diff --git a/skills/cuopt-user-rules/BENCHMARK.md b/skills/cuopt-user-rules/BENCHMARK.md
index 304c08c9c4..581e55659c 100644
--- a/skills/cuopt-user-rules/BENCHMARK.md
+++ b/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.
diff --git a/skills/cuopt-user-rules/SKILL.md b/skills/cuopt-user-rules/SKILL.md
index afe75a5568..cf561800b6 100644
--- a/skills/cuopt-user-rules/SKILL.md
+++ b/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`.
diff --git a/skills/cuopt-user-rules/skill-card.md b/skills/cuopt-user-rules/skill-card.md
index 1087f28747..ea87b86c5a 100644
--- a/skills/cuopt-user-rules/skill-card.md
+++ b/skills/cuopt-user-rules/skill-card.md
@@ -9,11 +9,17 @@ NVIDIA
### License/Terms of Use:
Apache 2.0
## Use Case:
-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.
+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.
### Deployment Geography for Use:
Global
+## Requirements / Dependencies:
+**Requires API Key or External Credential:** [No]
+**Credential Type(s):** [None]
+
+Do not include secrets in prompts/logs/output; use least-privilege credentials; rotate keys as appropriate.
+
## Known Risks and Mitigations:
Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills.
Mitigation: Review and scan skill before deployment.
@@ -21,11 +27,12 @@ Mitigation: Review and scan skill before deployment.
## Reference(s):
- [cuOpt User Guide](https://docs.nvidia.com/cuopt/user-guide/latest/introduction.html)
- [cuOpt API Reference](https://docs.nvidia.com/cuopt/user-guide/latest/api.html)
-- [cuopt-examples Repository](https://github.com/NVIDIA/cuopt-examples)
+- [cuopt-examples repo](https://github.com/NVIDIA/cuopt-examples)
+- [Google Colab notebooks](https://colab.research.google.com/github/nvidia/cuopt-examples/)
## Skill Output:
-**Output Type(s):** [Code, Configuration instructions, Analysis]
+**Output Type(s):** [Configuration instructions, Code, Analysis]
**Output Format:** [Markdown with inline code blocks]
**Output Parameters:** [1D]
**Other Properties Related to Output:** [None]
@@ -37,7 +44,7 @@ Mitigation: Review and scan skill before deployment.
## Evaluation Tasks:
-Evaluated against 1 evaluation task (positive skill-activation case) in the NVSkills-Eval external profile.
+Evaluated against 1 evaluation task in the NVSkills-Eval external profile within astra-sandbox environment.
## Evaluation Metrics Used:
Reported benchmark dimensions:
@@ -62,10 +69,10 @@ Underlying evaluation signals used in this run:
| 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):
26.08.00 (source: frontmatter)
diff --git a/skills/cuopt-user-rules/skill.oms.sig b/skills/cuopt-user-rules/skill.oms.sig
index e226364c57..989ab0d3b6 100644
--- a/skills/cuopt-user-rules/skill.oms.sig
+++ b/skills/cuopt-user-rules/skill.oms.sig
@@ -1 +1 @@
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