Today's Open Source Growth Pulse

2026-10-26 · 20 projects · 24-hour star growth tracking

This edition filters 20 open source projects worth attention by their 24-hour star growth. Specific capabilities should be confirmed on each project's repository.

30 Seconds to See Today

Rank	Project	24h Growth	Language
🥇 1	cloudflare/security-audit-skill	+2,460	JavaScript
🥈 2	debpalash/VoiceStudio	+1,952	Python
🥉 3	JustAResearcher/gpu-unlock-ada	+1,672	C
4	Nutlope/hallmark	+1,533	CSS
5	pbakaus/impeccable	+1,309	Rust
6	TauricResearch/TradingAgents	+900	Python
7	AgriciDaniel/claude-seo	+748	Python
8	makecindy/cindy	+745	TypeScript
9	pollen-robotics/microduck	+641	Rust
10	pengchujin/aerial-tv	+618	Kotlin
11	coollabsio/coolify	+618	PHP
12	lyramakesmusic/neuron-explorer	+600	Python
13	JetBrains/thinkrail	+561	TypeScript
14	rddmwmddr/android-ad-cleaner	+542	Python
15	mizorewww/gdirect	+535	Rust
16	DenisSergeevitch/ex-ussr-kinship-research	+529	Python
17	Jakeschincariol/day-trader-skill	+477	Python
18	morganlinton/BeautifulRust	+476	Rust
19	designfuchen/word-atlas	+401	TypeScript
20	enesozturk/dimensional-drawing	+380	HTML

Today's biggest growth: +2,460 (cloudflare/security-audit-skill) · Top 3 combined growth: +6,084

Project Deep Dive

🥇 01｜security-audit-skill ⭐ 46,801 (24h +2,460)

security-audit is a code agent skill for Cloudflare's internal use, providing a multi-stage, machine-readable security audit workflow. It generates verifiable finding files through six independent phases (reconnaissance, coverage-driven hunting, candidate validation, structured output, independent record verification, and objective reporting). It suits development and security teams that need systematic, traceable vulnerability discovery.

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

🥈 02｜VoiceStudio ⭐ 86,724 (24h +1,952)

VoiceStudio is an open source, fully local voice cloning and design tool supporting voice cloning in 646 languages, voice design, video dubbing, dictation, transcription, and audiobook production. It includes a desktop Electron app and a local API, and targets creators, developers, and enterprises.

Project page: github.com/debpalash/VoiceStudio

🥉 03｜gpu-unlock-ada ⭐ 2,557 (24h +1,672)

GPU unlock 1.1.1 is a Linux kernel module for Ada-architecture GPUs such as the RTX 4090 and RTX 4070 Ti SUPER. It overrides the SM speed selector before the official NVIDIA driver loads, roughly doubling FP16/FP32 and BF16/FP32 tensor throughput, improving deep learning compute performance. It primarily targets researchers and developers needing efficient tensor operations.

Project page: github.com/JustAResearcher/gpu-unlock-ada

04｜hallmark ⭐ 33,669 (24h +1,533)

Hallmark is a design skill pack for AI code editors (Claude Code, Cursor, Codex). It uses 57 anti-pattern checks and 21 theme systems to generate UI code with no AI traces. It automatically selects macro structures, color schemes, and typography based on need, ensuring each generated page has a unique design fingerprint rather than a templated output.

Project page: github.com/Nutlope/hallmark

05｜impeccable ⭐ 87,632 (24h +1,309)

Impeccable is a frontend design guidance system for AI programming assistants. It uses 23 commands, 59 deterministic detection rules, and real-time browser iteration to help AI-generated frontends escape homogeneous design templates (such as 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

06｜TradingAgents ⭐ 114,556 (24h +900)

TradingAgents is a financial trading research framework based on a multi-agent LLM architecture. It simulates the collaborative division of labor in a real trading company, with analyst agents (fundamental, sentiment, news, technical) working together, then outputting trading decisions after debate and risk review. It targets quantitative researchers, AI finance experimenters, and algorithmic trading developers for market analysis and strategy backtesting research.

Project page: github.com/TauricResearch/TradingAgents

07｜claude-seo ⭐ 20,809 (24h +748)

Claude SEO is an open source SEO plugin for Claude Code, providing 25 sub-skills and 18 dedicated agents covering technical SEO, E-E-A-T, Schema, GEO/AEO, local and international SEO, etc. It can audit in parallel and output verifiable optimization action plans. Suitable for SEO agencies and in-house SEO teams.

Project page: github.com/AgriciDaniel/claude-seo

08｜cindy ⭐ 4,810 (24h +745)

Cindy is an open source, out-of-the-box AI agent supporting Claude Code and Codex with multiple models and tools, capable of doing real work locally in projects and applications. It can drive browsers, computers, and phones, handle instant messaging and scheduling, and supports custom memory, skills, automation, and plugins. Targets developers, tech teams, and enterprises. Its desktop and mobile clients are pnpm monorepos, Apache-2.0 licensed.

