probe-compute-environment SKILL.md skillA
probe-compute-environment 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/probe-compute-environment@git:20261016.4800c94Pins git:20261016.4800c94 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/probe-compute-environment/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261016.4800c94, committed Oct 16, 2026
- First version recorded
- Jul 16, 2026
- Size
- 1,954 bytes
- Repository stars
- 1,068
- License
- AGPL-3.0
Inspect a registered execution server before compute planning and interpret its persisted capability profile. Use when a server is added, when the user clicks Probe, before enabling an unfamiliar SSH/WSL resource, or when deciding whether GPU, sudo/root, a scheduler, Python, R, conda, mamba, or environment modules are available.
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
# Probe compute environment Use Wisp's environment Probe action. It performs bounded, read-only checks and stores the result on the `ExecutionContext`. An SSH probe batches every check into one authenticated session; do not replace it with an ad-hoc SSH discovery loop. Batch SSH uses `IdentitiesOnly=yes`; users relying on a non-default ssh-agent key must configure its `IdentityFile` in Wisp or SSH config. After probing: 1. Treat persisted capabilities as the server contract until it is probed again. 2. Treat `gpu_summary: null` as **no usable GPU**. Plan CPU work and never add CUDA/GPU flags speculatively. 3. Treat `privilege: unprivileged` as **no root or passwordless sudo**. Do not use `sudo`, system package managers, or system paths; prefer user-space environments, modules, containers already installed by the administrator, or ask the user for an administrator-installed dependency. 4. Use a detected scheduler rather than running long work on a login node: submit through the scheduler wrapper in `remote-compute-ssh`. A detected `qsub` is reported as `pbs` even when it is Grid Engine; let the wrapper identify it. …
Read the whole file at its exact version.
How to install
mdr add xuzhougeng/wisp-science/probe-compute-environment@sha256:04fe8fdbdc60894cThe line at the top of this page pins the label git:20261016.4800c94, 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_qbnijshhxz4eem7n)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 16, 2026 and Oct 16, 2026, about one every 46 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.4800c94 latest | 2026-10-16 | 4800c94 | 1,954 B | A | view · diff |
| git:20260717.2ceb8b3 | 2026-07-17 | 2ceb8b3 | 1,786 B | A | view · diff |
| git:20260716.ce9fce6 | 2026-07-16 | ce9fce6 | 1,421 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 (1954 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_qbnijshhxz4eem7n GET https://markdownregistry.com/api/v1/resolve?ref=xuzhougeng/wisp-science/probe-compute-environment GET https://markdownregistry.com/api/v1/blob/04fe8fdbdc60894c9b7c7b1f7ac670f697353dfa13c6149a5270ff1911582325
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.