Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add Lifecycle-Innovations-Limited/claude-ops/plugin install opsWrote 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/lifecycle-innovations-limited/claude-ops/ops-desktop)<a href="https://agentmods.dev/skills/lifecycle-innovations-limited/claude-ops/ops-desktop"><img src="https://agentmods.dev/badge/skills/lifecycle-innovations-limited/claude-ops/ops-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/lifecycle-innovations-limited/claude-ops/ops-desktop"><img src="https://agentmods.dev/badge/skills/lifecycle-innovations-limited/claude-ops/ops-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 | $0.00027 | $0.02100 |
| Opus 5 | $0.00014 | $0.01050 |
| Sonnet 5 | $0.00005 | $0.00420 |
| Haiku 4.5 | $0.00003 | $0.00210 |
Grade A, and why
ops-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 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 — 206 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OPS ► DESKTOP
Load ops-rules before acting. Public repo (no personal data). Outbound: one draft → one approval → one send. If AskUserQuestion / Workflow are missing, follow Rule 10 in ops-rules (Hermes: numbered options / two-turn Telegram card; delegate_task).
/ops:desktop drives a real GUI desktop (Linux noVNC pool, partial macOS / Windows support) through the desktop-act FastMCP server. Use it for tasks that browser-only automation can't reach: native dialogs, OS file pickers, multi-window flows, screen-recording verification.
The MCP tool schemas are deferred. Load them with ToolSearch on demand:
ToolSearch select:mcp__desktop-act__acquire_desktop,mcp__desktop-act__screenshot,mcp__desktop-act__click,mcp__desktop-act__type_text,mcp__desktop-act__release_desktop
Runtime Context
Before any route runs, resolve:
- Plugin root:
${CLAUDE_PLUGIN_ROOT}— used to locate the launcher. - MCP launcher:
${CLAUDE_PLUGIN_ROOT}/mcp-servers/desktop-act-launcher.py— auto-discovers an installed desktop-act marketplace or, if absent, clones from$DESKTOP_ACT_REPO(defaulthttps://github.com/Lifecycle-Innovations-Limited/desktop-act.git) and bootstraps a venv on first run. - noVNC default:
http://<box-host>:6082— primary desktop.acquire_desktop()provisions extra sessions on:6082+. - Mobile / SSH mode: if
$SSH_CONNECTION,$SSH_CLIENT, or$SSH_TTYis set, emit compact text-only output per Rule 7 (no banners, no tables, plain lines). The noVNC URL is the one piece the user definitely needs — print it once on a copy-able line.
Routing table
Parse $ARGUMENTS and route. First token decides:
| First arg | Route |
|---|---|
(empty) / status |
Print MCP status, default noVNC URL, active sessions, and platform support note |
list |
mcp__desktop-act__list_desktops — show pool state |
release <id> |
mcp__desktop-act__release_desktop(session_id) — free a session |
release-all |
Release every session this skill has open this turn |
| anything else | Treat as a goal — acquire → observe → drive → verify → release |
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 · 206 lines · 27 tokens per session scan A 1d32c3832816
ops-desktop is a skill published in the GitHub repository Lifecycle-Innovations-Limited/claude-ops (187 stars, last pushed today), licensed MIT. It adds 27 tokens to every session and 2,100 once invoked, about $0.0001 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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