仓库/Skill 库

支持自主实验、文献发现、循证科学写作与 AI 同行评审的 Agentic 研究流水线。An agentic research pipeline for autonomous experimentation, literature discovery, evidence-grounded scientific writing, and AI peer review.

支持 PRISMA、Kitchenham 指南等标准系统综述框架的循证综合方法Evidence synthesis that will support standard systematic review frameworks like PRISMA, Kitchenham guidelines, etc.

系统文献综述的混合半自动筛选流水线（确定性过滤 + LLM 裁决）Hybrid semi-automated screening pipeline for systematic literature reviews (deterministic filters + LLM adjudication)

面向 AI Agent 集体行为可复现研究的开放实验平台An open experimental laboratory for reproducible research on collective AI-agent behavior

CUMCM 数学建模 AI skill 包：选题、模型选择、论文写作、陷阱清单。3 年竞赛经验CUMCM math modeling AI skill pack: problem selection, model choice, paper writing, trap list. 3 years of contest experience

面向研究 Agent 的结构感知科学英语写作 Skill（POLISH/REWRITE/GENERATE）。MIT，欢迎贡献。Structure-aware scientific English writing skill for research agents (POLISH/REWRITE/GENERATE). MIT, contributions welcome.

AI 研究助手：覆盖从研究问题到文献综合、研究空白识别、假设生成与实验设计。AI research assistant: research question to literature synthesis, gap detection, hypothesis generation, and experiment design.

用于自动化论文分析与文献综述的 Agentic AIAgentic AI for Automated Research Paper Analysis and Literature Review

最小化、可恢复的自主研究工厂，覆盖数学、材料科学、AI/ML 与科学写作领域。Minimal recoverable autonomous research factory for mathematics, materials science, AI/ML, and scientific writing

Systematic Review Manager。Systematic Review Manager

Systematic Review Mobile。Systematic Review Mobile

多源科学与文献及数据集搜索引擎，作为 MCP server 为 AI Agent 提供服务。Multi-source scientific literature and dataset search engine, built as an MCP server for AI agents.

Claude Code 插件：面向 2026 年学术写作工作流的 42 个 Scholar AI 命令Claude Code Plugin: 42 Scholar AI Commands for 2026 Academic Writing Workflows

面向护理和生物医学研究的 Claude Skills——APA-7 审核、PRISMA-2020 系统综述、混合方法设计、稿件同行评审、执照考试推理，以及无标记动作捕捉人体工学。Claude Skills for nursing and biomedical research — APA-7 auditing, PRISMA-2020 systematic reviews, mixed-methods design, manuscript peer review, licensing-exam reasoning, and markerless motion-capture ergonomics.

从研究问题到论文——全自动化。基于多框架的机器学习研究流水线（CrewAI · AutoGen · LangGraph），支持流式 UI 与人在环控制。From a research question to a paper — automatically. Multi-framework ML research pipeline (CrewAI · AutoGen · LangGraph) with streaming UI and human-in-the-loop control.

一个学科无关的 Agent Skills 套件，用于文献综述、研究设计、数据分析、论文撰写、期刊投稿和研究诚信审计。A discipline-agnostic Agent Skills suite for literature review, research design, data analysis, thesis writing, journal submission, and research-integrity auditing.

面向生物医学系统综述的 Claude Code skills 协议：MCP 锚定引用、实证完整性、PRISMA/PROSPERO 系统综述、新颖性核查、Zotero 操作、并行审稿手稿修订，并提供面向健康科学研究策划的生信、临床与科学传播 skill 集合。Claude Code skills protocol for biomedical systematic review: MCP-grounded citations, empirical integrity, PRISMA/PROSPERO systematic reviews, novelty checks, Zotero operations, and parallel-critic manuscript revision — plus a curated set of bioinformatics, clinical, and scientific-communication skills for health-science research.

采用可复现研究方法，开发面向西部地震区的 AI 辅助地震预警系统。Develop AI-assisted earthquake early warning systems for Western seismic regions using reproducible research methods.

