ClaudSkills / General / agents-skills-meta

Cuopt Skill Evolution

Q: What is a Claude Code skill and how does the Cuopt Skill Evolution skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Cuopt Skill Evolution is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: agents-skills-meta · Last updated: 2026-05-31

After solving a non-trivial problem, detect generalizable learnings and propose skill updates. Always active — applies to every interaction.

About this skill (catalog notes)

Cuopt Skill Evolution includes at least one code block. At roughly 2,312 words the SKILL.md is on the longer end of the catalog distribution.

Source: docs.nvidia.com/skills
Original author: NVIDIA
Indexed lastmod: 2026-05-31
Catalog position: General · agents-skills-meta
Indexed related skills: 10

How Cuopt Skill Evolution fits the catalog

Cuopt Skill Evolution sits in the General category under the agents-skills-meta sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Skills improve through a single workflow: solve the user's problem, notice when a generalizable learning surfaced, score it if you can, then propose an update. The presence or absence of ground truth changes the confidence attached to a proposal, not the steps you take.

What this skill does

Cuopt Skill Evolution is a community-contributed Claude Code skill in the agents-skills-meta sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/cuopt-skill-evolution/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Cuopt Skill Evolution Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 76,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/cuopt-skill-evolution
curl -L https://claudskills.com/skills/cuopt-skill-evolution/SKILL.md \
  -o ~/.claude/skills/cuopt-skill-evolution/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/cuopt-skill-evolution/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/cuopt-skill-evolution/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\cuopt-skill-evolution\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Cuopt Skill Evolution Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/cuopt-skill-evolution/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Cuopt Skill Evolution skill do?

After solving a non-trivial problem, detect generalizable learnings and propose skill updates. Always active — applies to every interaction.

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Cuopt Skill Evolution skill?

Use Cuopt Skill Evolution when your Claude Code task falls under the General category — specifically in the agents skills meta area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Cuopt Skill Evolution" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Cuopt Skill Evolution skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Cuopt Skill Evolution is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/NVIDIA/skills/blob/HEAD/skills/cuopt-skill-evolution/SKILL.md
Author: NVIDIA
Website: https://docs.nvidia.com/skills

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

NVIDIA. (2026). Cuopt Skill Evolution [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/cuopt-skill-evolution/

BibTeX

@misc{cuopt-skill-evolution-2026,
  author    = {NVIDIA},
  title     = {Cuopt Skill Evolution [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/cuopt-skill-evolution/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/cuopt-skill-evolution.svg)](https://claudskills.com/skills/cuopt-skill-evolution/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel