Evaluation Report
Evaluation of the mcore-create-issue 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:
mcore-create-issue - 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 QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.tags' (
skills/mcore-create-issue/SKILL.md) - MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (
skills/mcore-create-issue/SKILL.md) - MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Examples' (
skills/mcore-create-issue/SKILL.md) - MEDIUM SECURITY/Unknown (SQP-2): The skill creates GitHub issues and assigns users automatically without explicitly warning the user before performing th (
SKILL.md:123) - LOW QUALITY/quality_discoverability: No '## Purpose' section (
skills/mcore-create-issue/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 'mcore-create-issue': 90 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.