今日开源增长脉冲
2026-11-01 · 20 个项目 · 24h Star 增量追踪
本期按近 24 小时 Star 增量筛选出 20 个值得关注的开源项目，具体能力请以项目仓库为准。
30 秒看完今天
今日最大增量：+3,665（morluto/rea）· 增长前三合计：+8,662
项目深读
🥇 01｜rea ⭐ 415,416（24h +3,665）
REA 是一款基于 TypeScript 的逆向工程工具，提供统一的 MCP（多功能插件）框架，支持对二进制文件、应用程序及运行时行为进行逆向分析。它通过可插拔的 agent 模块，帮助用户快速定位功能实现、理解内部机制，并可在多种平台（如 Hopper）中直接使用。适用于安全研究员、软件逆向工程师和开发者，解决从高层功能到底层二进制的逆向难题。
🥈 02｜t3code ⭐ 35,416（24h +2,685）
T3 Code 是一个"AI 编程智能体控制面板"，旨在为开发者提供统一界面来管理和操控本机运行的多种 AI 编程智能体（如 Claude Code、Codex、Cursor、Grok Build、OpenCode）。它通过移动端、Web 端和桌面端多平台接入，解决了跨设备远程控制本机 AI 编程工具的痛点，主要面向重度使用 AI 辅助编程的软件开发者。
🥉 03｜iFixAi ⭐ 41,417（24h +2,312）
iFixAi 是一个 AI Agent 独立审计工具,通过 49 项检查在 120 秒内验证 Agent 是否按业务 KPI 和组织架构要求正确执行任务。提供 CLI 向导、显式命令和插件三种运行方式,支持跨厂商评判机制确保审计结果可引用,面向需要快速验证 Agent 行为合规性的开发者和企业。
04｜unslop ⭐ 3,394（24h +2,272）
unslop 是一款为 Claude 设计的技能，能够识别并纠正网页 UI 中的“slop”——紫色渐变、光晕、表情符号标签、粗体文字和不均匀间距等问题。它支持 Next.js、React、Vue、Svelte、Tailwind 或纯 HTML/CSS 的项目，自动审核、制定设计方向、逐步修复，并可生成短视频展示改造过程。适用于仪表盘、应用和落地页，帮助开发者快速提升界面质量。
05｜dsh-superagent-prototype ⭐ 2,152（24h +2,152）
dsh-superagent 是 DeepSeek 开源的研究原型，提供面向单个 GitHub 仓库的主动编码代理。它通过监听 GitHub（可选 Feishu）请求，在收到指令或符合团队规则时自动创建工作项、在独立会话与目录中完成编码并返回结果（如 Pull Request），并通过网页面板展示待处理任务，旨在最大化自动化、最小化人工干预，适用于需要代码自动化维护的团队。
06｜agent-desktop ⭐ 4,209（24h +1,807）
Agent Desktop 是一款跨平台（macOS、Windows、Linux）Rust 编写的 CLI 与 C 库，利用操作系统的无障碍树实现 AI 代理对桌面应用的可靠读取与操作，避免像素匹配，提供稳定引用与可重试动作，适用于需要在桌面环境中自动化交互的 AI 系统。
07｜dsh-our-free-model ⭐ 54,317（24h +1,774）
dsh-our-free-model 是一款面向 dsh 平台的插件，提供 DeepSeek V4.1 Flash、Kimi K3 等前沿大模型的免费、无限制调用，无需登录、注册或 API Key。它通过零依赖、无构建步骤的方式直接挂载，适用于需要本地或私有环境中快速使用高性能 LLM 的用户。
08｜claude-mem ⭐ 107,797（24h +1,662）
Claude-Mem 是一个基于 TypeScript 的持久记忆压缩系统，捕获智能体会话内容并通过 AI 压缩后，在后续会话中自动注入相关上下文，兼容 Claude Code 等多种模型。
09｜Mika ⭐ 2,678（24h +1,373）
Mika 是一款运行在 Android 设备本地的 AI 助手，用户只需一句口令，它即可在后台屏幕上自动操作各类 App 和网页完成任务，如发送消息、购物、信息汇总等。项目面向希望通过语音指令提升手机使用效率的普通用户，强调无需额外屏幕占用、兼容任意 App、数据本地化以及开源免费。
10｜impeccable ⭐ 98,219（24h +1,328）
Impeccable 是面向 AI 编程助手的前端设计指导系统,通过 23 条命令、59 条确定性检测规则和实时浏览器迭代,帮助 AI 生成的前端界面摆脱同质化设计模板(如 Inter 字体、紫蓝渐变、嵌套卡片),为开发者和 AI 编程工具(Cursor、Claude Code、GitHub Copilot 等)提供结构化设计语言和质量审查能力。
