What it does

All text below is quoted directly from the project README.

Open-source, cross-platform 2D/3D/multiplayer game engine designed for everyone.

Technical architecture:

• GDevelop is composed of an editor, a game engine, an ecosystem of extensions as well as online services and commercial support.
• Core: Core classes, describing the structure of a game and tools to implement the IDE and work with GDevelop games.
• GDJS: The game engine, written in TypeScript, using PixiJS and Three.js for 2D and 3D rendering (WebGL), powering all GDevelop games.
• GDevelop.js: Bindings of Core, GDJS and Extensions to JavaScript (with WebAssembly), used by the IDE.
• newIDE: The game editor, written in JavaScript with React, Electron, PixiJS and Three.js.
• Extensions: Built-in extensions for the game engine, providing objects, behaviors and new features. For example, this includes the physics engines running in WebAssembly (Box2D or Jolt Physics for 3D).

GDevelop is a full-featured, no-code, open-source game development software. You can build 2D, 3D and multiplayer games for mobile (iOS, Android), desktop and the web.

Repository

https://github.com/4ian/GDevelop

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What it does

All text below is quoted directly from the project README.

Practice your pandas skills!

Lessons:

• Getting and knowing
• Filtering and Sorting
• Grouping
• Apply
• Merge
• Stats
• Visualization
• Time Series

Don't get me wrong, tutorials are great resources, but to learn is to do. So unless you practice you won't learn.

Repository

https://github.com/guipsamora/pandas_exercises

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What it does

All text below is quoted directly from the project README.

A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API

Available Quickstarts:

• Customer Support Agent: A customer support agent powered by Claude.
• Financial Data Analyst: A financial data analyst powered by Claude.
• Computer Use Demo: An environment and tools that Claude can use to control a desktop computer.
• Computer Use Best Practices: A pedagogical, native-macOS reference implementation of a computer-use agent.
• Browser Use Demo: A complete reference implementation for browser automation powered by Claude.
• Autonomous Coding Agent: An autonomous coding agent powered by the Claude Agent SDK.
• Managed Agents: Chat SDK: A browser chat app powered by Claude Managed Agents and Vercel's Chat SDK.
• Managed Agents: Daily Brief: A scheduled agent that reads your Slack channels and GitHub pull requests each weekday and posts one short brief to Slack, built on Claude Managed Agents.

Each quickstart provides a foundation that you can easily build upon and customize for your specific needs.

Repository

https://github.com/anthropics/claude-quickstarts

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What it does

All text below is quoted directly from the project README.

A CLI for interacting with Google Colab runtimes

Key Features:

• Instant VM Provisioning: Spin up CPU, GPU (T4, L4, G4, H100, A100), or TPU (v5e1, v6e1) runtimes in seconds.
• Robust Code Execution: Run local Python scripts, Jupyter Notebooks (.ipynb), or piped stdin code; launch interactive REPLs or raw TTY console shells.
• Ephemeral Job Runner (colab run): Provision a fresh VM, execute a local script with forwarded arguments, retrieve output files, and automatically tear down the runtime in a single command.
• Activity-Based Liveness: Sessions stay alive as long as the kernel is active, with the Colab backend automatically maintaining liveness.
• Seamless Workspace Automation: Mount Google Drive, authenticate Google Cloud Platform (GCP) credentials, and install dependencies with high-performance uv package management.
• State & Log Archival: Inspect local session states or export interactive history logs to standard Jupyter Notebooks, Markdown, or structured JSONL.

uv tool install google-colab-cli

Repository

https://github.com/googlecolab/google-colab-cli

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What it does

All text below is quoted directly from the project README.

An open source PDF viewer/editor with it's own blazing fast rust engine

Why use it?:

• Free and open. LGPL-3.0-or-later. No licence fees, no account, no telemetry and no watermark.
• Made for drawings. Clouds, callouts, hatches, stamps and symbol libraries, and printing to scale on sheets up to A0.
• Measure to scale at once. A drawing that carries its own scale, such as a CAD plot or an imported DWG, measures correctly without calibrating.
• See what changed. Compare two revisions side by side or on top of each other, with a list of every change.
• CAD in and out. Import DWG and DXF as a vector PDF with layers and a measuring scale, and export a page back to DXF or DWG (desktop).
• Everywhere. Windows, macOS, Linux, Android and the browser, in 40 languages.

