Top Open-Source GitHub Projects : fmt, Tile Language, SkillSpector, QDuo, seiso & DroidDeck

Author: ManuAGI - AutoGPT Tutorials · Watch on YouTube

Video authored by the channel shown, not by IANIA; all rights belong to the creator. Transcript and summary generated automatically; the original-language content is preserved.

Original language: English

Original video: Top Open-Source GitHub Projects : fmt, Tile Language, SkillSpector, QDuo, seiso & DroidDeck · Channel: ManuAGI - AutoGPT Tutorials · 13:02 · Watch on YouTube

Topics: AI agents, AI developer tools, AI content generation, AI infrastructure and hardware, Open source and software ecosystems

Summary

This weekly roundup presents 20 open-source GitHub projects, ranging from GPU kernel and video tools to AI agent infrastructure, security scanners, and desktop apps. It highlights projects for creating animations and motion-design videos, improving and monitoring coding agents, and building or checking diagrams, logos, and documentation. Other featured tools cover C++ formatting, text actions on macOS, Android gaming, household shopping lists, and Zulip messaging. The video also announces a separate channel dedicated to AI agent projects and tutorials.

Key points

Hyperframes lets agents create videos using HTML and CSS, with tools for previewing, linting, and rendering.
Tile Language provides a Pythonic DSL for writing high-performance kernels across GPUs, CPUs, and accelerators.
Unimmit generates text-prompted motion for rigged 3D skeletons, while Real Mimic helps recreate a video’s style without copying its assets.
Agent Substrate runs agent workloads on Kubernetes, and ECC adds skills, memory, rules, and review workflows to coding agents.
SkillSpector scans AI agent skills for vulnerabilities, while Free LLM API routes requests across free LLM provider tiers.
Cuckoo provides a desktop companion for monitoring coding agents, and Q Duo offers text actions in a macOS radial menu.
DroidDeck brings a SteamOS-like experience to supported Android devices; Universal Modder helps agents modify PC games.
The roundup also includes tools for diagrams, logo design, AI-written documentation, household shopping, agent collaboration, and Zulip.

Chapters

Start	Chapter	Summary
00:00	Introduction and first project updates	The video introduces its weekly GitHub roundup, announces the AI Agent Studio channel, and covers Hyperframes, Tile Language, Unimmit, Agent Substrate, ECC, and fmt.
03:08	Agent tools, desktop companions, and creative video projects	The roundup covers Agent Substrate and ECC, then introduces fmt, SkillSpector, Free LLM API, Cuckoo, Real Mimic, and Q Duo.
06:17	Gaming, diagrams, and design tools	Projects include Cuckoo, Real Mimic, Q Duo, Universal Modder, DroidDeck, Real Draw, and Logo Design Skill.
09:24	Documentation, household tools, and agent collaboration	The video presents Real Draw and Logo Design Skill before covering CAS, Papermono Shopping List, and Agent Office.
11:28	Zulip client and motion design	The final projects are Zulu, a native Zulip client for Apple devices, and Claude Motion Design, a code-based video creation skill.

Quotes

Top trending open-source GitHub projects. — 00:00

You compose an HTML and CSS, animate with Gap, pull in web clips, and render to MP4 with one command. — 01:02

A two-stage pipeline runs static analysis plus optional LLM evaluation, returning findings, a risk score, and a recommendation. — 05:14

Nothing you select leaves your Mac. — 07:49

Because it’s all code, and AI can iterate. — 13:02

Concepts and entities

HyperFrames, Tile Language, Agent Substrate, ECC, fmt, SkillSpector, Free LLM API, QDuo, DroidDeck, CAS, Claude Motion Design

Full transcript (original language)

00:00 Every week, developers release new open-source projects on GitHub, and this is our weekly GitHub project update video covering the best of them. Top trending open-source GitHub projects. This week, you’ll discover useful and trending developer tools from GPU kernels to AI agent skills. Without wasting time, let’s get started. >> Before we jump into today’s project updates, here’s a quick announcement for everyone. We’ve launched a brand new YouTube channel called AI Agent Studio dedicated entirely to AI Agent projects,

00:32 tutorials, and tools. So, if you’re interested in staying up to date with the latest AI Agent open source projects, learning how to build your own agents, or exploring cuttingedge agent frameworks, make sure to check it out. Subscribe now to get weekly videos, in-depth guides, and realtime project breakdowns. The link is right there in the description. Don’t miss it. All right, let’s get into today’s video. >> Project number one, mine hyperframes. Write HTML render video built for

01:02 agents. Hyperframes from Hey Genen is an open-source framework for making videos by writing HTML built for AI agents. You compose an HTML and CSS, animate with Gap, pull in web clips, and render to MP4 with one command. A CLI handles init live reload preview lint and render locally or cloud and a catalog adds shader transitions overlays and charts. Agent skills let claude code or cursor author it from a prompt. It powers hen’s

