1. Improve user experience on the from referencing image flow. 2. Dark theme bug fixes.

Bug fixing on reference flow.

1.Reference image flow Basically scrapped the old one. Used to force-crop your image to a square and throw it on a 30x30 grid. Now there's a whole setup page — you adjust cell size with a slider, and the grid lines update live so you can see what you're getting. Single finger drags the grid around to align with your image, two fingers to zoom and pan. The part that took forever: making the grid alignment actually do something. The visual grid and the actual color sampling now use the same coordinates, so what you see in the preview is what you get in the editor. Auto-detection still works for existing bead patterns. Improved the algorithm too — it now samples 50 lines instead of 15 and does a fine-grained search around the initial estimate. Less drift on big patterns. Killed the old "Pixelate Existing Pattern" card that needed AI credits. The reference flow handles it now, no credits required. 2. Editor Painting was laggy on large canvases (~200 tiles). Moved the paint overlay to its own Skia Canvas so brush strokes don't trigger a full re-render. Also added Bresenham interpolation so fast strokes don't skip pixels. Added a manual crop tool. You enter crop mode, drag the box or its corner handles, hit the Crop button. It snaps to cell boundaries and supports undo. New "Match My Colors" button remaps every pixel to your owned color subset. There's also a "My Colors" button that opens the color management page directly from the editor. My Colors New screen in Settings. Select which bead colors you own (supports photo scanning — take a pic of your beads and it picks out the colors). Syncs to your account so it persists across devices. It's opt-in only. Your patterns always render with the full 291-color palette. When you want to remap, you hit the button in the toolbar. 3. Dark mode Added a theme toggle in Settings. Most screens support it. Still finding spots that need fixing but the main flows look right.

Improve the user experience of the from reference editor.

1. Improve the user experice on editing tool. 2. Improve the expot image quality

1. Add dynamic char jar on the profile page. 2. Improve the share image layout.

Improve the layout of the share card. Fix known issues.