remote-compute-ssh SKILL.md skillA
remote-compute-ssh from xuzhougeng/wisp-science is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xuzhougeng/wisp-science/remote-compute-ssh@git:20261021.2364dfePins git:20261021.2364dfe in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- xuzhougeng/wisp-science
- Path
skills/remote-compute-ssh/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261021.2364dfe, committed Oct 21, 2026
- First version recorded
- Aug 14, 2026
- Size
- 14,983 bytes
- Repository stars
- 1,068
- License
- AGPL-3.0
Submit recoverable SSH-direct research Runs with live progress cards and model-free monitoring, including Slurm, PBS, LSF, and Grid Engine batch jobs from a cluster login node.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Remote compute over SSH Use this skill after choosing an `ssh:<alias>` execution context. Wisp owns the job lifecycle locally: `run_in_context` creates the Run record, stages explicit inputs with persisted byte progress, and starts a detached supervisor on the server. The Runs panel and SQLite record remain authoritative if the conversation ends or Wisp restarts. When the context reports a `scheduler` or the server is a cluster login node, submit heavy work through the scheduler wrapper described in [Cluster scheduler jobs](#cluster-scheduler-jobs), not directly on the login node. ## Dispatch workflow 1. Use short `run_in_context` calls for read-only discovery such as `nvidia-smi -L`, `which python3`, or `module avail`. Free-form shell SSH is disabled. Use the interpreter path reported by the context probe; do not assume a `python` alias exists when the probe found `python3`. 2. Put the real command in one `run_in_context` call. Include environment activation in the command so the Run is reproducible. 3. To watch the Run or wait for later work, call `monitor_run` with the returned Run id. Wisp inserts a live card in the conversation, suspends …
Read the whole file at its exact version.
How to install
mdr add xuzhougeng/wisp-science/remote-compute-ssh@sha256:36d03da450e776d2The line at the top of this page pins the label git:20261021.2364dfe, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_nl4gruf2bpphl5w6)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 14, 2026 and Oct 21, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261021.2364dfe latest | 2026-10-21 | 2364dfe | 14,983 B | A | view · diff |
| git:20261016.4800c94 | 2026-10-16 | 4800c94 | 14,747 B | A | view · diff |
| git:20260819.121c65a | 2026-08-19 | 121c65a | 10,478 B | A | view · diff |
| git:20260816.0fb472f | 2026-08-16 | 0fb472f | 10,064 B | A | view · diff |
| git:20260815.fd51c0a | 2026-08-15 | fd51c0a | 9,647 B | A | view · diff |
| git:20260815.f30fd5d | 2026-08-15 | f30fd5d | 9,065 B | A | view · diff |
| git:20260814.db147ba | 2026-08-14 | db147ba | 8,830 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14983 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
xuzhougeng/wisp-science · 1,068 stars · license AGPL-3.0 · pushed 2026-11-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nl4gruf2bpphl5w6 GET https://markdownregistry.com/api/v1/resolve?ref=xuzhougeng/wisp-science/remote-compute-ssh GET https://markdownregistry.com/api/v1/blob/36d03da450e776d2b4141af83b519874fa3fc4103f31b90cc5b710f4f3153f83
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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