趋势榜

在 NVIDIA OpenShell 中以托管推理更安全地运行 Hermes、LangChain Deep Agents 和 OpenClaw 等 AgentRun agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA OpenShell with managed inference

用于构建 agentic apps 的开源框架，支持 JavaScript、Go、Dart 与 Python，由 Google 在生产环境中构建并使用。Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google

一个持久化的开发工作空间，能够自我改进并延续于单个会话之外。A persistent workspace for development work that self-improves and continues beyond one session.

AI 工程面试速查表——问题与答案Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

超快速 serverless GPU 推理、沙箱和后台任务Ultrafast serverless GPU inference, sandboxes, and background jobs

一款惊艳的、本地化的通用 AI Agent，适用于 Android、iOS 和 Mac。| Aether 扶摇A stunning, localized, general-purpose AI Agent for Android, iOS & Mac. | Aether 扶摇

一款 MCP，让 AI 工具安全连接基础设施、编写 IaaS 代码、调试问题并在故障中提供协助，且不危及生产稳定性。专为安全团队审批而设计，为基础设施团队带来如魔法般的体验。An MCP that lets AI tools securely connect to your infrastructure, write IaaS code, debug issues, and assist during incidents - without risking production stability. Built for security teams to approve and infrastructure teams to experience like magic.

StarWhisper 天文 LLMs、StarWhisper Telescope、Virtual-GOTTA，以及面向 embodied observing workflow 的天文定制研究 skills。StarWhisper astronomy LLMs, StarWhisper Telescope, Virtual-GOTTA, and astronomy-adapted research skills for embodied observing workflows

AgenticX 是一个统一、生产就绪的多 Agent 平台——Python SDK + CLI (agx) + Studio server + Machi 桌面应用。具备 Meta-Agent 编排、15+ LLM provider、MCP Hub、分层记忆、头像与群聊、Skill 生态、安全沙箱和 IM 网关（飞书/微信）。AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).

一站式 DeepSeek Harness 上下文可视化插件，Context 面板与 Context 命令，透视上下文组成、演进、压缩、剪枝等事件与动作。

便携式 Linux 二进制文件，一站式解决Portable Linux binaries, solved

Wanaku MCP RouterWanaku MCP Router

Wondershare Filmora 15.x 的便携式 Windows 伴侣工具——导出预设、项目辅助与免费工作流文档。Portable Windows companion for Wondershare Filmora 15.x — export presets, project helpers, and free workflow docs.

XCutors – 一套完整的 Windows 桌面工具集合，配合我们的通用加载器运行自定义 Roblox 脚本。XCutors – A complete Windows desktop collection for running custom Roblox scripts with our universal loader.

轻量级消息已读追踪服务，Python + C++ 双实现，支持 Termux / Linux / Docker 多环境部署。CI 自动构建：WeKit 微信增强模块 APK（已修复DEX缓存更新问题）+ Java 插件版已读服务器，Releases 页直接下载。

UQ Library 技术培训材料UQ Library technology training materials

SPY put-credit 验证与真金白银的 control plane，具备券商账本支持、确定性 risk gates、hybrid RAG、对账及每月 $1k 税后收益证据追踪。SPY put-credit validation and real-money control plane with broker-backed ledgers, deterministic risk gates, hybrid RAG, reconciliation, and $1k/mo after-tax evidence tracking.

fak — 面向 Claude Code、Codex、Cursor 和 MCP 的 Fused Agent Kernel：通过缓存稳定的模型流量、上下文压缩 + 崩溃恢复、本地重复服务、纳秒级工具策略以及本地 GGUF 推理，减少 token 消耗与重复工作。fak — the Fused Agent Kernel for Claude Code, Codex, Cursor, and MCP: use fewer tokens and do less repeated work with cache-stable model traffic, context compaction + crash resume, local repeat serving, nanosecond tool policy, and local GGUF inference.

