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 runs all five Phase 8 final accuracy checks: code syntax validity, command flag correctness, file reference existence, 'Use when...' clause in description, and absence of concepts the agent already knows. The SKILL.md has a Python syntax error, a missing Use-when clause, and explanatory text about known concepts (HTTP/TCP).",
"type": "weighted_checklist",
"checklist": [
{
"name": "Code syntax check included",
"description": "Report includes a dedicated check for code syntax validity (covering Python, JavaScript, or bash code blocks)",
"max_score": 10
},
{
"name": "Python syntax error found",
"description": "Report correctly identifies the Python syntax error (missing closing parenthesis in `json.loads(result.stdout`)",
"max_score": 15
},
{
"name": "Command flags check included",
"description": "Report includes a dedicated check for command flag correctness (validating logq or other command flags)",
"max_score": 8
},
{
"name": "File references check included",
"description": "Report includes a dedicated check for whether all linked files exist",
"max_score": 8
},
{
"name": "File reference passes",
"description": "Report correctly identifies that QUERY_PATTERNS.md reference passes (file exists in the bundle)",
"max_score": 8
},
{
"name": "Use when clause check included",
"description": "Report includes a dedicated check for whether the description contains a 'Use when...' trigger clause",
"max_score": 12
},
{
"name": "Use when clause fails",
"description": "Report correctly identifies that the description is MISSING a 'Use when...' clause (current description doesn't start with or include 'Use when')",
"max_score": 12
},
{
"name": "Known concepts check included",
"description": "Report includes a dedicated check for whether the skill explains concepts that an agent already knows",
"max_score": 10
},
{
"name": "Known concepts issue found",
"description": "Report flags the HTTP/TCP explanation ('HTTP is a stateless request/response protocol...') as content an agent already knows",
"max_score": 12
},
{
"name": "Readiness summary",
"description": "Report ends with a clear summary of whether the skill is ready to publish or lists required fixes first",
"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