GitHub Trends

#rust #ai #ai_ocr #attention_mechanism #gnn #gnn_model #gnns #graph #graph_neural_networks #llm_inference #low_latency #mincut #neo4j #ocr #onnx #rust #vector #wasm RuVector is a free, open-source vector database that gets smarter with every query. Unlike static databases, it learns from usage via GNN layers, runs LLMs locally with no cloud costs, supports graph queries like Neo4j, scales freely across nodes, and deploys as a single self-booting file (125ms startup). Run with `npx ruvector`. You benefit from faster, more accurate AI search that improves automatically, zero operating costs, full offline/privacy control, and easy scaling—perfect for RAG, agents, or edge apps without vendor lock-in. https://github.com/ruvnet/ruvector

#python Agent Skills for Context Engineering offers free, open skills to master context engineering—curating AI model inputs like prompts, tools, history, and docs for top performance despite limited attention. Learn fundamentals, architectures (multi-agent, memory), tools, evaluation, and new skills like hosted agents and BDI mental states via Claude Code plugins or any platform. Examples include digital brain OS and book-writing pipelines. You gain reliable AI agents that cut errors, boost speed (up to 55% faster tasks), reduce costs, and deliver accurate results for projects. https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering

#javascript #anthropic #anthropic_ai #anthropic_claude #claude #claude_api #claude_code #claude_code_ui #claudecode #gui #mobile_first #react #ui Cloud CLI (Claude Code UI) is a free, responsive app for desktop and mobile that lets you manage Claude Code, Cursor CLI, or Codex projects anywhere. View sessions, chat interactively, edit files with syntax highlighting, use Git tools, and run a built-in terminal—no installs needed (just run `npx @siteboon/claude-code-ui`). Enable tools safely and add optional AI task planning. This benefits you by giving a user-friendly interface over terminal CLIs, so you code, collaborate, and stay productive on any device without context switches or setup hassle. https://github.com/siteboon/claudecodeui

#typescript GitNexus indexes your codebase into a knowledge graph tracking dependencies, call chains, clusters, and flows, then connects AI agents like Cursor and Claude Code via CLI tools for reliable analysis. Run `npx gitnexus analyze` from your repo root to start—it auto-generates context files and MCP setup. Use tools like `impact` for change risks or `rename` for safe refactors. This boosts your productivity by preventing AI blind edits, cutting debugging time, and enabling smaller models to grasp full architecture fast. https://github.com/abhigyanpatwari/GitNexus

#dart #clash #clashmeta #ech #hysteria #hysteria2 #proxy #reality #shadowsocks #shadowtls #sing_box #singbox #ssh #tuic #v2ray #vless #vmess #wireguard #xray Hiddify is a free, ad-free, open-source proxy VPN app for Android, iOS, Windows, macOS, and Linux. It uses Sing-box to support protocols like Vless, Reality, Hysteria, TUIC, WireGuard, and SSH, with auto node selection by delay, subscription updates, TUN mode, and traffic info. Download from app stores or GitHub. It benefits you by providing secure, fast, private internet access to bypass restrictions in places like Iran or China, ensuring unrestricted browsing without costs or ads. https://github.com/hiddify/hiddify-app

#python #agents #claude #cursor #databricks #vibecoding The Databricks AI Dev Kit enhances AI-driven development by providing your coding assistant (Claude Code, Cursor, etc.) with trusted Databricks knowledge and best practices. It includes a Python library, MCP server with 50+ tools, markdown skills teaching Databricks patterns, and a web-based builder app. You can build Spark pipelines, jobs, dashboards, knowledge assistants, and deploy ML models faster and smarter. The benefit is that your AI coding assistant gains direct access to Databricks functionality and patterns, enabling you to develop data and AI applications more efficiently with built-in governance and best practices. https://github.com/databricks-solutions/ai-dev-kit