一个以证据为引领的六语种 LLM 实战手册：包含可迁移的核心、Codex 旗舰路线，以及 ChatGPT、Claude Code、Gemini、DeepSeek 和 Grok 的适配器。An evidence-led, six-language LLM playbook: the transferable core, the Codex flagship track, and adapters for ChatGPT, Claude Code, Gemini, DeepSeek, and Grok.

rust-in-peace——面向 Rust 的 agentic 安全审查：自主发现/分类/修复 unsafe/FFI 内存缺陷、panic-DoS 与反序列化信任缺陷（Miri / sanitizer / panic / hang detectors）。rust-in-peace 是 anthropics/defending-code-reference-harness 的 Rust 安全分支。rust-in-peace — agentic security review for Rust: autonomous find/triage/patch for unsafe/FFI memory bugs, panic-DoS, and deserialization-trust flaws (Miri / sanitizer / panic / hang detectors). A Rust-security fork of anthropics/defending-code-reference-harness.

面向 Agent 时代的供应链攻击扫描器。使用 `npx patient-zero` 在 30 秒内完成 triage，在 postinstall 执行前拦截恶意安装，也可作为 GitHub Action 接入 CI。覆盖 npm + Python + MCP agent 配置。免费、MIT、无需注册、无遥测。Supply-chain attack scanner for the agent era. Triage in 30s with `npx patient-zero`, block malicious installs before postinstall runs, or drop into CI as a GitHub Action. Covers npm + Python + MCP agent configs. Free, MIT, no signup, no telemetry.

可审计的 MCP + 跨 Agent 框架，支持自主与人工引导的学术写作——从经验证的证据到已审校的 DOCX/PDF。Auditable MCP + cross-agent harness for autonomous and human-guided academic writing—from verified evidence to reviewed DOCX/PDF.

基于 Claude Code 的 AI 辅助学术写作框架，覆盖从课程论文到学位论文。KI-gestütztes Framework für wissenschaftliche Arbeiten mit Claude Code. Seminararbeiten bis Dissertationen.

面向 AI Agent 的 Markdown 优先的长期记忆基础设施。通过 MCP 在 markdown/代码文件上实现 BM25 + 语义混合检索。Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

运行 Ollama 本地 LLM 服务的 Docker 镜像。默认安全，所有 API 请求需 Bearer token（首次启动时自动生成）。OpenAI 兼容 API。支持首次启动模型预拉取、NVIDIA GPU (CUDA) 加速和持久化模型存储。多架构：amd64、arm64。Docker image to run an Ollama local LLM server. Secure by default, all API requests require a Bearer token (auto-generated on first start). OpenAI-compatible API. Supports first-start model pre-pull, NVIDIA GPU (CUDA) acceleration, and persistent model storage. Multi-arch: amd64, arm64.

AI Agent 的开源安全方案：macOS 与 Linux 上的内核强制出站控制、仅由运维持有的密钥、抗篡改审计。一条命令即可保护 Claude Code、Cursor 或任何 MCP harness。链路中无供应商介入Open-source security for AI agents: kernel-enforced egress control on macOS and Linux, keys only the operator holds, tamper-evident audit. One command protects Claude Code, Cursor, or any MCP harness. No vendor in the path.

Numbat Systematic Review ManagerNumbat Systematic Review Manager

工厂本体驱动的数据问答框架（开源，Apache-2.0）：把中小企业台账/MES/ERP 变成可自然语言问答的语义知识图谱。CSV进答案出，确定性规则引擎+本体GraphRAG+向量混合检索，本地化数据不出厂，换行业只换词典。

面向学术写作、自动化、专业工作流等的自定义 Skill 集合，并将持续扩展。A collection of custom skills for academic writing, automation, specialized workflows, and more to come.

自维护的 API 集成——监控代码所调用的第三方 API，在出现故障、漂移或浪费资金时自动提交经 CI 验证的 pull request。Self-maintaining API integrations — watches the third-party APIs your code calls and opens CI-verified pull requests when one breaks, drifts, or wastes money.

