仓库/Skill 库

基于 Neo4j 知识图谱回答生物医学研究问题的多 Agent 系统——采用 LangGraph 编排、图+向量混合 RAG、只读 Cypher 护栏、Docker 隔离的代码执行与人在环上审核。Multi-agent system answering biomedical research questions over a Neo4j knowledge graph — LangGraph orchestration, hybrid graph+vector RAG, read-only Cypher guardrails, Docker-isolated code execution and human-in-the-loop review

系统综述与 Meta 分析的检索、提取与分析代码，主题为基于可穿戴设备生命体征的被动认证。Retrieval, Extraction and Analysis Code for a Systematic Review and Meta-Analysis on Passive Authentication using Vital Signs Collected Via Wearable Devices

John Harper 的学术写作。Academic Writing of John Harper

可移植的学术写作技能与跨 Agent 工作流系统。可见性：私有Portable academic writing skills and cross-agent workflow system Visibility：Private

一个 multi-agent 流水线，将研究问题转换为可直接播放的播客——生成双主持人 MP3 以及 AI 生成的单集封面图 🎙️A multi-agent pipeline that turns a research question into a ready-to-play podcast — a two-host MP3 plus AI-generated episode cover art 🎙️

可审计的 Codex skill 与 Python 项目包，用于证据可追溯的研究、系统综述、投稿与修订。Auditable Codex skill and Python project pack for evidence-traceable research, systematic reviews, submission, and revision.

基于本地 RAG 的 AI 研究助手，用于分析学术论文、总结研究发现、对比研究，并以页级引用回答研究问题。构建于 Python、Streamlit、Chroma、Sentence Transformers、Ollama 和 Llama 3。An AI research assistant using local RAG to analyze academic papers, summarize research findings, compare studies, and answer research questions with page-level citations. Built with Python, Streamlit, Chroma, Sentence Transformers, Ollama, and Llama 3.

Jadon Writes 提供的专业学术写作与研究支持服务Professional academic writing and research support services by Jadon Writes.

一款本地化、隐私优先的 LLM 助手，提供学术写作辅助、音频转写、文档检索与数据分析。A local, privacy-first LLM assistant that performs academic writing assistance, audio transcription, document retrieval, and data analysis.

SAM 的纯文档概述。SAM 是一个由 9 个 agent 组成的 LLM pipeline，用于自动化系统综述与 meta 分析。实现位于私有仓库。Documentation-only overview of SAM, a 9-agent LLM pipeline that automates systematic reviews and meta-analyses. Implementation lives in a private repository.

免费开源的学术写作完整性套件，AI Humanizer 与查重工具（100% 客户端 SPA，零后端）Free & Open-Source Academic Writing Integrity Suite, AI Humanizer & Plagiarism Checker (100% Client-Side SPA, Zero Backend)

面向科学与医学写作的人性化润色的阿英双语 skill，同时保持学术准确性。Bilingual Arabic-English skill for humanizing scientific and medical writing while preserving scholarly accuracy.

引文管理 SaaS：在 1000+ 目录中管理商家信息。Uberall 竞品。Citation Management SaaS: Manage business listings across 1000+ directories. Uberall competitor.

一个能回答我研究问题的 Dashboard。A Dashboard that answers my research questions

萨里大学 2026 年 9 月理学硕士论文《PRISM：Agentic AI 闭环科学写作》的日志、prompt 与支撑材料追踪。OpenAI PRISM 闭环工作流，加入对抗性红队/蓝队同行评审层，由非领域操作员应用于三个代谢组学数据集。Trace logs, prompts and supporting materials for the MSc dissertation "PRISM: Agentic AI Closed-Loop Scientific Writing", University of Surrey, September 2026. OpenAI PRISM closed-loop workflow with adversarial red team / blue team peer review layer, applied to three metabolomics datasets by a non-domain operator.

Research Loom 是 profile 驱动的 research harness，用于维持从研究问题与证据到发现、写作与发表的全链路可追溯性Research Loom is a profile-driven research harness for maintaining traceability from research questions and evidence through findings, writing, and publication.

