📊 AI 與自動化研究 Digest

產生時間:2026-07-21 15:56 UTC+08:00 · 來源:GitHub API(已認證 gh cli)+ arXiv
50資料條數
39GitHub repos
10arXiv 論文
3主題分類

AI Agent / 自動化 · 24

earendil-works/pi

⭐ 74,073 TypeScript
AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

continuedev/continue

⭐ 34,996 TypeScript
open-source coding agent

iOfficeAI/AionUi

⭐ 30,557 TypeScript
Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!

esengine/DeepSeek-Reasonix

⭐ 27,449 Go
DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

Kilo-Org/kilocode

⭐ 26,423 TypeScript
Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.

mukul975/Anthropic-Cybersecurity-Skills

⭐ 26,237 Python
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io s

OthmanAdi/planning-with-files

⭐ 25,589 Python
Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that survive context loss and /clear, plus a deterministic completion

manaflow-ai/cmux

⭐ 24,877 Swift
Open source Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents. Built for multitasking, organization, and programmability.

n8n-io/n8n

⭐ 197,288 TypeScript
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

google-gemini/gemini-cli

⭐ 106,093 TypeScript
An open-source AI agent that brings the power of Gemini directly into your terminal.

punkpeye/awesome-mcp-servers

⭐ 91,017
A collection of MCP servers.

D4Vinci/Scrapling

⭐ 70,420 Python
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

ruvnet/ruflo

⭐ 65,359 TypeScript
🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learn

koala73/worldmonitor

⭐ 63,074 TypeScript
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

headroomlabs-ai/headroom

⭐ 60,816 Python
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP se

sansan0/TrendRadar

⭐ 60,733 Python
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析

browser-use/browser-use

⭐ 105,814 Python
🌐 Make websites accessible for AI agents. Automate tasks online with ease.

animate-css/animate.css

⭐ 82,700 CSS
🍿 A cross-browser library of CSS animations. As easy to use as an easy thing.

bytedance/UI-TARS-desktop

⭐ 38,148 TypeScript
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

jackwener/OpenCLI

⭐ 27,012 JavaScript
Make Any Website into CLI & Use your logged-in browser by AI agent.

GoogleChromeLabs/squoosh

⭐ 25,501 TypeScript
Make images smaller using best-in-class codecs, right in the browser.

m1k1o/neko

⭐ 21,639 Go
A self hosted virtual browser that runs in docker and uses WebRTC.

browser-use/browser-harness

⭐ 16,144 Python
Browser Harness | Self-healing harness that enables LLMs to complete any task.

Chocobozzz/PeerTube

⭐ 15,197 TypeScript
ActivityPub-federated video streaming platform using P2P directly in your web browser

研究 / 論文(arXiv) · 10

Securing LLM-Agent Long-Term Memory Against Poisoning: Non-Malleable, Origin-Bou

📄 Securing LLM-Agent Long-Term Memory Against Pois arXiv
LLM agents increasingly rely on persistent long-term memory, which creates a critical vulnerability that we study here: memory poisoning. An adversary can store untrusted content i

Dalorex: A Data-Local Program Execution and Architecture for Memory-bound Applic

📄 Dalorex: A Data-Local Program Execution and Arch arXiv
Applications with low data reuse and frequent irregular memory accesses, such as graph or sparse linear algebra workloads, fail to scale well due to memory bottlenecks and poor cor

MRMMIA: Membership Inference Attacks on Memory in Chat Agents

📄 MRMMIA: Membership Inference Attacks on Memory i arXiv
Membership inference attacks (MIAs) test whether a target data record belongs to a system's private data, and have become a standard tool to measure privacy leakage in machine lear

Oracle Agent Memory as an Enterprise Memory Substrate for Long-Horizon AI Agents

📄 Oracle Agent Memory as an Enterprise Memory Subs arXiv
Agent memory is a systems problem for long-horizon agents. Practical deployments require retention of task state across extended conversations, recovery of user-specific facts and

Agent Memory Below the Prompt: Persistent Q4 KV Cache for Multi-Agent LLM Infere

📄 Agent Memory Below the Prompt: Persistent Q4 KV arXiv
Multi-agent LLM systems on edge devices face a memory management problem: device RAM is too small to hold every agent's KV cache simultaneously. On Apple M4 Pro with 10.2 GB of cac

Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training

📄 Q-RAG: Long Context Multi-step Retrieval via Val arXiv
Retrieval-Augmented Generation (RAG) methods enhance LLM performance by efficiently filtering relevant context for LLMs, reducing hallucinations and inference cost. However, most e

