Put the cover under the lamp. Each of the five things that made it work is a layer you can switch on: the words, the grid it sits on, the colours it uses, the subject, the light.
How to Build Your Own LLM. The big headline directly promises an actionable result; with the implied 'from scratch', it triggers the urge to save it with 'I can learn this too'.
Not from this platform
Posted by Codez@0xCodez on WeChat cover, 25 May 2026. Shown with credit and a link back.
Keep all five layers and swap what’s under them: your shop, your budget, your city. You get four covers and the post text.
Verbatim. Copy it, or let Queenie swap in your own details.
Based on the reference cover's composition, visual metaphor, and WeChat public-account thumbnail readability, generate a new horizontal WeChat public-account cover. Output size: 1456x582, ratio about 2.5:1; the core subject and necessary title info should also work within the safe square crop. WeChat article title: {fill in WeChat article title} Intro: {fill in intro} Original cover method: How to Build Your Own LLM from Scratch: The 5 Core Stages Behind GPT and Claude dual-skill style Create a horizontal WeChat public-account article cover, 2.35:1 aspect ratio, for an article titled "How to Build Your Own LLM from Scratch: The 5 Core Stages Behind GPT and Claude". Central concept: visualize abstract tool capabilities as interface windows, code snippets, node networks, control consoles, AI workflows, or a glowing system core. Style: preserve the reference cover's visual direction: light-background minimalist infographic/product slide. Use a palette inspired by #f7e8d3 (cream), #f8e9d4 (cream), #f8e8d2 (cream), #f6e8d4 (cream). Keep the image editorial, conceptual, and readable as a small WeChat thumbnail. Composition: lots of white space, suitable for a large title, a few icons, and a clear left-text/right-image or centered-title layout. Keep the main subject and any essential title text inside the safe square crop, while using the full wide frame for atmosphere, secondary symbols, or directional motion. Text strategy: use either no text or a very short headline fragment from the title. If text is used, make it large, clean, and integrated into the layout rather than pasted on top. Mood: match the article skill "How to Build Your Own LLM from Scratch: The 5 Core Stages Behind GPT an... dual-skill style" -- useful, sharp, high-signal, and slightly more memorable than a normal tutorial thumbnail. Avoid: photorealistic clutter unless the source cover is photo-led, fake logos, unreadable tiny text, generic gradient blobs, stock-office imagery, watermark-like marks, and literal screenshots unless the article is explicitly about software interfaces.
