# GitNova — what’s taking off on GitHub right now

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.

Data as of 2026-10-30 11:02 UTC, updated every 30 minutes. 2,731 repositories tracked.

For agents: https://gitnova.dev/llms.txt · search: https://gitnova.dev/api/v1/search?q=… · MCP: https://gitnova.dev/mcp · any page as Markdown — append .md to its URL

## Top 50 by magnitude right now

1. **HKUDS/DeepTutor** — 8.9 · Breakout · AI agents · Python · +1,186 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 2,476 by evening
   A lifelong personalized AI tutor with long-term memory: builds learning paths, reads documents and books, and runs practice and assessments via a multi-agent system and RAG.
   Full card: https://gitnova.dev/en/r/HKUDS/DeepTutor.md
2. **togg53192-cmd/jailbreaks** — 8.9 · Breakout · Language models · +866 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 1,924 by evening
   A collection of 31 system prompts, persona locks, and AGENTS.md files for 25+ models (Claude, Gemini, Grok, GLM, DeepSeek, Kimi, Qwen, Gemma, GPT-OSS). Intended for research on how instruction hierarchies and policy overrides affect model…
   Full card: https://gitnova.dev/en/r/togg53192-cmd/jailbreaks.md
3. **Donchitos/Claude-Code-Game-Studios** — 8.7 · Breakout · AI agents · Shell · +734 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 1,445 by evening
   A Claude Code configuration that turns a single session into a structured game studio: 49 specialized subagents, 74 slash-command skills, hooks, rules and templates mirroring a real studio hierarchy. It adds design reviews, QA passes and…
   Full card: https://gitnova.dev/en/r/Donchitos/Claude-Code-Game-Studios.md
4. **ccch1mneyyy/dsh-Go** — 8.6 · Breakout · AI agents · Dart · +1,352 stars measured 2026-10-30, 00:18–10:48 UTC, ≈ 2,307 by evening
   Unofficial Android client for DeepSeek Harness: runs DSH on the phone in a built-in Linux environment without root or Termux, and can also remotely control DSH on your computer.
   Full card: https://gitnova.dev/en/r/ccch1mneyyy/dsh-Go.md
5. **qybaihe/bla** — 8.0 · Early signal · Security · TypeScript · +400 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 855 by evening
   BLA (Blind LLM Agents) is a defensive tool that poisons release artifacts (binaries, Electron/ASAR, JS bundles, Python, WASM, models, SQLite) so AI reverse-engineering agents hit resource budgets, follow decoys, and burn tokens while…
   Full card: https://gitnova.dev/en/r/qybaihe/bla.md
6. **herdrdev/herdr-app** — 7.9 · Early signal · Developer tools · Rust · +328 stars measured 2026-10-30, 03:05–10:48 UTC, ≈ 600 by evening
   Desktop app for terminals and coding agents: organizes work into spaces, tabs and panes, shows agent status, and keeps terminals running when the window closes. Supports remote machines over SSH.
   Full card: https://gitnova.dev/en/r/herdrdev/herdr-app.md
7. **paipiange/nvzhuang** — 7.9 · Early signal · Generative media · Go · +576 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 1,011 by evening
   A static catalog of 1407 AI-generated women's clothing images with bilingual search and optional virtual try-on via external image generation models.
   Full card: https://gitnova.dev/en/r/paipiange/nvzhuang.md
8. **pbakaus/impeccable** — 7.9 · Breakout · AI agents · Rust · +1,004 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 2,265 by evening
   A set of commands and detector rules for AI coding agents that helps them produce better frontend design instead of generic templates. Installs as a skill into Claude Code, Cursor, Codex and other harnesses.
   Full card: https://gitnova.dev/en/r/pbakaus/impeccable.md
9. **milind-soni/OpenMausBot** — 7.8 · Breakout · AI agents · TypeScript · +411 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 876 by evening
   ,
   Full card: https://gitnova.dev/en/r/milind-soni/OpenMausBot.md
10. **CopilotKit/OpenBot** — 7.8 · Breakout · AI agents · TypeScript · +300 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 645 by evening
   A platform for running AI coworkers inside your own infrastructure: each gets a browser, files and tools, with every action going through a gateway for approval and audit. Works with any AG-UI agent.
   Full card: https://gitnova.dev/en/r/CopilotKit/OpenBot.md
11. **Orkas-AI/Orkas** — 7.7 · Breakout · AI agents · JavaScript · Not enough measurements today
   A local-first desktop app with a team of AI agents: a Commander turns a goal into to-dos and coordinates 16 built-in specialists plus external coding agents (Claude Code, Codex, etc.) within projects with scheduling and connectors.
   Full card: https://gitnova.dev/en/r/Orkas-AI/Orkas.md
12. **valentderah/totk-pc-recomp** — 7.7 · Early signal · Games & graphics · C · +418 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 866 by evening
   Static recompilation of The Legend of Zelda: Tears of the Kingdom into a native Windows x86-64 application with a Vulkan renderer. Game files are not included; you need your own copy.
   Full card: https://gitnova.dev/en/r/valentderah/totk-pc-recomp.md
13. **l0ng-ai/openidea** — 7.5 · Early signal · Developer tools · TypeScript · +426 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 804 by evening
