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Get Started Free →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.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 44% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -71% | 0% |
| case-02 | ✓→✗ | ▼ Worse | -81% | 0% |
| case-04 | ✓→✓ | = Same ✓ | -63% | 0% |
| case-05 | ✓→✓ | = Same ✓ | -30% | 0% |
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:
gpu_summary: null as no usable GPU. Plan CPU work and never addCUDA/GPU flags speculatively.
privilege: unprivileged as no root or passwordless sudo. Do notuse 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.
python, Rscript, conda, mamba, or modulecmd exists when absent.
connection before manually probing again. Never loop or automatically retry an SSH probe. If it is merely stale relative to a server change, probe again before submitting work.
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