ai-for-research 开源项目推荐（19 个）

HughYau /AcademicForge

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。

xiao24bei /xiaobei-skill

小北在读研开源 Codex Skills 合集：Image to VBA、Academic Paper to PPT 等 AI + 科研工作流。

pkargupta /idea_catalyst

Idea-Catalyst 是一个以元认知为驱动的框架，帮助人类和大型语言模型在科学头脑风暴过程中提升创造力。

pkargupta /taxoadapt

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

Anikethh /IRIS-Interactive-Research-Ideation-System

一个用于交互式人工智能辅助假设生成的平台 [ACL 2025]

xieyulai /steer

STEER — AI4R (AI for Research) experiment framework for auto-research and autonomous research. Connect existing research projects and let an agent edit code and train under governance: frozen task, scorer, and evidence.

pkargupta /tree-of-debate

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.

uzumstanley /Multi-Agent-AI-Researcher

Multi-Agent-AI-Researcher-Powered-by-DeepSeek-R1-main

Mr-Fang-VLSI /EDAgent

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.

pkargupta /claimspect

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.

Holly-05241126 /arch-research-ai-skill

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

rcgsheffield /gemini-gems

Gemini Gems for research

yiguoshutiaoxixi /ai-native-research-workflow

Evidence-aware workflows for long-horizon research with AI agents.

Carrot123343r3f /literature-library-eval-skill

该项目在 GitHub 上没有填写描述

Peternguyen91 /ung-dung-ai-trong-nghien-cuu-khoa-hoc

Ứng dụng AI trong nghiên cứu khoa học

Masood-Akram /Taguette-Review-Assistant

Compares Taguette coding with article evidence and independent AI-assisted coding to detect overlap, flag likely inconsistencies, and generate review-ready Excel outputs for qualitative research.

brunofreitas91 /Prompts-Analise-Academica

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.

tomyimkc /verification-frontier

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.

edwardlg /nextgen-empirical-finance-camp

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.