Individual skill
get-available-resources
Detects host inventory and effective CPU, memory, disk, scheduler, container, and accelerator limits when a user asks for resource-aware planning or before a clearly resource-sensitive local workload. Produces a redacted JSON snapshot and conservative planning helpers without stress tests or assuming visible host hardware is usable.
skills/get-available-resources/SKILL.md
Source commit a25cf9ec00e2745d03f8704acf6f6919694ccd9a
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 56,551
- Repository last updated
- Nov 2, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-scientist Repository topic
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Files and excerpt
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Browse files
SKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesSKILL.mdcore · 11,697 bytesreferences/resource_semantics.mddoc · 11,198 bytesreferences/snapshot_schema.mddoc · 6,580 bytesreferences/sources.mddoc · 8,350 bytesscripts/_common.pyruns · 6,566 bytesscripts/accelerator_diagnostics.pyruns · 4,643 bytesscripts/detect_resources.pyruns · 66,122 bytesscripts/plan_workload.pyruns · 11,150 bytesscripts/snapshot_tools.pyruns · 17,976 bytes
Read excerpt
# Get Available Resources
Build a conservative picture of resources available to the **current process**.
Keep host inventory, process affinity, cgroup/container limits, scheduler
allocation, and accelerator runtime usability separate.
## Safety contract
Follow these rules:
- Run detection when the user requests it or a specific workload needs resource
planning. Do not persist a fingerprint for every scientific task.
- Use stdout by default. Persist only when the user chooses an explicit generic
local filename.