33 projects across 5 domains.

Five-layer architecture

Terminal

Unicode, ANSI, terminal

Desktop

—

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• High-performance terminal image rendering via Unicode half, quadrant, and sextant blocks.
• Geometry planner with pixel and aligned aspect modes, backed by a 24-case verification matrix.
• Closed-form error calculation reducing 2×3 sextant render latency by 40%.

Milestones

• Geometry planner and integration (#075)
• Spec ownership audit (#076)
• 2×3/S2 performance improvements with Jules bot (4f60bf2)

Five-layer architecture

Terminal

ANSI, OSC, CSI, terminal, PTY

Desktop

Linux

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Inline terminal interface preserving shell history and terminal scrollback.
• RichTextEdit styled text editor with bar/block cursor shape routing and box drawing.
• 1,243 test functions with headless PTY canaries and OSC 52 / CSI-u terminal protocol checks.

Milestones

• 2026-10-01 module migration to ubunatic.com/loom
• 2026-10-03 v0.3.0 release and RichTextEdit milestones
• 2026-10-04 editor navigation and box tools

Five-layer architecture

Terminal

TUI, synchronized output, raw mode

Desktop

Linux, Wayland/X11, clipboard

Inference / AI

—

Containers / VM

—

Web

JavaScript simulator

Key Capabilities

• One binary includes 2,249 emojis and opens inline or in a desktop popup.
• Search spans multiple words and handles plurals, such as finding “car” for “cars”.
• Mouse and keyboard controls, light and dark themes, and clipboard copy.
• Crash handlers restore terminal settings if the picker exits unexpectedly.
• A browser demo uses the same search rules and is checked against the native picker.

Milestones

• Website search matches the terminal's box-drawing emoji rules (#071, 96e62ec, 658cb7e)
• ARM64 release build fix and v0.2.1 release (#070, 0dad63d, fb619ef)
• Flicker-free terminal frames (d24100f)

Five-layer architecture

Terminal

CLI, fmt/vet/lint/test, assessment, profiling

Desktop

—

Inference / AI

Claude Code, Antigravity, Harnez skill bundles

Containers / VM

Containerfile

Web

—

Key Capabilities

• Single-command check (`gokay check`) wrapping fmt, vet, lint, and gotestsum with changed/staged/all scoping.
• Package health and hotspot assessment (`gokay assess`) with structured JSON metrics for CI and agents.
• Wall-time, CPU time, peak RSS memory, and slowest-test profiling per package (`gokay report`).
• Built-in cross-harness skill installation (`gokay skill install`) for Claude Code, Antigravity, and Harnez.

Milestones

• From zero to hero: CLI foundation and changed-only gates (#001, b984cea)
• Package health, hotspot assessment, and profiling reports (#020, 8026742)
• Cross-harness agent skill bundling and installation (#042, #043, 326fd23)

Five-layer architecture

Terminal

CLI, shell completion, man pages

Desktop

Linux

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Checks its embedded YAML tool definitions against JSON schemas to catch invalid settings.
• Provides the command-line foundation, shell completion and generated manual pages.
• Prints a path; a shell function must run `cd` because a command cannot change its parent shell.

Milestones

• Embedded specs, schemas and minimal CLI (#001, 8e79b81)
• Binary-versus-shell output contract (536d618, b6271f2)
• Architecture and MVP roadmap (f4d8b73, 9c10755)

Five-layer architecture

Terminal

Unicode blocks, ANSI true color, TUI

Desktop

Linux, Wayland/X11, SDL2/SDL3

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Runs Chocolate Doom and paints its live frames with colored half, quarter or six-part terminal blocks.
• A transparent window captures mouse and keyboard on GNOME Wayland while Doom stays in the terminal.
• An on-screen display reports frame rate, frame timing and rendering activity.
• Snake difficulty and display options come from YAML specifications.

