Today's Open Source Growth Pulse

2026-11-06 · 20 projects · 24h Star increment tracking This issue selects 20 open source projects worth attention based on the Star increment in the last 24 hours. For specific capabilities, please refer to the project repository.

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Rank	Project	24h Increment	Language
🥇 1	morluto/rea	+3,585	TypeScript
🥈 2	storytold/craft-anything	+3,082	Rust
🥉 3	NVIDIA/auto-ontology	+2,240	Python
4	mattpocock/skills	+2,092	Shell
5	cloudflare/security-audit-skill	+2,059	JavaScript
6	pingdotgg/t3code	+1,961	TypeScript
7	vercel-labs/agent-desktop	+1,793	Rust
8	ccch1mneyyy/dsh-Go	+1,783	Dart
9	Ebony-Vinyl/dsh-our-free-model	+1,648	JavaScript
10	worldonlyu/Google_AI_Pro_2Year_ZeroCost_Auto	+1,540	Python
11	D4Vinci/Scrapling	+1,498	Python
12	zortos293/Lichii	+1,253	C++
13	deepseek-ai/deepseek-harness	+1,227	TypeScript
14	pbakaus/impeccable	+1,216	Rust
15	heydamir/unslop	+1,209	JavaScript
16	stablyai/orca	+1,185	TypeScript
17	OpenSelena/omniget	+1,137	Rust
18	milind-soni/OpenMausBot	+1,115	TypeScript
19	HunYiSage/dsh-purge	+1,009	JavaScript
20	JuneYaooo/rea-video	+982	Python

Today's largest increment: +3,585 (morluto/rea) · Top three combined: +8,907

Project Deep Dive

🥇 01｜rea ⭐ 434,213 (24h +3,585)

REA is a reverse-engineering tool based on TypeScript that provides a unified MCP (multi-functional plugin) framework, supporting reverse analysis of binary files, applications, and runtime behavior. Through pluggable agent modules, it helps users quickly locate feature implementations, understand internal mechanisms, and can be used directly on multiple platforms (such as Hopper). It is suitable for security researchers, software reverse engineers, and developers, solving reverse-engineering problems from high-level functionality to low-level binaries.

Project page: github.com/morluto/rea

🥈 02｜craft-anything ⭐ 14,882 (24h +3,082)

Craft Anything is an open-source engine written in pure Rust that can analyze the implementation details of any website, application, or game through real inspection tools, and use AI to generate a corresponding self-compilable project. It targets developers and creators who want to understand existing software and quickly replicate or modify it, offering cross-platform support (macOS, Windows, Linux, FreeBSD, Web). It is currently in early Alpha stage.

Project page: github.com/storytold/craft-anything

🥉 03｜auto-ontology ⭐ 7,240 (24h +2,240)

Auto Ontology is a Python framework that helps enterprises build semantic graphs from metadata, providing a reliable context layer that supports natural-language queries, SQL generation, data validation, and traceability. It is suitable for business scenarios that require trustworthy AI and LLM.

Project page: github.com/NVIDIA/auto-ontology

04｜skills ⭐ 315,154 (24h +2,092)

mattpocock/skills is a collection of skills for AI coding assistants aimed at professional engineers, providing composable small skills to aid real engineering development (rather than simple 'vibe coding'). The project includes engineering practice skills such as requirement clarification, test-driven development, code review, and architecture improvement. It supports AI coding tools like Claude Code and Codex, helping developers maintain control over the development process when using AI-assisted programming, avoid common failure modes, and improve code quality and project maintainability.

Project page: github.com/mattpocock/skills

05｜security-audit-skill ⭐ 61,379 (24h +2,059)

security-audit is a code agent skill for Cloudflare internal use that provides a multi-stage, machine-readable security audit process. It generates verifiable finding files through six independent stages (reconnaissance, coverage-driven hunting, candidate validation, structured output, independent record validation, and target-neutral reporting). It is suitable for development and security teams that need systematic and traceable vulnerability discovery.

Project page: github.com/cloudflare/security-audit-skill

06｜t3code ⭐ 48,264 (24h +1,961)

T3 Code is an 'AI coding agent control panel' that provides developers with a unified interface to manage and control multiple AI coding agents running locally (such as Claude Code, Codex, Cursor, Grok Build, OpenCode). It supports mobile, web, and desktop platforms, solving the pain point of remotely controlling local AI coding tools across devices. It targets developers who heavily use AI-assisted programming.

Project page: github.com/pingdotgg/t3code

07｜agent-desktop ⭐ 16,776 (24h +1,793)

Agent Desktop is a cross-platform (macOS, Windows, Linux) CLI and C library written in Rust that uses the operating system's accessibility tree to enable reliable reading and operation of desktop applications by AI agents, avoiding pixel matching, providing stable references and retryable actions. It is suitable for AI systems that need automated interaction in desktop environments.

Project page: github.com/vercel-labs/agent-desktop

08｜dsh-Go ⭐ 11,397 (24h +1,783)

DSH Go is an Android client for DeepSeek Harness that supports running locally on a phone or remotely controlling DSH on a computer, enabling interactions such as code generation and task confirmation. It targets developers and tech enthusiasts who need to use an AI coding assistant anytime.

Project page: github.com/ccch1mneyyy/dsh-Go

09｜dsh-our-free-model ⭐ 62,264 (24h +1,648)

dsh-our-free-model is a plugin for the dsh platform that provides free, unlimited access to cutting-edge large models such as DeepSeek V4.1 Flash and Kimi K3, without requiring login, registration, or API keys. It mounts directly with zero dependencies and no build steps, suitable for users who need to quickly use high-performance LLMs in local or private environments.