   A native IDE with a Rust core that recreates the familiar IntelliJ IDEA workflow: keymap, tool windows and search-everywhere. It bundles an editor, code insight, debugger, Git, terminal, database and HTTP clients for 60+ languages.
   Full card: https://gitnova.dev/en/r/l0ng-ai/openidea.md
14. **elayadesign/ai-design-skills** — 7.5 · Breakout · AI agents · +535 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 1,131 by evening
   A collection of markdown-based design skills for AI coding tools like Claude Code, Cursor, Codex and Windsurf, covering landing page design and turning static designs into animated showcases.
   Full card: https://gitnova.dev/en/r/elayadesign/ai-design-skills.md
15. **SheepSeb/tinyworldformer** — 7.1 · Early signal · AI agents · Rust · +142 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 268 by evening
   A research project running two tiny neural networks on a Raspberry Pi Pico 2 W: a looped-transformer world model that predicts the next frame and reward, and an actor network that plays the generated game.
   Full card: https://gitnova.dev/en/r/SheepSeb/tinyworldformer.md
16. **anhao/ai-pose-gallery-zh** — 7.1 · Peaking · Generative media · HTML · +537 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 1,178 by evening
   Chinese localization of an AI pose reference gallery: 1439 records and 2878 images with a ready-to-deploy dependency-free static site. Useful for artists and 3D modelers picking poses.
   Full card: https://gitnova.dev/en/r/anhao/ai-pose-gallery-zh.md
17. **unclebob/ub-mode** — 7.0 · Peaking · AI agents · +449 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 962 by evening
   An agent skill that enforces disciplined software engineering practices when writing or changing code: TDD, root-cause fixes, behavior testing, and quality gates via mutation testing. Installed as SKILL.md into the agent's skills directory.
   Full card: https://gitnova.dev/en/r/unclebob/ub-mode.md
18. **jackwener/DeepseekHarness-Android** — 6.9 · Early signal · AI agents · Kotlin · +197 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 400 by evening
   Android app that runs DeepSeek Harness (dsh) on-device without root or Termux, letting an LLM agent read the screen, operate apps, change system settings and run scheduled or conditional automations.
   Full card: https://gitnova.dev/en/r/jackwener/DeepseekHarness-Android.md
19. **horizon-rust/horizon** — 6.9 · Breakout · Games & graphics · Rust · +204 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 486 by evening
   A from-scratch Rust reimplementation of Minecraft: Java Edition that loads vanilla worlds and is validated against the original through 281 differential test harnesses. It also exposes a CLI and MCP interface so scripts and AI agents can…
   Full card: https://gitnova.dev/en/r/horizon-rust/horizon.md
20. **nightly-labs/openbot** — 6.9 · Breakout · AI agents · TypeScript · +269 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 587 by evening
   A local-first desktop workspace for persistent AI teammates: each agent (Codex, Claude, Grok, and others) gets its own workspace, task queues, file sharing, an embedded browser, and agent-to-agent messaging.
   Full card: https://gitnova.dev/en/r/nightly-labs/openbot.md
21. **BryceYuuu/RUN** — 6.9 · Early signal · Productivity & self-hosted · Python · +246 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 501 by evening
   An open-source handbook on emigrating abroad, covering 36 European countries and 110+ immigration routes with key figures, flowcharts and document checklists. Aimed at people planning relocation via digital nomad, skilled work, study,…
   Full card: https://gitnova.dev/en/r/BryceYuuu/RUN.md
22. **HRuiCcc/RuiC-PoseAtlas** — 6.8 · Early signal · Web & frontend · JavaScript · +162 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 313 by evening
   A fully static, zero-dependency multilingual gallery of 288 human pose reference sets (1,439 mannequin line-art images) with five viewing angles each, search, filters, keyboard browsing and PNG downloads.
   Full card: https://gitnova.dev/en/r/HRuiCcc/RuiC-PoseAtlas.md
23. **InukaAsith/TwinDesk** — 6.8 · Breakout · Productivity & self-hosted · JavaScript · +389 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 735 by evening
   TwinDesk links multiple computers and Android devices into a single workspace, sharing mouse, keyboard, screens, clipboard, files, notifications and sound over LAN or USB without any cloud account.
   Full card: https://gitnova.dev/en/r/InukaAsith/TwinDesk.md
24. **smithjohn78390/tongjiang-lab** — 6.8 · Early signal · Learning & lists · HTML · +138 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 313 by evening
   Free interactive 3D science lessons for high school physics, chemistry, biology and geography: 55 lessons, each a single self-contained HTML file that works offline.
   Full card: https://gitnova.dev/en/r/smithjohn78390/tongjiang-lab.md
25. **wangzan101/Mika** — 6.7 · Early signal · AI agents · Kotlin · +167 stars measured 2026-10-30, 05:09–10:48 UTC, ≈ 326 by evening