Local-first 学术 PDF 阅读器：离线 CPU LLM 翻译与注释、OCR、ECDICT 词典。Tauri + FastAPI。Local-first academic PDF reader: offline CPU LLM translation & glossing, OCR, ECDICT dictionary. Tauri + FastAPI.

证据优先的具身 AI 研究枢纽，覆盖 VLA、世界模型、多模态感知、文献综述、声明审计以及可复用的 Agent skillEvidence-first Embodied AI research hub for VLA, world models, multimodal sensing, literature reviews, claim audits, and reusable agent skills.

基于大语言模型的智能研发效能助手。深度解析需求文档，精准识别逻辑漏洞；多维度生成测试用例，提升用例设计效率；构建可复用的测试知识库，将个人经验转化为团队资产。赋能 QA ，实现质量保障智能化。

.faf 官方网站 — faf.one，基于 SvelteKit，push 即自动部署。Official website for .faf — faf.one. SvelteKit, auto-deploys on push

面向 AI 编码 Agent 的跨工具、跨机器共享记忆。本地优先 SQLite，可选 Zenoh + RocksDB mesh，原生支持 MCP。Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optional Zenoh+RocksDB mesh, MCP-native.

面向 AI-ready 仓库的决策驱动脚手架。将架构决策转化为 ADR 及其衍生的规则、指南和 runbook——以每种 AI agent 的原生格式输出。零依赖。Decision-driven scaffolding for AI-ready repos. Turn architecture decisions into ADRs plus the rules, guidelines and runbooks they imply — in every AI agent's native format. Zero dependencies.

为你的 AI 编程助手打造的持久记忆。它会记住你告诉它的内容，并在恰当时机把对应的笔记交还。本地机器全量运行。A memory for your AI coding assistant. It keeps what you tell it and hands the right note back at the moment it matters. Runs entirely on your own machine.

A field-adaptive academic writing Skill for Chinese and English research papers. | 面向中英文学术论文的领域自适应写作 Skill。

驱动 LLM agent 完成结构化学术文献综述的通用工具包。Topic-agnostic toolkit for driving an LLM agent through a structured academic literature review

本地 LaTeX 项目与 Overleaf 之间可靠的双向同步。Reliable bidirectional synchronization between local LaTeX projects and Overleaf

全栈博客平台 · Go 后端 + React 前端，内置 MCP server 供 AI agent 读写文章

面向 AI coding agents 的 local-first 分层记忆中枢——自动采集、LLM 整合、hybrid retrieval、实时 Neural Universe 监控、日常自审计。兼容 Claude Code / Codex / 任何 MCP 客户端。Local-first hierarchical memory brain for AI coding agents — auto-capture, LLM consolidation, hybrid retrieval, live Neural Universe monitor, daily self-audit. Claude Code / Codex / any MCP client.

Base MCP Server：AI Agent 加密货币空投 2026 🚀 | 免费 & 安全Base MCP Server: AI Agent Crypto Airdrops 2026 🚀 | Free & Secure

Run the native 284B-A13B DeepSeek-V4-Flash-0731 LLM locally on a single laptop CPU: pure C, 8 GB RAM minimum, no GPU, best TPOT 0.892 s/token. ｜ 在笔记本单颗 CPU 上本地运行原生 284B-A13B DeepSeek-V4-Flash-0731 大模型：纯 C，最低 8 GB 内存，无需 GPU，最优 TPOT 0.892 秒/token。

一条 RAG pipeline，从 Stack Overflow 抓取问答内容并转化为 RAG 格式，存储到 huggingface 数据集中。This is RAG pipeline that take question answer from Stack Overflow and convert it to rag and get stored in the dataset in huggingface

面向可复现研究代码、分析工作流、文档以及可发布实验室软件项目的模板仓库Template repository for reproducible research code, analysis workflows, documentation, and release-ready lab software projects.

