GitNova

GitHub seismograph — discoveries and growing interest

What’s taking off on GitHub right now — and whether the stars are real

Find a project for your task ↓

Strongest tremors

days with far more stars than usual

2,691 repositories trackedupdated every 30 minutessuspicious star growth flagged and explained

Рост за

На графиках — дневной прирост звёзд. Масштаб у каждого проекта свой; красным отмечены всплески.

    Top by magnitude right now

    For AI agents: llms.txt, Markdown, API and MCP · Markdown

    1. 8.9
      togg53192-cmd/jailbreaks

      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…

      BreakoutLanguage models+804 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 1,922 by evening

    2. 8.8
      HKUDS/DeepTutor

      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.

      BreakoutAI agentsPython+1,141 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 2,517 by evening

    3. 8.6
      ccch1mneyyy/dsh-Go

      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.

      Early signalAI agentsDart+1,259 stars measured 2026-10-30, 00:18–10:05 UTC, ≈ 2,228 by evening

    4. 8.4
      Donchitos/Claude-Code-Game-Studios

      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…

      BreakoutAI agentsShell+692 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 1,437 by evening

    5. 7.9
      paipiange/nvzhuang

      A static catalog of 1407 AI-generated women's clothing images with bilingual search and optional virtual try-on via external image generation models.

      Early signalGenerative mediaGo+547 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 997 by evening

    6. 7.9
      herdrdev/herdr-app

      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.

      Early signalDeveloper toolsRust+289 stars measured 2026-10-30, 03:05–10:05 UTC, ≈ 560 by evening

    7. 7.9
      pbakaus/impeccable

      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.

      BreakoutAI agentsRust+958 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 2,307 by evening

    8. 7.8
      milind-soni/OpenMausBot

      ,

      BreakoutAI agentsTypeScript+388 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 880 by evening

    9. 7.8
      CopilotKit/OpenBot

      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.

      BreakoutAI agentsTypeScript+276 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 638 by evening

    10. 7.7
      qybaihe/bla

      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…

      Early signalSecurityTypeScript+378 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 860 by evening

    11. 7.7
      valentderah/totk-pc-recomp

      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.

      Early signalGames & graphicsC+393 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 866 by evening

    12. 7.5
      l0ng-ai/openidea

      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…

      Early signalDeveloper toolsTypeScript+412 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 812 by evening

    13. 7.5
      elayadesign/ai-design-skills

      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.

      BreakoutAI agents+509 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 1,142 by evening

    14. 7.1
      SheepSeb/tinyworldformer

      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.

      Early signalAI agentsRust+130 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 259 by evening

    15. 7.1
      anhao/ai-pose-gallery-zh

      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.

      PeakingGenerative mediaHTML+515 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 1,201 by evening

    16. 7.0
      unclebob/ub-mode

      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…

      PeakingAI agents+423 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 967 by evening

    17. 7.0
      jackwener/DeepseekHarness-Android

      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.

      Early signalAI agentsKotlin+187 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 402 by evening

    18. 6.9
      horizon-rust/horizon

      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…

      BreakoutGames & graphicsRust+186 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 484 by evening

    19. 6.9
      nightly-labs/openbot

      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.

      BreakoutAI agentsTypeScript+256 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 595 by evening

    20. 6.9
      BryceYuuu/RUN

      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,…

      Early signalProductivity & self-hostedPython+234 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 504 by evening

    21. 6.8
      HRuiCcc/RuiC-PoseAtlas

      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.

      Early signalWeb & frontendJavaScript+145 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 299 by evening

    22. 6.8
      smithjohn78390/tongjiang-lab

      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.

      Early signalLearning & listsHTML+137 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 328 by evening

    23. 6.8
      InukaAsith/TwinDesk

      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.

      BreakoutProductivity & self-hostedJavaScript+367 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 728 by evening

    24. 6.8
      wangzan101/Mika

      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…

      Early signalAI agentsKotlin+153 stars measured 2026-10-30, 05:09–10:05 UTC, ≈ 316 by evening

    25. 6.7
      sleepy-zone/ai-ref-library-cn

      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.

      Early signalGenerative mediaJavaScript+141 stars measured 2026-10-30, 03:05–10:05 UTC, ≈ 305 by evening

    26. 6.6
      AgriciDaniel/claude-seo

      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.

      BreakoutAI agentsPython+206 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 516 by evening

    27. 6.5
      looplj/reveric

      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.

      Early signalAI agentsDart+103 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 224 by evening

    28. 6.5
      interplains/Zero-Breach-Toolkit

      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…

      PeakingSecurityPython+119 stars measured 2026-10-30, 00:15–10:05 UTC, ≈ 420 by evening

    29. 6.5
      da-luce/astroterm

      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.

      BreakoutScience & researchC+174 stars measured 2026-10-30, 03:46–10:05 UTC, ≈ 303 by evening

    30. 6.5
      amosblomqvist/learnharness

      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.

      PeakingLearning & listsTypeScript+123 stars measured 2026-10-30, 00:16–10:05 UTC, ≈ 322 by evening