Milestones

• Chocolate Doom rendered in the terminal (#018, #019, a4e837e, 4ac7f64)
• Desktop input capture verified on GNOME Wayland (#035, #036, dcb3f38)
• Multi-level render telemetry HUD (#048, 07fb41c)

Five-layer architecture

Terminal

CLI, live progress, TUI picker

Desktop

Linux, /proc, inotify

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Shows live progress as Linux writes cached file data to storage during `sync`.
• Watch mode reports pending writes and per-device disk activity without starting `sync`.
• Follow mode watches selected files and runs `sync` again when they change.
• Choose a mounted filesystem interactively, or use a plain prompt without a terminal.

Milestones

• Follow mode and mount picker in the first release (#006, f792678)
• Per-device progress in watch mode (#011, 9279f9c)
• Loom mount picker and v0.2.2 release (#013, 4485b28, 460d911)

Five-layer architecture

Terminal

CLI, inline TUI

Desktop

Linux, foot

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Each tool's YAML spec defines its settings and drives matching commands and the inline editor.
• INI edits preserve comments and spacing, then save atomically with a backup.
• The `settings new` wizard helps add a key by suggesting its type and saving a validated override.

Milestones

• Comment-preserving INI editor with atomic saves (#004, 74fc973)
• Foot CLI, inline editor and user overrides (#005, #006, #007, 010c444, b86ba1d)
• Settings-new wizard with text and choice types (#008, #009, 1892a50, eb139ef)

Five-layer architecture

Terminal

Unicode box drawing, ANSI, CLI

Desktop

—

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Renders Mermaid flowcharts and sequence diagrams with Unicode boxes and ANSI color themes.
• Fits diagrams to terminal width by changing wide layouts or showing the source when they do not fit.
• Finds Mermaid diagrams in Markdown, including code blocks without a `mermaid` label.
• Includes an interactive Loom viewer and a separate renderer for documentation folders.

Milestones

• Flowchart parser, layout engine and Unicode canvas (#003, #004, #005, 5bd4389)
• Width-aware rendering, sequence diagrams and CLI (#006, #007, #008, 71ca813)
• Interactive viewer and standalone docs renderer examples (#009, #010, 2dc76e7, d25d331)

Five-layer architecture

Terminal

TUI, terminal images

Desktop

Linux, freedesktop.org

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Search installed apps, including Snap and Flatpak entries, with a details pane.
• Launch an app, open its files or show its icon as terminal art.

Five-layer architecture

Terminal

PTY, terminal grids

Desktop

Linux, Wayland, fonts

Inference / AI

—

Containers / VM

—

Web

browser UI

Key Capabilities

• Runs small Go, C and Zig test programs and saves screenshots and measurements.
• Compares terminal and font results side by side in a browser, with rendering controls.

Five-layer architecture

Terminal

ANSI rendering

Desktop

—

Inference / AI

—

Containers / VM

—

Web

standalone HTML, mdBook

Key Capabilities

• Renders one Markdown file in the terminal or as a standalone HTML page.
• Builds navigable mdBook sites with offline Mermaid text-to-diagram support.

Five-layer architecture

Terminal

TUI, ANSI graph

Desktop

Linux, /proc

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Live terminal graphs with pause, time-range selection and notes.
• Exports plain text, colored text or JSON for other tools.

Five-layer architecture

Terminal

CLI, shell hooks, usage table

Desktop

Linux

Inference / AI

Claude Code, Antigravity, Codex, Prime Agent

Containers / VM

—

Web

—

Key Capabilities

• Idempotent apply of permissions, hooks, commands, skills and AGENTS.md sections from one config.yaml, preserving user-owned keys.
• Unified token, session and quota usage table across agents, with live watch and remote hardware streaming.
• Server-side monitoring of local and remote hosts with background polling and remote upgrade.

