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ai-for-research

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Tree-of-Debate converts scientific papers into LLM personas that debate their respective novelties. To emphasize structured, critical reasoning rather than focusing solely on outcomes, Tree-of-Debate dynamically constructs a debate tree, enabling fine-grained analysis of independent novelty arguments within scholarly articles.

  • Updated Jul 22, 2025
  • Python

用审稿人视角给学术论文做投稿前自检与模拟评分(九维 1–5),会议/期刊双尺度、中英双语,依据 Wiley 与剑桥官方审稿指南。A Claude Agent Skill that peer-reviews academic manuscripts — pre-submission self-check + simulated 1–5 scores across 9 dimensions, with separate conference/journal calibration. Grounded in Wiley & Cambridge guidelines.

  • Updated Jun 23, 2026

Reusable prompts for the research workflow: critical article analysis, adversarial self-review, refereeing, and publication strategy. Most of the content was elaborated from Scott Cunningham's Claude Code series and also The Hidden Curriculum course from Daniel Rees and Mark Anderson.

  • Updated Jul 13, 2026

Publication-quality empirical-finance textbook + lab manual + problem-set bank + capstones for an 8-week research camp for HS students, hosted by Prof. Lei Gao (GMU Costello), feeding the NextGen FinTech Scholars program. 40 notebooks, 34 data cards, 5 capstones, full instructor manual.

  • Updated Jun 14, 2026
  • Jupyter Notebook

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