Project page: github.com/Ebony-Vinyl/dsh-our-free-model

10｜Google_AI_Pro_2Year_ZeroCost_Auto ⭐ 2,283 (24h +1,540)

Google AI Pro (5 TB) Zero Cost Two-Year Fully Automatic Console is a Python-based Windows tool that uses US-region proxies and automation scripts to bind tax-exempt credit cards to batch Google accounts, obtaining and locking in 24 months of free AI Pro resources. It is suitable for individuals or small teams that need long-term free access to Google AI services.

Project page: github.com/worldonlyu/Google_AI_Pro_2Year_ZeroCost_Auto

11｜Scrapling ⭐ 97,913 (24h +1,498)

Scrapling is a full-featured web scraping framework written in Python that supports the complete workflow from a single request to large-scale crawling. It provides an easy-to-use API, automated scheduling, proxy management, data cleaning, and AI agent skills, making it suitable for developers and data engineers to quickly build efficient and scalable scraping tasks.

Project page: github.com/D4Vinci/Scrapling

12｜Lichii ⭐ 2,188 (24h +1,253)

Lichii is an experimental C++-based Nintendo Switch and Switch 2 emulator that inherits and improves the compatibility and rendering of Eglantine, Eden, yuzu, and Sudachi. It targets players who want to run Switch games on a PC, providing an open-source, self-compilable desktop version. It is still in the experimental stage, and compatibility and performance are not guaranteed.

Project page: github.com/zortos293/Lichii

13｜deepseek-harness ⭐ 273,758 (24h +1,227)

DeepSeek Harness is an open-source agent toolkit that uses a 'plugin-as-everything' architecture, built on the Cordis framework, supporting Web UI interaction. It is in developer preview, compatibility may change, and it has an extensible plugin ecosystem.

Project page: github.com/deepseek-ai/deepseek-harness

14｜impeccable ⭐ 103,880 (24h +1,216)

Impeccable is a front-end design guidance system for AI coding assistants. Through 23 commands, 59 deterministic detection rules, and real-time browser iteration, it helps AI-generated front-end interfaces escape homogeneous design templates (such as Inter font, purple-blue gradients, nested cards). It provides developers and AI coding tools (Cursor, Claude Code, GitHub Copilot, etc.) with a structured design language and quality review capabilities.

Project page: github.com/pbakaus/impeccable

15｜unslop ⭐ 9,750 (24h +1,209)

unslop is a skill designed for Claude that can identify and correct 'slop' in web UI - issues like purple gradients, glows, emoji tags, bold text, and uneven spacing. It supports projects in Next.js, React, Vue, Svelte, Tailwind, or plain HTML/CSS, automatically audits, defines design direction, iteratively fixes, and can generate short videos showing the transformation process. It is suitable for dashboards, apps, and landing pages, helping developers quickly improve interface quality.

Project page: github.com/heydamir/unslop

16｜orca ⭐ 116,649 (24h +1,185)

Orca is an AI agent orchestration desktop environment (ADE) for efficient developers. It supports running multiple CLI coding agents (such as Claude Code, Codex, etc.) in parallel, isolating each agent's tasks through separate Git worktrees, and tracking and managing them in a unified interface. It is suitable for professional developers and engineering teams who want to significantly improve coding efficiency with a 'fleet of agents' model.

Project page: github.com/stablyai/orca

17｜omniget ⭐ 4,279 (24h +1,137)

OmniGet is a cross-platform open-source download manager built on Tauri 2.0, Rust, and Svelte, supporting Windows, macOS, and Linux. It can download courses from Udemy, Hotmart, and media from 1,800+ sites like YouTube, Instagram, and TikTok with one click, and provides post-processing features such as transcription, format conversion, and reading. It targets individual users who need to batch download and manage study or entertainment content.

Project page: github.com/OpenSelena/omniget

18｜OpenMausBot ⭐ 13,238 (24h +1,115)

OpenMausBot is an open-source localized AI agent chat application based on TypeScript, React, and Electron. It provides independent bots with multiple models (Claude, Codex, Grok), computer control, and integration with hundreds of third-party applications. It targets developers and AI enthusiasts who need self-hosted, multi-agent collaboration.

Project page: github.com/milind-soni/OpenMausBot

19｜dsh-purge ⭐ 19,106 (24h +1,009)

dsh-purge is a red-team plugin based on DeepSeek Harness that provides model jailbreak capabilities, supports switching prompts by model, and defaults to targeting the domestic model 'Xiao Ma Jiang'. It is suitable for security researchers and developers who need to conduct security testing on large language models in a local experimental environment.

Project page: github.com/HunYiSage/dsh-purge

20｜rea-video ⭐ 2,025 (24h +982)

rea-video is a Python-based video reverse-analysis tool that can break down various types of videos (live-action, AI, 3D, code animation, etc.) shot by shot, outputting detailed information such as visual composition, subtitles, stylized text, editing rhythm, and voice-over sources, and generates replication plans and HTML reports. It mainly targets content creators and AI assistants who need to quickly understand and replicate video production processes.

Project page: github.com/JuneYaooo/rea-video

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Data source: YourTools GitHub Trending, updated daily.

Original URL: https://tools.wflynn.cn/aitools/github-trending

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