Conversational academic writing Copilot: LangGraph ReAct agent with citation tracing, faithfulness reviewer, RAG & Reflexion LaTeX self-repair ｜ 对话式学术写作 Copilot：LangGraph ReAct 智能体，引用溯源 + 忠实度审校 + RAG 检索 + Reflexion 编译自修复，端到端产出真实 PDF

用于生物学研究问题的科学研究 Agent。Scientific Research Agent for biological research questions

基于 AI 的文献综述 agentAI-powered literature review agent

集成 RAG、知识图谱、语义搜索、论文推荐与本地 LLMs 的 AI 研究助手AI Research Assistant with RAG, knowledge graphs, semantic search, paper recommendations, and local LLMs.

Minh Phan 作品集：机器学习系统、计算机视觉、可复现研究与软件工程Minh Phan portfolio: ML systems, computer vision, reproducible research, and software engineering.

免费开源的零代码桌面应用，用于系统综述与 Meta 分析（PRISMA 2020）。Tauri + React + C# 引擎，支持 Windows、macOS、Linux。Free, open-source, no-code desktop app for Systematic Reviews & Meta-Analyses (PRISMA 2020). Tauri + React + C# engine — Windows, macOS, Linux.

Codex Skill：学术期刊 rebuttal 与修改工作流Codex skill for academic journal rebuttal and revision workflows.

对我的第一个 agentic 的测试Test of my first agentic

基于 LangGraph 的 AI Agent，分析上市公司季度财报，利用 SEC 文件与结构化财务数据，帮助用户回答限定范围内的投研问题。A LangGraph-based AI agent that analyzes public company quarterly earnings reports and helps users answer a limited set of investment-research questions using SEC filings and structured financial data.

隐私优先的本地 Web 研究 MCP server，集成 SearXNG、隔离 Tor 路径、证据抽取、排序与精确引用。Privacy-first local web research MCP server with SearXNG, isolated Tor paths, evidence extraction, ranking, and exact citations.

Great Assignment Help 提供的学术写作资源，涵盖作业规划、论文结构、研究技巧、引用指南与学习策略，旨在提升学术写作能力并提供实用学习支持。Academic Writing Resources by Great Assignment Help offers practical guidance for students, including assignment planning, essay structure, research tips, referencing help, and study strategies. It aims to improve academic writing skills and provide useful learning support resources.

一个真实场景下的多能力 AI Agent，可接收用户的研究问题，自主决策所需信息，调用工具/MCP，分析信息并产出结构化报告。A real world multi capability AI agent that can take a user's research question, decide what it needs, use tools/MCP, analyze information, and produce a structured report.

面向多源检索、证据抽取与带引用研究摘要的自主 AI 研究助手。Autonomous AI research assistant for multi-source retrieval, evidence extraction, and cited research summaries.

由 5 个 AI Agent 协同的 pipeline，自动回答研究问题。可类比为聘请 5 位专家：规划员、资料员、记录员、事实核查员与撰稿人。A pipeline of 5 AI agents that work together to answer a research question autonomously. Think of it like hiring 5 specialists: a planner, a librarian, a note-taker, a fact-checker, and a writer.

学术 PDF 阅读器：在浏览器中并排展示印刷版页面与重排阅读视图，由同一模型解析并联动。An academic PDF reader: the printed page and a reflowed reading view, side by side, linked by one model parsed in your browser.

RISE Collective 是一个学术、研究、创新与专业咨询平台，支持学生、研究人员、学者和职业发展者。服务包括研究 & 发表、咨询 & 职业、项目 & 创新、学术写作、图书出版、留学支持与知识产权服务。RISE Collective is an academic, research, innovation, and professional advisory platform supporting students, researchers, academics, and aspiring professionals. Services include research & publication, consulting & careers, projects & innovation, academic writing, book publishing, study abroad support, and intellectual property services.

面向本地学术文档研究：用户对多篇PDF/Markdown论文提问，Agent自主决定检索范围、读取文本/页面/图表证据、判断证据是否充分并生成带引用回答；过程实时可看、结果可离线评测。

桌面应用配以教程脚本，提供本地化、全程可追溯的 meta 分析与系统综述辅助工具。A desktop applicaiton with companion tutorial scripts that provide a local and fully tracked tool to help with Meta-Analysis and Systematic Reviews