get-available-resources
LeonChaoX/qinyan-academic-skillsThis skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs,…
Scores out of 100 · grade A
2026-08-13Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score92/100
- no commits in the last 12 weeks
Adopted
20% of the score40/100
- 796 stars on the source repo.
Documented
15% of the score91/100
- 1,115 words with worked examples.
- Ships 1 bundled file.
Install
npx skills add LeonChaoX/qinyan-academic-skills/get-available-resourcesWhat it says it does
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.
Also in LeonChaoX/qinyan-academic-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| pymcLeonChaoX/qinyan-academic-skills | clean | Skill | 750 stars | 13 days ago | |
| pytdcLeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago | |
| rdkitLeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago | |
| fda-databaseLeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago | |
| scikit-learnLeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago | |
| stable-baselines3LeonChaoX/qinyan-academic-skills | clean | Skill | 796 stars | 24 days ago |
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