# GitHub trends for November 3, 2026 Peak magnitude of each repository on November 3, 2026 (UTC). Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. 1. **storytold/craft-anything** — 9.3 · Breakout · AI agents · Rust · ≈ +2,986 stars by the end of the day A pure-Rust reverse-engineering engine with 284 tools that inspects websites, apps and games, then has a coding agent rebuild a similar version and checks the result against the original. Full card: https://gitnova.dev/en/r/storytold/craft-anything.md 2. **vercel-labs/agent-desktop** — 9.2 · Breakout · AI agents · Rust · ≈ +2,815 stars by the end of the day Rust CLI that lets AI agents control desktop apps via macOS accessibility trees, with stable element refs and a snapshot-to-action loop. Combines a native binary with a C-ABI cdylib for Python/Swift/Go/Node bindings. Full card: https://gitnova.dev/en/r/vercel-labs/agent-desktop.md 3. **pingdotgg/t3code** — 9.1 · Breakout · AI agents · TypeScript · ≈ +2,980 stars by the end of the day 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 4. **deepseek-ai/dsh-superagent-prototype** — 8.7 · Peaking · AI agents · TypeScript · ≈ +3,687 stars by the end of the day Research prototype of a proactive coding agent for a single GitHub repository, packaged as a bundle for DeepSeek Harness: it listens to GitHub and Feishu, opens work items and replies in the original conversation, for example with a pull… Full card: https://gitnova.dev/en/r/deepseek-ai/dsh-superagent-prototype.md 5. **JiaFeiMiao-K-Cat/DiscImageStudio** — 8.6 · Breakout · Hardware, IoT & robotics · C# · ≈ +1,740 stars by the end of the day A tool for generating and burning CD, DVD and BD-R images so that a picture becomes visible on the disc surface. It offers a WPF app for Windows and an experimental CLI for Linux and macOS. Full card: https://gitnova.dev/en/r/JiaFeiMiao-K-Cat/DiscImageStudio.md 6. **l0ng-ai/openidea** — 8.2 · Breakout · Developer tools · TypeScript · ≈ +884 stars by the end of the day 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 7. **D4Vinci/Scrapling** — 7.7 · Breakout · Data & analytics · Python · ≈ +1,207 stars by the end of the day An adaptive Python web scraping framework: the parser relocates elements when site markup changes, fetchers bypass anti-bot systems like Cloudflare Turnstile, and the spider system scales to concurrent multi-session crawls. Full card: https://gitnova.dev/en/r/D4Vinci/Scrapling.md 8. **Verlintas/NOIR** — 7.5 · Early signal · Security · Kotlin · ≈ +754 stars by the end of the day A desktop CLI that audits Android privacy via adb: it lists apps with sensitive permissions, extracts reporting endpoints from APKs, scores risk, and proposes reversible fixes. Full card: https://gitnova.dev/en/r/Verlintas/NOIR.md 9. **ccch1mneyyy/dsh-Go** — 7.4 · Breakout · AI agents · Dart · ≈ +929 stars by the end of the day 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 10. **Donchitos/Claude-Code-Game-Studios** — 7.4 · Breakout · AI agents · Shell · ≈ +926 stars by the end of the day 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 11. **wangzan101/Mika** — 7.4 · Peaking · AI agents · Kotlin · ≈ +983 stars by the end of the day 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 12. **parallelpan/hongguo-downloader** — 7.2 · Early signal · Apps · ≈ +305 stars by the end of the day A web service for batch-downloading episodes of Chinese short dramas from the Hongguo app: paste a link, processing runs in the cloud, and you pay per episode at pickup. The repo documents the design and architecture only, with no code. Full card: https://gitnova.dev/en/r/parallelpan/hongguo-downloader.md 13. **AssassinCreator/steam-stash-value-report-card** — 7.0 · Early signal · Finance & crypto · Python · ≈ +364 stars by the end of the day CLI tool that values a Steam account and its inventories (CS2, Dota 2, TF2, Rust) using Steam and third-party marketplace prices, exporting shareable PNG cards. Full card: https://gitnova.dev/en/r/AssassinCreator/steam-stash-value-report-card.md 14. **caru-ini/stack-diagram** — 7.0 · Early signal · Developer tools · TypeScript · ≈ +478 stars by the end of the day An agent skill that turns a one-sentence description of your tech stack into an architecture diagram using official brand logos. It works with Claude Code, Codex, Cursor and other skill-capable agents. Full card: https://gitnova.dev/en/r/caru-ini/stack-diagram.md 15. **karpathy/nanochat** — 