Milestones

• Per-repo .harnez/repo.yaml so init adapts to repos built differently (854)
• Server as monitor and background supervision (epic 921, 5b8398ff)
• Merged model catalog with policy enforcement and owner tier guidance (941, 956)

Five-layer architecture

Terminal

CLI, proxy controls, service manager

Desktop

Linux, systemd

Inference / AI

llama.cpp, OpenAI-compatible API, Florence-2, MTP, Vulkan/ROCm

Containers / VM

rootless Podman

Web

—

Key Capabilities

• Transparent proxy routing between local laptop endpoints and upstream dedicated RTX inference servers.
• Self-deploying and cross-compiling binary installation powered by goself.
• Runs coding assistants in rootless Podman containers with single-writable-mount workspaces.
• Multimodal Florence-2 vision sidecars with idle timeouts, candidate streaming, and box filtering.
• Memory budget validation and automated Multi-Token Prediction (MTP) draft acceleration.

Milestones

• Isolated coding checks and stack install (#047, #156, e96a0a0)
• Managed proxy lifecycle and sampling profile injection (#164, 8037408, d5571f3)
• Florence-2 vision sidecar, box filtering and streaming preview (#223, #224, ad8d8b7)

Five-layer architecture

Terminal

CLI, TTY status layout, streaming responses

Desktop

Linux

Inference / AI

nomic-embed-text, Qwen2.5/Qwen3, llama-server, GBNF

Containers / VM

—

Web

—

Key Capabilities

• Top-notch neus ask: citation-grounded architecture and code question answering.
• Speedy local index as the single source of truth, combining FTS5 lexical ranking and vector semantics.
• Pure-Go AST symbol parsing (declarations, docstrings, struct receivers) and hierarchical YAML specs.
• Secret-safe indexing ignoring 6 credential groups via spec/ignore.yaml.
• Automated stale chunk pruning and truthful status telemetry with DB-backed vector backlogs.

Milestones

• Batched embeddings across files and throughput scaling (#030, 979fba9)
• Public neus classify CLI with deterministic matching (#041, b4b582f)
• Epic 097: Chunk pruning, secret ignore catalog, and truthful status telemetry (#093, #094, #096, 2abe792)

Five-layer architecture

Terminal

Cobra CLI, resource monitor, Braille energy sparklines

Desktop

Linux, Wayland, GNOME Shell, evdev, PipeWire/ALSA, systemd, dotool

Inference / AI

Local CPU ASR via crispasr/Cohere Transcribe; optional Whisper via CPU/Vulkan

Containers / VM

—

Web

JavaScript/CSS website

Key Capabilities

• Continuous local speech recognition with physical modifier gating and Wayland keystroke injection.
• GNOME Shell recording controls and a terminal resource and latency monitor.
• Purpose-based audio sample storage, transcript corrections, and resilient ASR doctor fallbacks.

Milestones

• Purpose-based sample store (#170)
• Tested models catalog and crispasr bench runner (#133, #199)
• Robust ASR doctor checks and self-healing fallbacks (#197, #198, 4e453ec)

Five-layer architecture

Terminal

CLI

Desktop

Linux, bwrap, /proc

Inference / AI

—

Containers / VM

user namespaces

Web

Chrome DevTools Protocol

Key Capabilities

• Installs a pinned, sha256-checked chrome-headless-shell.
• Runs it in bwrap with a tmpfs profile and hands tests and agents a CDP URL.
• Stops an agent browser after an idle period.

Milestones

• Research of nine headless browser setups with kill -9 canaries (ubunatic.com #095)
• Pinned install, bwrap sandbox and exec/serve with kill -9 tests (#001, 6b6db83)
• v0.1.0 release with signed binaries and the ubunatic.com/headbox vanity path (8861575)

Five-layer architecture

Terminal

Go tests

Desktop

—

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Checks circuit graphs and counts wires crossing a chosen split.
• Records why adding pairs of NOT gates defeats a proposed minimum-cut measure.

