OpenLoomi is an open-source desktop AI coworker that connects work tools, gathers context, and highlights decisions or actions needing attention. It is for people managing work across multiple apps, and its catalogue add-ons extend the resident desktop for agent frameworks such as Claude Code, Codex, OpenCode, Hermes, and OpenClaw.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add melandlabs/openloomi --skill cua-drivergit clone --depth 1 https://github.com/melandlabs/openloomiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/melandlabs/openloomi/cua-driver)<a href="https://agentmods.dev/skills/melandlabs/openloomi/cua-driver"><img src="https://agentmods.dev/badge/skills/melandlabs/openloomi/cua-driver/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/melandlabs/openloomi/cua-driver"><img src="https://agentmods.dev/badge/skills/melandlabs/openloomi/cua-driver.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Rogue Agent · line 39 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Rogue Agent · line 409 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00096 | $0.11818 |
| Opus 5 | $0.00048 | $0.05909 |
| Sonnet 5 | $0.00019 | $0.02364 |
| Haiku 4.5 | $0.00010 | $0.01182 |
Grade A, and why
cua-driver scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 888 lines — stays where its author put it; the contents beside it link to each section on GitHub.
cua-driver
Orchestrates macOS app automation via cua-driver. Whenever a user
asks to drive a native macOS app, follow the loop in this skill rather
than calling tools ad-hoc — the snapshot-before-action invariant is not
optional and silently breaks if you skip it.
The no-foreground contract — read this first
The user's frontmost app MUST NOT change. This is the whole reason cua-driver exists. Users pay for the right to keep typing in their editor while an agent drives another app in the background. Violate this rule and every other nice property the driver gives you (no cursor warp, no Space switch, no window raise) stops mattering — you just shipped the Accessibility Inspector with extra steps.
Before running any shell command, ask: "does this raise, activate, foreground, or make-key any app?" If yes, don't run it. Every one of the commands below activates the target on macOS and is therefore forbidden unless the user explicitly asked for frontmost state:
- Every form of the
openCLI —open -a <App>,open -b <bundle-id>,open <file>,open <path-to-App.app>,open <url>— always activates. macOS routes all forms through LaunchServices, which unhides and foregrounds the target regardless of whether you passed an app name, a bundle id, a document, a URL, or the bundle path itself. The activation happens even when the only intent was "start the process." Never useopenfor any app launch. This includes launching a just-built .app from a local build dir (e.g.open build/Build/Products/Debug/MyApp.app) — resolve theCFBundleIdentifierfromInfo.plistand uselaunch_appwith that id. See "The narrow carve-out" below for whylaunch_appis safe even when the app internally callsNSApp.activate. osascript -e 'tell application "X" to activate'— activates by design. Same for... to open <file>,... to launch, and anything withactivatein the tell block.osascript -e 'tell application "System Events" to ... frontmost'in a mutating form (settingfrontmostrather than reading it).- AppleScript files that invoke
activate,launch, oropenagainst the target app. cliclick(moves the user's real cursor to the target coords before clicking — a focus-steal-equivalent even if the app's window state is unchanged).CGEventPostwithcghidEventTaptargeting a coordinate over a different app's window (warps the cursor, possibly activates on hit).AppleScriptTask,NSAppleScript,Processwrappingosascriptthat contains any of the above.NSRunningApplication.activate(options:)called from your own helper binary — same class.- Dock clicks and any
openinvocation (see the first bullet — every form ofopengoes through LaunchServices which activates, full stop). - Keyboard shortcuts that semantically mean "focus here" —
most notably Chrome / Safari / Arc's
⌘L(focus omnibox) and Finder's⌘⇧G(Go to Folder). These aren't pure key events — the receiving app interprets "user wants to type here" as activation intent and raises its window to be key. Even when delivered to a backgrounded pid viahotkey, the downstream app pulls focus. For omnibox navigation specifically, the correct path islaunch_app({bundle_id: "com.google.Chrome", urls: ["https://…"]})— no omnibox dance, no⌘L, no focus-steal. Do NOT tryset_valueon the omnibox: Chrome's commit logic requires a "user-typed" signal that neither an AX value write norCGEvent.postToPidkeystrokes supply from a backgrounded pid — the URL lands in the field but Return fires as a no-op. SeeWEB_APPS.md→ "Navigate to a URL" for the full pattern. The general principle: a shortcut that says "put my cursor inside this app" is a focus-steal; a shortcut that says "do this thing" (copy, save, quit) is fine. - Tab-switching shortcuts in browsers (
⌘1..⌘9,⌘],⌘[,⌘⇧[,⌘⇧]) are visibly disruptive even when delivered to a backgrounded pid. The app's key handler processes the shortcut, the window re-renders the new tab's content, the user sees their tabs flipping. There is no AX-only workaround: page content (HTML, form state,AXWebArea) populates only for the focused tab; inspecting a background tab requires activating it, which is the visible flip. Observed with Dia; the same mechanic applies to every Chromium-family browser (Chrome, Arc, Brave, Edge).
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 888 lines · 96 tokens per session scan A 5c0e46c628d0
cua-driver is a skill published in the GitHub repository melandlabs/openloomi (1,025 stars, last pushed 9d ago), licensed Apache-2.0. It adds 96 tokens to every session and 11,818 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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