HKUSTDial/Supervisor-Skills ? reverse-engineered prompt

Build me an open source project called Supervisor Skills that feels like an AI research co supervisor for graduate students and early researchers.

I want it to combine two things in one place. First, a readable handbook that teaches the research workflow in plain language, from judging paper quality, finding and improving ideas, writing papers and introductions, designing figures, and learning practical vibe research habits. Second, a set of ready to use AI skills that someone can copy into tools like Claude, ChatGPT, or similar assistants to help with idea evaluation, intro drafting, technical paper planning, benchmark style paper planning, pre submission review, and figure design.

Please make it easy to browse and actually use, with a clear quick start, Chinese first content, an English README, and a clean docs experience. It should feel practical, like advice distilled from real top conference research experience, not generic study tips. If useful, include a few case study style examples. Look up current docs online if you need to.