   Mika is an on-device AI agent for Android that carries out one-sentence requests by operating apps and the web on a hidden background screen while you keep using your phone. It uses your own model API key, with no project servers.
   Full card: https://gitnova.dev/en/r/wangzan101/Mika.md
26. **sleepy-zone/ai-ref-library-cn** — 6.7 · Early signal · Generative media · JavaScript · +152 stars measured 2026-10-30, 03:05–10:48 UTC, ≈ 309 by evening
   A Chinese-language search interface for three sets of AI drawing reference materials (faces, poses, clothing) by author agi/gia, with translated tags, bilingual search and one-click prompt copying.
   Full card: https://gitnova.dev/en/r/sleepy-zone/ai-ref-library-cn.md
27. **AgriciDaniel/claude-seo** — 6.6 · Breakout · AI agents · Python · +213 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 501 by evening
   SEO analysis plugin for Claude Code: 26 sub-skills and 19 agents run in parallel across technical SEO, E-E-A-T, Schema.org, GEO/AEO, local and international SEO, producing a prioritized action plan.
   Full card: https://gitnova.dev/en/r/AgriciDaniel/claude-seo.md
28. **da-luce/astroterm** — 6.5 · Breakout · Science & research · C · +187 stars measured 2026-10-30, 03:46–10:48 UTC, ≈ 315 by evening
   A terminal planetarium written in C: renders real-time positions of stars, planets, constellations and Moon phases as ASCII art right in the command line. Configurable by date, time and observer coordinates.
   Full card: https://gitnova.dev/en/r/da-luce/astroterm.md
29. **interplains/Zero-Breach-Toolkit** — 6.5 · Peaking · Security · Python · +127 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 405 by evening
   Free offline scanner for traces of known mercenary spyware (Pegasus, Predator, Graphite, Candiru) on Windows computers, Android phones and iPhone backups. Read-only, makes no network requests, and states the limits of every check.
   Full card: https://gitnova.dev/en/r/interplains/Zero-Breach-Toolkit.md
30. **amosblomqvist/learnharness** — 6.5 · Peaking · Learning & lists · TypeScript · +130 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 315 by evening
   A desktop app that uses AI agents to plan and teach lessons from your current understanding to a goal, tracking progress in a persistent knowledge graph.
   Full card: https://gitnova.dev/en/r/amosblomqvist/learnharness.md
31. **looplj/reveric** — 6.5 · Early signal · AI agents · Dart · +108 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 222 by evening
   A local-first Flutter desktop workspace for writing novels, adapting scripts and producing short dramas, with an AI agent that operates across all project modules.
   Full card: https://gitnova.dev/en/r/looplj/reveric.md
32. **JetBrains/thinkrail** — 6.4 · Breakout · AI agents · TypeScript · +320 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 730 by evening
   JetBrains' agentic IDE built around the pi coding agent: isolated git-worktree workspaces, living SPEC.md specs, Agent Skills and MCP servers. Desktop app or browser CLI.
   Full card: https://gitnova.dev/en/r/JetBrains/thinkrail.md
33. **shirai91/nx2android** — 6.4 · Early signal · Games & graphics · C · +78 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 198 by evening
   A compatibility layer for porting Nintendo Switch games to Android: the game's arm64 code runs natively, Switch system services are replaced by a host, and NVN graphics are replayed on Vulkan. Requires your own game files and prod.keys.
   Full card: https://gitnova.dev/en/r/shirai91/nx2android.md
34. **lexifina/global-law** — 6.2 · Early signal · Data & analytics · HTML · +110 stars measured 2026-10-30, 05:09–10:48 UTC, ≈ 223 by evening
   A git-based corpus that interleaves the law histories of many jurisdictions into one timeline, with each country's law as a submodule and each commit one law taking effect. Includes an MCP server for querying what the law said on any date.
   Full card: https://gitnova.dev/en/r/lexifina/global-law.md
35. **anonnerdfrenzy/survival-llm** — 6.2 · Early signal · AI agents · Python · +60 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 140 by evening
   A local offline LLM assistant with a library of ~1.5M survival, medical and how-to articles; every answer cites the exact source passage.
   Full card: https://gitnova.dev/en/r/anonnerdfrenzy/survival-llm.md
36. **MarkBlah/smsofdeath** — 6.2 · Early signal · Security · Java · +75 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 184 by evening
   Proof-of-concept Android app that sends a crafted 8-byte WAP Push PDU via SMS to crash com.android.phone on the target handset, dropping active calls without user interaction.
   Full card: https://gitnova.dev/en/r/MarkBlah/smsofdeath.md
37. **D3voz/openjutsu** — 6.2 · Early signal · Generative media · TypeScript · +98 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 221 by evening
   A local web app for swapping characters and objects in videos: drop a video and a character photo, and the main person in the frame is replaced by your character while camera, cuts and soundtrack stay intact. Runs on your own GPU via…
   Full card: https://gitnova.dev/en/r/D3voz/openjutsu.md