7.0 · Breakout · Language models · Python · ≈ +406 stars by the end of the day A minimal experimental harness for training LLMs on a single GPU node, covering tokenization, pretraining, finetuning, evaluation and inference. It lets you train a GPT-2-capability model for about $48 and chat with it via CLI. Full card: https://gitnova.dev/en/r/karpathy/nanochat.md 16. **maxwilsoneng2098t9/pdf-compressor-offline** — 7.0 · Early signal · Apps · Python · ≈ +235 stars by the end of the day Offline PDF compressor for Windows with four quality presets, batch processing and drag & drop. Shrinks file size with minimal quality loss and needs no internet. Full card: https://gitnova.dev/en/r/maxwilsoneng2098t9/pdf-compressor-offline.md 17. **maxwilsoneng2098t9/tiktok-comment-automation** — 7.0 · Early signal · Productivity & self-hosted · Python · ≈ +229 stars by the end of the day A TikTok comment automation tool using a sessionid cookie: template rotation, rate limiting and action logging for engagement research. Full card: https://gitnova.dev/en/r/maxwilsoneng2098t9/tiktok-comment-automation.md 18. **milind-soni/OpenMausBot** — 7.0 · Peaking · AI agents · TypeScript · ≈ +515 stars by the end of the day , Full card: https://gitnova.dev/en/r/milind-soni/OpenMausBot.md 19. **mromidev/claude-animated-shorts** — 7.0 · Early signal · Generative media · TypeScript · ≈ +374 stars by the end of the day A free Claude skill that produces 55-70 second vertical animated story shorts with 2D characters in a 3D world, rendered locally via three.js inside Remotion without an AI video generator. Full card: https://gitnova.dev/en/r/mromidev/claude-animated-shorts.md 20. **SplendorHornbill/windows-animated-wallpapers** — 7.0 · Early signal · Apps · Python · ≈ +232 stars by the end of the day An open-source collection of lightweight animated wallpapers for Windows 10/11 with a portable setup tool, 60 FPS playback, 4K support and auto-pause during fullscreen games. Full card: https://gitnova.dev/en/r/SplendorHornbill/windows-animated-wallpapers.md 21. **benjitaylor/skills** — 6.9 · Early signal · AI agents · TypeScript · ≈ +373 stars by the end of the day A collection of skills for AI coding agents, starting with Stageshow, which helps agents build faux product UI in React (stills, feature cards, cursor demos, bento grids) with guidance on composition and motion. Full card: https://gitnova.dev/en/r/benjitaylor/skills.md 22. **hyprwm/Hyprland** — 6.9 · Breakout · Other · C++ · ≈ +456 stars by the end of the day Hyprland is an independent, dynamic tiling Wayland compositor written in C++ with a focus on visual effects and customization. It is not based on wlroots and offers plugins, IPC, and multiple layout modes. Full card: https://gitnova.dev/en/r/hyprwm/Hyprland.md 23. **ivankovic/omnidiff** — 6.8 · Early signal · Developer tools · Rust · ≈ +298 stars by the end of the day A content-aware diff tool that picks a type-specific algorithm per file (code via AST, images, fonts, PDFs, archives) and shows results in a TUI, browser, or headless mode. It integrates with git difftool and editors like VS Code and… Full card: https://gitnova.dev/en/r/ivankovic/omnidiff.md 24. **patch-gg/pixelfx** — 6.8 · Peaking · Games & graphics · JavaScript · ≈ +593 stars by the end of the day A library of 232 pixel art effects and animations (fire, explosions, magic, weather, UI), each a small dependency-free JS module, plus a Claude Code skill for authoring your own. Full card: https://gitnova.dev/en/r/patch-gg/pixelfx.md 25. **RikiyaT/lm_understand-logs** — 6.8 · Early signal · Science & research · Python · ≈ +354 stars by the end of the day Complete logs of every experiment from the blog post 'LLMs can understand and write neural network weights', including prompts, model replies, sandboxed code runs, evaluations and the networks read or written. Full card: https://gitnova.dev/en/r/RikiyaT/lm_understand-logs.md 26. **aaitor/skill-video-studio** — 6.7 · Early signal · AI agents · HTML · ≈ +226 stars by the end of the day A Claude Code skill that turns a product brief into a demo video: Playwright captures real browser interactions, HyperFrames composes branded title cards and chapters, and FFmpeg masters the result locally. Full card: https://gitnova.dev/en/r/aaitor/skill-video-studio.md 27. **heydamir/unslop** — 6.6 · Peaking · AI agents · JavaScript · ≈ +1,107 stars by the end of the day A Claude skill