Research Paper Ranking Agent——用户向 Agent 提出研究问题，Agent 从 arXiv 检索学术论文，按相关性排序，并解释每篇论文排名的原因Research Paper Ranking Agent - a user gives the agent a research question, the agent retrieves academic papers from arXiv, ranks them according to relevance, and explains why each paper received its position.

多 Agent 研究编排框架，覆盖文献检索、论文分析、证据抽取、跨论文对比、知识综合与经过验证的研究空白发现。A multi-agent research orchestration framework for literature retrieval, paper analysis, evidence extraction, cross-paper comparison, knowledge synthesis, and validated research gap discovery.

基于 n8n 构建的多 Agent AI 研究助手——输入主题后自动规划研究问题、检索网络并生成完整报告；由 Groq (Llama 3.3) + Tavily 驱动Multi-agent AI research assistant built with n8n — takes a topic, plans research questions, searches the web and generates a full report automatically. Powered by Groq (Llama 3.3) + Tavily.

分阶段的 AI 研究伙伴，辅助 UX 设计师从研究问题到独立可验证报告的完整流程。A staged AI research partner that takes a UX designer from research question to independently verified report.

PaperMind 是一个 AI 驱动的研究助手，可帮助用户撰写科研论文、开展文献综述、识别现有研究空白，运用多种机器学习模型与自然语言处理技术为用户提供洞察与建议The PaperMind project is an AI-powered research assistant that helps users in generating research papers, conducting literature reviews, and identifying gaps in existing research. It uses various machine learning models and natural language processing techniques to provide insights and suggestions to the users.

Narix Academy 的学术写作服务平台。Narix Academy's academic writing service platform

面向 AI 编程助手的 Agent skills —— 文档解析、PDF 工程、系统综述研究、闪卡与 WhatsApp 自动化。兼容 Claude Code、Cursor、Codex、ZCode。Agent skills for AI coding assistants — document parsing, PDF engineering, systematic-review research, flashcards, and WhatsApp automation. Works with Claude Code, Cursor, Codex, ZCode.

关于基于 AI Agent 的可靠企业数据智能（EDI）的研究笔记、研究日志、文献综述与 PoC 实验Study totes, research log, literature review, and PoC experiments on Reliable Enterprise Data Intelligence (EDI) with AI Agents.

将任意代码库转化为学术论文（Typst、LaTeX、PDF 与 WebPaper HTML）。提供标准库 Python CLI + Claude Agent Skill。Turn any codebase into an academic paper (Typst, LaTeX, PDF & WebPaper HTML). Stdlib Python CLI + Claude Agent Skill.

一个 agentic、循证的研究系统：通过工具调用、RAG 与显式的论据—来源核验从研究问题生成结构化、带引用的报告，避免盲目的 LLM 摘要；能识别来源冲突并如实报告不确定性An agentic, evidence-grounded research system that generates a structured, citation-backed report from a research question — using tool-calling, RAG, and explicit claim-to-source verification instead of blind LLM summarization. Detects conflicting sources and reports uncertainty rather than hiding it.

系统综述与验证的质量模板——扩展 Consultant 角色原型。Quality template for systematic review and validation - Extends Consultant archetype

用于研究问题诊断和工作流支持的 Agentic 科学推理系统。Agentic scientific reasoning system for research-question diagnosis and workflow support.

多工具编排 Agent，可针对复合型金融研究问题自动决策调用哪个金融数据 API，每项论断均附引用来源；包含配套的 Go 数据接入服务A multi-tool orchestration agent that answers compound financial research questions by deciding which of several financial-data APIs to call, grounding every claim in a cited source. Includes a companion Go ingestion service.

AI 工程作品集，聚焦可控 Agent、可复现研究与本地生成式 AI 基础设施AI engineering portfolio focused on controllable agents, reproducible research, and local generative AI infrastructure.