ai-for-research

One Forge, All Skills: A curated skill collection for academic writing and research. 点开即用，按需配置的一站式学术研究skills平台。

Dynamically constructs and adapts an LLM-generated taxonomy to a given corpus across multiple dimensions.

Idea-Catalyst is a metacognition-driven framework for helping humans and LLMs boost their creativity during the scientific brainstorming process.

A platform for Interactive AI-assisted Hypothesis Generation [ACL 2025]

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.

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EDAgent is a skill-based LLM agent designed to assist EDA research workflows, routing user requests to appropriate skills for code analysis, debugging, experiment setup, and research automation.

A retrieval-augmented generation-based framework for automatically constructing a hierarchy of aspects typically considered when addressing a nuanced claim and enriching them with corpus-specific perspectives.

A research AI workflow skill for architecture and planning paper writing.

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.

Gemini Gems for research

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.

我做了一个开源工具：Engineering Literature Library Audit。 很多文献综述的问题，不是理解或写作能力不够，而是写到后面才发现：文献库漏了一个方向、检索不可复现，或所谓“饱和”只是单一数据库造成的假象，浪费大量时间和资源 这个工具在动笔前检查：现有文献库和检索证据，是否足以支撑一篇工程综述；并给出覆盖、饱和度、主题平衡、时效性、可用性和下一步行动建议。 仓库里包含无需 API Key 的本地 Demo，欢迎试用、提 Issue；如果它对你的综述流程有帮助，也欢迎点一个 Star。

Ứng dụng AI trong nghiên cứu khoa học

验证边界 · Verification Frontier — 安全扩展科学 Agent 的验证边界 / Safely Engineering the Scientific Agents. GOAI 2026 AI for Research · Open Exploration. Bilingual 中文+EN, no-login demo, deterministic reproducible package.

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.

Curated Agent Skills for researchers, organized by research lifecycle — ideation, literature, study design, data, analysis, writing. Each entry verified against its exact repo path. Spans ML/CV, statistics, qualitative methods, and clinical study design.