01:33 videos. Install it and render a video. Project number two tile language pythonic DSL for high performance AI kernels. Tile language or tile lang is an open-source Pythonic DSL for writing high performance GPU, CPU and accelerator kernels, gym, dequantize gem, flash attention, and more. Instead of handtuning CUDA, you express computation and memory movement in tiles, copy tiles into shared memory, run a tile level gem, and the compiler

02:04 schedules it. A at tail lang JIT decorator turns a kernel into a pietorch function and it targets Nvidia AMD CPU and MPUs picking targets automatically built on TVM. Install it with pip and write a kernel. Project number three one model to animate any rigged skeleton from text. Unimmit is an open-source foundation model that animates any rigged 3D skeleton from a text prompt. humans, animals, birds, insects, snakes, even articulated objects without per

02:36 skeleton retraining or test time optimization. Describe an action and its topology aware diffusion transformer generates motion. It also blends transitions between key frames, edits motion with text while holding chosen joints fixed, and extends clips through a sequence of prompts, exporting to FBX and GB. Trained on a 13,000 clip data set, it’s MIT licensed and early. clone it and animate anything. Project number four, Agent Substrate. Run agent workloads at scale on Kubernetes. Agent

03:08 Substrate is an open- source system built on Kubernetes that runs agent-like workloads at higher density and lower latency. It maps idle actors onto a pool of worker pods, suspending and resuming them with state intact for multipplexing. It keeps the Kubernetes control plane off the request path. Isolates workloads with Gvis Visor and stays framework agnostic across ADK, Langchain, Claude Code, and MCP. It runs on any cluster through a QCTL plug-in and it’s early. Deploy it and scale your

03:39 agents. Project number five, ECC performance optimization system for AI coding agents. ECC is an open-source system for making coding agents better engineers working across cloud code, codecs, open code, cursor, and more. It layers on skills, memory, per stack rules, security, and a research first workflow. So the agent plans before it builds, verifies changes with tests, reviews its own work from a fresh context, and remembers what matters. It ships commands like review, pair, learn,

04:11 and consult, plus a security layer, agent shield. Install it as a plug-in or via setup. Level up your agent. Project number six, the mpend fast, safe, modern C++ formatting library. If mpend is an open-source C++ formatting library that offers a fast, safe alternative to CST.io and C++ IO streams. It provides a simple format API with Python-like syntax and positional arguments and implements C++ 20 st format and C++ 23

04:43 ST. Print format strings are checked at compile time and the library is fully type- safe with a correctly rounded floatingoint formatter. Unicode support colors and file output. It has no external dependencies and an optional header only mode. Add it and format your output. Project number seven, skill spectre security scanner for AI agent skills. Skillspectre is Nvidia’s open-source scanner for AI agent skills. To answer, is a skill safe to install? pointed at a git repo, URL, zip,

05:14 directory, or skills, MD, and it checks dozens of vulnerability patterns, prompt injection, data exfiltration, malicious code, and supply chain risk. A two-stage pipeline runs static analysis plus optional LLM evaluation, returning findings, a risk score, and a recommendation. It handles claude code, codecs, and MCP skills, and plugs into CI. Install it and scan a skill. Project number eight, Free LMA PI. Stack free LLM tiers behind one endpoint. Free LMA

05:46 PI is an open-source OpenAI compatible proxy that stacks the free tiers of 34 LLM providers, 635 endpoints, billions of tokens monthly behind one/V1 endpoint plus any custom OpenAI compatible endpoint. It routes and fails over automatically and assigned catalog syncs new models and quotas. Provider keys are AES 256GCM encrypted in SQLite and your apps C1 unified token. Launchers keep credentials out of claw code and codeex

06:17 configs. It’s local first for personal use. Install it and point your app at it. Project number nine, Cuckoo. A notch pet that watches your coding agents. Cuckoo is an open-source companion, a tiny friend in your MacBook’s notch or a top the screen on Windows and Linux that watches your agents. Claude Code, Codeex, Cursor, Gemini CLI, and more. Each agent gets a pill, an emoji character reacts, jumping when work finishes. You approve or deny permission

06:47 requests from the notch, jump to its terminal, or drop a file on it and ask. It installs hooks safely, never blocking your agent. Install it and watch your agents. Project number 10, Real Mimic. Remake a video you love in its style. Real Mimic is an open-source tool that takes a video you love and a brief and makes a new one in that style by an AI crew on clawed code or codeex. It breaks a reference down, shots, timing, beats, transitions, camera, learning the

07:17 technique, never copying its assets, then gives you a storyboard to approve. A crew builds segments in parallel, and another reviews each shot, rerendering until it matches. It runs locally. No photoreal people. install it and restyle a video. Project number 11, Q Duo, a radial menu of text actions for Mac OS. Q Duo is a free open-source Mac OS menu bar app that puts a ring of text actions one selection away. Select text in any app, even inside terminals, and a liquid