38. **osolmaz/switch** — 6.2 · Early signal · AI agents · TypeScript · +61 stars measured 2026-10-30, 05:51–10:49 UTC, ≈ 145 by evening
   A TypeScript framework for building harnesses around decision models: your code turns task state into typed questions, and the model picks answers step by step until it can respond. Aimed at developers building eval judges, game agents…
   Full card: https://gitnova.dev/en/r/osolmaz/switch.md
39. **Nutlope/hallmark** — 6.2 · Peaking · Web & frontend · CSS · +307 stars measured 2026-10-30, 00:15–10:48 UTC, ≈ 828 by evening
   A design skill for Claude Code, Codex, Cursor and OpenCode that builds pages from 48 material themes and lints the result in a real browser against typical AI-generated tells.
   Full card: https://gitnova.dev/en/r/Nutlope/hallmark.md
40. **pingdotgg/t3code** — 6.1 · Breakout · AI agents · TypeScript · +378 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 834 by evening
   T3 Code is an agent harness control surface for agents on your machine, with mobile (iOS, Android), web and Electron desktop apps. It works with your Claude Code, Codex, Cursor, Grok Build, OpenCode and Google Antigravity subscriptions if…
   Full card: https://gitnova.dev/en/r/pingdotgg/t3code.md
41. **MemPalace/mempalace** — 6.1 · Breakout · AI agents · Python · Not enough measurements today
   Local-first AI memory system that stores conversation history verbatim and retrieves it via semantic search, with a structured index of wings, rooms and drawers. Pluggable backend (ChromaDB by default), MCP server, no API calls.
   Full card: https://gitnova.dev/en/r/MemPalace/mempalace.md
42. **lightpanda-io/browser** — 6.1 · Breakout · AI agents · Zig · Not enough measurements today
   Lightpanda is a headless browser written from scratch in Zig, designed for AI agents and automation. It is not a Chromium fork and uses ~16x less memory and runs ~9x faster than headless Chrome.
   Full card: https://gitnova.dev/en/r/lightpanda-io/browser.md
43. **Humpalumps/Ultra-Water** — 6.1 · Early signal · Games & graphics · JavaScript · +94 stars measured 2026-10-30, 00:16–10:49 UTC, ≈ 205 by evening
   Real-time ocean renderer for three.js on WebGL2: FFT waves, shore breakers, foam, caustics, underwater rendering and buoyancy at 200+ fps.
   Full card: https://gitnova.dev/en/r/Humpalumps/Ultra-Water.md
44. **lovisdotio/video-to-game** — 6.0 · Early signal · AI agents · HTML · +55 stars measured 2026-10-30, 03:46–10:49 UTC, ≈ 129 by evening
   A skill for coding agents that turns a short gameplay video into a playable browser game in Three.js, generating all assets via fal. Works with Claude Code, Codex, Cursor and Gemini.
   Full card: https://gitnova.dev/en/r/lovisdotio/video-to-game.md
45. **OpenBMB/MiniCPM-OCR** — 5.9 · Early signal · Language models · TypeScript · +81 stars measured 2026-10-30, 00:16–10:49 UTC, ≈ 187 by evening
   MiniCPM-OCR is an open-source OCR model family for parsing Chinese and English documents and PDFs into Markdown or JSON, with a 2B model (Jev) that scores recognition quality per region.
   Full card: https://gitnova.dev/en/r/OpenBMB/MiniCPM-OCR.md
46. **KeygraphHQ/shannon** — 5.9 · Breakout · Security · TypeScript · +96 stars measured 2026-10-30, 00:16–10:49 UTC, ≈ 218 by evening
   Autonomous AI pentester for web applications and APIs: analyzes source code, finds attack vectors, and runs real exploits, reporting only vulnerabilities with a working proof-of-concept.
   Full card: https://gitnova.dev/en/r/KeygraphHQ/shannon.md
47. **routerhubSI/openrouter-alternative** — 5.9 · Early signal · Language models · +0 stars measured 2026-10-30, 00:23–10:49 UTC, ≈ 42 by evening
   An AI model gateway offering one prepaid API key with OpenAI- and Anthropic-compatible interfaces, including separate uncensored and abliterated DeepSeek, GLM and Qwen entries. The repository is a migration guide from OpenRouter plus a…
   Full card: https://gitnova.dev/en/r/routerhubSI/openrouter-alternative.md
48. **rddmwmddr/android-ad-cleaner** — 5.9 · Cooling · Productivity & self-hosted · Python · +209 stars measured 2026-10-30, 00:16–10:49 UTC, ≈ 430 by evening
   A tool to disable system ads, trending feeds, content recommendations and marketing push notifications on Chinese Android phones without root, with rollback support and AI-agent execution.
   Full card: https://gitnova.dev/en/r/rddmwmddr/android-ad-cleaner.md
49. **zeabur-oss/zeabur** — 5.9 · Early signal · DevOps & infrastructure · Rust · +53 stars measured 2026-10-30, 00:16–10:48 UTC, ≈ 130 by evening
   Self-hosted PaaS on your own Kubernetes: shows the cluster as projects and services, explains problems in plain words and lets you change things safely. Keeps no state of its own — no database, no custom resources.
   Full card: https://gitnova.dev/en/r/zeabur-oss/zeabur.md
50. **Renhuai123/ziwei-doushu** — 5.9 · Breakout · Other · TypeScript · +593 stars measured 2026-10-30, 00:16–10:49 UTC, ≈ 1,259 by evening
   Open-source Zi Wei Dou Shu chart engine based on Ni Haixia's Tianji system: full chart algorithm, four transformations, pattern knowledge base and classical texts, plus a dataset of 674,976 charts with 13-dimension interpretations.
   Full card: https://gitnova.dev/en/r/Renhuai123/ziwei-doushu.md