that audits and redesigns AI-generated, «vibecoded» UI screen by screen, replacing purple gradients, glows and emoji labels with a deliberate design direction. Full card: https://gitnova.dev/en/r/heydamir/unslop.md 28. **rerun-build/rerun** — 6.6 · Early signal · AI agents · TypeScript · ≈ +309 stars by the end of the day Platform for hiring AI coworkers: a Foreman plans the team, each agent gets its own memory, skills and computer, connecting to MCP and 200+ integrations. Self-hosted, AGPL-3.0. Full card: https://gitnova.dev/en/r/rerun-build/rerun.md 29. **valentderah/totk-pc-recomp** — 6.6 · Peaking · Games & graphics · C · ≈ +656 stars by the end of the day 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 30. **justrach/nanolight** — 6.5 · Early signal · Productivity & self-hosted · Zig · ≈ +168 stars by the end of the day A cross-platform launcher for Mac, Windows and Linux written in Zig: app search, calculator, Google suggestions, Grok, X and Raycast extension support. About 2 MB, no Electron. Full card: https://gitnova.dev/en/r/justrach/nanolight.md 31. **lightpanda-io/browser** — 6.5 · Breakout · AI agents · Zig · ≈ +374 stars by the end of the day 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 32. **modelflare-ai/AnyModelBot** — 6.4 · Early signal · AI agents · TypeScript · ≈ +690 stars by the end of the day Local-first desktop AI agent app (Windows/macOS/Linux) that runs personal bots on any model via a single Modelflare key, with memory, background tasks, file and computer control, and chat channels like WeChat, Feishu, Telegram, Slack and… Full card: https://gitnova.dev/en/r/modelflare-ai/AnyModelBot.md 33. **Djihads80/Eglantine** — 6.3 · Peaking · Games & graphics · C++ · ≈ +444 stars by the end of the day Eglantine is a free, open-source Nintendo Switch 2 emulator written in C++, derived from Eden, Yuzu and Sudachi. It aims to run commercial Switch 2 games on Windows, Linux, macOS, Android and FreeBSD. Full card: https://gitnova.dev/en/r/Djihads80/Eglantine.md 34. **Gezine/CivSwitch** — 6.3 · Early signal · Security · JavaScript · ≈ +128 stars by the end of the day A toolchain for userland code execution on Nintendo Switch via an XSS in the Civilization 7 chat, using a Raspberry Pi Pico as a USB HID keyboard and a persistent savedata trigger. Full card: https://gitnova.dev/en/r/Gezine/CivSwitch.md 35. **mhfed/vn-law-check** — 6.3 · Early signal · AI agents · Shell · ≈ +142 stars by the end of the day A set of agent instructions and a scanner that audit websites and mobile apps against current Vietnamese law (personal data, e-commerce, cybersecurity, advertising, AI) for Claude Code, Cursor, Copilot, Windsurf and Cline. Full card: https://gitnova.dev/en/r/mhfed/vn-law-check.md 36. **elvarofficial/teardown** — 6.2 · Early signal · AI agents · JavaScript · ≈ +265 stars by the end of the day A Claude Code skill that turns a described machine into an interactive 3D simulator in a single offline HTML page, with panels showing real numbers and an auto-tour mode. Full card: https://gitnova.dev/en/r/elvarofficial/teardown.md 37. **kornia/kornia** — 6.2 · Breakout · Science & research · Python · ≈ +247 stars by the end of the day Kornia is a differentiable computer vision and geometry library built on PyTorch: over 1,200 GPU-accelerated operators for image processing, feature detection/matching, minimal solvers and camera models, all keeping gradients. It is aimed… Full card: https://gitnova.dev/en/r/kornia/kornia.md 38. **patchy631/ai-engineering-hub** — 6.2 · Breakout · Learning & lists · Jupyter Notebook · ≈ +273 stars by the end of the day A collection of 90+ tutorial projects on LLMs, RAG and AI agents, ranging from simple OCR apps to production systems with MCP and multi-agent workflows. Full card: https://gitnova.dev/en/r/patchy631/ai-engineering-hub.md 39. **anomalyco/hex** — 6.1 · Breakout · Apps · Rust · ≈ +403 stars by the end of the day Local-first voice dictation app for macOS, Windows, and Linux. Hold a key, speak, and paste text into any app. Full card: https://gitnova.dev/en/r/anomalyco/hex.md 40. **herdrdev/herdr-app** — 6.1 · Breakout · Developer tools · Rust · ≈ +179 stars by the end of the day 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 41. **smarkyie/NSP-Box** — 6.1 · Early signal · Games & graphics · Python · ≈ +161 stars by the end of the day A portable Windows tool that packages already-extracted ExeFS/RomFS game