#python

SkillSpector scans AI agent skills before you install them and flags risky code, hidden instructions, data leaks, and other security problems, using fast checks and optional AI review. It can scan folders, files, Git repos, and zip files, and it gives an easy risk score plus clear advice so you can decide whether a skill is safe to use.

https://github.com/NVIDIA/SkillSpector

#python

SIA is a tool that helps an AI system improve itself by using three parts: a meta-agent that sets up the task, a target agent that tries the task, and a feedback agent that studies the results and makes the next version better. This can help you test AI on your own tasks, track progress across generations, and see what changes improve performance.

https://github.com/hexo-ai/sia

#other

This page presents a Zhang Xuefeng-style AI skill that turns his way of thinking into a usable tool for career and education advice. Its benefit is that you can get clear, direct, practical guidance on majors, jobs, and study choices instead of vague opinions.

https://github.com/alchaincyf/zhangxuefeng-skill

#python

Music Assistant is a free, open-source tool that manages your music library by connecting to streaming services and speakers. It runs best on an always-on device like a Raspberry Pi and works seamlessly with Home Assistant for smart automation. The benefit to you is effortless control over all your music sources in one place, plus the ability to create automated routines (like playing music when you arrive home) without needing complex coding skills.

https://github.com/music-assistant/server

#tex #book #boulder #cu #robotics

This book is a textbook about the main ideas behind autonomous robots, and its source code can be used for non-commercial purposes with credit, but compiled copies cannot be posted online. You can make your own PDF with LaTeX or Overleaf, and the book can be cited in standard academic form. The benefit to you is access to a practical robotics resource you can study, teach from, and compile for personal use.

https://github.com/Introduction-to-Autonomous-Robots/Introduction-to-Autonomous-Robots

#python #hacktoberfest #python #test #testing #unit_testing

pytest is a free, open-source Python testing tool that helps you write small tests quickly and also handle bigger, more complex test suites. It gives clear failure messages, finds test files and functions automatically, and supports fixtures, `unittest`, and many plugins, which helps you catch bugs faster and write tests with less effort.

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

#python

This is an open-source PaaS platform for building, deploying, and managing SaaS apps with tools like a developer center, API gateway, login, and desktop. It uses modern web and cloud features, supports MySQL, RabbitMQ, object storage, Docker-style deployment, Python, and Node.js, and includes a stable release note and an MIT license. It helps you create apps faster, with lower cost and less operations work.

https://github.com/TencentBlueKing/blueking-paas

#javascript #eslint #eslint_config #eslint_plugin #eslint_rules #javascript #linting_rules #nodejs #unicorns #xo

eslint-plugin-unicorn is an ESLint plugin with more than 200 rules that help you write cleaner JavaScript and TypeScript code, and some rules also work for CSS, HTML, JSON, and Markdown when used with the right ESLint language plugin. It installs with ESLint and can be used through a recommended preset or by choosing rules yourself, which helps you catch problems early, keep code consistent, and save time with automatic fixes for many issues.

https://github.com/sindresorhus/eslint-plugin-unicorn

#python #hacktoberfest #home_assistant #home_assistant_component #integration #tesla

This Tesla Home Assistant add-on lets you see car status and control features like climate, locks, charging, horn, lights, and location from one place. It can also manage Powerwall and solar energy data, and it may need a token and a proxy setup for newer Tesla cars; the main benefit is easier daily control and monitoring of your Tesla in Home Assistant, though frequent polling can wake the car and use more battery.

https://github.com/alandtse/tesla

#csharp #csharp #debloat #dotnet #gaming #open_source #optimization #optimizer #optimizerduck #performance #privacy #tweaker #tweaks #windows #winui

optimizerDuck is a free, open-source Windows tool that helps improve speed, privacy, and system cleanup with easy toggles and built-in tools. It can reduce background clutter, adjust performance settings, and let you undo changes later, so you can make your PC feel faster and more private with less risk and less manual work.

https://github.com/itsfatduck/optimizerDuck

#rust #adb #android #bloatware_list #bloatware_removal #debloat #debloater #debloating #privacy

Universal Android Debloater Next Generation is a tool that removes unnecessary Android system apps to improve privacy, speed, battery life, memory use, and even security by reducing the attack surface. It does not collect or send your data, and its only outside connections are to GitHub for app lists and update checks. For you, this means a cleaner phone that may run faster, use less power, and expose fewer risks, but it should be used carefully because changes can affect your device.

https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation

#python

RLMs let a language model break a large task into smaller parts, call itself again, and work through very long inputs more effectively. They include tools for local or isolated code execution, support major model providers, and offer training and logging features. For you, this means better handling of long-context tasks, more flexible model workflows, and a way to test or train your own recursive AI system safely.

https://github.com/alexzhang13/rlm

#c_lang #aider #ast #claude_code #code_analysis #code_intelligence #codex #cursor #cypher #developer_tools #gemini_cli #graph_visualization #kilocode #knowledge_graph #mcp #mcp_server #model_context_protocol #opencode #sqlite #tree_sitter #windsurf

This is a fast, local code tool that builds a smart map of a codebase, so you can find functions, calls, routes, and dependencies in seconds instead of reading files one by one. It works on macOS, Linux, and Windows, supports many languages, and helps you understand changes, reduce wasted tokens, and save time while coding.

https://github.com/DeusData/codebase-memory-mcp

#python #agent #agentic_ai #ai #claude #copilot #cursor #elevenlabs #ffmpeg #flux #image_generation #open_source #openai #python #remotion #stable_diffusion #text_to_speech #text_to_video #video_generation #video_production

OpenMontage turns a plain idea or even a reference video into a full video production workflow, handling research, script writing, asset creation, editing, captions, and final rendering. Your benefit is faster video creation with lower cost, more control, and fewer surprises, because it can use free/open footage or AI tools, estimate cost first, and check quality before showing you the result.

https://github.com/calesthio/OpenMontage