## Categories

- AI agents (511): https://gitnova.dev/en/c/ai_agents.md
- Apps (168): https://gitnova.dev/en/c/apps.md
- Games & graphics (161): https://gitnova.dev/en/c/games.md
- Developer tools (143): https://gitnova.dev/en/c/devtools.md
- Security (133): https://gitnova.dev/en/c/security.md
- Productivity & self-hosted (97): https://gitnova.dev/en/c/productivity.md
- Generative media (94): https://gitnova.dev/en/c/gen_media.md
- Language models (94): https://gitnova.dev/en/c/llm.md
- DevOps & infrastructure (76): https://gitnova.dev/en/c/infra.md
- Hardware, IoT & robotics (69): https://gitnova.dev/en/c/hardware.md
- Learning & lists (52): https://gitnova.dev/en/c/learning.md
- Web & frontend (42): https://gitnova.dev/en/c/web.md
- Other (41): https://gitnova.dev/en/c/other.md
- Finance & crypto (38): https://gitnova.dev/en/c/finance.md
- Backend & databases (38): https://gitnova.dev/en/c/backend.md
- Data & analytics (27): https://gitnova.dev/en/c/data.md
- Science & research (19): https://gitnova.dev/en/c/science.md

## Archive by day

- 2026-10-30: https://gitnova.dev/en/day/2026-10-30.md
- 2026-10-29: https://gitnova.dev/en/day/2026-10-29.md
- 2026-10-28: https://gitnova.dev/en/day/2026-10-28.md
- 2026-10-27: https://gitnova.dev/en/day/2026-10-27.md
- 2026-10-26: https://gitnova.dev/en/day/2026-10-26.md
- 2026-10-25: https://gitnova.dev/en/day/2026-10-25.md
- 2026-10-24: https://gitnova.dev/en/day/2026-10-24.md