Repository of the Day - yc-software/qm, and Daily Trends - August 3, 2026
Published: 8/3/2026
This daily roundup highlights repository momentum from GitGenius analytics for August 3, 2026, using UTC daily deltas in stars and subscribers.
The scan reviewed 2234 repositories, with 2085 repos contributing star deltas and 2085 repos contributing subscriber deltas.
Repo of the day
yc-software/qm led the day with +2432 stars to 9557 total stars and +18 subscribers to 46 total subscribers. Multiplayer agent harness for work
Fastest rising repos
- yc-software/qm - +2432 stars (9557 total), language: TypeScript. Multiplayer agent harness for work
- zhaoxuya520/reverse-skill - +2358 stars (15682 total), language: PowerShell. Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
- firecrawl/pdf-inspector - +2061 stars (8099 total), language: Rust. Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based PDFs to enable smart routing decisions.
- microsoft/AI-For-Beginners - +1728 stars (60672 total), language: Jupyter Notebook. 12 Weeks, 24 Lessons, AI for All!
- mattpocock/skills - +1594 stars (201453 total), language: Shell. Skills for Real Engineers. Straight from my .agents directory.
Subscriber surge
- yc-software/qm - +18 subscribers (46 total), +2432 stars. Multiplayer agent harness for work
- diegosouzapw/OmniRoute - +13 subscribers (227 total), +915 stars. Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 500+ contributors
- microsoft/AI-For-Beginners - +11 subscribers (625 total), +1728 stars. 12 Weeks, 24 Lessons, AI for All!
- mattpocock/skills - +9 subscribers (1180 total), +1594 stars. Skills for Real Engineers. Straight from my .agents directory.
- tailwindlabs/tailwindcss - +9 subscribers (752 total), +87 stars. A utility-first CSS framework for rapid UI development.
Hidden gems
- HarbourMasters/Lighthouse - +68 stars to 285 total stars, 11 subscribers
- canonical/maas - +3 stars to 491 total stars, 29 subscribers. Official MAAS repository. Bugs are tracked on Launchpad: https://bugs.launchpad.net/maas
- Raccoon254/Aviator-Automated-Betika-Bot - +2 stars to 167 total stars, 30 subscribers. Automated Aviator Betting Bot for Betika, Spribe & Other Aviator-style sites | Node.js + Puppeteer | Smart bankroll & Martingale strategies | Real-time analytics
- nteract/nteract - +2 stars to 157 total stars, 4 subscribers. We're back! Now firing notebooks out of a t-shirt gun.
- wenfeng110402/AppleMusic-Downloader - +2 stars to 309 total stars, 1 subscribers. 一个图形化AppleMusic下载器
Language movers
- python - +17052 stars across 370 repos. Example repos: microsoft/agent-lightning, volcengine/MineContext, hsliuping/TradingAgents-CN
- typescript - +15254 stars across 245 repos. Example repos: nrwl/nx, OpenCut-app/OpenCut, QwenLM/qwen-code
- rust - +6486 stars across 90 repos. Example repos: BloopAI/vibe-kanban, farion1231/cc-switch, firecracker-microvm/firecracker
- jupyter notebook - +4684 stars across 37 repos. Example repos: fastai/fastai, NVIDIA/DeepLearningExamples, google-research/google-research
- go - +3844 stars across 184 repos. Example repos: argoproj/argo-workflows, hyperion-cs/dpi-checkers, Tencent/WeKnora
Category spotlight
- machine learning - +9810 stars across 209 repos. Example repos: timescale/pg-aiguide, onnx/onnx, fastai/fastai
- automation - +5823 stars across 136 repos. Example repos: microsoft/agent-lightning, shiyu-coder/Kronos, disler/claude-code-hooks-mastery
- deep learning - +5518 stars across 118 repos. Example repos: QwenLM/qwen-code, deepinsight/insightface, facebookresearch/sam3
- natural language processing - +4422 stars across 79 repos. Example repos: fastai/fastai, NVIDIA-NeMo/Gym, KeygraphHQ/shannon
- typescript - +3964 stars across 29 repos. Example repos: iOfficeAI/AionUi, obra/superpowers, ibelick/ui-skills
Maintainer watch
- microsoft - +3684 stars across 31 repos. Example repos: microsoft/terminal, microsoft/agent-lightning, microsoft/VibeVoice
- firecrawl - +2619 stars across 3 repos. Example repos: firecrawl/pdf-inspector, firecrawl/firecrawl, firecrawl/firecrawl-mcp-server
- yc-software - +2432 stars across 1 repos. Example repos: yc-software/qm
- zhaoxuya520 - +2358 stars across 1 repos. Example repos: zhaoxuya520/reverse-skill
- mattpocock - +1633 stars across 5 repos. Example repos: mattpocock/course-video-manager, mattpocock/skills, mattpocock/sandcastle