Optimize your skills and tiles: review SKILL.md quality, generate eval scenarios, run evals, compare across models, diagnose gaps, and re-run until scores improve.
88
94%
Does it follow best practices?
Impact
88%
1.07xAverage score across 24 eval scenarios
Passed
No known issues
{
"context": "Tests whether the agent correctly processes skill review output into prioritized, well-formatted recommendations following the skill-optimizer workflow. Covers priority ordering (Critical first), the required per-recommendation format, and the summary presentation format.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Critical issues first",
"description": "Recommendations are ordered with Critical issues (ERRORs) presented before High, Medium, and Low priority items",
"max_score": 12
},
{
"name": "High before Medium/Low",
"description": "High priority items (missing 'Use when...', low actionability) appear before Medium and Low items in the document",
"max_score": 8
},
{
"name": "Summary with priorities",
"description": "Document includes a summary section that groups all recommendations by priority level (Critical/High/Medium/Low) before individual details",
"max_score": 10
},
{
"name": "Expected improvement in summary",
"description": "Summary section includes expected overall score improvement (e.g. percentage gain estimate)",
"max_score": 8
},
{
"name": "Dimension score included",
"description": "Each recommendation states the current score for the affected dimension (e.g. 'Completeness: 1/3')",
"max_score": 10
},
{
"name": "Before/after examples",
"description": "Each recommendation includes a concrete before and after example showing the proposed text change",
"max_score": 12
},
{
"name": "Impact stated per recommendation",
"description": "Each recommendation includes the expected score impact (e.g. '+15% overall')",
"max_score": 8
},
{
"name": "Educational WHY included",
"description": "Each recommendation explains WHY the change improves the skill — not just what to change, but why it helps the dimension",
"max_score": 12
},
{
"name": "All four issues addressed",
"description": "Recommendations cover all key issues from the review: missing Use-when clause, broken file reference, abstract instructions, and known-concepts bloat",
"max_score": 10
},
{
"name": "Approval framing",
"description": "Document is framed as proposed changes for review/approval — not already applied changes",
"max_score": 10
}
]
}evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
scenario-9
scenario-10
scenario-11
scenario-12
scenario-13
scenario-14
scenario-15
scenario-16
scenario-17
scenario-18
scenario-19
scenario-20
scenario-21
scenario-22
scenario-23
scenario-24
skills
compare-skill-model-performance
optimize-skill-instructions
references
optimize-skill-performance
optimize-skill-performance-and-instructions