Add physicsnemo-cfd-create-model-wrapper skill

.pre-commit-config.yaml

@@ -35,6 +35,7 @@ repos:
     rev: v0.35.0
     hooks:
     - id: markdownlint
+      exclude: ^skills/    
 
 -   repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v3.4.0
@@ -48,4 +49,4 @@ repos:
       name: license
       entry: python test/ci_tests/header_check.py
       language: python
-      pass_filenames: false
+      pass_filenames: false

skills/physicsnemo-cfd-create-model-wrapper/BENCHMARK.md

@@ -0,0 +1,75 @@
+# Evaluation Report
+
+Evaluation of the `physicsnemo-cfd-create-model-wrapper` 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: `physicsnemo-cfd-create-model-wrapper`
+- Evaluation date: 2026-07-08
+- NVSkills-Eval profile: `external`
+- Environment: `astra-sandbox`
+- Dataset: 8 evaluation tasks
+- Attempts per task: 1
+- Pass threshold: 50%
+- Overall verdict: PASS
+
+## Agents Used
+
+- `claude-code`
+- `codex`
+
+## 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:
+
+- `security` (Security): checks for unsafe operations, secret leakage, and unauthorized access.
+- `skill_execution` (Skill Execution): verifies that the agent loaded the expected skill and workflow.
+- `skill_efficiency` (Efficiency): checks routing quality, decoy avoidance, and redundant tool usage.
+- `accuracy` (Accuracy): grades final-answer correctness against the reference answer.
+- `goal_accuracy` (Goal Accuracy): checks whether the overall user task completed successfully.
+- `behavior_check` (Behavior Check): verifies expected behavior steps, including safety expectations.
+- `token_efficiency` (Token Efficiency): compares token usage with and without the skill.
+
+## Test Tasks
+
+The benchmark included 8 recorded Tier 3 trials, but the source evaluation dataset was not available in this report payload.
+
+## Results
+
+| Dimension | Num | `claude-code` | `codex` |
+|---|---:|---:|---:|
+| Security | 4 | 100% (+0%) | 100% (+0%) |
+| Correctness | 4 | 100% (+45%) | 94% (+37%) |
+| Discoverability | 4 | 94% (+56%) | 87% (+34%) |
+| Effectiveness | 4 | 94% (+47%) | 88% (+43%) |
+| Efficiency | 4 | 83% (+42%) | 79% (+25%) |
+
+Score values show skill-assisted performance. Values in parentheses show uplift versus the no-skill baseline when baseline data is available.
+
+## Tier 1: Static Validation Summary
+
+Tier 1 validation passed with observations. NVSkills-Eval ran 1 checks and found 3 total findings.
+
+Top findings:
+
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (`skills/physicsnemo-cfd-create-model-wrapper/SKILL.md`)
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Examples' (`skills/physicsnemo-cfd-create-model-wrapper/SKILL.md`)
+- MEDIUM SCHEMA/author_missing: Author not specified in metadata (`skills/physicsnemo-cfd-create-model-wrapper/SKILL.md`)
+
+## Tier 2: Deduplication Summary
+
+This tier was not run or did not produce findings in this report.
+
+## 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.