gpumdkit-sampling

gpumdkit-sampling is a Chemistry & materials skill for AI agents, published by zhyan0603 in the GPUMDkit repository on GitHub. Skillspace rates gpumdkit-sampling F (54/100) and it passed the safety scan; the rating is based on static analysis only.

Use when selecting or sampling structures from molecular dynamics trajectories. Provides uniform sampling, random sampling, farthest point sampling (FPS), structure perturbation, and force deviation selection. Use when user asks about: structure sampling, FPS, farthest point sampling, structure selection, perturbation, or training data preparation.

Grade
F
Quality
54 / 100
Safety
Passed
GitHub stars
162

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
82 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
GPL-3.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • over-broad allowed-tools ('*')

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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