今日开源增长脉冲
2026-10-31 · 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：+4,764（morluto/rea）· 增长前三合计：+8,776
项目深读
🥇 01｜rea ⭐ 412,183（24h +4,764）
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｜jailbreaks ⭐ 10,917（24h +2,007）
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。
🥉 03｜dsh-our-free-model ⭐ 52,770（24h +2,005）
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。
04｜impeccable ⭐ 96,990（24h +1,887）
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。
05｜dsh-Go ⭐ 2,425（24h +1,779）
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。
06｜DeepTutor ⭐ 51,730（24h +1,653）
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。
07｜iFixAi ⭐ 39,129（24h +1,524）
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。
08｜VoiceStudio ⭐ 95,692（24h +1,481）
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。
09｜claude-mem ⭐ 106,168（24h +1,437）
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。
10｜cleanyourtv ⭐ 46,686（24h +1,415）
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。
11｜security-audit-skill ⭐ 54,066（24h +1,307）
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。
12｜Claude-Code-Game-Studios ⭐ 30,408（24h +1,164）
Claude Code Game Studios 是一个基于 Claude Code 的 AI 游戏开发工作室框架，提供 49 名专门化代理、74 个工作流技能、15 条自动化钩子和 14 条编码规则，帮助用户在单一会话中模拟真实工作室结构，提升游戏开发的组织性、质量控制与协作效率。
13｜unslop ⭐ 1,161（24h +1,161）
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。
14｜OpenMausBot ⭐ 8,576（24h +1,139）
OpenMausBot 是一款基于 TypeScript、React 与 Electron 的开源本地化 AI 代理聊天应用，提供多模型（Claude、Codex、Grok）独立机器人、电脑控制与数百第三方应用集成，面向需要自托管、多代理协作的开发者和 AI 爱好者。
15｜hallmark ⭐ 42,943（24h +1,060）
Hallmark 是一个面向 AI 代码编辑器（Claude Code、Cursor、Codex）的设计技能包，通过 57 项反模式检测和 21 套主题系统，生成不带 AI 痕迹的 UI 代码。它能根据不同需求自动选择宏观结构、配色和排版方案,确保每次生成的页面具有独特设计指纹而非模板化输出。
16｜Filee ⭐ 18,441（24h +1,042）
Filee 是一款免费开源的离线文件转换工具，支持 180 多种格式，包括图片、PDF、Office 文档、电子书、音视频等。用户通过在光标处按键拖拽文件，即可在弹出的格式环中直接选择目标格式完成转换，全部在本地完成，无需额外软件或网络上传。
17｜ziwei-doushu ⭐ 11,173（24h +1,035）
紫微斗数开源排盘引擎是基于倪海厦《天纪》体系的 TypeScript 实现，提供完整的紫微斗数排盘算法、四化系统、格局知识库以及大规模命盘解读数据集（v4.0 约 56.6 GB），面向占星爱好者、研究者和开发者，帮助快速生成并解析命盘。
18｜orca ⭐ 111,086（24h +1,033）
Orca 是一款面向高效开发者的 AI 代理编排桌面环境（ADE），支持同时并行运行多个 CLI 编码代理（如 Claude Code、Codex 等），通过独立 Git worktree 隔离各代理任务，并在统一界面中追踪管理。适合希望以"代理舰队"模式大幅提升编码效率的专业开发者和工程团队。
19｜Mika ⭐ 1,187（24h +1,027）
Mika — 你手机上的私人 AI 助理，替你操作 App、上网、把事办成。An on-device AI agent for Android that operates apps and the web to get things done for you.
20｜totk-pc-recomp ⭐ 1,484（24h +966）
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
2026-10-31 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: +4,764 (morluto/rea) +8,776
In-depth reading of projects
🥇 01｜rea ⭐ 412,183（24h +4,764）
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｜jailbreaks ⭐ 10,917（24h +2,007）
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.
🥉 03｜dsh-our-free-model ⭐ 52,770（24h +2,005）
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.
04｜impeccable ⭐ 96,990（24h +1,887）
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.
05｜dsh-Go ⭐ 2,425（24h +1,779）
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.
06｜DeepTutor ⭐ 51,730（24h +1,653）
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.
07｜iFixAi ⭐ 39,129（24h +1,524）
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.
08｜VoiceStudio ⭐ 95,692（24h +1,481）
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.
09｜claude-mem ⭐ 106,168（24h +1,437）
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.
10｜cleanyourtv ⭐ 46,686（24h +1,415）
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.
11｜security-audit-skill ⭐ 54,066（24h +1,307）
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.
12｜Claude-Code-Game-Studios ⭐ 30,408（24h +1,164）
Claude Game Studios is an AI game development studio framework based on Claude Code, which provides 49 specialized agents, 74 workflow skills, 15 automated hooks and 14 code rules to help users simulate real studio structures in a single session and enhance the organizational, quality control and collaboration efficiency of game development.
13｜unslop ⭐ 1,161（24h +1,161）
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.
14｜OpenMausBot ⭐ 8,576（24h +1,139）
OpenMausBot is an open-source localization AI proxy chat application based on TypeScript, React and Electron, which provides multi-model stand-alone robotics (Claude, Codex, Grok), computer control and integration with hundreds of third-party applications, targeting developers and AI lovers in need of self-hosting, multi-agent collaboration.
15｜hallmark ⭐ 42,943（24h +1,060）
Hallmark is a design skill kit for an AI code editor (Claude Code, Cursor, Codex) that generates an UI code without AI marks through 57 anti-model tests and 21 subjectsystems. It automatically selects macro-structures, colours and layout options according to different needs, ensuring that each page generated has unique design fingerprints rather than templateized outputs.
16｜Filee ⭐ 18,441（24h +1,042）
Filee is a free open-source offline file conversion tool that supports 180 formats, including pictures, PDF, Office documents, electronic books, audio and video. A user can drag a file by pressing a key at the cursor, and then directly select the target format in the popup format ring, all locally and without any additional software or network upload.
17｜ziwei-doushu ⭐ 11,173（24h +1,035）
The Open-Script Disk Engine for the Ultra-Violent Microbike is based on the SypeScript of the Nino Seaquake system, which provides a complete VVIC algorithm, a quadrant system, a pattern knowledge base and a large-scale despatch interpretation data set (v4.0 about 56.6 GB), for astrologers, researchers and developers, to help quickly generate and decipher the disc.
18｜orca ⭐ 111,086（24h +1,033）
Orca is an AI Organization Desktop Environment (ADE) for efficient developers that supports the simultaneous operation of multiple CLI coding agents (e.g. Claude Code, Codex, etc.), isolates proxy tasks through independent Git worktree and tracks management in a unified interface. Suits professional developers and engineering teams who wish to significantly improve coding efficiency in the "agent fleet" model.
19｜Mika ⭐ 1,187（24h +1,027）
Mika, your personal AI assistant on your phone, handles the App, accesss, works. An on-device AI delegate for Android that opens apps and the web to get things done for you.
20｜totk-pc-recomp ⭐ 1,484（24h +966）
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.
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