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nat-optimization
NVIDIA/NeMo-Agent-ToolkitSkill
Use when configuring or running NeMo Agent Toolkit optimization with `nat optimize`, including Optuna parameter tuning, prompt evolution, optimizer sizing, output interpretation, and optimizer datasets.
Why this score
This repo hosts 10 skills, so its 2,661 stars are split between them (about 266 each) for scoring.
Popularity score: 75/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 2545d2c9d34a, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onenat-optimization NVIDIA/NeMo-Agent-Toolkit · Skill | 75 | ★ 2.7k | ≈55 always | 17d ago |
| tool-prompt-optimization can1357/oh-my-pi · Skill Both about optimization and prompt | 91 | ★ 36k | ≈140 always | 16d ago |
| optimization-agent secondsky/claude-skills · Subagent Both about optimization and optimize | 57 | ★ 231 | ≈71 in chat | 16d ago |
| rea-analysis-optimization morluto/rea · Skill Both about optimization and optimize | 99 | ★ 336k | ≈70 always | 16d ago |
| llvm-optimization gmh5225/awesome-llvm-security · Skill Both about optimization and tuning | 64 | ★ 887 | ≈68 always | 1mo ago |
| app-store-optimization alirezarezvani/claude-code-skill-factory · Skill Both about optimization and toolkit | 54 | ★ 889 | ≈44 always | 12mo ago |