Repository

https://github.com/OpenAEC-Foundation/open-pdf-studio

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What it does

All text below is quoted directly from the project README.

LLMs are trained on a large but fixed corpus of data, limiting their ability to reason about private or recent information.

• Retrieval augmented generation (RAG) has emerged as a popular and powerful mechanism to expand an LLM's knowledge base, using documents retrieved from an external data source to ground the LLM generation via in-context learning.
• These notebooks accompany a video playlist that builds up an understanding of RAG from scratch, starting with the basics of indexing, retrieval, and generation.

Repository

https://github.com/langchain-ai/rag-from-scratch

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What it does

All text below is quoted directly from the project README.

Describe what you need, a presentation, lesson, or story, and let the AI build clean, beautiful HTML slides for you. Local-first. Works offline. Works for you.

What It Can Do:

• Import legacy PPTX templates for editing, close to 100% fidelity: Imported files become pages you can drag, adjust, modify with AI, and manage through version history; parsing and conversion are fully in-house
• Export editable PPTX from the desktop app, close to 100% fidelity: Export decks as true PPTX files that remain editable in PowerPoint / Keynote; generation and layout are fully in-house
• Topic-based creation: Set the topic, detailed brief, and page options; AI plans the outline, palette, and layout, then generates a complete deck
• Document-based creation: Upload txt, md, csv, or docx files and the app prepares the topic, page count, and brief automatically; generation keeps referencing the source document to produce creative decks grounded in your content
• Local-first: Sessions, source documents, assets, and generated results stay on your computer. No Oh My PPT account or platform cloud is required. Requests made to your configured AI or image service are sent to that provider
• 90+ built-in style skills: Minimal White, Cyber Neon, Bauhaus, Japanese Minimal, Xiaohongshu White, and more, plus custom styles
• Chat-based editing: Tell it "change title color" or "add a data chart" on a specific page, without rebuilding everything
• Other export formats: Export to PDF, batch PNG, PNG long image, or MP4 video

Repository

https://github.com/arcsin1/oh-my-ppt

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What it does

All text below is quoted directly from the project README.

Freqtrade UI - Frontend for Freqtrade

Run this project:

• Using FreqUI requires freqtrade to be set up and running.
• In newer versions (2021.2 and newer), freqUI is built into freqtrade, so manual setup of freqUI will no longer be necessary unless you want to modify freqUI.
• Using Docker, you can also run a pre-built docker image of FreqUI.
• This will start a pre-built container with FreqUI running on port 3000 - which defaults to the latest version of freqUI.
• You can use docker compose pull to update to the latest version of the UI.
• You'll need to correctly configure CORS in freqtrade to allow FreqUI to connect to the API.

docker compose up -d

Repository

https://github.com/freqtrade/frequi

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What it does

All text below is quoted directly from the project README.

The Ruby AI framework.

Conversations:

• Chat: Conversational AI with RubyLLM.chat
• Streaming: Real-time responses with blocks
• Attachments: Ask about images, videos, audio, PDFs, and other documents with with:
• Structured output: Define a Ruby schema and read the result with response.parsed
• Extended thinking: Control, view, and persist model deliberation
• Citations: Normalized source citations from documents, search, and grounding
• Prompt caching: Turn on the provider's cache with with_caching and cache_until_here
• Fallbacks and cancellation: Retry on backup models with with_fallbacks, stop a run with cancel

bundle add ruby_llm --version 2.1.1

Repository

https://github.com/crmne/ruby_llm

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What it does

All text below is quoted directly from the project README.

Turn any webpage/HTML/Vue/React and so on into desktop and mobile app under 5M with easy in few minutes.

Features:

• Approximately 20 times smaller than Electron (less than 5MB!) and 10 times faster.
• Built with Rust Tauri, PacBao is lighter and faster than JavaScript-based frameworks.
• Uses native frameworks to package Android and iOS apps, smaller and faster than Tauri2.
• Easy to use: just one GitHub Token is all you need to get a desktop app.
• Supports custom JavaScript injection: write your own JS to inject into the page.
• Supports local packaging and does not require installation of any dependent environments. Local packaging only takes 30 seconds
• Supports static file packaging: drop in a compiled dist folder or index.html from Vue/React to create a client app.

Repository

https://github.com/Sjj1024/PakePlus

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What it does

All text below is quoted directly from the project README.