Five-layer architecture

Terminal

CLI self-deployment, SSH streaming

Desktop

—

Inference / AI

—

Containers / VM

OCI container testing

Web

—

Key Capabilities

• Deploys binaries to remote hosts requiring only SSH, /bin/sh, and uname on the target.
• Automatic cross-architecture detection and zero-CGO recompilation from build info.
• Multiple resolution strategies: checkout build, running executable self-stream, release archive, or upstream go install.
• Atomic temp-file staging and rename replacement preventing truncation of running services.

Milestones

• Bootstrap to v0.2.2: pure Go SSH deploy engine (#001, 84d8e4b)
• Cross-architecture build info inspection and fallback strategies (#005, e259599)
• Consumer onboarding and harness integration (96b6e27)

Five-layer architecture

Terminal

CLI

Desktop

Linux kernel, DKMS, Secure Boot

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Adds the missing AMD Platform Management Controller (PMC) quirk for this laptop's sleep-resume path.
• The kpatch CLI fetches and builds the driver with DKMS, then signs it for Secure Boot.
• Switch between patched and stock drivers, check which is active, and inspect wake timing.
• An optional debug build reports which hardware quirk is active.

Milestones

• Root cause and driver fix selected (#002, #005, c5327ec)
• DKMS driver build and resume delay verified (#006, #007, d3785df, 5e641a0)
• Driver management and wake-time diagnostics CLI (#009, ebbdc43)

Five-layer architecture

Terminal

CLI, TUI

Desktop

Linux

Inference / AI

coding agents for commit messages

Containers / VM

—

Web

website sync, local preview server

Key Capabilities

• One table shows projects with local changes and branches ahead of or behind their Git remotes.
• Bulk push skips unsafe repositories; choose files for a coding agent to commit interactively.
• Copies project sites into the publishing repository and offers a local preview server.
• Scans sites for private addresses, local paths and credential-like text before publishing.

Milestones

• Detection of duplicate and mismatched Git remotes (#025, 84614bc)
• Agent-assisted push with staged file selection (#027, #028, a92870d, 6676fe6)
• Website scan blocks publishing when it finds sensitive data (#032, e1c11e6, dae0e4b)

Five-layer architecture

Terminal

CLI

Desktop

Linux, KVM

Inference / AI

—

Containers / VM

Podman

Web

noVNC

Key Capabilities

• Start a virtual machine, check its status, take screenshots and open its browser console.
• Sync guest storage and manage sparse snapshots on local or remote machines.

Five-layer architecture

Terminal

CLI, Neovim

Desktop

Linux

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Writes managed Neovim settings, plugins, shortcuts and language-server setup as Lua.
• Updates only its marked sections, leaving other edits in those files intact.

Five-layer architecture

Terminal

CLI, terminal QR codes

Desktop

Android

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Control TV power, volume, playback and apps, and see what's currently playing on LG webOS.
• Manage FRITZ!Box parental controls by granting extra internet time or blocking access.
• Find TVs on the local network and share setup between phone and terminal with QR codes or links.
• Wake the TV over the network, including through supported FRITZ!Box routers.

Milestones

• FRITZ!Box internet access controls (#013, 647a770)
• Go companion command-line tool (#041, 5cc87ea)
• Wake-on-LAN across interfaces and routers (#057, 58d20b8, d4fb91e)

Five-layer architecture

Terminal

CLI, headless export

Desktop

Linux, GTK4, GNOME

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Sharp zoom and panning keep pixel-art edges clear as you inspect an image.
• Play sprite sheets as animations, step through frames and detect sequences automatically.
• Click a pixel to inspect its color or drag across the image to crop it.
• Export PNG, GIF, WebM or ICO files, or preview images from the GNOME Files right-click menu.