snapshots and DLC into plaintext NSP files for compatible Switch emulators, with optional reversible emulator patching. Full card: https://gitnova.dev/en/r/smarkyie/NSP-Box.md 42. **The-PR-Agent/pr-agent** — 6.1 · Breakout · AI agents · Python · ≈ +248 stars by the end of the day Open-source AI agent for pull request review: automatically describes, reviews and suggests improvements to PR code via comments or CLI. Supports GitHub, GitLab, Bitbucket, Azure DevOps and various LLMs. Full card: https://gitnova.dev/en/r/The-PR-Agent/pr-agent.md 43. **haydenschmitty/floorplan** — 6.0 · Breakout · Developer tools · JavaScript · ≈ +300 stars by the end of the day A Claude Code plugin that reads your codebase and generates an interactive, plain-English map of its parts, files, and connections. It helps developers understand how an app fits together without reading all the code. Full card: https://gitnova.dev/en/r/haydenschmitty/floorplan.md 44. **max-sixty/worktrunk** — 6.0 · Breakout · Developer tools · Rust · ≈ +333 stars by the end of the day A Rust CLI for managing git worktrees: simplifies creating, switching, merging and removing worktrees so multiple AI agents can run in parallel without conflicts. Full card: https://gitnova.dev/en/r/max-sixty/worktrunk.md 45. **cjpais/Handy** — 5.9 · Breakout · Apps · Rust · ≈ +278 stars by the end of the day Cross-platform desktop app for offline speech-to-text: press a hotkey, speak, and the transcription is pasted into the active text field. Runs locally with Whisper or Parakeet, no cloud. Full card: https://gitnova.dev/en/r/cjpais/Handy.md 46. **physicsdolphin/nv-uefi-unlocker** — 5.9 · Early signal · Hardware, IoT & robotics · Rust · ≈ +249 stars by the end of the day UEFI pre-driver unlocker for NVIDIA GPUs (RTX 20/30/40) that runs a firmware transaction chain before the driver loads to activate hidden GPU performance. The unlock is volatile and must be replayed on every cold boot. Full card: https://gitnova.dev/en/r/physicsdolphin/nv-uefi-unlocker.md 47. **zhanghao123vip/ai-manju-skills** — 5.9 · Early signal · AI agents · ≈ +188 stars by the end of the day A set of 21 genre-specific prompt templates (SKILL.md files) that turn a one-line story idea into a full AI comic-drama pipeline: project plan, asset-image prompts, per-episode scripts, storyboard and video prompts. Works in Claude Code,… Full card: https://gitnova.dev/en/r/zhanghao123vip/ai-manju-skills.md 48. **thedotmack/claude-mem** — 5.8 · Breakout · AI agents · TypeScript · ≈ +921 stars by the end of the day Persistent memory system for Claude Code and other agents: it captures agent actions via lifecycle hooks, compresses them into semantic summaries, and injects relevant context into future sessions. Full card: https://gitnova.dev/en/r/thedotmack/claude-mem.md 49. **DistributorKnit/metatrader-5-bot** — 5.7 · Early signal · Finance & crypto · ≈ +232 stars by the end of the day · unusual star pattern (heuristic) A Windows installer that deploys a local Metatrader 5 bot build via a PowerShell script downloaded from an external server. The README does not describe the bot's functionality, only the installation process. Full card: https://gitnova.dev/en/r/DistributorKnit/metatrader-5-bot.md 50. **ediblepawns/stake-november-monthly** — 5.7 · Early signal · Finance & crypto · ≈ +81 stars by the end of the day A guide to recurring monthly VIP reward systems on online platforms: how cycles, loyalty tiers and activity tracking work, plus a Python script for relative bonus estimation. Full card: https://gitnova.dev/en/r/ediblepawns/stake-november-monthly.md 51. **FlashML-org/FreeToken** — 5.7 · Breakout · Language models · Python · ≈ +556 stars by the end of the day A Mixture-of-Experts inference engine for running frontier-scale open-weight MoE models (290B+) on consumer hardware — GPUs, CPUs, and host memory. Aimed at users who want to run frontier models locally. Full card: https://gitnova.dev/en/r/FlashML-org/FreeToken.md 52. **FrontierHawkStove/atas-trading-bot** — 5.7 · Early signal · Finance & crypto · ≈ +232 stars by the end of the day · unusual star pattern (heuristic) Windows x64 installer that deploys a local build of Atas Trading Bot with features already activated for testing and deployment. Full card: https://gitnova.dev/en/r/FrontierHawkStove/atas-trading-bot.md 53. **github/spec-kit** — 5.7 · Breakout · AI agents · Python · ≈ +585 stars by the end of the day