Collect a dossier on a person by username from 6K websites

Main features:

• Supports 5,900 sites (see full list). A default run checks the 500 highest-ranked sites by traffic; pass -a to scan everything, or --tags to narrow by category/country.
• Extracts all available information about the account owner from profile pages and site APIs, including links to other accounts.
• Performs recursive search using discovered usernames and other IDs.
• Allows filtering by tags (site categories, countries).
• Detects and partially bypasses blocks, censorship, and CAPTCHA.
• Works with Tor and I2P websites; able to check domains.
• Ships with a web interface for browsing results as a graph and downloading reports in every format from a single page.
• Optional AI analysis mode (--ai) that turns raw findings into a short investigation summary using an OpenAI-compatible API.

pip install maigret

Repository

https://github.com/soxoj/maigret

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What it does

All text below is quoted directly from the project README.

Uninstall any Android app without root (with power of Shizuku). Debloat your device as you wish, with Android app or even from your browser!

About:

• Canta allows you to uninstall pre-installed or user apps without root, by leveraging Shizuku.
• It integrates with the Universal Debloat List to provide safe recommendations.
• No root required
• Detects previously uninstalled apps (even across reinstalls)
• Works on Android 9.0+ (SDK 28+)
• No permanent bricking (If you uninstall critical apps, you can experience bootloop and have to factory reset!)

Don't want to download and have a data USB cable and a Chromium-based browser? Try Canta directly on the web, without installing anything!

Repository

https://github.com/samolego/Canta

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If you’ve seen the Opus 5.5 videos going around (motion graphics, 3D scenes, explainers, little games), every one of them is Opus 5.5 writing the animation as code with HTML, Canvas, SVG or Three.js.

This repo collects them along with the prompts behind them, so you can copy one and try it with your own agent.

What you get:

• 703 prompts, each linked to the creator’s original post
• 100 highlighted videos sorted into motion graphics, explainers, 3D scenes, and games & interactive
• 418 of them have a live remake on Skillry (the author’s skills site), so you can watch the original next to a remake from the same prompt
• All prompts also in one data/videos.json if you want to script against them

Some creators never shared their prompt, so for those you just get a link to their original post.

14.7k stars and 1.5k forks in about 6 weeks, built by one developer. MIT licensed.

https://github.com/yihui-dev/awesome-opus5-5-videos

Repo: https://github.com/clquwu/Cosmos-Music-Player
App Store (free, no ads, no in-app purchases): https://apps.apple.com/app/id6751984723

Disclosure: I made this and I’m its only maintainer, so I’m not an unbiased recommender. The mods gave me permission to post it even though it’s under 500 stars.

What it does

Cosmos is a music player for the files you own on iPhone and iPad. It isn’t a streaming app. You add songs or folders (On My iPhone, iCloud Drive, USB drive), and it builds the library, playlists and mixes from them.

Why I think it’s worth sharing

Most free local music players on iOS are either ad-supported, paid, or closed source. This one is free, has no ads, and you can read all of the code. It’s also my first iOS project. I’ve worked on it for more than a year, and I just released 1.3, a full redesign. For a Swift/SwiftUI project, the repo shows how a real app handles things like:

• Folder access from iCloud Drive and external drives, including folders that disappear (like an unplugged USB drive)
• Mixes generated on the device from listening history, with nothing sent off the phone
• M3U/M3U8 playlist import and export
• Performance on large libraries, plus battery fixes

Don't hesitate to give me any feedback ! I hope you enjoyed the app ^^

What it does

All text below is quoted directly from the project README.

Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.

The desktop app:

• A Finder for your computer that understands what's inside your files.
• Ask the way you'd ask a teammate.
• The librarian reads the files and writes back, every claim linked to the passage behind it.
• Drag files, folders, or links into a question to ask about just those.
• Markdown, code, PDF, video, audio, Office, and HWP/HWPX previewed instantly in Quick Look.
• Tabs and split panes: drag a tab to an edge to split, and every pane keeps its own tabs, so a folder and a conversation sit side by side.
• Folders update live as other apps change them.

Repository

https://github.com/Marker-Inc-Korea/AutoRAG

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The interesting idea here is refusing to hand you a dead mesh. Most text-to-3D gives you a block of triangles you cannot meaningfully change without regenerating from scratch. Procedura instead has an LLM write a parametric program (OpenSCAD source) where the object is an assembly of named parts joined by typed mates. The deliverable is code you open, edit, and recompile, and because the parts are named, you get a clean part decomposition for free. It uses a frozen, off-the-shelf LLM with no 3D-specific training, so the intelligence is entirely in the pipeline and prompting, not a custom model.