11｜dsh-Go ⭐ 3,577（24h +1,325）
DSH Go 是 DeepSeek Harness 的 Android 客户端，支持在手机本机运行或远程控制电脑上的 DSH，实现代码生成、任务确认等交互，面向需要随时使用 AI 编程助手的开发者和技术爱好者。
12｜jailbreaks ⭐ 12,213（24h +1,323）
本项目收集了31个针对25+模型的系统提示、角色定义、工作区政策和代理操作规范，涵盖免费隐形模型、开源权重模型及封闭前沿模型，旨在帮助研究者和开发者探索提示层级、角色框架与政策覆盖对模型行为的影响，促进AI系统对提示注入与指令操纵的抵抗力。
13｜security-audit-skill ⭐ 55,281（24h +1,293）
security-audit 是一个面向 Cloudflare 内部的代码代理技能，提供多阶段、可机器读取的安全审计流程。它通过六个独立阶段（侦察、覆盖驱动狩猎、候选验证、结构化输出、独立记录验证、目标中立报告）生成可验证的发现文件，适用于需要系统化、可追溯漏洞发现的开发与安全团队。
14｜cleanyourtv ⭐ 47,890（24h +1,268）
tv-vibehack 是一个基于 ADB 的工具，帮助用户在无需 root 或物理连接的情况下，去除 Android TV/Google TV 的广告和预装垃圾，并安装一个外观类似 Apple TV 的简洁启动器，适用于普通家庭用户和技术爱好者。
15｜VoiceStudio ⭐ 96,810（24h +1,256）
VoiceStudio 是一款开源、完全本地化的语音克隆与设计工具，支持 646 种语言的语音克隆、语音设计、视频配音、口述、转录与有声书制作，兼具桌面 Electron 与本地 API，适用于创作者、开发者与企业。
16｜DeepTutor ⭐ 52,765（24h +1,170）
DeepTutor 是一个基于 Python 和 Next.js 的终身个性化教学平台，通过集成多种大语言模型、知识库检索（RAG）和智能教学代理，为学习者提供个性化辅导、知识管理、引导式学习路径和多模态交互能力，主要面向需要自适应学习支持的教育工作者和自主学习者。
17｜TokenEconomizer ⭐ 3,013（24h +1,166）
TokenEconomizer 是一个基于经验的黑盒成本控制框架，旨在降低编码代理在常用代码库中的运行费用。通过学习代理已有的会话经验，利用微技能记忆库信息、工具裁剪和失败循环干预三种机制，显著削减冗余开销，提升成本效益和部分任务的成功率，主要面向使用大型语言模型编码助手的开发者和研究者。
18｜elephant-goldfish-model ⭐ 7,654（24h +1,137）
Elephant‑Goldfish Model（EGM）是 Google 开源的 AI 插件，帮助开发者在编码前通过“Elephant”角色收集项目上下文并草拟设计规格，再由“Goldfish”角色在零上下文下审查草案，揭示潜在假设和盲点，适用于需要提前做设计决策的功能开发。
19｜pixelfx ⭐ 1,378（24h +1,065）
pixelfx 是一个基于 JavaScript 的像素艺术特效库，提供 240 多种可直接在浏览器游戏中使用的像素动画效果，涵盖火焰、爆炸、魔法、天气、UI 等多类，并支持实时播放、颜色镜像、导出精灵表以及通过 Claude AI 技能自定义新特效，主要面向像素风游戏开发者和艺术创作者。
20｜totk-pc-recomp ⭐ 2,563（24h +1,042）
TotK Recomp 是将《塞尔达传说：王国之泪》静态重编译为 Windows x86-64 原生程序的项目，使用 Vulkan 渲染，实现 60 fps（可实验至 144 fps）并支持自定义分辨率、键鼠手柄映射等，适用于拥有合法游戏文件的玩家。
数据来源：YourTools GitHub 趋势榜，每日更新。
原文地址：tools.wflynn.cn/aitools/git…
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Open-source growth pulse today
2026-11-01 20 Projects 24h Star Incremental Tracking
During the period, 20 open-source projects of concern were screened at approximately 24 hours Star ' s increment, depending on the project warehouse.
