#python #apple_silicon #inference_server #llm #macos #mlx #openai_api

# oMLX: Run AI Models Faster on Your Mac

oMLX is a tool that lets you run large language models directly on your Mac with Apple Silicon chips. It uses smart memory management—keeping frequently used models in RAM and storing less-used ones on your SSD—so everything runs smoothly without slowdowns. You control everything from a simple menu bar app or web dashboard. It works with many popular AI models and connects easily to coding tools like Claude Code. The benefit is you get powerful AI capabilities locally on your Mac without needing cloud services, saving money and keeping your data private while enjoying fast, responsive performance.

https://github.com/jundot/omlx

#typescript #auto_publish #douyin #douyin_api #electron_app #electron_react #kuaishou #kwai #published #shipinhao #tool #xiaohongshu

# AiToEarn creating content using AI, publishing it across 12+ major platforms like TikTok, YouTube, Instagram, and LinkedIn all at once, and earning money through different payment models based on sales, engagement, or views. The platform also includes tools for automatic social media interactions and comment management. You can use it directly online without setup, or deploy it yourself. This saves creators time on manual posting and helps them reach global audiences while earning income from their content.

https://github.com/yikart/AiToEarn

#typescript #agents #code_review #doctor #react #skill

React Doctor is a free tool that scans your React codebase with one command (`npx react-doctor@latest .`), giving a 0-100 health score and fixing issues in state, effects, performance, security, accessibility, and dead code. It works with Next.js, Vite, React Native, GitHub Actions, and AI agents like Claude. Customize via config, ignore rules, or use as ESLint/oxlint plugin. This saves you time debugging bad code from agents or teams, boosts app quality, and prevents costly errors. Try the demo at react.doctor.

https://github.com/millionco/react-doctor

#rust

OpenHuman is a free, open-source AI assistant that installs easily on your desktop with a simple UI and mascot that speaks, remembers you, and joins meetings. It connects to 118+ apps like Gmail, Notion, and GitHub via one-click login, auto-pulls fresh data every 20 minutes into a private Memory Tree and editable Obsidian wiki on your device. Built-in tools handle coding, web search, voice, and smart token compression to cut costs by 80%. You'll get instant, personalized help that knows your work deeply from day one, saving time and boosting productivity without vendor lock-in.

https://github.com/tinyhumansai/openhuman

#python #academic_pipeline #academic_writing #ai_research #claude #claude_code #literature_review #peer_review #prompt_engineering

# Academic Research Skills for Claude Code

This is a comprehensive toolkit that helps you write research papers from start to finish. Instead of AI writing your paper alone, it works as your research partner—handling the tedious work like finding sources, checking citations, and organizing arguments, while you focus on the thinking and writing that only you can do.

The system includes four main tools: Deep Research (for finding and organizing information), Academic Paper (for writing), Academic Paper Reviewer (for getting feedback), and Academic Pipeline (which coordinates everything together). You can use individual tools or run the complete pipeline. It supports multiple languages, citation formats, and paper types. The toolkit emphasizes human control at every step—you make the final decisions, and the AI flags potential problems like hallucinated references or weak arguments. Installation takes 30 seconds via plugin marketplace, and it costs roughly $4–6 to write a complete 15,000-word paper.

https://github.com/Imbad0202/academic-research-skills

#java #android_app #android_studio #cam #camera2_api #camerax #fadrec #ffmpeg_android #foss #java #material_design #material_ui #open_source #record_video #screenrecorder #screenrecordingapp #secret_recorder #video_editing #video_editing_tools

FadCam is a free, open-source Android app for privacy-focused video tools discreet personal security, easy content creation, and remote monitoring without privacy risks or ads, saving time and money.

https://github.com/anonfaded/FadCam

#typescript #animation #devtools #particles #threejs #webgl

three.quarks is a fast TypeScript library for creating stunning particle effects in three.js games and web apps. It offers high-performance batch rendering, a visual editor for easy design, Unity import support, and flexible plugins. Install via npm, use simple code to add systems like fire or explosions, or load JSON effects. You benefit by quickly building pro-level VFX without performance issues, saving time with intuitive tools and React integration for immersive experiences.

https://github.com/Alchemist0823/three.quarks

#csharp #activator #debloat #disable_services #disable_windows_defender #disable_windows_services #hwid #kms #monitoring_system #optimazation #registry_tweaks #system_utility #telemetry_disabling #tweaker #windows_10 #windows_11 #windows_debloat #windows_optimization #windows_optimization_tool #windows_optimizer #windows_tweaks

GTweak is a free Windows 10/11 tool (requires .NET 4.8) that activates Windows via HWID/KMS, disables Defender/SmartScreen/UAC/telemetry/ads, removes bloatware like OneDrive/Edge/Cortana, tweaks UI/services/power, clears junk, and runs scripts. Available in 14 languages with easy download. It boosts performance, privacy, and customization on official Windows—saving time and space while disabling tracking for a leaner, faster PC. Disable antivirus first.

https://github.com/Greedeks/GTweak

#python #ai #copilot #development #engineering #prd #spec #spec_driven

# Spec Kit: Build Software Faster with Specifications

Spec Kit is an open-source toolkit that helps you create high-quality software quickly by focusing on what you want to build rather than writing code from scratch. Instead of starting with code, you write clear specifications describing your goals, then the system generates a technical plan and breaks it into tasks that an AI coding agent executes. This approach—called Spec-Driven Development—flips traditional software development by making specifications executable and central to the process. You benefit by reducing rework, maintaining consistency across your project, and letting AI handle repetitive coding while you focus on the important decisions about what to build and why.

https://github.com/github/spec-kit

#rust #mtonga #rust #tolk #ton #ton_blockchain #tooling

Acton is a Rust-based CLI toolkit for TON smart contracts, handling project creation, building, testing, debugging, deploying, and more in one tool. Install easily via curl script, downloads for macOS/Linux, or Docker. Start with `acton new` for templates, build/test/deploy to testnet quickly. Benefits: Saves time with fast native speed, Tolk support, dApp templates, advanced testing (fuzzing, coverage), and browser UI—streamlining your full dev lifecycle without tool juggling.

https://github.com/ton-blockchain/acton

#swift #cpp #csharp #go #ios #java #lightweight #nodejs #on_device #python #rust #swift #text_to_speech #tts #web

Supertonic is a fast, lightweight text-to-speech system that runs directly on your device without needing the internet or cloud services. It supports 31 languages and works across phones, computers, browsers, and other platforms. The system is small enough to run on devices like Raspberry Pi while staying accurate and quick. You get complete privacy since everything happens locally on your device, and you can use it for free with no network dependency. It handles complex text like phone numbers and currency amounts better than many larger systems.

https://github.com/supertone-inc/supertonic