Solana 上面向 AI Agent 的非托管 RWA + 收益服务。提供 10 个 MCP 工具——对比收益、报价/买卖代币化美股（Backed xStocks）以及 Ondo USDY 国债。签名由用户钱包自行完成。Non-custodial RWA + yield service for AI agents on Solana. 10 MCP tools — compare yields, quote/buy/sell tokenized US stocks (Backed xStocks) and Ondo USDY treasuries. User signs in their own wallet.

专注后端的 fullstack 与 applied AI 开发。基于 LLMs 与 agents 构建有趣的项目，执着于 clean architecture 与零缺陷代码的生产部署。Backend-focused fullstack & applied ai dev. Building cool stuff with LLMs & agents. Obsessed with clean architecture & shipping no-bug code to prod.

做一个合格的科研助手！

基于 RAG 的文档问答机器人，可对任意 PDF/文本文件提问。使用本地 embeddings + Groq API。学习要点：embeddings、向量搜索、分块、RAG 流水线。Document Q&A bot using RAG (Retrieval-Augmented Generation). Ask questions about any PDF/text file. Uses local embeddings + Groq API. Learns: embeddings, vector search, chunking, RAG pipeline.

一个可复用的 Codex Skill，用于证据对齐、AI 与人工审稿人就绪的学术写作。A reusable Codex skill for evidence-aligned, AI- and human-reviewer-ready academic writing.

面向产品和 AI Agent 的自托管时序记忆平台。Self-hosted temporal memory platform for products and AI agents.

Claude-Code-Skill-Set：从任意知识源生成可打印的学习卡片（A4，每页 8 张，支持双面打印）Claude-Code-Skill-Set: aus beliebigen Wissensquellen druckfertige Lernkarten (A4, 8 Karten/Seite, duplexfähig)

Model Context Protocol（MCP）的 Apache-2.0 安全扩展提案。包含对象级签名、新鲜度/重放保护、mTLS 传输、委托授权以及普通 MCP 服务器的 sidecar 保护。Rust workspace；安全审计发布于 docs/security/Apache-2.0 security extension proposal for the Model Context Protocol (MCP). Object-level signing, freshness/replay protection, mTLS transport, delegated authorization, sidecar protection of ordinary MCP servers. Rust workspace; published security audits under docs/security/.

面向本地优先应用与 AI Agent 的嵌入式双时态记忆引擎，采用混合检索——进程内运行，无需服务器。Embedded bitemporal memory engine with hybrid retrieval for local-first applications and AI agents — in-process, no server.

🛡️ Agent 原生的 AI 工具安全扫描器。扫描 MCP/Skill/GPT/Prompt 的安全风险。四维评分。认证徽章。Guardrail MCP 提供自动防护。🛡️ Agent-native AI tool security scanner. Scan MCP/Skill/GPT/Prompt for security risks. 4-dimensional scoring. Certified badges. Guardrail MCP for auto-protection.

系统综述的智能工具集。Clever tools for systematic reviews

用于 Zotero 文献综述自动化和双语可视化仪表盘的 Codex skillCodex skill for Zotero literature review automation and bilingual visual dashboards

给系统一个复杂的研究问题，它可自主搜索你的知识库和 Web，检索相关来源，分析与交叉验证证据，并生成结构化、带引用的研究报告。Give the system a complex research question, and it autonomously searches your knowledge base and the web, retrieves relevant sources, analyzes and cross-checks evidence, and produces a structured, citation-backed research report.

MBA 研究项目，使用 Excel、SPSS 和统计分析方法分析 Hindustan Aeronautics Limited (HAL) 的采购与信用条款。MBA Research Project analyzing procurement and credit terms in Hindustan Aeronautics Limited (HAL) using Excel, SPSS, and statistical analysis.

