agent-designer
View projectAgent skillsProject website
The skills workspace. Issue-driven workflows, an MCP tool catalog, and bridge skills for agent-to-agent delegation with session continuity.
GitHub source for agent-designer22 public projectsOne open workshopScroll to explore
01Agent skills6 projects
Made to be useful
Knowledge, ready to work.
A little expertise.A lot more possibility.
Reusable workflows for research, documents, presentations, and technical writing. Give your coding agents a useful place to begin.
Explore skillsBuilt in public. Ready to explore.Begin with agent-designer
02Working systems6 projects
Made to be useful
A place for the process.
Good work needsa sound structure.
Harnesses, interfaces, and practical tools that carry work from the first plan to the final check.
Explore systemsBuilt in public. Ready to explore.Begin with plexmaton
03Local intelligence9 projects
Made to be useful
Possibility, on your machine.
Machine intelligence.Closer to home.
Speech, vision, video, 3D, forecasting, and scientific computing on Apple silicon. Explore the models and the work behind them.
Explore intelligenceBuilt in public. Ready to explore.Begin with mlx-speech
04Creative practice1 project
Made to be useful
A little room for instinct.
Keep the humanin the composition.
A working environment for music, with editable outputs and room for judgment. The tools carry the process. You bring the taste.
Explore creativeBuilt in public. Ready to explore.Begin with setloom
Four fields. An open horizon.
A collection of useful possibilities.
Choose a field. Find a place to begin.
The way we workApp Automaton / An AppCubic workshop
Useful is a
beautiful thing.
Our tools for thought are built for real work. Research a question, write software, run models locally, or shape a track.
The workshop brings together reusable skills, agent harnesses, machine-learning runtimes, and creative systems. Each project has its own source, documentation, and terms.
Explore what is here. Read how it works. Make something of your own.
Meet the studio behind the workshop01
Open to inspection.
Public source, explicit interfaces, and documentation beside the work.
02
Made to be useful.
Tools that connect model capability to tasks, workflows, and real hardware.
03
Room for judgment.
Verifiable outputs and enough control to keep the human in the process.
The complete collectionFind your
Find your
starting point.
22
Public projects.
Plenty of possibilities.
agent-
View projectdocument-SKILLs
View projectAgent skillsProject website
docx, xlsx, pptx, and pdf. Extraction, forms, formulas, and tracked changes. Runs on uv with PEP 723, no virtualenv.
GitHub source for document-SKILLspresentation
View projectAgent skillsProject website
Consulting-quality decks, from strategy storyboarding to pixel-perfect PDF or editable PPTX.
GitHub source for presentationwebmaton
Explore the sourceAgent skillsSource available
Grounded web research. Citations, deterministic HTML-to-Markdown, and persistent sessions over Playwright, nodriver, and Chrome DevTools.
playwright-skill
Explore the sourceAgent skillsSource available
Browser automation that also runs on Android via a Termux launcher patch and headless Chromium.
latex-arxiv-SKILL
View projectAgent skillsProject website
Turns a topic into an arXiv-ready ML review paper. Gated literature discovery, every citation verified, compiled to a two-column IEEEtran PDF.
GitHub source for latex-arxiv-SKILL
plexmaton
Explore the sourceWorking systemsSource available
AI coding in your terminal, with model and skill choice, tool review, and resumable conversations.
automaton
View projectWorking systemsProject website
A stage-gated harness. Frame, plan, review, execute, verify, resume. Installs as plain markdown.
GitHub source for automatonopenclaw-monorepo
Explore the sourceWorking systemsSource available
A repo-local OpenClaw workspace with JSON5 config, plugins, and Docker sandboxes.
markmaton
View projectWorking systemsProject website
HTML to Markdown for agent pipelines. A Go parser core wrapped in a Python CLI and API, on PyPI.
GitHub source for markmatondocker-for-apple-container
View projectWorking systemsProject website
A stateless docker shim over Apple’s native container CLI on macOS, with no Docker Desktop.
GitHub source for docker-for-apple-containerpi-arcweld
View projectWorking systemsProject website
A curated local layer welded to pinned upstream Pi. Extensions, system guidance, and MCP tooling join along one auditable seam, over a reproducible runtime.
GitHub source for pi-arcweld
mlx-speech
View projectLocal intelligenceProject website
Speech synthesis, voice cloning, dialogue, sound effects, and recognition, MLX-native on the Apple GPU.
GitHub source for mlx-speechtnt-asr
View projectLocal intelligenceProject website
A terminal voice-to-text TUI. Qwen3-ASR transcribes in about a second, fully local.
GitHub source for tnt-asrltx-video-mlx
Explore the sourceLocal intelligenceSource available
Text- and image-to-video with synchronized audio on LTX-2.3 22B. On-device LoRA fine-tuning.
mlx-cv
View projectLocal intelligenceProject website
Open-vocabulary grounding, detection, depth and camera geometry, segmentation, and video tracking in pure MLX. Every model is checked against its upstream reference before it ships.
GitHub source for mlx-cv
mlx-spatial
View projectLocal intelligenceProject website
3D and spatial inference on device with SAM 3D Objects, TRELLIS.2, WorldMirror, and MapAnything.
GitHub source for mlx-spatial
mlx-atomistic
View projectLocal intelligenceProject website
Atomistic simulation on Apple silicon. A DFT and molecular-dynamics runtime on MLX and Metal, running on the GPU the Mac already has.
GitHub source for mlx-atomisticmlx-minimax-music3
View projectLocal intelligenceProject website
MiniMax Music 3 in pure MLX. Lyrics and a structured caption to 44.1 kHz stereo, with phase-scoped model residency and no PyTorch at runtime.
GitHub source for mlx-minimax-music3mlx-h3
View projectLocal intelligenceProject website
MiniMax-H3 text to video and stereo audio, denoised together in one packed sequence. Phase-scoped model residency, no PyTorch at runtime.
GitHub source for mlx-h3mlx-timesfm
Explore the sourceLocal intelligenceSource available
TimesFM 3.0 time-series forecasting on Apple silicon, with univariate and multivariate forecasts in pure MLX. Model weights have separate usage terms.
setloom
View projectCreative practiceProject website
Producer-first co-production for club music. Musical intent into editable tracks, stems, renders, and listening notes, with the human keeping the taste gate.
GitHub source for setloomNo match. More possibilities.
Try another word or return to the full collection.
16 project websites. Source available for every entry.
Machine-readable catalogA change of scenerySame workshop.
Same workshop.
A different perspective.
RenoCrypt’s App Automaton field guide offers another way into the projects, with a character all its own.
Visit the field guide