diff --git a/skills/cuopt-multi-objective-exploration/BENCHMARK.md b/skills/cuopt-multi-objective-exploration/BENCHMARK.md
index 58b826e0a..aab9b6fcb 100644
--- a/skills/cuopt-multi-objective-exploration/BENCHMARK.md
+++ b/skills/cuopt-multi-objective-exploration/BENCHMARK.md
@@ -9,8 +9,8 @@ Recommended for publication based on the completed evaluation evidence in this r
## Evaluation Metadata
- Skill: `cuopt-multi-objective-exploration`
-- Evaluation date: 2026-07-30
-- Evaluator version: `0.9.2`
+- Evaluation date: 2026-08-05
+- Evaluator version: `1.0.0`
- Agents: Claude Code (`aws/anthropic/bedrock-claude-opus-4-8`), Codex (`openai/openai/gpt-5.5`)
- Tasks: 8 evaluation tasks (6 positive, 2 negative)
- Dataset digest: `sha256:45bef5ee60d2a85ef8c4a7175c3d9a15eeac738e7bcf291d44de12ad4a35fff2` (skill-evaluator-dataset-snapshot/1)
@@ -34,12 +34,12 @@ The three-tier evaluation checks whether the skill:
| Measure | Claude Code (Baseline → Skill Uplift) | Codex (Baseline → Skill Uplift) |
|---|---:|---:|
-| Overall | 67% → 95% (+28 points) | 67% → 95% (+28 points) |
+| Overall | 65% → 97% (+33 points) | 67% → 90% (+23 points) |
| Security | 100% → 100% (±0 points) | 100% → 100% (±0 points) |
-| Correctness | 92% → 88% (-5 points) | 95% → 98% (+3 points) |
-| Discoverability | 31% → 100% (+69 points) | 44% → 95% (+52 points) |
-| Effectiveness | 79% → 87% (+9 points) | 72% → 82% (+10 points) |
-| Efficiency | 31% → 100% (+69 points) | 25% → 100% (+75 points) |
+| Correctness | 95% → 100% (+5 points) | 95% → 100% (+5 points) |
+| Discoverability | 25% → 100% (+75 points) | 44% → 84% (+40 points) |
+| Effectiveness | 79% → 87% (+8 points) | 73% → 85% (+12 points) |
+| Efficiency | 25% → 100% (+75 points) | 25% → 83% (+58 points) |
**How to read this table:** baseline is the same task attempted without the target skill. Uplift is `skill score - baseline score`, shown in percentage points.
diff --git a/skills/cuopt-multi-objective-exploration/SKILL.md b/skills/cuopt-multi-objective-exploration/SKILL.md
index 7309617e2..24f744a9a 100644
--- a/skills/cuopt-multi-objective-exploration/SKILL.md
+++ b/skills/cuopt-multi-objective-exploration/SKILL.md
@@ -14,6 +14,7 @@ metadata:
- workflow
---
+
# Multi-Objective Exploration
diff --git a/skills/cuopt-multi-objective-exploration/skill-card.md b/skills/cuopt-multi-objective-exploration/skill-card.md
index 6aeabcf0a..660ba5409 100644
--- a/skills/cuopt-multi-objective-exploration/skill-card.md
+++ b/skills/cuopt-multi-objective-exploration/skill-card.md
@@ -9,7 +9,7 @@ NVIDIA
### License/Terms of Use:
Apache 2.0
## Use Case:
-Developers and engineers use this skill to explore multi-objective tradeoffs (cost vs. service level, return vs. risk, etc.) by orchestrating repeated cuOpt solves into a Pareto frontier, enabling informed decision-making across competing objectives.
+Developers and engineers who need to explore multi-objective tradeoffs (cost vs. service level, return vs. risk, makespan vs. overtime) by generating and interpreting Pareto frontiers from sequences of cuOpt LP, MILP, or QP solves.
### Deployment Geography for Use:
Global
@@ -26,7 +26,7 @@ Mitigation: Review and scan skill before deployment.
## Reference(s):
- [cuOpt User Guide](https://docs.nvidia.com/cuopt/user-guide/latest/introduction.html)
-- [cuopt-examples (GitHub)](https://github.com/NVIDIA/cuopt-examples)
+- [cuopt-examples](https://github.com/NVIDIA/cuopt-examples)
## Skill Output:
@@ -42,11 +42,11 @@ Mitigation: Review and scan skill before deployment.
## Evaluation Tasks:
-8 evaluation tasks (6 positive, 2 negative) in isolated sandbox pods.
+8 evaluation tasks (6 positive, 2 negative) run in isolated sandbox pods.
## Evaluation Metrics Used:
Reported benchmark dimensions:
-- Security: Whether the skill avoids unsafe operations, secret leakage, and unauthorized access.
+- Security: Checks for unsafe operations, secret leakage, and unauthorized access.
- Correctness: Final-answer correctness against the reference answer.
- Discoverability: Whether the expected skill was found and executed when needed.
- Effectiveness: Whether the skill helped complete the user's goal and expected workflow.
@@ -65,12 +65,12 @@ Underlying evaluation signals used in this run:
## Evaluation Results:
| Measure | Claude Code (Baseline → Skill Uplift) | Codex (Baseline → Skill Uplift) |
|---|---:|---:|
-| Overall | 67% → 95% (+28 points) | 67% → 95% (+28 points) |
+| Overall | 65% → 97% (+33 points) | 67% → 90% (+23 points) |
| Security | 100% → 100% (±0 points) | 100% → 100% (±0 points) |
-| Correctness | 92% → 88% (-5 points) | 95% → 98% (+3 points) |
-| Discoverability | 31% → 100% (+69 points) | 44% → 95% (+52 points) |
-| Effectiveness | 79% → 87% (+9 points) | 72% → 82% (+10 points) |
-| Efficiency | 31% → 100% (+69 points) | 25% → 100% (+75 points) |
+| Correctness | 95% → 100% (+5 points) | 95% → 100% (+5 points) |
+| Discoverability | 25% → 100% (+75 points) | 44% → 84% (+40 points) |
+| Effectiveness | 79% → 87% (+8 points) | 73% → 85% (+12 points) |
+| Efficiency | 25% → 100% (+75 points) | 25% → 83% (+58 points) |
## Skill Version(s):
26.10.00 (source: frontmatter)
diff --git a/skills/cuopt-multi-objective-exploration/skill.oms.sig b/skills/cuopt-multi-objective-exploration/skill.oms.sig
index c608a1e68..dece44c8c 100644
--- a/skills/cuopt-multi-objective-exploration/skill.oms.sig
+++ b/skills/cuopt-multi-objective-exploration/skill.oms.sig
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