"社会崩溃"主题活体文献综述的永久存储仓库。Repository for permanent storage of a living literature review for societal collapse

🦀 高性能 Rust 多 Agent 编排框架，内置 MCP runtime，并提供统一的 OpenAI / Open Responses LLM 网关。🦀 High-performance Rust multi-agent orchestrator with MCP runtime and unified OpenAI / Open Responses LLM gateway.

The Systematic Review Forge：面向 Zotero 管理和严谨系统文献综述的高性能 CLI（Kitchenham/Wohlin）The Systematic Review Forge: A high-performance CLI for Zotero management and rigorous Systematic Literature Reviews (Kitchenham/Wohlin).

我的学位论文的 LaTeX 与 Gnuplot 源码LaTeX and Gnuplot sources of my dissertation

Aqua — 研究与学习助手。测验、知识捕获、文献综述。本地部署，隐私优先。Aqua — research & study assistant. Quizzes, knowledge capture, literature review. Locally hosted, privacy-first.

开源 DBMS 生态的 Reference Quotient 分析与可复现研究流水线。项目列表每月通过 https://github.com/birdflyi/od_label_issue_gen/tree/main/data/database_repo_label_dataframe 中的 csv 文件更新Reference Quotient analysis and reproducible research pipeline for the open-source DBMS ecosystem. The projects list are updated in the csv files in https://github.com/birdflyi/od_label_issue_gen/tree/main/data/database_repo_label_dataframe monthly.

为 Ramone 提供的容器化本地 RAG 服务，使用 atlas-corpus 检索、ChromaDB 会话记忆和 Ollama 生成。Containerised local RAG service for Ramone using atlas-corpus retrieval, ChromaDB session memory and Ollama generation.

解锁 1000+ 通用 Agentic AI Skills 2026 — Claude、Gemini、Cursor 脚本Unlock 1000+ Universal Agentic AI Skills 2026 - Claude, Gemini, Cursor Scripts

与你的 coding agent 语音对话，它会回复。为 Claude Code、Cursor 及任何 MCP 客户端提供 local-first 语音 I/O（MCP tools + Agent Skill）。🎙️ Talk to your coding agent. It talks back. Local-first voice I/O (MCP tools + Agent Skill) for Claude Code, Cursor and any MCP client.

本地化 MCP 数据平台。自然语言问题按规则分派到向量搜索、NL2SQL、知识图谱三条通道并行查询，通过 RRF 融合后由本地 LLM 基于证据作答。无需调用外部 API。온프렘 MCP 데이터 플랫폼. 자연어 질문을 벡터검색·NL2SQL·지식그래프 3레인으로 규칙 기반 분기해 병렬 조회하고 RRF로 융합, 로컬 LLM이 근거 기반으로 답한다. 외부 API 호출 없음.

遵循 PRISMA 指南的社会科学 Agentsocial science agent following PRISMA guidelines

免费、无需密钥的 Solana 网络报告。通过 Solana Pay 支付 0.25 SOL 至 4tdArRo4cvUQcTm88egZeWwY1HpJsZiCAKLzSnUSdVTA 即可获得托管快照。Free no-key Solana network report. Hosted snapshot: 0.25 SOL via Solana Pay to 4tdArRo4cvUQcTm88egZeWwY1HpJsZiCAKLzSnUSdVTA.

将 Claude-English 重写为通俗英语。基于开源模型的 MCP 服务器、REST API 和 Claude Code hookRewrites Claude-English into plain English. MCP server, REST API and Claude Code hook, on an open-source model.

Composio AI 产品运营案例研究：可复现的研究 Agent 与 100 个应用集成的就绪数据集。Composio AI Product Ops case study: reproducible research agent and 100-app integration readiness dataset.

通过隔离的 worktree、GitHub PR 交接和清单驱动的审计日志来规划、分发、评审与合并 AI 编码 Agent 的工作。Plan, dispatch, review, and merge AI coding-agent work with isolated worktrees, GitHub PR handoffs, and manifest-backed audit trails.