07:49 glass popup appears. Pick an action. Built-in actions polish or rewrite text with a diff before you replace. Read it aloud with system or cloud voices. Run OCR and translate and you can add your own. Nothing you select leaves your Mac. Install it with Homebrew and act on any text. Project number 12. Dash Universal Moder. Let AI agents mod any PC game you own. Universal modder is an open- source toolkit that lets any AI coding agent mod any PC game you own. Point Claude code, codeex, or cursor at it, and it

08:21 follows a loop. Scan your installed games and engines. Back up. Build a vertical slice. Generate assets. verify in-game, then showcase and publish. A Python CLI handles recon, sprite pipelines, Windows capture, and fall generated art, 3D and audio. Agents share what worked in a knowledge base, install it, and mod a game. Project number 13, Droid Deck. Run Valve Steam and Steam OS on Android. Droid Deck is an open-source app that brings the Steam OS experience to Android. It runs

08:52 Valve’s native ARM 64 Linux Steam client in Big Picture on your Arduino handheld under its own in-app compositor with Windows games through Valve’s ARM 64 Proton and FEX. Set it as your home app. Install Linux apps from FlatHub and get Steam Deck mode. It needs a recent Adreno device. It’s beta and it isn’t affiliated with Valve, install it and game on Android. Project number 14, Rea Draw, text diagram language where you place things. Real Draw is an open-source text language for diagrams

09:24 where you say where things go. It sits between mermaid which auto lays out and draw which needs dragging boxes or editing verbose XML. You write relative positions like above left of hub its parser layout engine and SVG renderer are typescript with zero dependencies. A CLI turns a relay draw file into SVG and a web element renders one in a page. An agent skill lets clawed author diagrams. It’s early. Install it and draw. Project

09:54 number 15. Logo design skill. Turn your agent into a disciplined logo designer. Logo design skill is an open-source skill that turns Claude Codeex or any agent skills host into an identity designer. From brief to productionready SVG and guidelines. It works in three modes. Design a new logo, critique one with a scorecard and fixes, or redesign a mark using design principles and SVG craft. Dependency-free Python tools audit and stress test a logo at tiny sizes and a,400 plus SVG reference

10:27 library helps study technique and avoid lookalikes. Install it and design a logo. Project number 16-in CAS, a markdown convention and llinter for AI docs. CAS is an open-source markdown convention in llinter for docs written by AI and read by humans and agents. It sets one convention for a repos markdown. So projects follow rules without agreeing like rust fmt for rust. Each document declares a kind readme howto reference change log in front

10:58 matter or path mappings and caso check reports diagnostics each saying where and how to fix it. So an agent can repair the page alone. It installs via cargo, pip, or npm. Lint your docs. Project number 17. Papermono shopping list. E- in fridge shopping list synced to your phone. Papermono shopping list is an open-source household shopping list for the M5 stack paper. An e-aper touchscreen that lives on your fridge. It pairs firmware with a fast API server

11:28 and a phone web app. Add items on your phone. And the device shows the list grouped by aisle in the order you walk the shop. It syncs on a schedule, tap or edit, sleeps between syncs, and updates over the air. No soldering needed. Build it and stop forgetting the milk. Project number 18. Agent Office. A 3D office where you hire coding agents. Agent Office is an open-source cartoon 3D office where your team puts coding workers at desks. Ride the elevator to pick a floor, one of your GitHub

11:58 repositories, then hire agents like Claude Code, Codeex, Open Code, or Cursor. Watch them in shared terminals and talk over voice. It tracks its GitHub issues and PRs and teammates sign in with GitHub and join. Self-host it, run locally or deploy to AWS, Azure, Railway, or any server. Deploy it and staff your office. Project number 19, Zulu, a topic’s first native Zulip client for Apple. Zulu is an open-source native Zulip client for iOS and Mac OS.

12:30 Built because the official apps make topics hard to live in. Here topics are first class. A channel that uses them renders as a list of threads. One that doesn’t renders as plain chat and Zulu sorts it out. It brings typing indicators, optimistic send, drafts, image viewer, custom emoji, reactions, and read state synced across devices. Built in Swift, it’s early but usable. Build it and chat on Zulip. Project number 20, Claude Motion Design. Make motion design videos in pure code. Claude Motion Design is an open- source

13:02 Claude code skill that makes motion design videos in pure code. HTML, Playright, and FFmpeg, no After Effects. Every frame is computed from time by an HTML engine, rendered with Playright, blended for motion blur, encoded by FFmpeg, and cut to the beat. Because it’s all code, and AI can iterate. Faster transitions, new music, a 3D cube on the drop. A remake mode rebuilds any launch video for your brand. Install it and make a video. Thanks for watching.