RAG System for Supporting Japanese Litigation Procedures: Faithful Response Gene

📄 RAG System for Supporting Japanese Litigation Pr arXiv
This study discusses the essential components that a Retrieval-Augmented Generation (RAG)-based LLM system should possess in order to support Japanese medical litigation procedures

Engineering the RAG Stack: A Comprehensive Review of the Architecture and Trust

📄 Engineering the RAG Stack: A Comprehensive Revie arXiv
This article provides a comprehensive systematic literature review of academic studies, industrial applications, and real-world deployments from 2018 to 2025, providing a practical

Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowl

📄 Does RAG Know When Retrieval Is Wrong? Diagnosin arXiv
Retrieval-Augmented Generation (RAG) is usually evaluated by whether the final answer is correct. Under knowledge conflict, this hides a key question: did the model follow retrieve

CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora

📄 CFIR: Fast and Effective Long-Text To Image Retr arXiv
Text-to-image retrieval aims to find the relevant images based on a text query, which is important in various use-cases, such as digital libraries, e-commerce, and multimedia datab

行銷 / 自媒體工具 · 16

audreyt/node-webworker-threads

⭐ 2,279 C++
Lightweight Web Worker API implementation with native threads

alastairtree/LazyCache

⭐ 1,758 C#
An easy to use thread safe in-memory caching service with a simple developer friendly API for c#

log4cplus/log4cplus

⭐ 1,727 C++
log4cplus is a simple to use C++ logging API providing thread-safe, flexible, and arbitrarily granular control over log management and configuration. It is modelled after the Java

vthibault/roBrowser

⭐ 1,656 JavaScript
roBrowser is a free and open-source implementation of the Ragnarok Online MMORPG for web browsers written from scratch using the latest web standards (WebGL, HTML5, File API, Javas

junhoyeo/threads-api

⭐ 1,617 TypeScript
Unofficial, Reverse-Engineered Node.js/TypeScript client for Meta's Threads. Web UI Included.

Ataraxy-Labs/opensessions

⭐ 1,194 Rust
tmux sidebar for coding agents — Amp, Claude Code, Codex, OpenCode. Per-thread markers, local HTTP API, live session state.

tinycthread/tinycthread

⭐ 1,038 C
Small, portable implementation of the C11 threads API

Theyka/Turnstile-Solver

⭐ 863 Python
Python-based turnstile solver using the patchright library, featuring multi-threaded execution, API integration, and support for different browsers.

harry0703/MoneyPrinterTurbo

⭐ 98,404 Python
利用 AI 大模型和自动化工作流,根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

ATH-MaaS/Pixelle-Video

⭐ 25,805 Python
🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine

chatfire-AI/huobao-drama

⭐ 13,602 TypeScript
🎬 火宝短剧 - 基于AI的一站式短剧生成平台 《一句话生成完整短剧,从剧本到成片全自动化》 Huobao Drama - An AI-Powered End-to-End Short Drama Generator "One Sentence to Complete Drama: Fully Automated from Script to Final

waooAI/waoowaoo

⭐ 13,296 TypeScript
首家工业级全流程 AI 影视生产平台。Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows.

HBAI-Ltd/Toonflow-app

⭐ 11,793 TypeScript
Toonflow 是开源一站式 AI 短剧创作工具,将小说、剧本快速转化为动画短剧。集成 AI 编剧、智能分镜、角色与视频生成,跨平台桌面端轻量部署,助力创作者低成本批量产出视觉内容。Toonflow is an open-source AI tool that turns stories and scripts into animated short dr

RayVentura/ShortGPT

⭐ 7,715 Python
🚀🎬 ShortGPT - Experimental AI framework for youtube shorts / tiktok channel automation

ddean2009/MoneyPrinterPlus

⭐ 6,718 Python
AI一键批量生成各类短视频,自动批量混剪短视频,自动把视频发布到抖音,快手,小红书,视频号上,赚钱从来没有这么容易过! 支持本地语音模型chatTTS,fasterwhisper,GPTSoVITS,支持云语音:Azure,阿里云,腾讯云。支持Stable diffusion,comfyUI直接AI生图。Generate short videos with

Forget-C/Jellyfish

⭐ 5,555 Python
An end-to-end production workspace for AI-generated short dramas. From script input to structured storyboarding, consistency management, shot preparation, video generation, and exp