skills/cuopt-user-rules: update with benchmark details

skills/cuopt-user-rules/BENCHMARK.md

@@ -0,0 +1,64 @@
+# Evaluation Report
+
+Evaluation of the `cuopt-user-rules` skill before publication through NVSkills-Eval.
+
+This benchmark summarizes 3-Tier Evaluation from NVSkills-Eval results for the skill. The goal is to document whether the skill is safe, discoverable, effective, and useful for agents before it is published for broader workflow use.
+
+## Evaluation Summary
+
+- Skill: `cuopt-user-rules`
+- Evaluation date: 2026-05-29
+- NVSkills-Eval profile: `external`
+- Overall verdict: PASS
+- Tier 3 live agent evaluation: not available in this report
+
+## Agents Used
+
+- Tier 3 agent details were not available in this report.
+
+## Metrics Used
+
+Reported benchmark dimensions:
+
+- Security: checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access.
+- Correctness: checks whether the agent follows the expected workflow and produces the correct final output.
+- Discoverability: checks whether the agent loads the skill when relevant and avoids using it when irrelevant.
+- Effectiveness: checks whether the agent performs measurably better with the skill than without it.
+- Efficiency: checks whether the agent uses fewer tokens and avoids redundant work.
+
+Underlying evaluation signals used in this run:
+
+- No Tier 3 evaluation signal details were available in this report.
+
+## Test Tasks
+
+Tier 3 evaluation task details were not available in this report.
+
+## Results
+
+Tier 3 dimension rollup was not available in this report.
+
+## Tier 1: Static Validation Summary
+
+Tier 1 validation passed with observations. NVSkills-Eval ran 9 checks and found 8 total findings.
+
+Top findings:
+
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (`skills/cuopt-user-rules/SKILL.md`)
+- LOW QUALITY/quality_discoverability: No '## Purpose' section (`skills/cuopt-user-rules/SKILL.md`)
+- LOW QUALITY/quality_reliability: No prerequisites/requirements documented (`skills/cuopt-user-rules/SKILL.md`)
+- LOW QUALITY/quality_reliability: No limitations documented (`skills/cuopt-user-rules/SKILL.md`)
+- LOW QUALITY/quality_reliability: No troubleshooting section documented (`skills/cuopt-user-rules/SKILL.md`)
+
+## Tier 2: Deduplication Summary
+
+Tier 2 validation passed. NVSkills-Eval ran 2 checks and found 0 total findings.
+
+Notable observations:
+
+- Context Deduplication: Collected 1 file(s)
+- Inter-Skill Deduplication: Parsed skill 'cuopt-user-rules': 139 char description
+
+## Publication Recommendation
+
+The skill is suitable to proceed toward NVSkills-Eval publication based on this benchmark. Skill owners should keep this file with the skill and refresh it when the evaluation dataset, skill behavior, or target agents materially change.

skills/cuopt-user-rules/SKILL.md

@@ -12,6 +12,7 @@ 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

@@ -3,12 +3,13 @@ Base rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server
 
 This skill is ready for commercial/non-commercial use. <br>
 
-## Owner: NVIDIA <br>
+## Owner
+NVIDIA <br>
 
 ### License/Terms of Use: <br>
 Apache 2.0 <br>
 ## Use Case: <br>
-Developers and engineers who use NVIDIA cuOpt for optimization tasks (routing, LP, MILP, QP) and need guidance on proper interaction patterns, environment verification, and safe usage practices across Python, C, CLI, and server interfaces. <br>
+Developers and engineers using NVIDIA cuOpt for vehicle routing (VRP/TSP/PDP), linear programming, mixed-integer programming, and quadratic programming tasks across Python, C, CLI, and server interfaces. <br>
 
 ### Deployment Geography for Use: <br>
 Global <br>
@@ -20,15 +21,28 @@ 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 Repository](https://github.com/NVIDIA/cuopt-examples) <br>
 
 
 ## Skill Output: <br>
-**Output Type(s):** [Guidance, Code] <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>
 
+## Evaluation Tasks: <br>
+Evaluated against 1 internal skill eval case (NVSkills-Eval, profile: external). Overall verdict: PASS. <br>
+
+## Evaluation Metrics Used: <br>
+Reported benchmark dimensions: <br>
+- Security: Checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access. <br>
+- Correctness: Checks whether the agent follows the expected workflow and produces the correct final output. <br>
+- Discoverability: Checks whether the agent loads the skill when relevant and avoids using it when irrelevant. <br>
+- Effectiveness: Checks whether the agent performs measurably better with the skill than without it. <br>
+- Efficiency: Checks whether the agent uses fewer tokens and avoids redundant work. <br>
+
+
+
 ## Skill Version(s): <br>
 26.08.00 (source: frontmatter) <br>
 

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