optimize-for-gpu
GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumPy, SciPy, pandas, scikit-learn, NetworkX, scikit-image, vector-search, image-processing, graph, simulation, or file-I/O workloads; CuPy, cuDF, cuML, c…
Install / Use
npx skills add K-Dense-AI/scientific-agent-skills --skill optimize-for-gpuInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
MarketingSupported Platforms
Our assessment of optimize-for-gpu
optimize-for-gpu scores 89/100 on our quality scale, 40th of 111 Marketing skills we index (top 37%).
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 46,441 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 3 days ago, so optimize-for-gpu is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
optimize-for-gpu compared with similar skills
All 4 of these similar skills score higher than optimize-for-gpu; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| optimize-for-gpu (this skill)by K-Dense-AI | 89 | 46.4k | 3d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.3k | 9d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.7k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 83.4k | today | MCP Server |
| LocalAIby mudler | 100 | 49.3k | today | MCP Server |
Frequently asked questions
- How do I install optimize-for-gpu?
- Run
npx skills add K-Dense-AI/scientific-agent-skills --skill optimize-for-gpu. The install tabs above show the steps for each supported agent. - Which AI agents does optimize-for-gpu work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is optimize-for-gpu safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is optimize-for-gpu still maintained?
- The repository was last updated 3 days ago, so optimize-for-gpu is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.