#python Hugging Face Skills are ready-to-use folders with instructions, scripts, and tools for AI agents to handle tasks like creating datasets, training models, running evaluations, managing jobs, and publishing papers. They work seamlessly with tools like Claude Code, OpenAI Codex, Gemini CLI, and Cursor—just install via simple commands and mention the skill in your instructions, such as "Use the HF model trainer skill." This saves you time by automating complex Hugging Face Hub operations, letting your agent execute them accurately without manual coding. https://github.com/huggingface/skills

#python #bytetrack #multi_object_tracking #oc_sort #sort Trackers is a simple Python library (pip install trackers) for multi-object tracking that plugs into any detection model like YOLO. Use it via CLI on videos/webcams or in Python code with trackers like ByteTrack (top performer on MOT17/SportsMOT benchmarks) to add labels and trajectories. Evaluate with MOT metrics too. Benefit: Quickly add reliable object tracking to your computer vision projects for real-time apps like traffic or sports analysis, saving time on custom code. https://github.com/roboflow/trackers

#go #ai_agents #ai_security_tool #anthropic #autonomous_agents #golang #gpt #graphql #multi_agent_system #offensive_security #open_source #openai #penetration_testing #penetration_testing_tools #react #security_automation #security_testing #security_tools #self_hosted PentAGI is an AI-powered tool that automates penetration testing with smart agents using 20+ pro tools like nmap and metasploit in a safe Docker sandbox. It researches vulnerabilities, executes attacks, stores knowledge for reuse, and creates detailed reports via a simple web UI. Quick setup needs Docker, an LLM API key (OpenAI/Anthropic), and `docker compose up -d`. This saves you hours of manual work, speeds up secure testing, cuts errors, and helps find issues faster for better protection. https://github.com/vxcontrol/pentagi

#typescript Core libraries and experimental work for Effect v4 https://github.com/Effect-TS/effect-smol

#cplusplus Electrobun lets you build ultra-fast, tiny desktop apps in TypeScript for macOS, Windows, and Linux. Start with `npx electrobun init` for quick templates, get ~12-14MB bundles using system webviews and Bun runtime, and send tiny 14KB updates via bsdiff patches. It offers typed RPC for main-webview communication, fast startup under 50ms, and full tools for building, signing, and shipping. You benefit by coding once in familiar TypeScript, skipping Electron's bloat or Tauri's Rust, to ship performant apps in minutes with easy distribution and low user downloads. https://github.com/blackboardsh/electrobun

#shell FriendlyWrt firmware uses GitHub Actions for easy building and download from releases. Login as root with password "password" at IP 192.168.2.1. Same file works for SD card or eMMC: flash to SD first, boot, go to System > eMMC Tools in web menu, upload file to install—no unzip needed; device auto-reboots from eMMC. Latest updates (to 2025) add devices like NanoPi-R76S/M5, fix fans/WiFi, upgrade OpenWrt to 24.10.4 and kernels. This gives you stable, customizable router OS fast, saving compile time and boosting performance. https://github.com/friendlyarm/Actions-FriendlyWrt

#python This Claude Code Telegram Bot connects your Telegram messenger to Claude AI, letting you work with your code projects from anywhere without needing a terminal. You can chat naturally with Claude to analyze, edit, or explain your code, run tests, and manage files—all from your phone. The bot maintains conversation history for each project, so Claude remembers context between chats. It includes security features like user authentication and directory protection, plus it can handle webhooks and scheduled tasks. The main benefit is productivity on the go: you get AI-powered coding assistance instantly through a messaging app you already use daily, transforming your phone into a development tool. https://github.com/RichardAtCT/claude-code-telegram

#typescript #crm #crm_platform #erp #typescript Open Mercato is an AI-ready ERP framework that lets you start building enterprise business systems with 80% of features already built—including CRM, order management, and commerce tools. You customize the remaining 20% to match your specific needs without modifying the core system. It's modular and extensible, meaning you can add your own features as plugins that won't break when you update. The benefit is faster time-to-market: instead of building everything from scratch, you get a production-ready foundation with built-in security, multi-tenant support, and AI integration, so your team focuses on what truly differentiates your business. https://github.com/open-mercato/open-mercato

