remote-compute-ssh SKILL.md skillA
remote-compute-ssh from pengqianhan/ai-human-research-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pengqianhan/ai-human-research-os/remote-compute-ssh@git:20260715.38d79bePins git:20260715.38d79be in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pengqianhan/ai-human-research-os
- Path
research-skills-hub/claude-science-skills/skills/remote-compute-ssh/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260715.38d79be, committed Jul 15, 2026
- Size
- 19,671 bytes
- Repository stars
- 3
- License
- MIT
Submit→wait_for_notification→harvest workflow for the user's SSH/SLURM hosts. Load once you've decided to dispatch remote.
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
You've decided to run this on the user's SSH host. This skill covers the orchestration layer — partitions, env activation, job scripts, file transfer, recovery — not the science; what to run and why comes from the task and its own skills. Each `c.submit_job()` puts an approval modal in front of the user and, once approved, spends their allocation; a string of failed submits costs their attention, their compute, and their trust. So the shape of a good run is: read what's already known about this host, ask once for what isn't, land the first submit, and write down what you learned about the host or compute provider so the next session goes straight to the job. ## Workflow Every `host.compute.*` call in this skill runs via the **`repl` tool** (the control-plane kernel), not the `python` tool. Job submission opens the user's approval modal and the SSH connection from the orchestrator's own process; that has to happen outside the sandboxed data workspace, so `host.compute` simply isn't attached in the `python` tool (you'd see `host has no method 'compute'`). The two kernels share your workspace directory but not memory, so the rhythm is: prepare inputs in a `python` …
Read the whole file at its exact version.
How to install
mdr add pengqianhan/ai-human-research-os/remote-compute-ssh@sha256:a516ed29a98a9d8fThe line at the top of this page pins the label git:20260715.38d79be, 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_vjmbetjhvybt242j)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 15, 2026.
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 (19671 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
pengqianhan/ai-human-research-os · 3 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vjmbetjhvybt242j GET https://markdownregistry.com/api/v1/resolve?ref=pengqianhan/ai-human-research-os/remote-compute-ssh GET https://markdownregistry.com/api/v1/blob/a516ed29a98a9d8f4b268a8467138d0a255163045cb8ef1c10b47ad3a2cc3fe5
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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