Milestones

• Cursor-centered zoom and image panning (#006, 4e065bd)
• Pixel color picking and drag-to-crop (#007, 53d81b3)
• Crop coordinates correct at every zoom and scale factor (641c0a2)

Five-layer architecture

Terminal

—

Desktop

—

Inference / AI

—

Containers / VM

—

Web

JavaScript, Canvas 2D, Web Workers, WebGPU

Key Capabilities

• Models cars, traffic lights, turning paths, yielding and short turn lanes in two dimensions.
• JSON scenarios describe signalized crossings and Dresden's Carolabrücke bridge corridor.
• Web Workers run simulations on separate browser threads; optional WebGPU shares work with the graphics processor and checks results against the CPU version.
• Headless Node.js checks validate schemas, traffic behavior and worker communication.

Milestones

• Simulation runs in Web Workers (#076, 59ef8d3)
• WebGPU results compared with the CPU version (#077, #078, a17fc28)
• Worker handling of turn-pocket occupancy corrected (#093, a7df724)

Five-layer architecture

Terminal

PTYs, terminal recording

Desktop

Linux, Wayland, Sway

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• A `.reel` script lists keystrokes, apps and presentation; Wayreel runs and records each step.
• Uses nested Sway, a separate Wayland desktop, so recording leaves your desktop free.
• Checks required commands before sending input; missing apps stop playback early.
• Includes script linting, syntax checks and editor support for the `.reel` format.

Milestones

• First release and consolidated script parser (#04, cec5821, e194035)
• Required-command checks before playback (#31, 023d821, aa70d53)
• Terminal-only recording experiment (#37, c6075c5)

Five-layer architecture

Terminal

CLI

Desktop

headless Wayland

Inference / AI

—

Containers / VM

Podman, Docker

Web

—

Key Capabilities

• Builds a container and records Wayreel scenarios without a host desktop session.
• Includes sample recording scenarios and a live-preview command.

Five-layer architecture

Terminal

CLI

Desktop

Linux, GTK4, GNOME Files

Inference / AI

—

Containers / VM

—

Web

—

Key Capabilities

• Reorder PDFs and choose page ranges before merging.
• Also offers a command-line mode and reports when page-selection tools are missing.

Five-layer architecture

Terminal

—

Desktop

—

Inference / AI

—

Containers / VM

—

Web

mdBook, HTML/CSS/JavaScript, DuckDB-WASM

Key Capabilities

• Offline readers for books and PDFs, alongside slide decks.
• A Go tool that converts Markdown files into HTML presentations.
• The VDDA demo runs DuckDB, a database compiled to WebAssembly, in the browser.
• Build checks verify links, writing rules, rendered pages, website files and formatting.

Milestones

• Book, slide compiler and PDF foundations (#003, #004, 9a3ac88)
• Coordinating coding assistants across projects (344f0a8, ca31a89)
• Guidance for assistants working across repositories (af74dc2)

Five-layer architecture

Terminal

—

Desktop

—

Inference / AI

—

Containers / VM

—

Web

static HTML/CSS, first-party JavaScript, Node.js build

Key Capabilities

• Browse guides to tools, skills, commands and installation.
• Static pages work without JavaScript; an optional site filter helps visitors search.
• Read project stories and practices backed by cited evidence.
• Build checks validate content and links, then test pages through a local web server.

Milestones

• Tools, skills, commands and setup guides (#007, #018, 2b9e21d)
• Harnez capabilities and workflow catalog (43c6913)
• Evidence-led portfolio pages (#025, d0ea395)

Five-layer architecture

Terminal

—

Desktop

—

Inference / AI

—

Containers / VM

—

Web

static HTML/CSS/JavaScript, SVG, SSH deployment

Key Capabilities

• Project cards and showcases generated from one YAML file per project.
• Go package pages direct Go tools to the source repository and visitors to its project page.
• A dashboard shows summarized agent usage and tool activity from aggregated data.
• Static pages need no build step; checks catch broken package details, asset paths and licensing.

Milestones

• Direct SSH deployment (bf69b1d)
• Agent activity dashboard (#030, f1545d2, 9809338)
• Interactive project card showcase (#058, 978fea1)