30 seconds to watch today.
Maximum increment today: +3,665 (morluto/rea) +8,662
In-depth reading of projects
🥇 01｜rea ⭐ 415,416（24h +3,665）
REA is a reverse engineering tool based on TypeScript that provides a unified MCP (multifunctional plugin) framework to support reverse analysis of binary files, applications and running behaviour. It helps users to achieve, understand and use internal mechanisms through the plugged-in agent module, and can be used directly in multiple platforms, such as Hopper. Applying to security researchers, reverse engineers and developers of software to address reverse dilemmas from high-level functionality to bottom binary.
🥈 02｜t3code ⭐ 35,416（24h +2,685）
T3 Code is an "AI programming Z42Z control panel" designed to provide developers with a unified interface to manage and manipulate various AI programming Z42Z (e.g. Claude Code, Codex, Cursor, Grok Build, OpenCode). It solves the pain points of the device remote control of the AI programming tool for its own AI programming tool, mainly for software developers using the heavy AI-assisted programming, by accessing the mobile end, the Web end and the desktop end multiplatform.
🥉 03｜iFixAi ⭐ 41,417（24h +2,312）
iFixAi is an AIAgent independent audit tool that checks 49 to verify in 120 seconds whether Agent is properly performing its tasks according to the business KPI and organizational requirements. CLI guides, visible commands and plugins are available to support cross-manufacturing mechanisms to ensure that audit results can be cited, targeting developers and enterprises that need to quickly validate Agent behaviour compliance.
04｜unslop ⭐ 3,394（24h +2,272）
Unslop is a section designed for Claude that identifies and corrects the problems of "slop" in UI - purple gradients, dizziness, emoticons labels, bold text and uneven spacing. It supports the projects of Next.js, React, Vue, Svelte, Tailwind or simply HTML/CSS, automatically reviewing, developing design directions, gradually repairing and generating short video to demonstrate the adaptation process. For dashboards, applications and landing pages, help developers quickly improve the quality of interfaces.
05｜dsh-superagent-prototype ⭐ 2,152（24h +2,152）
dsh-suberagent is a research prototype of DeepSeek open source providing active coding agents for a single GitHub repository. It automatically creates work items upon receipt of instructions or compliance with team rules, performs coding and returns results in independent sessions and directories (e.g. Pull Request) by listening to GitHub (optional Feishu) requests, and displays tasks to be processed through web panels aimed at maximizing automation, minimizing manual intervention and applying to teams requiring automated code maintenance.
06｜agent-desktop ⭐ 4,209（24h +1,807）
Agent Desktop is a cross-platform (macOS, Windows, Linux) Rust's CLI and C library that uses the operating system's barrier-free tree to achieve reliable AI proxy access to and operation of desktop applications, avoid pixel matching, provide stable references and retry actions and apply to AI systems that require automated interaction in the desktop environment.
07｜dsh-our-free-model ⭐ 54,317（24h +1,774）
dsh-our-free-model is a plugin for the dsh platform that provides free, unrestricted calls to front-line LLMs such as DeepSeek V4.1 Flash and Kimi K3 that do not require login, registration or API Key. It is mounted directly by means of zero-dependent, unstructured steps and applies to users who need to use high performance LLM quickly in local or private environments.
08｜claude-mem ⭐ 107,797（24h +1,662）
Claude-Mem is a permanent memory compression system based on TypeScript that captures AI agent session content and automatically injects context into subsequent sessions through AI, compatible with various models such as Claude Code.
09｜Mika ⭐ 2,678（24h +1,373）
Mika is an AI assistant running locally on Android devices. A user needs a password to automate all kinds of Apps and web pages on the back screen, such as sending messages, shopping, information aggregation, etc. The project targets ordinary users who wish to improve the efficiency of mobile phone usage through voice commands, emphasizing the need for no additional screen occupancy, compatibility with the App, localization of data and free open source.
