GitHub Top 10, Week 45 of 2026
Nov 2, 2026 - Nov 8, 2026
The ten repositories that gained the most stars on GitHub in the week of Nov 2, 2026 - Nov 8, 2026, counted from GitHub's public event log. A star is a bookmark, not an endorsement: the commit counts and flags below show which ones people are actually building.
| # | Repository | New stars | Stars | Commits (30 days) | License |
|---|---|---|---|---|---|
| 1 | vercel-labs/agent-desktop | 13,712 | 20,368 | 81 | Apache-2.0 |
| 2 | ccch1mneyyy/dsh-Go | 10,106 | 17,518 | 1,233 | AGPL-3.0 |
| 3 | cloudflare/security-audit-skill | 9,782 | 67,962 | 0 | MIT |
| 4 | pingdotgg/t3code | 9,641 | 53,967 | 4,735 | MIT |
| 5 | NVIDIA/auto-ontology | 9,327 | 10,982 | 95 | Apache-2.0 |
| 6 | cactus-compute/cactus | 8,447 | 14,620 | 34 | Apache-2.0 |
| 7 | Ebony-Vinyl/dsh-our-free-model | 8,361 | 67,323 | 510 | MIT |
| 8 | mattpocock/skills | 8,218 | 319,633 | 8 | MIT |
| 9 | deepseek-ai/deepseek-harness | 6,251 | 277,325 | 3,855 | MIT |
| 10 | debpalash/VoiceStudio | 6,016 | 106,055 | 3,178 | AGPL-3.0 |
1. vercel-labs/agent-desktop
Computer use CLI for AI agents
13,712 new stars this week. 81 commits and 12 closed issues in the 30 days to Nov 8, 2026. Rust, Apache-2.0 license, created Feb 19, 2026.
2. ccch1mneyyy/dsh-Go
dsh-go - DeepSeek Harness 装进口袋：手机本机运行，也能遥控你的电脑。
10,106 new stars this week. 1,233 commits and 202 closed issues in the 30 days to Nov 8, 2026. Dart, AGPL-3.0 license, created Oct 25, 2026. Worth noting: created Oct 25, 2026, new this fortnight.
3. cloudflare/security-audit-skill
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
9,782 new stars this week. 0 commits and 4 closed issues in the 30 days to Nov 8, 2026. JavaScript, MIT license, created Jun 18, 2026. Worth noting: no commits in the 30 days to the week's end.
4. pingdotgg/t3code
No description.
9,641 new stars this week. 4,735 commits and 2794 closed issues in the 30 days to Nov 8, 2026. TypeScript, MIT license, created Feb 8, 2026.
5. NVIDIA/auto-ontology
Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.
9,327 new stars this week. 95 commits and 2 closed issues in the 30 days to Nov 8, 2026. Python, Apache-2.0 license, created Apr 27, 2026.
6. cactus-compute/cactus
Sub-50mb agentic, voice and vision intelligence for consumer devices.
8,447 new stars this week. 34 commits and 16 closed issues in the 30 days to Nov 8, 2026. Python, Apache-2.0 license, created Feb 24, 2026.
7. Ebony-Vinyl/dsh-our-free-model
在 dsh 里装上这个插件即可，无需登录、注册或填 API Key，就能使用包括 DeepSeek V4.1 Flash、Kimi K3 在内的前沿模型 - - 完全免费，不限量。 All you do is install this plugin in dsh: no login, no sign-up, no API key - the frontier models are just there, DeepSeek V4.1 Flash and Kimi K3 among them. Completely free, with no usage cap.
8,361 new stars this week. 510 commits and 317 closed issues in the 30 days to Nov 8, 2026. JavaScript, MIT license, created Sep 24, 2026.
8. mattpocock/skills
Skills for Real Engineers. Straight from my .agents directory.
8,218 new stars this week. 8 commits and 60 closed issues in the 30 days to Nov 8, 2026. Shell, MIT license, created Feb 3, 2026.
9. deepseek-ai/deepseek-harness
DeepSeek Harness: Everything is a Plugin.
6,251 new stars this week. 3,855 commits and 0 closed issues in the 30 days to Nov 8, 2026. TypeScript, MIT license, created Aug 13, 2026.
10. debpalash/VoiceStudio
VoiceStudio is the open-source, fully-local ElevenLabs alternative - voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
6,016 new stars this week. 3,178 commits and 296 closed issues in the 30 days to Nov 8, 2026. Python, AGPL-3.0 license, created Apr 9, 2026.
The week's story
These are the GitHub repos that gained the most stars in week 45, from November 2 to November 8. The numbers are measured by us, from our own snapshots of November 3 and November 9. That is six days, not seven, so every count runs a little low. We count down the top five: what each one does, why it climbed, and whether you should try it. Then five more, and week five of our mystery repo.
Number five. Auto Ontology, from NVIDIA, with 9,327 new stars, new to our list. It builds a map of a company's data for AI agents: where each number lives, what it means, and where it came from. NVIDIA puts it plainly: a revenue number answered faster is worth nothing if it is wrong. It does not take outside contributions yet. Verdict: try it if you run agents on company data.
Number four. T3 Code, last week's number one, with 9,641 new stars, now near 54,000 in total. A control surface for the coding agents already on your machine. It still ships several builds a day. Verdict: try it.
Number three. Cloudflare's security audit skill, with 9,782 new stars. Number one two weeks ago, number five last week, and back up to three, with no commits in more than 30 days. Verdict: try it, on your own code.
Number two. DSH Go, with 10,106 new stars, born on October 25. It is an Android app for DeepSeek Harness: run the agent on your phone, or use the phone to drive the one on your computer. It shipped five releases this week. Its README also says iOS comes faster the more stars it gets. Verdict: try it, with care on the phone controls.
Number one. Agent Desktop, from Vercel Labs, with 13,712 new stars, new to our list. It gives an AI agent computer use on Mac, Windows and Linux, without screenshots. It reads each app's accessibility tree, the same map screen readers use, and hands the agent a reference for every button it can press. The agent clicks, reads the screen again, and checks. There is no model inside: the loop lives in your agent. Verdict: try it, and keep its snapshots out of public logs.
Also climbing this week: Cactus, small on-device AI for phones. Matt Pocock's skills. DeepSeek Harness. VoiceStudio, in our list for the sixth week in a row. And Scrapling, a web scraping framework.
And week five of our mystery repo. REA promises to reverse engineer anything with agents. On October 5 it had about 3,600 stars. On November 9, almost 447,000, with more than 110,000 forks. The climb keeps slowing: about 3,300 new stars a day, down from 4,600. We still make no claim about what happened. A star is a bookmark, not a review.
So this week, agents got hands: on your desktop, and on your phone. The full radar is at kargin-utkin.com.
*How this is made: stars, forks, commits, issues and releases are counted from GH Archive, the public record of GitHub events, for the Friday-to-Thursday window. Lists, courses and prompt collections are left out. Descriptions are each project's own. *