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 identifies and applies the three key scoring dimensions with their weights (Completeness 40%, Conciseness 30%, Actionability 30%), correctly identifies the missing 'Use when...' clause as the highest-impact fix, recommends executable code over abstract prose, and flags known-concept content that reduces conciseness.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Completeness weight correct",
"description": "Plan states that Completeness has the highest weight (40%) among the dimensions",
"max_score": 10
},
{
"name": "Conciseness weight correct",
"description": "Plan states Conciseness is 30% weight",
"max_score": 8
},
{
"name": "Actionability weight correct",
"description": "Plan states Actionability is 30% weight",
"max_score": 8
},
{
"name": "Use when clause highest impact",
"description": "Plan identifies adding a 'Use when...' clause as the highest-priority or highest-impact change",
"max_score": 15
},
{
"name": "Use when quantified",
"description": "Plan states that the missing 'Use when...' clause adds approximately +15% to overall score (or is flagged as the most valuable single change)",
"max_score": 10
},
{
"name": "Revised description includes Use when",
"description": "The revised description block in the output includes a 'Use when...' clause (e.g. 'Use when you need to retrieve, rotate, or audit secrets...')",
"max_score": 12
},
{
"name": "Executable code recommended",
"description": "Plan recommends replacing abstract prose instructions with executable code examples (for actionability)",
"max_score": 12
},
{
"name": "Known concepts flagged",
"description": "Plan identifies that the existing prose explains things an agent already knows (e.g. 'don't hardcode secrets', 'use environment variables') as reducing Conciseness",
"max_score": 10
},
{
"name": "High-impact first ordering",
"description": "Quick wins are ordered so the highest-impact item (Use when clause) appears first",
"max_score": 10
},
{
"name": "Dimension coverage",
"description": "Plan covers all three main scoring dimensions (Completeness, Conciseness, Actionability) with separate assessments",
"max_score": 5
}
]
}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