GitHub Daily Trend Report | 2026-11-03

Author: miofly

Tags: GitHub, Open Source

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Today's Open Source Growth Pulse

2026-11-03 · 20 projects · 24h star increment tracking

This edition selects 20 noteworthy open source projects based on the last 24 hours' star increment. For specific capabilities, refer to each project's repository.

30 Second Overview

Rank	Project	24h Increment	Language
🥇 1	deepseek-ai/dsh-superagent-prototype	+5,002	TypeScript
🥈 2	morluto/rea	+4,091	TypeScript
🥉 3	pingdotgg/t3code	+3,837	TypeScript
4	vercel-labs/agent-desktop	+2,902	Rust
5	storytold/craft-anything	+2,687	Rust
6	JiaFeiMiao-K-Cat/DiscImageStudio	+2,283	C#
7	Ebony-Vinyl/dsh-our-free-model	+1,603	JavaScript
8	google/elephant-goldfish-model	+1,592	Python
9	l0ng-ai/openidea	+1,561	TypeScript
10	heydamir/unslop	+1,485	JavaScript
11	thedotmack/claude-mem	+1,425	TypeScript
12	Gathin23/cleanyourtv	+1,357	Python
13	wangzan101/Mika	+1,252	Kotlin
14	Donchitos/Claude-Code-Game-Studios	+1,227	Shell
15	deepseek-ai/deepseek-harness	+1,182	TypeScript
16	debpalash/VoiceStudio	+1,150	Python
17	pbakaus/impeccable	+1,116	Rust
18	Nutlope/hallmark	+1,102	CSS
19	D4Vinci/Scrapling	+1,096	Python
20	ccch1mneyyy/dsh-Go	+1,088	Dart

Today's largest increment: +5,002 (deepseek-ai/dsh-superagent-prototype) · Total of top three increments: +12,930

Project Deep Dive

🥇 01｜dsh-superagent-prototype ⭐ 13,013 (24h +5,002)

dsh-superagent is an open-source research prototype from DeepSeek, providing an autonomous coding agent for a single GitHub repository. It listens to GitHub (optionally Feishu) requests, automatically creates work items when receiving instructions or matching team rules, completes coding in separate sessions and directories, and returns results (e.g., Pull Requests). A web panel displays pending tasks, aiming to maximize automation and minimize manual intervention, suitable for teams needing automated code maintenance.

Project page: github.com/deepseek-ai/dsh-superagent-prototype

🥈 02｜rea ⭐ 422,742 (24h +4,091)

REA is a TypeScript-based reverse-engineering tool that provides a unified MCP (multifunctional plugin) framework, supporting reverse analysis of binary files, applications, and runtime behavior. Through pluggable agent modules, it helps users quickly locate feature implementations and understand internal mechanisms, and can be used directly on multiple platforms (e.g., Hopper). It targets 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

🥉 03｜t3code ⭐ 41,766 (24h +3,837)

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

Project page: github.com/pingdotgg/t3code

04｜agent-desktop ⭐ 9,497 (24h +2,902)

Agent Desktop is a cross-platform (macOS, Windows, Linux) CLI and C library written in Rust. It uses the operating system's accessibility tree to enable AI agents to reliably read and operate desktop applications, avoiding pixel matching and providing stable references and retriable actions. Suitable for AI systems that need to automate interactions in desktop environments.

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

05｜craft-anything ⭐ 3,951 (24h +2,687)

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

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

06｜DiscImageStudio ⭐ 3,031 (24h +2,283)

Disc Image Studio is a cross-platform (Windows desktop version, Linux/macOS experimental CLI) disc image generation and burning tool. It can convert images into disc data that meets the physical layer constraints of CD, DVD, and single-layer Blu-ray BD‑R, and supports real-time streaming burning or exporting ISO/RAW images. It targets users who need to create visual disc art or experiment with disc physical layers.

Project page: github.com/JiaFeiMiao-K-Cat/DiscImageStudio

07｜dsh-our-free-model ⭐ 57,254 (24h +1,603)

dsh-our-free-model is a plugin for the dsh platform that provides free, unlimited access to frontier large models such as DeepSeek V4.1 Flash and Kimi K3, no login, registration, or API Key required. It mounts directly with zero dependencies and no build step, 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

08｜elephant-goldfish-model ⭐ 10,595 (24h +1,592)

Elephant‑Goldfish Model (EGM) is an AI plugin open-sourced by Google that helps developers collect project context and draft design specifications through the "Elephant" role before coding, and then the "Goldfish" role reviews the draft with zero context, revealing potential assumptions and blind spots. Suitable for feature development that requires design decisions in advance.