An open-source toolkit for Spec-Driven Development that turns specifications into executable artifacts and guides the process from requirements to implementation with any AI coding agent. Full card: https://gitnova.dev/en/r/github/spec-kit.md 54. **Holdterjetty/discord-server-cloner** — 5.7 · Early signal · Other · ≈ +232 stars by the end of the day · unusual star pattern (heuristic) The repository offers a "pre-activated" Windows installer launched via a PowerShell script that the author claims clones Discord servers. The README contains no code, documentation, or feature description — only instructions for running a… Full card: https://gitnova.dev/en/r/Holdterjetty/discord-server-cloner.md 55. **marbleorbweb94/ninjatrader-bot** — 5.7 · Early signal · Finance & crypto · ≈ +232 stars by the end of the day · unusual star pattern (heuristic) The repository offers a "pre-activated" NinjaTrader build for Windows, distributed via a PowerShell script that downloads and executes code from an external domain. The README does not explain what the bot actually does or which features… Full card: https://gitnova.dev/en/r/marbleorbweb94/ninjatrader-bot.md 56. **guregodevo/memdoor** — 5.6 · Early signal · AI agents · Go · ≈ +56 stars by the end of the day A single-binary CLI coding and automation agent that runs locally or over SSH, keeps multi-step workflows as files in your repo, and can be driven from a terminal, CI, or cron. It reduces token usage by putting a decision model in front… Full card: https://gitnova.dev/en/r/guregodevo/memdoor.md 57. **hongye007/open-pose-costume** — 5.6 · Early signal · Generative media · TypeScript · ≈ +154 stars by the end of the day A bilingual reference studio with 5,855 pose, costume, and character references for character design, drawing practice, and AI generation. It lets you search and combine references, then generate a character image via a configured image… Full card: https://gitnova.dev/en/r/hongye007/open-pose-costume.md 58. **Balanov/shim** — 5.5 · Early signal · AI agents · Go · ≈ +267 stars by the end of the day A local-first AI harness shipped as a single static Go binary: connects any model via OpenAI-compatible or Anthropic APIs, MCP servers and Agent Skills, and accepts natural-language commands. No dependencies, telemetry or background… Full card: https://gitnova.dev/en/r/Balanov/shim.md 59. **schematrix/HAS_Prepper_Disk** — 5.5 · Early signal · Productivity & self-hosted · HTML · ≈ +105 stars by the end of the day A ready-made set of scripts and configuration to deploy an offline knowledge archive (Wikipedia, maps, medical and repair references) on a Raspberry Pi 5 with its own Wi-Fi hotspot, built on Internet-in-a-Box and Kiwix. Full card: https://gitnova.dev/en/r/schematrix/HAS_Prepper_Disk.md 60. **warmbly/warmbly** — 5.5 · Early signal · Productivity & self-hosted · Go · ≈ +97 stars by the end of the day Open-source platform for cold email outreach and mailbox warmup: runs campaigns from mailboxes you already own and tracks opens, clicks, and replies in a shared dashboard. Self-hosted with no cloud dependencies. Full card: https://gitnova.dev/en/r/warmbly/warmbly.md 61. **NiazMorshed2007/reanimate** — 5.4 · Early signal · AI agents · JavaScript · ≈ +173 stars by the end of the day A Claude Code skill that reverse-engineers animations frame by frame from a live site, video or GIF, rebuilds them in your code, and compares recordings of the original and the copy until they match. Full card: https://gitnova.dev/en/r/NiazMorshed2007/reanimate.md 62. **sleepy-zone/char-db-cn** — 5.4 · Early signal · Web & frontend · JavaScript · ≈ +98 stars by the end of the day A Chinese-language search interface for a 1,027-image anime character dress-up library, with tabs for hairstyles, outfits, poses and an assembly page that builds prompts. Full card: https://gitnova.dev/en/r/sleepy-zone/char-db-cn.md 63. **wquguru/shisei** — 5.4 · Early signal · Generative media · Python · ≈ +134 stars by the end of the day A CC0 pose reference library of faceless mannequin line-art drawings: 280 poses across four series, each drawn from five camera angles, meant to be fed to AI image tools as pose references. Names and categories in ja/zh/en/ko. Full card: https://gitnova.dev/en/r/wquguru/shisei.md 64. **AshTypeCutters/sketchup-pro** — 5.3 · Early signal · Other · ≈ +156 stars by the end of the day A repository posing as a pre-activated standalone