rgsl888prabhu

Update `cuopt-user-rules` skill content for the
`mathematical_optimization` namespace refactor from #1446.

## Summary
- Port skill changes from #1446 to a dedicated per-skill PR
- Adds blank line under SKILL.md header to trigger NVSkills evaluation
and signing

## NVSkills CI
Comment `/nvskills-ci` to trigger evaluation and signing.

---------

Signed-off-by: nvskills-svc-account <svc-nvskills-signing@nvidia.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: nvskills-svc-account <svc-nvskills-signing@nvidia.com>

Author: 3 people

skills/cuopt-user-rules/BENCHMARK.md

@@ -7,7 +7,7 @@ This benchmark summarizes 3-Tier Evaluation from NVSkills-Eval results for the s
 ## Evaluation Summary
 
 - Skill: `cuopt-user-rules`
-- Evaluation date: 2026-06-22
+- Evaluation date: 2026-06-26
 - NVSkills-Eval profile: `external`
 - Environment: `astra-sandbox`
 - Dataset: 1 evaluation tasks
@@ -55,10 +55,10 @@ Task composition is derived from the evaluation dataset when possible. Entries w
 | Dimension | Num | `claude-code` | `codex` |
 |---|---:|---:|---:|
 | Security | 1 | 100% (+0%) | 100% (+0%) |
-| Correctness | 1 | 55% (+20%) | 97% (+39%) |
-| Discoverability | 1 | 25% (+0%) | 58% (+5%) |
-| Effectiveness | 1 | 42% (+12%) | 92% (+65%) |
-| Efficiency | 1 | 25% (+0%) | 34% (-9%) |
+| Correctness | 1 | 65% (+20%) | 94% (+36%) |
+| Discoverability | 1 | 25% (+0%) | 62% (+0%) |
+| Effectiveness | 1 | 43% (+12%) | 94% (+65%) |
+| Efficiency | 1 | 25% (+0%) | 48% (-12%) |
 
 Score values show skill-assisted performance. Values in parentheses show uplift versus the no-skill baseline when baseline data is available.
 

skills/cuopt-user-rules/SKILL.md

@@ -13,6 +13,7 @@ metadata:
 
 
 
+
 # cuOpt User Rules
 
 **Read this when helping someone *use* cuOpt** (calling the SDK, installing, deploying the server). For modifying cuOpt itself, switch to `cuopt-developer`.

skills/cuopt-user-rules/skill-card.md

@@ -9,23 +9,30 @@ NVIDIA <br>
 ### License/Terms of Use: <br>
 Apache 2.0 <br>
 ## Use Case: <br>
-Developers and engineers using NVIDIA cuOpt who need structured guidance for problem formulation, environment setup, API usage, and result verification across routing, LP, MILP, and QP optimization interfaces. <br>
+Developers and engineers using NVIDIA cuOpt for optimization tasks (routing, LP, MILP, QP) who need guidance on correct API usage, installation, environment setup, and interaction patterns. <br>
 
 ### Deployment Geography for Use: <br>
 Global <br>
 
+## Requirements / Dependencies: <br>
+**Requires API Key or External Credential:** [No] <br>
+**Credential Type(s):** [None] <br>  
+
+Do not include secrets in prompts/logs/output; use least-privilege credentials; rotate keys as appropriate. <br>
+
 ## Known Risks and Mitigations: <br>
 Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills. <br>
 Mitigation: Review and scan skill before deployment. <br>
 
 ## Reference(s): <br>
 - [cuOpt User Guide](https://docs.nvidia.com/cuopt/user-guide/latest/introduction.html) <br>
 - [cuOpt API Reference](https://docs.nvidia.com/cuopt/user-guide/latest/api.html) <br>
-- [cuopt-examples Repository](https://github.com/NVIDIA/cuopt-examples) <br>
+- [cuopt-examples repo](https://github.com/NVIDIA/cuopt-examples) <br>
+- [Google Colab notebooks](https://colab.research.google.com/github/nvidia/cuopt-examples/) <br>
 
 
 ## Skill Output: <br>
-**Output Type(s):** [Code, Configuration instructions, Analysis] <br>
+**Output Type(s):** [Configuration instructions, Code, Analysis] <br>
 **Output Format:** [Markdown with inline code blocks] <br>
 **Output Parameters:** [1D] <br>
 **Other Properties Related to Output:** [None] <br>
@@ -37,7 +44,7 @@ Mitigation: Review and scan skill before deployment. <br>
 
 
 ## Evaluation Tasks: <br>
-Evaluated against 1 evaluation task (positive skill-activation case) in the NVSkills-Eval external profile. <br>
+Evaluated against 1 evaluation task in the NVSkills-Eval external profile within astra-sandbox environment. <br>
 
 ## Evaluation Metrics Used: <br>
 Reported benchmark dimensions: <br>
@@ -62,10 +69,10 @@ Underlying evaluation signals used in this run: <br>
 | Dimension | Num | `claude-code` | `codex` |
 |---|---:|---:|---:|
 | Security | 1 | 100% (+0%) | 100% (+0%) |
-| Correctness | 1 | 55% (+20%) | 97% (+39%) |
-| Discoverability | 1 | 25% (+0%) | 58% (+5%) |
-| Effectiveness | 1 | 42% (+12%) | 92% (+65%) |
-| Efficiency | 1 | 25% (+0%) | 34% (-9%) |
+| Correctness | 1 | 65% (+20%) | 94% (+36%) |
+| Discoverability | 1 | 25% (+0%) | 62% (+0%) |
+| Effectiveness | 1 | 43% (+12%) | 94% (+65%) |
+| Efficiency | 1 | 25% (+0%) | 48% (-12%) |
 
 ## Skill Version(s): <br>
 26.08.00 (source: frontmatter) <br>

skills/cuopt-user-rules/skill.oms.sig

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