Project page: github.com/google/elephant-goldfish-model

09｜openidea ⭐ 4,946 (24h +1,561)

OpenIDEA is a local IDE rewritten in Rust, offering IntelliJ IDEA-style keyboard shortcuts, tool windows, and global search. It supports editing, code insights, debugging, Git, terminal, database, and HTTP client features, compatible with more than 60 languages. It targets cross-platform developers who need high performance and low resource usage.

Project page: github.com/l0ng-ai/openidea

10｜unslop ⭐ 6,211 (24h +1,485)

unslop is a skill designed for Claude that identifies and corrects "slop" in web UI: purple gradients, glows, emoji labels, bold text, and uneven spacing. It supports Next.js, React, Vue, Svelte, Tailwind, or plain HTML/CSS projects, automatically reviews, sets design direction, fixes step by step, and can generate short videos showing the transformation process. Suitable for dashboards, apps, and landing pages, helping developers quickly improve interface quality.

Project page: github.com/heydamir/unslop

11｜claude-mem ⭐ 110,698 (24h +1,425)

Claude-Mem is a TypeScript-based persistent memory compression system that captures agent session content, compresses it with AI, and automatically injects relevant context in subsequent sessions. It is compatible with Claude Code and other models.

Project page: github.com/thedotmack/claude-mem

12｜cleanyourtv ⭐ 50,394 (24h +1,357)

tv-vibehack is an ADB-based tool that helps users remove ads and bloatware from Android TV/Google TV without root or physical connection, and installs a clean launcher that looks like Apple TV. Suitable for ordinary home users and tech enthusiasts.

Project page: github.com/Gathin23/cleanyourtv

13｜Mika ⭐ 5,250 (24h +1,252)

Mika is an AI assistant that runs locally on Android devices. With a single voice command, it can automatically operate various apps and web pages on the background screen to complete tasks such as sending messages, shopping, and information summarization. The project targets ordinary users who want to improve phone usage efficiency through voice commands, emphasizing no extra screen occupation, compatibility with any app, local data, and open source for free.

Project page: github.com/wangzan101/Mika

14｜Claude-Code-Game-Studios ⭐ 33,497 (24h +1,227)

Claude Code Game Studios is an AI game development studio framework based on Claude Code, providing 49 specialized agents, 74 workflow skills, 15 automated hooks, and 14 coding rules. It helps users simulate a real studio structure in a single session, improving organization, quality control, and collaboration efficiency in game development.

Project page: github.com/Donchitos/Claude-Code-Game-Studios

15｜deepseek-harness ⭐ 269,555 (24h +1,182)

DeepSeek Harness is an open-source agent toolkit using a "plugin-is-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

16｜VoiceStudio ⭐ 99,006 (24h +1,150)

VoiceStudio is an open-source, fully local voice cloning and design tool that supports voice cloning in 646 languages, voice design, video dubbing, dictation, transcription, and audiobook creation. It includes a desktop Electron app and a local API, suitable for creators, developers, and enterprises.

Project page: github.com/debpalash/VoiceStudio

17｜impeccable ⭐ 100,426 (24h +1,116)

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

Project page: github.com/pbakaus/impeccable

18｜hallmark ⭐ 45,955 (24h +1,102)

Hallmark is a design skill pack for AI code editors (Claude Code, Cursor, Codex). With 57 anti-pattern detections and 21 theme systems, it generates UI code without AI traces. It automatically selects macro structure, color, and typography based on different needs, ensuring each generated page has a unique design fingerprint rather than templated output.

Project page: github.com/Nutlope/hallmark

19｜Scrapling ⭐ 92,775 (24h +1,096)

Scrapling is a full-featured web scraping framework written in Python, supporting the complete flow from single requests to large-scale crawlers. It provides an easy-to-use API, automated scheduling, proxy management, data cleaning, and AI agent skills. Suitable for developers and data engineers to quickly build efficient and scalable scraping tasks.

Project page: github.com/D4Vinci/Scrapling

20｜dsh-Go ⭐ 5,817 (24h +1,088)

DSH Go is an Android client for DeepSeek Harness, supporting running locally on the phone or remotely controlling DSH on a computer, enabling code generation, task confirmation, and other interactions. It targets developers and tech enthusiasts who need to use AI programming assistants anytime.

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

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Data source: YourTools GitHub Trending, updated daily.

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

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