installer for Sketchup Pro 2026, distributed via a PowerShell script that downloads and executes remote code. It is not an open-source project and contains no actual source code. Full card: https://gitnova.dev/en/r/AshTypeCutters/sketchup-pro.md 65. **BeamSkinkLaud/musicmakerunlimited** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day A Windows x64 installer that downloads and runs a PowerShell setup script for a pre-activated build of Music Maker Unlimited, a music production app. The README gives no real feature details. Full card: https://gitnova.dev/en/r/BeamSkinkLaud/musicmakerunlimited.md 66. **calesthio/OpenMontage** — 5.3 · Breakout · Generative media · Python · ≈ +713 stars by the end of the day Open-source agentic video production system: an AI coding assistant researches, scripts, generates assets, edits and renders a finished video from a plain-language prompt. 12 pipelines, 100+ tools and 700+ agent skill files. Full card: https://gitnova.dev/en/r/calesthio/OpenMontage.md 67. **CircumferenceBanker/autodesk-inventor** — 5.3 · Early signal · Security · ≈ +154 stars by the end of the day The repository poses as an Autodesk Inventor 2026 installer, but actually it is a PowerShell script that downloads and executes code from an external domain under the guise of a "pre-activated" build. It looks like a malicious scheme for… Full card: https://gitnova.dev/en/r/CircumferenceBanker/autodesk-inventor.md 68. **CNCKitchen/ScanRuler** — 5.3 · Early signal · Hardware, IoT & robotics · TypeScript · ≈ +96 stars by the end of the day Browser-based tool for inspecting 3D scans: fits spheres, cylinders and planes, measures deviation from CAD, wall thickness and 2D measurements. Runs locally, no install. Full card: https://gitnova.dev/en/r/CNCKitchen/ScanRuler.md 69. **ConquerorKnight/multiaccountmanager** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day A Windows x64 desktop installer distributed via a PowerShell script that downloads and runs a remote setup, advertised as a pre-activated standalone build for multi-account management. The README contains no real feature documentation,… Full card: https://gitnova.dev/en/r/ConquerorKnight/multiaccountmanager.md 70. **D3voz/openjutsu** — 5.3 · Early signal · Generative media · TypeScript · ≈ +162 stars by the end of the day 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 71. **DiplomatShadow/display-fusion** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day A Windows x64 installer that downloads and runs a PowerShell setup script, presented as a pre-activated standalone build of Display Fusion for offline deployment and testing. The README gives no real feature details beyond installation… Full card: https://gitnova.dev/en/r/DiplomatShadow/display-fusion.md 72. **DivergeClerk/quant-trading-bot** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day A Windows x64 installer for a quant trading bot that claims to include trading algorithms and strategies, distributed as a pre-activated standalone build. The README only provides PowerShell setup commands and SEO-style keywords, with no… Full card: https://gitnova.dev/en/r/DivergeClerk/quant-trading-bot.md 73. **Endgruresurrect/reason-14** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day A repository that claims to be a pre-activated standalone installer for the commercial DAW Reason 14, distributed via a PowerShell script that downloads and runs remote code. The README only contains installation instructions and SEO… Full card: https://gitnova.dev/en/r/Endgruresurrect/reason-14.md 74. **GlossLeopard1/imobie-anytrans** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day Repository offers a "pre-activated" Imobie Anytrans installer for Windows x64, distributed via a PowerShell script that downloads Setup.ps1 from an external domain. The README contains no source code, documentation, or description of… Full card: https://gitnova.dev/en/r/GlossLeopard1/imobie-anytrans.md 75. **Greenyucherish/autodesk-cfd** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day A repository posing as a pre-activated standalone installer for Autodesk CFD 2023, distributed via a PowerShell script that downloads and executes remote code. It is not an open-source project but a software distribution scheme. Full card: https://gitnova.dev/en/r/Greenyucherish/autodesk-cfd.md 76. **GulfPantherRope/ph-downloader** — 5.3 · Early signal · Other · ≈ +153 stars by the end