使用工具研究问题并生成答案的 AI AgentAn AI agent that uses tools to research questions and generate answers.

AI 诊断近视准确性的系统综述：完整数据、提取流程、代码与稿件。Systematic review of AI diagnostic accuracy for myopia detection: full data, extraction, code, and manuscript

用于相关研究项目的统计分析脚本。Statistical analysis scripts used in the associated research project

2026 年 8 大 AI 编码 Agent 防护面盘点 — Sigil Hook 与 Sandbox 评测8 Best AI Coding Agent Guard Surfaces 2026 – Sigil Hook & Sandbox Review

面向苏格拉底式导师的 Hermes 人设：研究问题开发、文献综合与项目脚手架。属于 Bronx Science 社会科学研究课程的一部分。Hermes profile for Socratic mentorship: research question development, literature synthesis, and project scaffolding. Part of the Bronx Science Social Science Research curriculum.

SURF2026 计算金融项目，研究感知自由边界的美式期权风险曲面，使用 CN/PSOR 基准、文献综述、实验报告以及 Codex 辅助的分步研究规划SURF2026 computational finance project on free-boundary-aware American option risk surfaces, using CN/PSOR benchmarks, literature review, experiment reports, and step-by-step Codex-assisted research planning.

一个窗口管理你拥有的每个编码 Agent。Claude Code、Codex、Gemini CLI、Qwen、Ollama 等各占独立终端面板。支持 Windows 和 macOS，免费，无需账号，无需服务器。One window for every coding agent you own. Claude Code, Codex, Gemini CLI, Qwen, Ollama and more, each in its own terminal pane. Windows and macOS, free, no accounts, no server.

AI Kubernetes 升级智能平台——通过确定性兼容性分析 + RAG-grounded LLM 规划，实现安全集群升级（EKS/GKE/AKS/OpenShift/kubeadm）。AI Kubernetes Upgrade Intelligence Platform — deterministic compatibility analysis + RAG-grounded LLM planning for safe cluster upgrades (EKS/GKE/AKS/OpenShift/kubeadm)

一款连接 AI 助手与 Sci-Hub 的 MCP 服务器，用于自动化学术研究。专为 RAG 设计，可绕过付费墙、处理验证码、通过 OCR 提取文本，并作为循证推理的主要数据获取器An MCP server that bridges AI assistants with Sci-Hub for automated academic research. Designed for Retrieval-Augmented Generation (RAG), it bypasses paywalls, handles captchas, extracts text via OCR, and serves as the primary data-fetcher for evidence-based reasoning.

涵盖项目开发、研究、公共卫生与政策领域的数据分析、统计分析与数据可视化项目精选集A collection of selected data analytics, statistical analysis, and data visualization projects developed across project development, research, public health, and policy.

基于 LangGraph、LangChain、Groq 和 Tavily 构建的多步骤研究 Agent。分解复杂的研究问题，执行迭代式网络研究，评估证据，并生成结构化的最终报告。Multi-Step Research Agent built with LangGraph, LangChain, Groq, and Tavily. Decomposes complex research questions, performs iterative web research, evaluates evidence, and generates a structured final report.

面向中英双语生物医学研究的术语循证、主张强度与科学写作审计 skill。Evidence-aligned terminology, claim-strength, and scientific-writing audit skill for Chinese and English biomedical research.

arXiv 每日摘要：面向研究者的 AI 驱动论文推荐arXiv daily digest: AI-powered paper recommendations for researchers

可复现的研究流水线：将基于 Agent 的模型产出转化为有证据支撑的 LLM 高管报告。A reproducible research pipeline for converting agent-based model artifacts into evidence-backed LLM executive reports.

硕士学位论文：面向医学系统综述的 AI 与 NLP 自动数据提取Master's Thesis: AI & NLP for Automatic Data Extraction in Medical Systematic Reviews

将 OpenCode 转变为可复现的研究工具Turn OpenCode into a reproducible research instrument.

