cuopt-numerical-optimization-api SKILL.md skillA
cuopt-numerical-optimization-api from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/skills/cuopt-numerical-optimization-api@v26.10.00Pins v26.10.00 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/skills
- Path
skills/cuopt-numerical-optimization-api/SKILL.md- Versions recorded
- 2
- Latest version
- v26.10.00, committed Aug 7, 2026
- First version recorded
- Jul 6, 2026
- Size
- 4,947 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# cuOpt Numerical Optimization API Model and solve LP, MILP, and QP problems using NVIDIA cuOpt's GPU-accelerated solver. ## Interface Selection Choose the reference for the user's interface: | Interface | When to use | Reference | |-----------|-------------|-----------| | **Python** | User is writing Python code | [references/python_api.md](references/python_api.md) | | **C / C++** | User is embedding in a C/C++ application | [references/c_api.md](references/c_api.md) | | **CLI** | User is solving from MPS files on the command line | [references/cli_api.md](references/cli_api.md) | If the interface is not yet clear, ask before writing any code. **Already using a modeling language?** cuOpt also works as a solver backend for third-party modeling tools — **AMPL, GAMS / GAMSPy, PuLP, JuMP, Pyomo, and CVXPY** — with near-zero code changes (point the model's solver at cuOpt). CVXPY additionally covers convex QP and, in beta, QCQP / SOCP. Prefer this when the user already has a model in one of these tools rather than porting it to the cuOpt API. See [Third-Party Modeling Languages](https://docs.nvidia.com/cuopt/user-guide/latest/thirdparty_modeling_languages/index.html). …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/cuopt-numerical-optimization-api@sha256:22d98062800f03fbThe line at the top of this page pins the label v26.10.00, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_5csmbd3vx7au3xlq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 6, 2026 and Aug 7, 2026, about one every 32 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v26.10.00 latest | 2026-08-07 | e0cd22d | 4,947 B | A | view · diff |
| v26.08.00 | 2026-07-06 | c2c5cbf | 4,946 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4947 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
nvidia/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5csmbd3vx7au3xlq GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/cuopt-numerical-optimization-api GET https://markdownregistry.com/api/v1/blob/22d98062800f03fb907b52c406f928da607c27d700345dc5c55306781ec9bfed
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.