of the day Desktop file-downloader utility for Windows with automation for bulk downloading videos and content from adult sites; distributed as a pre-activated standalone build. Full card: https://gitnova.dev/en/r/GulfPantherRope/ph-downloader.md 77. **InletLeechPillar/honeypot-detector** — 5.3 · Early signal · Security · ≈ +155 stars by the end of the day The repository poses as a Honeypot Detector installer, but its README only instructs users to run a remotely downloaded PowerShell script with antivirus disabled — a typical malware distribution scheme. Full card: https://gitnova.dev/en/r/InletLeechPillar/honeypot-detector.md 78. **JustVugg/colibri** — 5.3 · Breakout · Language models · C · ≈ +693 stars by the end of the day A pure-C, zero-dependency inference engine for running large MoE models (744B–2.8T parameters) on consumer hardware by treating VRAM, RAM, and storage as a single multitier hierarchy and streaming experts from disk. Full card: https://gitnova.dev/en/r/JustVugg/colibri.md 79. **macroshoguncraft/microsoft-office** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day A Windows x64 installer that downloads and runs a PowerShell script to install a pre-activated Microsoft Office build. The README gives no verifiable source, license, or technical details. Full card: https://gitnova.dev/en/r/macroshoguncraft/microsoft-office.md 80. **MegaPharmacistStaple/canva-pro** — 5.3 · Early signal · Apps · ≈ +155 stars by the end of the day Provides a ready, pre-activated installer for desktop use. Aimed at running professional graphic design tools without complex setup. Full card: https://gitnova.dev/en/r/MegaPharmacistStaple/canva-pro.md 81. **MortarSheikhAtrium98/microsoft-visio** — 5.3 · Early signal · Security · ≈ +155 stars by the end of the day The repository poses as a Microsoft Visio 2026 installer, but it is actually a PowerShell script that downloads and executes remote code from a third-party domain. There is no real diagramming software here — a classic malware… Full card: https://gitnova.dev/en/r/MortarSheikhAtrium98/microsoft-visio.md 82. **p-e-w/heretic** — 5.3 · Breakout · Language models · Python · ≈ +456 stars by the end of the day A tool for fully automatic removal of censorship (safety alignment) from transformer-based language models using directional ablation and Optuna-based parameter optimization. Full card: https://gitnova.dev/en/r/p-e-w/heretic.md 83. **PennantOfficialCabin/rx-11-audio-editor** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day A Windows-only installer wrapper distributed through a PowerShell one-liner that downloads and runs a remote script, with no actual audio-editor source code in the repository. It allegedly deploys a pre-activated build of a commercial… Full card: https://gitnova.dev/en/r/PennantOfficialCabin/rx-11-audio-editor.md 84. **PulseIceDominate/foneazy-mobile** — 5.3 · Early signal · Security · ≈ +158 stars by the end of the day A pre-activated Windows x64 installer that uses a PowerShell script to download and execute third-party code from an external domain, presented as a ready-to-run Foneazy Mobile build. Full card: https://gitnova.dev/en/r/PulseIceDominate/foneazy-mobile.md 85. **snatchblazepergola/instagram-liker-bot** — 5.3 · Early signal · Security · ≈ +155 stars by the end of the day A Windows installer that runs a PowerShell script to download and execute a remote payload, presented as an "Instagram Liker Bot" build. The README only describes disabling antivirus and bypassing execution policy to run the script. Full card: https://gitnova.dev/en/r/snatchblazepergola/instagram-liker-bot.md 86. **SonicLarvaAcclaim/chimera** — 5.3 · Early signal · Security · ≈ +155 stars by the end of the day A self-described "pre-activated" installer for Windows x64 that instructs users to run a PowerShell script fetching and executing remote code. The README does not describe any real project purpose and shows signs of a malicious or scam… Full card: https://gitnova.dev/en/r/SonicLarvaAcclaim/chimera.md 87. **StarCommissioner/slideshow-video-maker** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day The repository offers a "pre-activated" Slideshow Video Maker installer for Windows x64, distributed via a PowerShell script that downloads Setup.ps1 from an external domain. Per the README it is not source code but instructions to run a… Full card: https://gitnova.dev/en/r/StarCommissioner/slideshow-video-maker.md 