#jupyter_notebook #gemini #large_language_models #llm #openai #training #transformers

This project shows how to build and train a transformer language model from scratch in PyTorch. It uses the Pile dataset, tokenizes text with tiktoken, and stores tokens in HDF5 files for faster training. The code includes attention, MLP, transformer blocks, training, saving, and text generation. The benefit is that you can learn how LLMs work and train your own small or large model on a single GPU, then use it to generate text for your own tasks.

https://github.com/FareedKhan-dev/train-llm-from-scratch

#go #hysteria #hysteria2 #naive_proxy #shadowsocks #shadowtls #sing_box #trojan #tuic #vless #vmess

S-UI is a web panel for managing SagerNet/Sing-Box. It supports many protocols, several languages, traffic routing, client and system status, and subscription links. It runs on Linux, Windows, and partly on macOS, and can be installed by script, manually, or with Docker. It also supports HTTPS and dark/light mode. This helps you set up and control your proxy service more easily from one place.

https://github.com/alireza0/s-ui

#csharp #agent_skills

.NET Agent Skills is a set of curated skills and custom agents for coding tools that help with common .NET tasks like coding, data access, debugging, builds, NuGet, upgrades, MAUI, AI, templates, testing, ASP.NET, and new .NET 11 features. You can install them in Copilot CLI, Claude Code, VS Code, Cursor, or Codex CLI. The benefit is faster, more accurate .NET help with less guesswork, so you can build, fix, and improve projects more easily.

https://github.com/dotnet/skills

#python #agentic_ai #agentic_workflow #agents #function_calling #llama_cpp #llamafile #llm #ollama #python #self_hosted #tool_calling

Forge is a Python tool that makes self-hosted LLM tool-calling more reliable. It helps local models handle multi-step tasks with guardrails, better context control, and support for Ollama, llama-server, Llamafile, and Anthropic. You can use it as a workflow runner, middleware, or proxy server with OpenAI-style clients. The benefit is fewer broken tool calls, better results on small models, and easier setup for agent apps, chat tools, and long-running sessions.

https://github.com/antoinezambelli/forge

#typescript #antigravity_skills #business_knowledge #claude_code #claude_skills #codebase_analysis #codex #codex_skills #developer_tools_ai_agent #gemini_cli_skills #karpathy_llm_wiki #knowledge_base #knowledge_graph #memory #opencode_skills #pi_agent #understandcode #vibe_coding

Understand Anything turns a codebase or docs into an interactive knowledge graph you can search, explore, and ask questions about. It works with tools like Claude Code, Codex, Cursor, Copilot, and Gemini CLI. You can see files, functions, classes, and dependencies in one place, get plain-English explanations, and find what changes affect before you commit. This helps you learn large projects faster, understand how pieces fit together, and save time when onboarding or reviewing code.

https://github.com/Lum1104/Understand-Anything

#other

CFnew v2.9.8 is a Cloudflare Worker/Pages tool for managing VLESS, Trojan, and xhttp subscriptions with a simple web panel, custom paths, ECH support, delay testing, and many client formats. It now builds Clash, Sing-box, Surge, Loon, and Quantumult X configs directly, so setup is faster and more reliable. For you, this means easier deployment, instant config changes without redeploying, better performance, and more control over proxy and region settings.

https://github.com/byJoey/cfnew

#rust #analytics #bi #data_visualization #javascript #jupyter #python #real_time #webassembly

Perspective is a fast tool for exploring large and streaming data. It lets you build dashboards, reports, notebooks, and apps with tables and many chart types. It works in the browser, Python, and Rust, and can connect to data sources like DuckDB or Arrow. This helps you quickly see patterns, make better decisions, and analyze data without heavy setup.

https://github.com/perspective-dev/perspective

#javascript #ai_agent #ai_presentation #api #gamma #powerpoint_automation #powerpoint_free #powerpoint_generation #presentation

Presenton is an open-source tool that makes AI slides and lets you use your own models, keys, templates, and data. You can run it in Docker, on your computer as a desktop app, or in the browser, and export slides as editable PPTX or PDF. This gives you more privacy, more control, and no lock-in or forced subscriptions.

https://github.com/presenton/presenton

#python #infra #long #nvfp4 #parallel #real_time #video_generation

LongLive 2.0 helps generate long videos faster by using NVFP4, parallel processing, and multi-shot support for training and inference. It can reach up to 45.7 FPS while keeping good quality, and it also supports real-time, user-guided video generation. The benefit is that you can make long videos more quickly and efficiently, with less computing cost and smoother interactive use.

https://github.com/NVlabs/LongLive

#python #ai_agents #claude_code #cloud_security #cybersecurity #devsecops #ethical_hacking #incident_response #infosec #llm #malware_analysis #mcp #mitre_attack #nist_csf #osint #penetration_testing #red_team #security #security_automation #threat_hunting #threat_intelligence

Anthropic Cybersecurity Skills is a free, open-source library with 754 ready-made security skills for AI agents across 26 domains. It helps an AI act more like a senior security analyst by giving clear workflows, checks, and verification steps. It also maps each skill to major security frameworks like MITRE ATT&CK, NIST CSF 2.0, ATLAS, D3FEND, and NIST AI RMF. The benefit is faster, smarter, and more reliable security work with less guesswork.

https://github.com/mukul975/Anthropic-Cybersecurity-Skills

#python

Plugins help Claude act like a specialist for different jobs, such as sales, marketing, finance, data, and support. They connect Claude to your tools, add useful skills, and give quick slash commands for common tasks. You can also change them to match your company’s words, systems, and ways of working. This saves time, reduces repeat work, and gives more consistent results because Claude can work more like part of your team.

https://github.com/anthropics/knowledge-work-plugins

#swift #amp #claude_code #codex #gemini #ghostty #opencode #terminal #tmux

cmux is a fast macOS terminal app made for AI coding work. It gives you vertical tabs, split panes, clear notifications, and a built-in browser, so you can manage many agent sessions in one place and quickly see which one needs attention. It also works with your Ghostty settings, supports SSH, custom commands, session restore, and automation through a CLI and API. This helps you stay organized, save time, and work more smoothly with coding agents.

https://github.com/manaflow-ai/cmux

#javascript #android #awesome #awesome_list #free_apps #ios #linux #macos #microsoft #mobile #windows

This page is a big list of free apps for Windows, Mac, Linux, Android, and iOS, sorted by what they do, like audio, browsers, security, video, games, editing, and file tools. It helps you quickly find a useful app for your device, especially if you want free or open-source software. The page also marks which apps are recommended and which are available on each platform, so you can choose faster and avoid wasted downloads.

https://github.com/Axorax/awesome-free-apps

#other

This skill helps you remove AI-like writing patterns so your prose sounds more natural, direct, and human. It gives clear rules for cutting banned phrases, avoiding cliché structures, using active voice, and checking quality, which helps you write cleaner text faster and make your work sound more trustworthy.

https://github.com/hardikpandya/stop-slop

#shell #agent #ai #claude #claude_code #codex #coding #design #frontend #lowcode #nocode #skill #skills #vibecoding

Taste Skill is a set of portable AI design tools that helps agents build better-looking interfaces with stronger layout, spacing, typography, and motion instead of plain, boilerplate UIs. It also includes image tools for web, mobile, and brand reference boards, so you can create polished design frames, then turn them into code with tools like Codex, Cursor, or Claude Code. The benefit is faster work with better visual quality and less repetitive design output.

https://github.com/Leonxlnx/taste-skill