nvidia/skills · skills/cuopt-multi-objective-exploration/SKILL.md

cuopt-multi-objective-exploration skillA

cuopt-multi-objective-exploration is agent-read markdown (skill) from nvidia/skills: Trace, complete, and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint)..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add nvidia/skills/cuopt-multi-objective-exploration@v26.10.00
Exact content
mdr add nvidia/skills/cuopt-multi-objective-exploration@sha256:4d05c810fd3db1d1

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gevmokiwsaoz55uy.svg)](https://markdownregistry.com/a/art_gevmokiwsaoz55uy)

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Versions

versioncommittedcommitsizeaudit
v26.10.00 latest2026-08-07 b3123b1 15,639 BA view · diff
v26.08.002026-08-03 08d1f34 15,638 BA view · diff
v26.08.002026-07-02 63c02e1 11,855 BA view · diff
v26.08.002026-06-29 2dceed6 11,883 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15639 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

nvidia/skills · 3,326 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gevmokiwsaoz55uy
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/cuopt-multi-objective-exploration
GET https://markdownregistry.com/api/v1/blob/4d05c810fd3db1d1032bfe929cfceb6c5574f625e46634cca3719966a99b5216

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.