cuopt-numerical-optimization-formulation SKILL.md skillA
cuopt-numerical-optimization-formulation 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-formulation@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-formulation/SKILL.md- Versions recorded
- 5
- Latest version
- v26.10.00, committed Aug 7, 2026
- First version recorded
- May 29, 2026
- Size
- 19,584 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
LP, MILP, QP — concepts, problem-text parsing, and formulation patterns (parameters, constraints, decisions, objective). Concepts only; no API.
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
# Numerical Optimization Formulation Concepts and workflow for going from a problem description to a clear formulation across LP, MILP, and QP. No API code here. ## What is LP / MILP / QP - **LP**: Linear objective, linear constraints, continuous variables. - **MILP**: Same as LP plus some integer or binary variables (e.g., scheduling, facility location, selection). - **QP**: Quadratic objective (e.g., x², x·y terms — portfolio variance, least squares), linear constraints. **QP support in cuOpt is currently in beta.** ## Identifying problem type | Property | LP | MILP | QP | |---|---|---|---| | Objective | Linear | Linear | Quadratic (xᵀQx + cᵀx) | | Constraints | Linear | Linear | Linear + convex quadratic (inequality only) via second-order cones | | Variables | Continuous | Mixed: continuous + integer/binary | Continuous | | Sense | min or max | min or max | **minimize only** (negate to max) | | Duals / sensitivity | Dual values + reduced costs | **None** (integer optima) | Dual values + reduced costs | …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/cuopt-numerical-optimization-formulation@sha256:349af0dc4e57a34bThe 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_syuhtz6ac3h74epq)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 29, 2026 and Aug 7, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v26.10.00 latest | 2026-08-07 | e0cd22d | 19,584 B | A | view · diff |
| v26.08.00 | 2026-06-29 | e37c0a0 | 19,583 B | A | view · diff |
| v26.08.00 | 2026-06-24 | 78532c0 | 19,582 B | A | view · diff |
| v26.08.00 | 2026-06-22 | 9e9a108 | 19,329 B | A | view · diff |
| v26.08.00 | 2026-05-29 | 1ba3403 | 18,676 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 (19584 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_syuhtz6ac3h74epq GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/cuopt-numerical-optimization-formulation GET https://markdownregistry.com/api/v1/blob/349af0dc4e57a34b40eb27734229c3c2298ad4d9b91b5489e6191ba2b2aaa36f
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.