培养有效查找、评估和使用信息的技能。本课程指导你制定研究问题、选择关键词、检索图书馆资源、评估来源、获取可信信息，以及负责任地使用和引用来源以完成学术研究。Build the skills to find, evaluate, and use information effectively. This course guides you through developing research questions, choosing keywords, searching library resources, evaluating sources, accessing credible information, and using and citing sources responsibly for academic research.

帮助你查找学术期刊的学术期刊查找工具ACADEMIC JOURNAL finder to help

快速查找可用于发表的学术期刊。To find academic journal quickly for publication.

CELLO protocol 的官方客户端——提供 MCP server 及面向 OpenClaw、NanoClaw、IronClaw、ZeroClaw 等 agent 变体的原生适配器。The official client for the CELLO protocol — MCP server and native adapters for OpenClaw, NanoClaw, IronClaw, ZeroClaw, and other agent variants

Portable Agent Plugins 1.0 skill，支持 STAR 简历撰写、指标推断、XeLaTeX/PDF 排版、视觉 QA 与面试准备。Portable Agent Plugins 1.0 skill for STAR resume writing, metric inference, XeLaTeX/PDF typesetting, visual QA, and interview preparation.

软件开发software development

面向 Claude 的专业写作工坊（Cowork 与 Claude Code）：26 种源文体，纯 Python 确定性护栏，严格内部风格规范，输出符合规范的 Word、PDF、HTML 与 LaTeX。支持法语。Atelier d'ecriture professionnel pour Claude (Cowork et Claude Code) : 26 genres sources, garde-fous deterministes en Python pur, style maison strict, sorties Word, PDF, HTML et LaTeX a la charte. En francais.

本仓库包含论文《Assessment of Retinal and Choroidal Vessel Density and Nerve Fiber Layer Thickness Changes after Surgery in Intraconal Tumors》中用于统计分析与图表生成的代码。This repository contains the codes that were used for the statistical analysis and figure generation in "Assessment of Retinal and Choroidal Vessel Density and Nerve Fiber Layer Thickness Changes after Surgery in Intraconal Tumors"

metaScreener——基于插件的桌面应用，用于 human-in-the-loop systematic literature screening。在顺序可审计的 pipeline 中结合确定性启发式过滤与 LLM 推理，通过 SHA-256 校验包实现完全可复现。MIT 协议。metaScreener — a plugin-based desktop application for human-in-the-loop systematic literature screening. Combines deterministic heuristic filters with LLM inference in a sequential, auditable pipeline. SHA-256 verified bundles for full reproducibility. MIT licensed.

多阶段气候声明检索与排序：BM25、稠密 ANN、融合、重排序与评估Multi-stage climate claim retrieval and ranking: BM25, dense ANN, fusion, reranking, and evaluation

用于文献与系统综述的 AI agent 流水线，对齐 PRISMA 2020、Cochrane 与 GRADE。默认无需密钥（OpenAlex/CrossRef + 标准库）；在 LLM 薄弱处设人工把关。An AI-agent pipeline for literature and systematic reviews, aligned with PRISMA 2020, Cochrane, and GRADE. Keyless by default (OpenAlex/CrossRef + stdlib); human-gated where LLMs are weak.

AI 产品运营的可复现研究流水线与案例研究，包含一个自动验证产品证据声明的 Agent。"A reproducible research pipeline and case study for AI Product Operations, featuring an automated agent that verifies product evidence claims."

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

AI 系统AI System

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

ResearchIQ Copilot 是一款 AI 驱动的学术研究助手，允许用户与研究论文对话、生成文献综述、识别研究空白、对比方法论、发现经核验的同行评审研究，并将研究成果导出为 PDF 报告ResearchIQ Copilot is an AI-powered academic research assistant that allows users to chat with research papers, generate literature reviews, identify research gaps, compare methodologies, discover verified peer-reviewed studies, and export research outputs as PDF reports.

