Evaluation Report
Evaluation of the dynamo-troubleshoot 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:
dynamo-troubleshoot - Evaluation date: 2026-05-28
- NVSkills-Eval profile:
external - Overall verdict: FAIL
- 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 7 total findings.
Top findings:
- MEDIUM SECURITY/Unknown (LP3): MCP Least Privilege: The skill invokes shell commands (kubectl, python3) and writes output files (debug bundle) without declaring explicit pe (
SKILL.md:1) - MEDIUM SECURITY/Unknown (SDI-4): The 'Limitations' section explicitly claims the skill is 'Read-only. Never mutates the cluster; remediation commands are (
SKILL.md:144) - MEDIUM SECURITY/Unknown (SQP-2): The skill card documents that outputs include 'Shell commands' and 'Configuration instructions' but does not include any (
skill-card.md:26) - LOW QUALITY/quality_discoverability: Description very long (221 chars, recommend 50-150) (
skills/dynamo-troubleshoot/SKILL.md) - LOW SCHEMA/unexpected_file: Unexpected 'skill-card.md' in skill root (
skills/dynamo-troubleshoot/skill-card.md)
Tier 2: Deduplication Summary
Tier 2 validation reported findings. NVSkills-Eval ran 2 checks and found 1 total findings.
Top findings:
- HIGH DUPLICATE/duplicate: Duplicate content found within SKILL.md:
"### 1. Collect A Read-Only Bundle" in SKILL.md (lines 23-41)
vs "## Available Scripts" in SKILL.md (lines 83-94)
vs "## Examples" in SKILL.md (lines 95-116) (
SKILL.md:23)
Publication Recommendation
The skill should be reviewed before NVSkills-Eval publication. Skill owners should address the findings above and rerun NVSkills-Eval to refresh this benchmark.