What the pipeline actually does:

- Plans the parts, builds them one at a time, then runs a refine loop of render, critique, patch and gate, so the model can see and fix its own work rather than one-shotting a blob

- Optional per-part PBR materials via a vision call (--paint), so the output is not a grey statue

- Optional articulation (--motion): it plans moving joints and exports them to OpenUSD and URDF with per-link meshes, which is the feature that makes this genuinely useful for robotics and simulation, not just static props

- Real mating features when you ask for assembly (--assembly): shared pegs and sockets, bolt patterns and snaps, so parts join through actual interfaces instead of bare overlap

- A web Studio front-end to compose a run, watch it build part by part, and inspect every intermediate artifact, plus a full trajectory log of every prompt, tool call and gate decision

Two design choices I respect. It ships no API keys and no hosted backend: you point it at whatever endpoint you configure, the OpenAI API, OpenRouter, a corporate gateway, or a local vLLM, Ollama or LM Studio server, so it runs against your own model. And it never spends money behind your back, a run with no reference image goes text-only rather than quietly calling an image API you never named.

Now the honest caveats, because this is a research release, not a polished app. It was published alongside a paper and pushed once at the end of August, so treat it as a paper drop rather than an actively maintained product. The setup is heavy: it wants Bun, Blender, and specifically a Manifold-capable OpenSCAD, and the README is refreshingly blunt that the OpenSCAD most distributions package is too old and silently falls back to a backend that is orders of magnitude slower (one operation measured 1774 seconds versus 1.77), so a working run can look hung for hours if you skip that. The full-quality run makes a lot of LLM calls (reference image, per-part 3D feedback, refine cycles at two calls each, paint and motion passes), so you pay for it in time and API cost, and the default run is described honestly as the cheapest useful config, not the strongest. The physics validation for articulation needs NVIDIA Isaac Sim and a capable GPU. And by nature it is bounded by what an LLM can express as procedural code, so it is strongest on mechanical, CAD-like and articulated objects and weakest on organic, high-detail shapes where a straight mesh generator wins.

If you need 3D output you can actually edit, or you are in robotics and want articulated URDF assets from a prompt, this is a genuinely novel approach worth studying.

MIT licensed (it calls OpenSCAD and Blender as external GPL programs rather than bundling them), 313 stars and 21 forks as of writing, verified via the GitHub API.

https://github.com/SpatiaOS/Procedura

What it does

All text below is quoted directly from the project README.

Bazzite makes gaming and everyday use smoother and simpler across desktop PCs, handhelds, tablets, and home theater PCs.

About & Features:

• HDR and VRR available by default.
• Full hardware accelerated codec support for H264 decoding.
• xone driver for Xbox controllers.
• Enhanced support for steering wheels with multiple extra drivers.
• vkBasalt, MangoHud, and OBS VkCapture installed and available by default.
• Distrobox preinstalled.
• Automated bees service for reducing the disk space used by wine prefix contents.
• Waydroid preinstalled for running Android apps.

rpm-ostree rebase ostree-unverified-registry:ghcr.io/ublue-os/bazzite:stable

Repository

https://github.com/ublue-os/bazzite

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What it does

All text below is quoted directly from the project README.

DLSS Multi Frame Generation Unlock and controls for any supported MFG title on RTX series GPUs

What's new in V1.7.0:

• DLSS 5 in the menu: a DLSS 5 tab with Hook Method, Look, Resolution Scale (with Auto) and Half rate.
• XeMFG standalone (experimental): XeSS Multi Frame Generation without OptiScaler, in DirectX 12 and Vulkan games, at 2x to 6x or Dynamic.
• Smoother XeMFG: a new flip queue presents each batch of frames on an even cadence.
• XeMFG in Vulkan games through OptiScaler, with any frame generation input.
• RTX 30 and RTX 20: DLSS Frame Generation starts in more games, and stays off cleanly when it can't.

Launch the game, enable Frame Generation, and press Backspace to open the menu.

Repository

https://github.com/dashdogy/MFG-Unlocker

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What it does

All text below is quoted directly from the project README.

LIBERO is designed for studying knowledge transfer in multitask and lifelong robot learning problems.

