Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/openwong2kim/wmuxnpx agentmods add skills/openwong2kim/wmux/jev-desktopWrote 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/openwong2kim/wmux/jev-desktop)<a href="https://agentmods.dev/skills/openwong2kim/wmux/jev-desktop"><img src="https://agentmods.dev/badge/skills/openwong2kim/wmux/jev-desktop/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/openwong2kim/wmux/jev-desktop"><img src="https://agentmods.dev/badge/skills/openwong2kim/wmux/jev-desktop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00125 | $0.04225 |
| Opus 5.5 | $0.00050 | $0.01690 |
| Sonnet 5.5 | $0.00025 | $0.00845 |
| Haiku 4.5 | $0.00013 | $0.00422 |
Grade A, and why
jev-desktop 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 yesterday.
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 — 286 lines — stays where its author put it; the contents beside it link to each section on GitHub.
jev-desktop
This skill requires a clone of the agent-desktop repository (the scripts live in scripts/jev/ and ship in no installed package) and a TYPESAFE_API_KEY.
Two entry points over the same screen reading. run.mjs takes a goal and drives
until it is met. act.mjs takes one step and hands the plan back to you. Neither
puts the tree in your context.
The loop
node scripts/jev/run.mjs --app Finder "open the Applications folder"
node scripts/jev/run.mjs --app TextEdit --cursor --text "A line to write." "write the supplied sentence into the document"
Each turn reads the screen, asks for one operation and a target for that operation in the same request, carries it out, and reads again. It prints one JSON line per turn and one when it stops (shown trimmed).
{"turn":{"step":1,"operation":"CLICK","target":"treeitem \"Applications\"",
"confidence":1,"ok":true,"delivery":"delivered_verified","changed":true}}
{"stop":"done","confidence":0.96}
The operations are CLICK, TYPE_TEXT, CHECK, UNCHECK, EXPAND,
COLLAPSE, SCROLL, DRILL, WIDEN, WAIT, DONE and BLOCKED. Only the
ones something on screen can receive are offered: DRILL for a region that
reports it holds more, WIDEN only after a DRILL. SCROLL always scrolls
down. delivery is waited for WAIT and looked for DRILL and WIDEN.
The target is asked once per operation. click_target is chosen from the
elements that advertise Click, type_text_target from those that advertise
SetValue, and so on. Only the head matching the chosen operation is read, so a
target can never be incompatible with the verb that acts on it.
Looking is an operation. A window is read with --skeleton first, so a dense
document costs the same first look as a small panel. A region that was cut off
reports how much it holds, and DRILL pins it as the root for later turns.
WIDEN gives the whole window back.
CHECK and UNCHECK instead of a toggle. Both are idempotent: a box already
in the wanted state stays there.
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.
- yesterday First seen · 286 lines · 125 tokens per session scan A 9149311fdb56
jev-desktop is a skill published in the GitHub repository openwong2kim/wmux (448 stars, last pushed yesterday), licensed MIT. It adds 125 tokens to every session and 4,225 once invoked, about $0.0005 per session on Opus 5.5. 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 2026-11-07.
jev-desktop compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| jev-desktopopenwong2kim/wmux | Skill | 448 | yesterday | MIT | A | 125 | Claude Code, Codex |
| melayamelaya-labs/melaya-mcp | Skill | 1 | yesterday | Apache-2.0 | A | 206 | Claude Code |
| loopWritbase/writbase | Skill | 11 | 7mo ago | Apache-2.0 | A | 35 | Claude Code, Codex |
| pinchtab-mcppinchtab/pinchtab | Skill | 11k | 11d ago | MIT | A | 52 | Claude Code, Codex |
| tmuxTeam-Commonly/commonly | Skill | 1.4k | today | Apache-2.0 | A | 48 | Claude Code, Codex |
| deja-reflectvshulcz/deja-vu | Skill | 1.4k | yesterday | MIT | A | 49 | Claude Code |
| Agent Browser AutomationPramodDutta/qaskills | Skill | 245 | 5d ago | MIT | A | 37 | Claude Code, Codex |