Project page: github.com/makecindy/cindy

09｜microduck ⭐ 11,603 (24h +641)

Microduck is a ~25 cm, 800 g biped robot with a control brain implemented in Rust. It uses reinforcement learning (PPO) to generate ONNX policies that drive 15-axis servos, enabling walking, rolling, grasping, and standing. It provides a programmable, updatable software and hardware platform for robot enthusiasts and researchers.

Project page: github.com/pollen-robotics/microduck

10｜aerial-tv ⭐ 4,973 (24h +618)

Aerial is a tvOS-style desktop launcher designed for domestic Android TVs. It offers a clean interface with no ads and no recommendation feeds, supports wallpapers, screensavers, quick input source switching, and one-click ADB installation. Compatible with Xiaomi, TCL, and other TV brands.

Project page: github.com/pengchujin/aerial-tv

11｜coolify ⭐ 64,331 (24h +618)

Coolify is an open source, self-hosted PaaS platform offering functionality similar to Vercel, Heroku, and Netlify. It supports managing servers via SSH, deploying apps, databases, and 360+ one-click services, with Git integration, automated deployment, network configuration, backup, and monitoring. Targets developers and operations teams wanting cloud-platform convenience on their own hardware.

Project page: github.com/coollabsio/coolify

12｜neuron-explorer ⭐ 637 (24h +600)

Neuron Explorer is a neuron visualization and steering tool for the Qwen3.5-4B large language model. It runs positive and negative push experiments on each MLP neuron across multiple prompts, keeps all rollout data, and displays layer, activation, and lens information in a 3D interface. Helps researchers and developers analyze model internals and make real-time steering adjustments.

Project page: github.com/lyramakesmusic/neuron-explorer

13｜thinkrail ⭐ 1,642 (24h +561)

ThinkRail is a lightweight TypeScript IDE integrating the pi code agent. It supports creating isolated workspaces in the git working tree, automatically learning the project and generating tools. It offers a splittable workbench, real-time chat, Specs management, and full GitHub PR interaction, helping developers collaborate and automate efficiently.

Project page: github.com/JetBrains/thinkrail

14｜android-ad-cleaner ⭐ 739 (24h +542)

Android Ad Cleaner is a desktop client that needs no root or flashing, helping users disable ads, trending searches, news recommendations, and marketing push notifications on domestic Android phones. It connects via USB debugging, offers one-click AI smart execution or manual checkboxes, and supports restoration. For regular phone users and developers.

Project page: github.com/rddmwmddr/android-ad-cleaner

15｜gdirect ⭐ 548 (24h +535)

gdirect is a terminal tool written in Rust to browse, download, upload, and mount Google Drive. It scans reachable Google IPs and uses multi-connection, resumable direct connections to improve transfer speeds. Suitable for users who need to manage Drive files efficiently in command line or scripts.

Project page: github.com/mizorewww/gdirect

16｜ex-ussr-kinship-research ⭐ 529 (24h +529)

ex-USSR Kinship Research is a Python-based AI agent skill for genealogy research in the former Soviet Union. It reads church, civil, military, exile, and repression archives, providing traceable evidence, kinship charts, and auditable reports. Suitable for individuals or researchers needing rigorous family history verification.

Project page: github.com/DenisSergeevitch/ex-ussr-kinship-research

17｜day-trader-skill ⭐ 1,582 (24h +477)

Day Trader skill is a Claude-based Python toolset providing 11 day-trading functions, including chart scanning, news monitoring, entry/exit timing, risk and budget management, order execution, and trade result simulation. It helps day traders run full-process trading decisions and backtests with public data, no API keys or extra dependencies needed.

Project page: github.com/Jakeschincariol/day-trader-skill

18｜BeautifulRust ⭐ 685 (24h +476)

Beautiful Rust is a Claude Code plugin providing the rust-best-practices skill, helping Claude follow authoritative guides such as Google, Rust official, and Effective Rust when writing Rust code, producing idiomatic, robust, maintainable Rust. For developers using Claude programming assistants, especially teams needing to improve Rust code quality.

Project page: github.com/morganlinton/BeautifulRust

19｜word-atlas ⭐ 401 (24h +401)

词光 Word Atlas is a free open source IELTS vocabulary web app with 7,298 CEFR A1-C2 words. Each word has original illustrations, British and American pronunciations, and two example sentences. It uses the FSRS review algorithm to help users recall actively. Suitable for learners who want no-login, visual and auditory memorization.

Project page: github.com/designfuchen/word-atlas

20｜dimensional-drawing ⭐ 458 (24h +380)

dimensional-drawing is an HTML-based open source tool providing a