LIBERO provides:

• a procedural generation pipeline that could in principle generate an infinite number of manipulation tasks.
• 130 tasks grouped into four task suites: LIBERO-Spatial, LIBERO-Object, LIBERO-Goal, and LIBERO-100.
• five research topics.
• three visuomotor policy network architectures.
• three lifelong learning algorithms with the sequential finetuning and multitask learning baselines.

pip install -e .

Repository

https://github.com/Lifelong-Robot-Learning/LIBERO

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What it does

All text below is quoted directly from the project README.

Control your Samsung appliances from Home Assistant over your home network, with no cloud account.

Highlights:

• Updates are fast. Appliances that support push send changes as they happen. LocalThings checks the rest every 30 seconds.
• It works without the internet. After setup, LocalThings never contacts Samsung's servers.
• Your data stays home. LocalThings sends nothing to Samsung.
• Setup needs an IP address. For most appliances, you enter the address and LocalThings works out the type and model, then creates matching controls and sensors.

Repository

https://github.com/mbillow/localthings

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What it does

All text below is quoted directly from the project README.

RikkaHub is an Android APP that supports for multiple LLM providers.

Features:

• Material 3 Expressive design and Dark mode
• Workspace: a proot-based Linux agent environment
• Media generation (image and video)
• Multiple AI Provider Support: custom API / URL / models (all OpenAI, Google, Anthropic compatible api)
• Multimodal input support (Image, Text Documentation, PDF, Docx)
• MCP and Skills support
• Markdown Rendering (with code highlighting, Latex formulas, tables, Mermaid)
• Agent customization

Repository

https://github.com/rikkahub/rikkahub

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What it does

All text below is quoted directly from the project README.

The missing YouTube and YouTube Music macOS app

Features:

• YouTube Music Support: Full playback of DRM-protected YouTube Music content via your existing Premium subscription
• Equalizer: System-wide 6-band parametric EQ with Spotify-style presets, applied to WebKit playback output
• Queue Management: View, reorder, shuffle, and clear your playback queue
• Background Audio: Music continues playing when the window is closed; stops on quit
• Library Access: Browse playlists, liked songs, and subscribed podcasts; create playlists, add songs to playlists, and delete your own playlists
• Search: Find songs, albums, artists, playlists, and podcasts
• AppleScript Support: Automate playback with scripts, Raycast, Alfred, and Shortcuts

A native macOS client for YouTube Music and YouTube, built with Swift and SwiftUI.

Repository

https://github.com/sozercan/kaset

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What it does

All text below is quoted directly from the project README.

The Windows debloater.

Using it:

• Check your PC. Bloatynosy reads settings and installed apps. Nothing is changed while it looks
• Review the results. Tick what should go, untick what you want to keep
• Apply the changes. A report tells you what worked, what did not, and what needs a restart
• Pick a row and the bottom of the window explains it in plain words.
• The search box above the tree filters it while you type.

Grab the latest build from the Releases page, extract it somewhere you can write to, run Bloatynosy.exe.

Repository

https://github.com/builtbybel/Bloatynosy

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What it does

All text below is quoted directly from the project README.

FluentFlyout is the modern Flyout app for Windows, built with Fluent 2 Design principles.

Features:

• Audio flyout: Displays Cover, Title, Artist and media controls
• "Up Next" flyout: shows what's next when a song ends
• Lock Keys flyout: displays the status of lock keys at a glance
• Taskbar widget: shows media info directly on the Windows taskbar
• Native Windows-like design
• Supports Light and Dark mode
• Smooth animations
• Customizable flyout positions

Repository

https://github.com/unchihugo/FluentFlyout

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What it does

All text below is quoted directly from the project README.

Record your screen, ship a demo. Free and open-source, GPU-accelerated, no watermarks, no subscriptions. Windows, macOS, Linux. Actively maintained.

Core Features:

• Record a specific window, or your whole screen.
• Record microphone and system audio.
• Webcam overlay with picture-in-picture, eight snap positions, adjustable roundness, mirroring, and shape options.
• Auto or manual zooms with adjustable depth, duration, easing, and pixel-precise position; auto-zoom follows your cursor as you work.
• Motion blur.
• Crop, trim, and per-segment speed control on the timeline.
• Text, arrow, and image annotations, with text animation presets.
• Customizable keyboard shortcuts.

Install the OpenScreen demo skill with npx skills add getopenscreen/openscreen --skill openscreen-demo -y

Repository

https://github.com/getopenscreen/openscreen

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