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vllm-ascend-workspace: Skill for Claude Code

.agents/skills/remote-toolbox/SKILL.md

remote-toolbox is a skill for Claude Code, Codex from maoxx241/vllm-ascend-workspace. It costs 39 tokens per session (1,263 once invoked), scanned A, original, MIT.

A command-line toolkit for operating managed VAWS remote machines and session containers. VAWS is the project's remote execution environment.

In plain words
What is it for?
Use it for remote endpoint development, job execution, service lifecycle tasks, artifact transfers, and managed session cleanup.
Why use it?
It provides structured ways to connect, run and monitor jobs, synchronize files, manage services, transfer results, and clean up containers without manually handling SSH processes.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is maoxx241/vllm-ascend-workspace's own configuration. It tells Claude Code and Codex how to work on vllm-ascend-workspace itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything vllm-ascend-workspace configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python3 .agents/scripts/remote_target_resolve.py (--machine <alias> | --session-id <id> | --session-file <path>).

not rated 36repo changed 2mo ago A scan SkillSpector: pass 39 tokens original MIT
View source ↗ maoxx241/vllm-ascend-workspace
Reuse

Borrowing it

Nothing to install: this file belongs to maoxx241/vllm-ascend-workspace. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/maoxx241/vllm-ascend-workspace/main/.agents/skills/remote-toolbox/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/maoxx241/vllm-ascend-workspace

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 remote-toolbox

README.md
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Your own site
<a href="https://agentmods.dev/skills/maoxx241/vllm-ascend-workspace/remote-toolbox"><img src="https://agentmods.dev/badge/skills/maoxx241/vllm-ascend-workspace/remote-toolbox/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 remote-toolbox

Your own site · 80×15
<a href="https://agentmods.dev/skills/maoxx241/vllm-ascend-workspace/remote-toolbox"><img src="https://agentmods.dev/badge/skills/maoxx241/vllm-ascend-workspace/remote-toolbox.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,263 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00039 $0.01263
Opus 5.5 $0.00016 $0.00505
Sonnet 5.5 $0.00008 $0.00253
Haiku 4.5 $0.00004 $0.00126

Measured 2mo ago against content hash 5156930a0d35, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

remote-toolbox 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 2mo 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.

.agents/skills/remote-toolbox/SKILL.md · 111 lines

How it starts

The opening of the file, as written. The whole thing — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.

VAWS Remote Toolbox

For a native-attached VAWS task, prefer the task-facing vaws_run and vaws_execution tools for supervised execution on a prepared runtime. They call this substrate behind the shared coordinator and retain host leases until owned processes and device occupancy are resolved. Do not pass their task, binding, or job ids as legacy --session-id values. Direct remote companion tools still use explicit endpoints and do not enforce a pool lease themselves.

Compatibility note: .remote-dev is now the preferred local-tool-like surface for ordinary remote endpoint development. Use this skill when the task needs managed VAWS target resolution, session containers, parity/sync, service adapters, artifact compatibility, or cleanup internals.

Use this skill when an agent needs to operate a managed VAWS machine or session container backend instead of writing raw SSH, scp, sftp, manual tail, or manual ps/kill commands.

Critical Rules

  • Prefer --session-id or --session-file for parallel work. Use --machine only for explicitly single-tenant legacy flows.
  • Entry points stream progress to stderr as __VAWS_REMOTE_TOOLBOX_PROGRESS__=<json>.
  • Final stdout is exactly one JSON object.
  • JSON failures must use one of: needs_input, blocked, failed, timeout, needs_repair, cancelled.
  • Let remote_job_start.py generate job ids by default. If you pass --job-id, it must be globally unique in this workspace; duplicate local job records are blocked before launching a remote process.
  • Artifact transfer uses SSH streaming plus manifest/hash verification. Do not depend on scp, sftp, or rsync.
  • remote_sync_plan --mode source-only and remote_sync_apply --mode source-only must not enter install/rebuild.
  • remote_sync_apply --mode materialize updates runtime sources but still skips install/rebuild.
  • remote_sync_apply --mode install delegates to remote-code-parity full install/rebuild behavior and consent gates.

Entry Points

Read the full file on GitHub · 111 lines

Files

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.

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. 2mo ago Changed · +7 lines 5156930a0d35
  2. 2mo ago First seen · 104 lines · 39 tokens per session scan A 508452de949b

Subscribe to this mod's changes

remote-toolbox is a skill published in the GitHub repository maoxx241/vllm-ascend-workspace (36 stars, last pushed 2mo ago), licensed MIT. It adds 39 tokens to every session and 1,263 once invoked, about $0.0002 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 2026-08-30.

CloudContainersDevOps and cloud
Related

remote-toolbox compared with skills from other repositories

remote-toolbox next to 6 skills from other repositories
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