仓库/Skill 库

元宇宙信任模型 PRISMA 2020 系统综述的筛选记录（2002 年–2026 年 6 月）。包含 2026 年 7 月检索更新中识别的 496 条记录的逐条筛选决策、排除原因与主题标签。IEEE TPS 2026 双盲评审论文的补充材料。Screening record for a PRISMA 2020 systematic review of trust models for the Metaverse (2002–June 2026). Contains per-record screening decisions, exclusion reasons, and theme labels for 496 records identified in the July 2026 search update. Supplementary material for a paper under double-blind review at IEEE TPS 2026.

论文《Quantifying temporal changes in the monetary value of forest cultural ecosystem services globally: a meta-analysis (2026)》的复现材料。Replication materialss for: Quantifying temporal changes in the monetary value of forest cultural ecosystem services globally: a meta-analysis (2026)

生产级 multi-agent 系统：接收研究问题、制定调查方案、从实时网络和私有文档语料中收集证据、对自身发现进行批判与事实核查，最终输出完整引用的 Markdown 报告。A production-grade multi-agent system that accepts a research question, plans an investigation, gathers evidence from the live web and a private document corpus, critiques and fact-checks its own findings, and delivers a fully cited Markdown report.

FraudBench-Hybrid 是一个面向时序银行欺诈检测的可复现研究框架，仓库包含数据集配置、防数据泄露的 Heavy Hybrid 集成实现、实验评估、结果、可视化分析及未来研究扩展资料FraudBench-Hybrid is a reproducible research-based framework developed for temporal bank fraud detection. This repository will include dataset configuration, leakage-controlled Heavy Hybrid ensemble implementation, experimental evaluation, results, visual analysis, and material for future research extensions.

精选 LaTeX 实验报告，展示实验分析与科学写作。Selected LaTeX laboratory reports demonstrating experimental analysis and scientific writing

综述基于性状的方法以量化农业对土壤无脊椎动物影响的研究A systematic review of trait-based approaches to quantify agricultural impacts on soil invertebrates

探索由 19,846 篇量子计算论文组成的 AI 原生知识库，面向搜索、趋势分析与 LLM 友好的研究工作流Explore an AI-native knowledge base of 19,846 quantum computing papers, built for search, trend analysis, and LLM-ready research workflows

每日提示词，激发 nano banana 生成灵感。Daily prompts to inspire nano banana generation.

GeneTech 14 — 多领域实体集合（6700+ 实体，覆盖 14 个领域）GeneTech 14????? - ?????????? (6700+ entities, 14 domains)

两个用于短期预测研究的已处理风电数据集，包括来自中国新疆的基于 SCADA 的风电场数据集以及 DTU 的 SOLETE 风力机数据集；数据集以 CSV 格式提供，便于可复现研究。Two processed wind power datasets for short-term forecasting research, including a SCADA-based wind farm dataset from Xinjiang, China, and the SOLETE wind turbine dataset from DTU. The datasets are provided in CSV format to facilitate reproducible research.

面向农业机器人成像系统综述与 Meta 分析的数据与分析代码。Data and analysis code for a systematic review and meta-analysis of agricultural robotic imaging

农业机器人成像系统综述与 meta-analysis 的数据与分析代码。Data and analysis code for a systematic review and meta-analysis of agricultural robotic imaging

已取代并撤回——未经验证的效应量数据集，请勿使用或引用。已由 github.com/JK-Sah/carbonation-lca-review 替代，参见 CORRECTION.md。SUPERSEDED AND WITHDRAWN — unverified effect-size dataset; do not use or cite. Replaced by github.com/JK-Sah/carbonation-lca-review. See CORRECTION.md

gMG 免疫治疗试验中安慰剂组变化的系统综述与荟萃分析代码及数据Code and data for the systematic review and meta-analysis of placebo-arm changes in gMG immunotherapy trials

系统综述数据分析仓库：基于机器学习技术的自闭症谱系障碍儿童情绪识别Data analysis repository for systematic literature review on emotion recognition in childrens with Autism Spectrum Disorder using machine learning techniques

iNPH 诊疗路径中分母特异性转归的系统综述与 Meta 分析的数据、代码与审计追踪（PROSPERO CRD420261458736）Data, code, and audit trail for the systematic review and meta-analysis of denominator-specific transitions in the iNPH care pathway (PROSPERO CRD420261458736)

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.

一组科学与医学写作样例集合，包括通俗摘要、论文风格写作和临床摘要。A portfolio of scientific and medical writing samples, including lay summaries, manuscript-style writing, and clinical summaries.

MMLA 在发展中经济体与 LMIC 中的综合系统综述。A Comprehensive Systematic review of MMLA in developing economics and LMIC.

论文 "Composite endpoints sharing a name do not always share a definition — a registry-based audit of five systematic reviews, and why heterogeneity statistics do not detect the problem" 的配图与补充材料。Figures and supplementary materials accompanying the manuscript “Composite endpoints sharing a name do not always share a definition — a registry-based audit of five systematic reviews, and why heterogeneity statistics do not detect the problem.

一个累积式的金融、经济学与量化研究学术论文库A cumulative library of academic papers in finance, economics and quantitative research.

论文《Airflow Representation in Hygrothermal Modelling for Moisture Risk Assessment of Building Envelopes: A Critical Review of 45 years》（A. Sarkany 等）数据集。Dataset for "Airflow Representation in Hygrothermal Modelling for Moisture Risk Assessment of Building Envelopes: A Critical Review of 45 years" by A. Sarkany et. al.

一个基于 C# 与本地 LLM 的学术论文 RAG（Retrieval-Augmented Generation）系统。目标是摄入研究论文语料，构建可回答文献综述类问题（如"其他论文关于 X 发现了什么"）的系统，回答严格基于真实源材料。A RAG (Retrieval-Augmented Generation) system for academic papers using C# and a local LLM. The goal is to ingest a corpus of research papers and build a system that can answer literature review questions like "what have other papers found about X"; grounded in the actual source material.

本仓库收录了我关于超透镜（metalens）的研究日志与学习笔记，主要用作个人记录空间，用于整理讲义、代码与文献综述；任何对平面光学感兴趣的人也可使用。This repository contains my research logs and study notes on metalenses. It serves primarily as a personal bookkeeping space to document lecture notes, code, and literature reviews, though anyone interested in flat optics is welcome to use these resources.

232M token 的 LLM 训练语料库：140 个颠覆性编程范式（60 个基础 + 80 个神经科学启发）+ 10 个神经 AI 表格数据集。真实神经科学内容：STDP、预测编码、自由能、海马体、Hebb。包含 JSONL+JSON+CSV。142,800 条范式条目 + 100K 神经样本。232M-token LLM training corpus: 140 disruptive programming paradigms (60 foundational + 80 neuroscience-grounded) + 10 neuro AI tabular datasets. Real neuroscience: STDP, predictive coding, free energy, hippocampus, Hebb. JSONL+JSON+CSV. 142,800 paradigm entries + 100K neuro samples.

60 个神经科学启发的软件架构范式。真实研究（Hebb、Bi & Poo、Friston、Buzsaki、Moser、Hodgkin-Huxley）映射到软件模式。61,200 条 JSONL 条目，约 82M token。全英文。60 neuroscience-grounded paradigms for software architecture. Real research (Hebb, Bi & Poo, Friston, Buzsaki, Moser, Hodgkin-Huxley) mapped to software patterns. 61,200 JSONL entries, ~82M tokens. All in English.