistics pages
 - Optimized budget tag color display, enhanced visual experience in dark mode
 - Fixed display issue of date picker in bill editor on some devices

- Budget Module: Optimized dark mode color scheme, improved visual contrast
- Progress Bar: Enhanced display and interaction of the linear progress bar

- Budget Management Upgrade: Homepage and detail page now display remaining budget days and daily available amount.
- Bill Editing Experience Optimization: Time selector supports instant modification, bottom safe area animation.

- Optimized purchase system for more stable and smooth purchase experience
- Upgraded application framework for better overall performance and stability

- Optimized input saving during budget editing: Ensures that the budget amounts you enter during editing are accurately recorded and saved, providing a smoother editing experience.
    - Ensures that you always see the correct budget amount for different periods or modes.
    - Fixed an issue with setting the end time for custom period budget types.

- Date picker layout improved: Left and right arrows are now closer to the text, making the overall design more compact and aesthetically pleasing
- Date picker font scaling: Font size automatically shrinks when space is insufficient, preventing content overflow
- Category selector initialization: Fixed the issue where the default selected item was not initialized correctly

- Fixed some bugs

This update brings improvements to the budget features:
- Budget period supports multipliers: You can now set a repeat period multiplier for budgets (e.g., every two weeks, every three months), fixing an issue with inaccurate monthly period multiplier calculations.
- Annual budget calculation method adjustment: All annually set budgets are now calculated and displayed according to the calendar year (January 1st - December 31st).
- Custom budget period update: When selecting a custom period, permanent budget is no longer supported, and a clear end date must be set. If not set, the user will be prompted.
- Detail optimization: Optimized the budget period date calculation logic, improving accuracy and stability.

Budget Feature Update

Budget System
- Supports budget management by category, account, and member.
- Automatically matches transactions based on set rules, monitoring budget usage in real time.
- Key budget items are visually highlighted.

Periods & Carry Over
- Added daily, weekly, and yearly budget periods, and supports monthly and custom periods.
- Allows setting the start and end dates for the budget.
- Budget carry-over function added (configurable).

Data Display
- Shows budget usage progress via progress bars.
- Optimized layout of the budget details page.
- Supports adding a budget widget to the home screen.

- **Bug Fixes:** Fixed several known issues.