88. **stoneworkerenlarge/wondshare-recoverit** — 5.3 · Early signal · Other · ≈ +155 stars by the end of the day Wondshare Recoverit is a data recovery tool distributed through a PowerShell script; the repository itself contains only a drop-in installer with no source code. Full card: https://gitnova.dev/en/r/stoneworkerenlarge/wondshare-recoverit.md 89. **zortos293/Eglantine** — 5.3 · Early signal · Games & graphics · C++ · ≈ +151 stars by the end of the day Experimental Nintendo Switch 2 emulator in C++, a fork of Eglantine with memory leak fixes, speed improvements and support for more games. Full card: https://gitnova.dev/en/r/zortos293/Eglantine.md 90. **anhao/ai-pose-gallery-zh** — 5.2 · Cooling · Generative media · TypeScript · ≈ +245 stars by the end of the day 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 91. **google/elephant-goldfish-model** — 5.2 · Peaking · AI agents · Python · ≈ +996 stars by the end of the day A plugin for coding agents (Antigravity, Claude Code, Codex) that helps design software: an elephant agent with project context drafts a specification, while fresh zero-context goldfish subagents review it for hidden assumptions and risks. Full card: https://gitnova.dev/en/r/google/elephant-goldfish-model.md 92. **ilikechocopies/sideload-jiostb** — 5.2 · Early signal · Hardware, IoT & robotics · Shell · ≈ +78 stars by the end of the day Step-by-step Windows 11/10 guide to enable network ADB on Jio STB boxes (JMSC200Av2, JMSB200A) via local DNS spoofing and Docker, allowing sideloading of apps and launchers. Full card: https://gitnova.dev/en/r/ilikechocopies/sideload-jiostb.md 93. **morluto/rea** — 5.2 · Steady · AI agents · TypeScript · ≈ +3,317 stars by the end of the day A reverse-engineering tool that lets AI agents inspect apps and native binaries: it connects agents to Hopper or Ghidra via MCP and CLI, helping explain how a feature works and rebuild it in your own project. Full card: https://gitnova.dev/en/r/morluto/rea.md 94. **SAOS-3624/dsh-see-now** — 5.2 · Early signal · AI agents · JavaScript · ≈ +101 stars by the end of the day A DSH plugin that lets an AI see your screen in real time: frames are filtered by change score and packed into a single sheet, so a static screen costs almost no tokens. Full card: https://gitnova.dev/en/r/SAOS-3624/dsh-see-now.md 95. **andreavolpato/spektrafilm** — 5.1 · Breakout · Generative media · Python · ≈ +108 stars by the end of the day Reference Python implementation of physically based spectral simulation of analog photography: from a RAW image through virtual negative, print, and scan using film and paper datasheet data. Full card: https://gitnova.dev/en/r/andreavolpato/spektrafilm.md 96. **yalongwastaken/git-koi** — 5.1 · Early signal · Developer tools · Rust · ≈ +89 stars by the end of the day Generates a pixel-art koi GIF from a GitHub account's public activity, with colors from languages, growth from contributions, and streaks affecting its look. Runs as a nightly GitHub Action for profile READMEs, from the CLI, or as a Rust… Full card: https://gitnova.dev/en/r/yalongwastaken/git-koi.md 97. **alexrlocke/neorex** — 5.0 · Early signal · Developer tools · Zig · ≈ +43 stars by the end of the day A Neovim frontend that maps Neovim windows into Rex terminal panes, with one background Neovim sharing buffers, registers and LSP across panes. Written in Zig, macOS only. Full card: https://gitnova.dev/en/r/alexrlocke/neorex.md 98. **Balanov/uncut** — 5.0 · Early signal · AI agents · Go · ≈ +131 stars by the end of the day A tiny headless coding-agent harness in Go for shell pipelines, CI, and local models. Sends the full conversation on every call without truncating context or output. Full card: https://gitnova.dev/en/r/Balanov/uncut.md 99. **BryceYuuu/RUN** — 5.0 · Peaking · Productivity & self-hosted · Python · ≈ +400 stars by the end of the day · unusual star pattern (heuristic) 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 100. **deepseek-ai/deepseek-harness** — 5.0 · Steady · AI agents · TypeScript · ≈ +1,134 stars by the end of the day Open-source agent harness by DeepSeek AI written in TypeScript, built on an everything-is-a-plugin architecture powered by Cordis. It runs as a web UI via npx and serves as a base for composing AI agents from plugins. Full card: https://gitnova.dev/en/r/deepseek-ai/deepseek-harness.md 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