开源数字全息显微镜（DHM）工作站：离轴全息重建、定量相位成像、自动对焦，以及基于经典 + CNN 混合管线的无参考相位检索。PySide6 GUI，可选 Apple Silicon MLX 加速，并提供面向 AI Agent 的 MCP server。Open-source digital holographic microscopy (DHM) workstation: off-axis hologram reconstruction, quantitative phase imaging, autofocus, and reference-free phase retrieval via a hybrid classical + CNN pipeline. PySide6 GUI, optional Apple Silicon MLX acceleration, and an MCP server for AI agents.

本仓库包含用于系统综述和 meta 分析的全部代码，数据来自用 IMU 数据构建 ML 模型预测帕金森症状的论文。This repository contains all the codes used to systematically review and meta-analyse the data reported in papers where ML models have been built to predict Parkinson's symptoms using IMU data.

GreenQuill - 学术写作与碳研究咨询。GreenQuill - Academic Writing & Carbon Research Consultancy

纯 Go 实现的分布式列式 SQL 分析引擎——对 S3 上 Parquet 进行向量化执行，无需 JVM、无需 CGo。以 Trino 级别的能力提供相当性能，却只需极小资源占用。原生支持 IPv4/CIDR/MAC 等网络类型，适用于遥测和安全场景。Distributed columnar SQL analytics engine in pure Go — vectorized execution over Parquet on S3, no JVM, no CGo. Trino-class performance on a fraction of the footprint. Network-native IPv4/CIDR/MAC types for telemetry and security workloads.

智能研究论文推荐系统，聚合 ArXiv 与 Semantic Scholar 内容，简化学术发现流程。An intelligent research paper recommender system aggregating content from ArXiv and Semantic Scholar to streamline academic discovery.

Namaste AI 🚀 由 Akshay Saini（NamasteDev 创始人）出品——笔记、经验与项目记录，探索 LLMs、RAG、AI agents、MCP 及 AI 驱动应用。#AI #LLM #RAG #MCPNamaste AI 🚀 by Akshay Saini (Founder of NamasteDev) — Notes, learnings, and projects — exploring LLMs, RAG, AI agents, MCP, and AI-powered applications. #AI #LLM #RAG #MCP

GitHub Page 演示：服务于 2026 年文献综述的 Miscanthus 产量地图。Demonstration of GitHub Page with Miscanthus Yield mapping for Literature Review 2026

以证据为先的系统综述与 meta 分析工具包，涵盖选题审计、方案规划与提取模板。Evidence-first toolkit for systematic-review and meta-analysis topic auditing, protocol planning, and extraction templates.

自包含的系统综述工作台——多库检索、双评审筛选、AI 辅助批判性评价（RoB 2、ROBINS-I、GRADE…）。单 HTML 文件，无后端，数据不离开浏览器。Self-contained systematic review workbench — multi-database search, dual-reviewer screening, AI-assisted critical appraisal (RoB 2, ROBINS-I, GRADE…). One HTML file, no backend, data never leaves your browser.

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.

Ultimate Rulesync AI Agent CLI Tool 2026 – Streamline Coding Workflows FastUltimate Rulesync AI Agent CLI Tool 2026 – Streamline Coding Workflows Fast

每次工具调用，皆可验证。——AI Agent 工具调用的验证哨兵。捕获伪造、追踪成本、证明实际发生的事件。Every tool call, proven. — Verification sentinel for AI agent tool usage. Catches fabrication, tracks costs, proves what actually happened.

面向 AI coding agents 的 token 预算 context pack，基于编译器解析的 Kotlin 结构（Analysis API/PSI）构建，并附带衡量其是否优于 chunk RAG 的 benchmark。Token-budgeted context packs for AI coding agents, built from compiler-resolved Kotlin structure (Analysis API/PSI) — with the benchmark that measures whether it beats chunk RAG