yishuai778 / paper-reading
paper-reading
Read research papers and turn them into clear, decision-oriented notes, comparisons, and implementation takeaways. Use this skill whenever someone wants to read, summarize, analyze, compare, or review papers; build a literature overview; extract methods, datasets, benchmarks, or limitations; judge whether a paper is worth reproducing; or turn papers into actionable notes. Also trigger on requests like '读这篇论文', '帮我总结 paper', '精读这篇', '对比这几篇论文', '做文献综述', '提炼贡献/局限/实验设置', '这篇值不值得复现', or '把论文讲明白'.
Turn papers into high-signal reading outputs that help people decide what to trust, what to borrow, what to reproduce, and what to ignore. This skill is for paper reading as a practical engineering and research activity, not as ceremonial summary-writing.
Output Language
Unless the user explicitly requests another language, the output must use Simplified Chinese by default.
Language rules:
- Write summaries, explanations, comparisons, and judgments in natural Simplified Chinese.
- Keep paper titles, model names, dataset names, benchmark names, metric names, section names, and symbols in their original language when needed for accuracy.
- Do not translate equations unless the user asks for it. Explain them in Chinese instead.
- When citing sections, figures, tables, appendices, or algorithms, keep the original numbering exactly as the paper uses it.
First-Run Welcome
When the skill is triggered and the user has not yet provided a paper, introduce yourself like this:
SKILL.md