ops-desk

ops-desk is a skill for Claude Code, Codex from runxhq/runx. It costs 49 tokens per session (4,021 once invoked), scanned A, original, Apache-2.0.

An operations desk layer that turns a project, workspace, or account snapshot into a prioritized packet of findings, checks, approvals, and next actions.

In plain words
What is it for?
It reads bounded state, classifies risks, identifies read-only checks, selects the appropriate skill lane, requests needed approvals, and defines how execution should be verified.
Why use it?
It helps an operator understand what needs attention and routes work to the correct governed process without performing consequential actions prematurely.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It reads bounded state, classifies risks, identifies read-only checks, selects the appropriate…

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Install with agentmods
npx agentmods add skills/runxhq/runx/ops-desk
Install

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.

Any agent
npx skills add runxhq/runx --skill ops-desk
Clone the repo
git clone --depth 1 https://github.com/runxhq/runx

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for ops-desk

README.md
[![agentmods](https://agentmods.dev/badge/skills/runxhq/runx/ops-desk.svg)](https://agentmods.dev/skills/runxhq/runx/ops-desk)
Your own site
<a href="https://agentmods.dev/skills/runxhq/runx/ops-desk"><img src="https://agentmods.dev/badge/skills/runxhq/runx/ops-desk.svg" alt="Measured on agentmods" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,021 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00049 $0.04021
Opus 5 $0.00024 $0.02011
Sonnet 5 $0.00010 $0.00804
Haiku 4.5 $0.00005 $0.00402

Measured 3d ago against content hash 188a8eb83313, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

ops-desk 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 3d 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.

skills/ops-desk/SKILL.md · 385 lines

How it starts

The opening of the file, as written. The whole thing — 385 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ops Desk

Operate a project, workspace, or account from an agent-controlled desk.

This skill is the generic operations desk layer. It turns a state snapshot, an operator objective, and receipt-backed evidence into one safe ops desk packet: what is happening, what needs attention, what can be checked read-only, what requires approval, which governed lane should execute, and how success will be verified.

It is not the authority and it is not a second CLI. It does not replace domain skills from the registry (release, payments, board and thread products, and the like), provider-specific adapter skills, hosted API routes, repository workflows, or deploy commands. It routes to the existing interface with the smallest sufficient context and stops before any consequential act that lacks the right gate.

Composes

  • data-store#read_projection

What this skill does

The default operate_from_projection runner reads bounded durable state before producing an ops desk packet for a manager dashboard, agent session, or self-operation run. The explicit operate runner accepts an already-supplied snapshot. Both classify findings, rank the next action, select the governed lane, name blockers, write the approval prompt when a human decision is required, and states the receipt/effect/readback that will prove success.

It is useful before an action and after an action:

  • before action, it turns state into proposals and approval requests;
  • after action, it checks whether the expected receipt and projection appeared.

The model may diagnose and write the operator rationale. The mutation itself must be a deterministic handoff to an existing skill runner, CLI command, hosted API route, workflow, or provider tool.

When the desk should start from durable state, use operate_from_projection. That runner reads a projection through data-store first, then passes the projection as the dashboard snapshot. The storage provider is still selected by the logical data_source_ref; ops desk does not know whether state came from SQLite, Postgres, D1, Redis, or a product API.

Read the full file on GitHub · 385 lines

Changes

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.

  1. 3d ago First seen · 385 lines · 49 tokens per session scan A 188a8eb83313

Subscribe to this mod's changes

ops-desk is a skill published in the GitHub repository runxhq/runx (84 stars, last pushed 3d ago), licensed Apache-2.0. It adds 49 tokens to every session and 4,021 once invoked, about $0.0002 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 2026-09-03.