#other #awesome_list #awesone #distrubuted #global #infra #onboarding #paas #saas #toolbox Free SaaS tools span multiple business functions—from project management (Asana, Trello) and CRM (HubSpot, Zoho) to design (Figma), video conferencing (Zoom), and data analysis—enabling startups and small teams to operate efficiently without upfront costs. Many platforms offer free tiers with essential features, allowing you to test tools before upgrading. This approach lets you build a complete tech stack affordably, scale gradually as your business grows, and allocate budget toward features that directly drive revenue rather than basic software licenses. https://github.com/LlamaGenAI/awesome-free-saas

#go #coolq #cqhttp #cqhttp_mirai #go #go_cqhttp #golang #group_manager #mirai #mirai_bot #nonebot #onebot #onebot_plugin #onebot_sdk #plugin #qq #qq_bot #qqbot #qqrobot #websocket #zerobot ZeroBot-Plugin is a comprehensive utility plugin collection for the ZeroBot chatbot framework, offering over 100 features across entertainment, management, and productivity categories. The system provides high-priority functions like chat management, sleep tracking, and group administration, alongside mid-tier features such as image generation, music streaming, and game simulations. Users benefit from flexible plugin control—enabling or disabling specific features per group—and dynamic loading capabilities that reduce program size. The platform supports multiple deployment methods, from pre-compiled releases to local compilation, making it accessible whether you prefer ready-to-use binaries or customized builds. With extensive command options, scheduled task triggers, and AI integration, ZeroBot-Plugin transforms group chat management into an automated, entertaining experience while maintaining user control over which features activate in specific communities. https://github.com/FloatTech/ZeroBot-Plugin

#typescript Online file converters let you transform files between different formats without installing software. Most tools are limited—they only convert between similar file types (images to images, videos to videos) and require uploading your files to servers, which raises privacy concerns. Convert.to.it offers a truly universal solution that handles conversions across different media types, so you can convert an AVI video to a PDF or any other combination. Simply upload your file, select your desired output format, and the tool attempts to deliver results even for unusual conversions. This saves you time, protects your privacy by minimizing server uploads, and provides flexibility for unconventional file transformation needs that standard converters won't handle. https://github.com/p2r3/convert

#cplusplus Pyrite64 is an open-source visual editor and engine for creating 3D games that run on real Nintendo 64 consoles or accurate emulators. It uses community libraries like Libdragon and tiny3d instead of proprietary Nintendo SDKs, avoiding legal complications. The tool features automatic toolchain installation, Blender model importing, HDR and bloom rendering, and a node-graph editor for scripting. You benefit by building authentic N64 games without wrestling with outdated 1990s development tools—the integrated environment handles compilers, dependencies, and asset management automatically, letting you focus on game creation rather than technical setup. https://github.com/HailToDodongo/pyrite64

#typescript Qwen Code is a free, open-source AI agent that runs in your terminal to understand codebases, automate tasks, refactor functions, and generate tests. Install easily with one curl command on Linux/macOS or Windows, then run "qwen" and sign in via Qwen OAuth for 1,000 free daily requests or use API keys from OpenAI/Anthropic/Gemini. It offers subagents for complex work, IDE integrations, and headless mode. You benefit by shipping code faster, reducing tedious work, and staying productive in your terminal without switching tools. https://github.com/QwenLM/qwen-code

#typescript #ai #cli #summarize #typescript Summarize is a fast tool for summarizing URLs, PDFs, images, audio/video, YouTube, and podcasts via Chrome Side Panel (with chat and history), Firefox Sidebar, or CLI. Install the extension from Chrome Web Store, add the local daemon with `npm i -g @steipete/summarize` and `summarize daemon install --token <TOKEN>`, then get one-click summaries, YouTube slides with OCR/timestamps, streaming Markdown, and media transcription. It saves time by quickly digesting long content so you focus on key insights without reading everything. https://github.com/steipete/summarize