ai4s-research/awesome-ai-for-science ? reverse-engineered prompt

Build me a polished GitHub repository for an awesome list called “Awesome AI for Science” that helps researchers find the best AI tools, papers, datasets, and frameworks for scientific discovery.

I want the README to feel clean, friendly, and easy to scan, with a banner image, badges, a short intro, and a table of contents that jumps to all the main sections. Organize the content into clear categories like research tools, paper to poster and slide helpers, chart understanding, paper to code, scientific document parsing, research agents, knowledge extraction, datasets and benchmarks, computing frameworks, and domain specific areas like biology, chemistry, physics, climate, agriculture, and engineering.

Make it look like a proper “awesome list” and keep the links and formatting tidy so it’s easy to maintain and expand later. If anything needs current info or better examples, look it up online and use up to date resources. Also make sure the README is readable for both scientists and non technical users who just want to discover useful AI tools fast.