monitor-remote-jobs

monitor-remote-jobs is a skill for Claude Code, Codex from Liyuchen0118/console-automation-mcp-legacy. It costs 123 tokens per session (2,501 once invoked), scanned A, original, MIT.

A workflow for running and tracking work on local machines, SSH servers, or GitHub through RunBeacon. SSH is a secure way to connect to another computer, and SCP/SFTP transfer files over that connection.

In plain words
What is it for?
Starting and monitoring remote jobs, using SSH/SCP/SFTP credentials, selecting default servers, and handling GitHub publishing work.
Why use it?
It provides one tracked route for remote commands, deployments, inspections, and monitoring, including configured server credentials.

Skill for Claude CodeCodex

Written for Claude Code and Codex: PreToolUse hook event, but also agents/openai.yaml present. Also seen: mentions Codex.

Good fit Starting and monitoring remote jobs, using SSH/SCP/SFTP credentials, selecting default servers, and handling GitHub publishing work.

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Install with agentmods
npx agentmods add skills/liyuchen0118/console-automation-mcp-legacy/monitor-remote-jobs
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 Liyuchen0118/console-automation-mcp-legacy --skill monitor-remote-jobs
Clone the repo
git clone --depth 1 https://github.com/Liyuchen0118/console-automation-mcp-legacy

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 monitor-remote-jobs

README.md
[![agentmods](https://agentmods.dev/badge/skills/liyuchen0118/console-automation-mcp-legacy/monitor-remote-jobs/github.svg)](https://agentmods.dev/skills/liyuchen0118/console-automation-mcp-legacy/monitor-remote-jobs)
Your own site
<a href="https://agentmods.dev/skills/liyuchen0118/console-automation-mcp-legacy/monitor-remote-jobs"><img src="https://agentmods.dev/badge/skills/liyuchen0118/console-automation-mcp-legacy/monitor-remote-jobs/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.

agentmods 80×15 button for monitor-remote-jobs

Your own site · 80×15
<a href="https://agentmods.dev/skills/liyuchen0118/console-automation-mcp-legacy/monitor-remote-jobs"><img src="https://agentmods.dev/badge/skills/liyuchen0118/console-automation-mcp-legacy/monitor-remote-jobs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 123 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,501 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 $0.00123 $0.02501
Opus 5 $0.00062 $0.01251
Sonnet 5 $0.00025 $0.00500
Haiku 4.5 $0.00012 $0.00250

Measured 11d ago against content hash 06643fb87af4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

monitor-remote-jobs 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 11d 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/monitor-remote-jobs/SKILL.md · 85 lines

How it starts

The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Monitor Remote Jobs with RunBeacon

Use RunBeacon as the default route for non-interactive work on a remote machine, even when the user only says to run, deploy, inspect, or monitor something "on the server." Route any command whose completion matters through the plugin's tracked job tools. The plugin can only observe processes and SSH channels that it launches.

Availability contract

RunBeacon is available only when its MCP tools are registered in the current Codex task. If job_start and the related tools are not exposed, fail fast: tell the user that the updated plugin must be picked up in a new task or after restarting Codex. Do not launch lifecycle-server.js through a shell, bypass MCP with raw SSH, or create a temporary localhost dashboard (including port 8765). Those fallbacks cannot mount the MCP App reliably and may create slow model-driven polling.

Run and continue

For a request that already contains a complete command and explicitly selects the default SSH server, take the zero-exploration fast path: after reading this skill, make job_start the first task action with the command copied verbatim and useDefaultCredential: true. Do not inspect the current directory, README, tests, plugin source, tool registry, or credential profiles, and do not reconstruct or escape the command in JavaScript.

  1. Call job_start with the complete command and an optional label, timeout, RE2-compatible progress regex, and target. The plugin's PreToolUse Hook attaches the current prompt trace automatically; do not synthesize or replace requestTraceId or requestReceivedAt. The server binds one trace to one job. job_start is linked to the RunBeacon MCP App, so its queued result mounts the live dashboard immediately and the UI can observe the job from its first lifecycle state. Progress patterns are limited to 256 characters, must put the finite percentage in capture group 1, and cannot use backreferences or lookaround. For deployments or other operations that might be retried across separate user requests, also provide a stable idempotencyKey.
  2. Record the returned jobId.
  3. As the very next tool call, immediately call job_wait once with that jobId. Do not insert commentary, documentation reads, credential listing, status inspection, or additional planning between job_start and job_wait. Do not build a sleep/status loop and do not repeatedly call job_snapshot.
  4. After job_wait returns a terminal state, inspect its bounded output tail and continue the user's requested next step.
  5. If the server-side wait itself times out while the job is still running, tell the user and call job_wait at most once more when continued waiting is intended.

Read the full file on GitHub · 85 lines

Files

What ships with it

1 file 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.

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. 11d ago First seen · 85 lines · 123 tokens per session scan A 06643fb87af4

Subscribe to this mod's changes

monitor-remote-jobs is a skill published in the GitHub repository Liyuchen0118/console-automation-mcp-legacy (0 stars, last pushed 23d ago), licensed MIT. It adds 123 tokens to every session and 2,501 once invoked, about $0.0006 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 2026-08-31.