10｜impeccable ⭐ 98,219（24h +1,328）
Impecable is a front-end design guidance system for the AI programming assistant that helps the AI-generated front-end interface to escape homogenic design templates (e.g., inter fonts, purple gradients, embedded cards), providing structured design language and quality review capabilities for developers and AI programming tools (Cursor, Claude Code, GitHub Copilot, etc.) through 23 commands, 59 certainty detection rules and real-time browser iteratives.
11｜dsh-Go ⭐ 3,577（24h +1,325）
DSH Go, an Android client of DeepSeek Harness, supports DSH on a mobile phone running or remote control computer, interfacing code generation, task confirmation, etc., for developers and technocrats who need to use AI programming assistants at all times.
12｜jailbreaks ⭐ 12,213（24h +1,323）
The project collected 31 system tips, role definitions, work area policies and proxy protocols for the 25+ model, covering free invisible models, open source weight models and closed front-line models. The aim was to help researchers and developers explore the implications of alert levels, role frameworks and policy coverage for model behaviour and to promote the resistance of AI systems to induction and command manipulation.
13｜security-audit-skill ⭐ 55,281（24h +1,293）
Security-udit is a code agent skills for within-Claudflare that provides a multi-stage machine-readable security audit process. It produces verifiable discovery documents through six independent phases (detection, cover-driven hunting, candidate validation, structured output, independent record validation, target-neutral reporting) and applies to development and security teams that need to be systematized and traceable.
14｜cleanyourtv ⭐ 47,890（24h +1,268）
tv-vibehack is an ADB-based tool to help users remove Android TV/Google TV advertising and preloading, without root or physical connection, and install a simple Ample TV-like starter for ordinary home users and technology lovers.
15｜VoiceStudio ⭐ 96,810（24h +1,256）
VoiceStudio is an open-source, fully localized voice cloning and design tool that supports voice cloning, voice design, video voiceover, oral, transcribing and voice book production in 646 languages, with desktop Electron and local API, for creators, developers and businesses.
16｜DeepTutor ⭐ 52,765（24h +1,170）
DeepTuto is a lifelong personalized teaching platform based on Python and Next.js, which provides learners with personalized coaching, knowledge management, guided learning paths and multi-modular interaction, mainly for educators and self-leaving learners who need adaptive learning support, through the integration of multilingual models, knowledge-base search (RAG) and intelligent teaching agents.
17｜TokenEconomizer ⭐ 3,013（24h +1,166）
TokenEconomizer is an experience-based black box cost control framework designed to reduce the operating costs of code agents in the common code repository. Learning from the existing conversational experience of the agent, using the three mechanisms of micro-skilled memory bank information, tool cutting and failure cycle intervention, significantly reduced redundancy costs, increased cost-effectiveness and part of the mission success rate, mainly for developers and researchers using large language model code assistants.
18｜elephant-goldfish-model ⭐ 7,654（24h +1,137）
Elephant — Goldfish Model (EGM) is an open-source Google AI plugin that helps developers collect project context and draft design specifications before encoded through the “Elephant” role, and then reviews the draft by the “Goldfish” role under zero context to reveal potential assumptions and blind spots for functional development that require early design decisions.
19｜pixelfx ⭐ 1,378（24h +1,065）
Pixelfx is a pixel art special effects bank based on JavaScript, which provides more than 240 pixel animated effects that can be used directly in browser games, covering a wide range of categories, such as flames, explosions, magic, weather, UI, and supports real-time play, colour mirrors, the export of genie tables and the self-definition of new special effects through Claude AI skills, mainly for pixel game developers and artists.
20｜totk-pc-recomp ⭐ 2,563（24h +1,042）
TotK Recomp is a project to rewrite the Zelda Legend: The Kingdom ' s Tears static into the Windows x86-64 original application, using Vulkan rendering, to achieve 60 fps (experiable to 144 fps) and to support custom resolution, key mouse handle mapping, etc., for players with legitimate game files.
Source: YuurTools GitHub trend list, updated daily.
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