Audit and improve skill collections with an 8-dimension scoring framework, duplication detection, remediation planning, and CI quality gates; use when evaluating skill quality, generating remediation plans, validating report format, or enforcing repository-wide skill artifact conventions.
Does it follow best practices?
Evaluation — 93%
↑ 1.33xAgent success when using this tile
Validation for skill structure
{
"context": "Tests whether the agent creates proper remediation plans using templates, validation procedures, and schema compliance for skill improvement.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Executive summary format",
"description": "Includes current score, target score, grades, priority, effort estimate, and focus areas",
"max_score": 10
},
{
"name": "Critical issues table",
"description": "Identifies top issues with dimension references, severity levels, and impact descriptions",
"max_score": 10
},
{
"name": "Phase-based organization",
"description": "Organizes improvements into phases with specific targets and step-by-step actions",
"max_score": 10
},
{
"name": "Remediation script usage",
"description": "References generate-remediation-plan.sh script or similar automation tools",
"max_score": 10
},
{
"name": "Schema validation",
"description": "Uses validate-remediation-plan.sh or mentions schema compliance checking",
"max_score": 10
},
{
"name": "NEVER validation rule",
"description": "Follows the rule to never ship plans without validation checks",
"max_score": 12
},
{
"name": "Specific file modifications",
"description": "Identifies exact files to modify with specific changes needed",
"max_score": 10
},
{
"name": "Success criteria metrics",
"description": "Defines measurable targets like dimension scores and overall score improvements",
"max_score": 10
},
{
"name": "T-shirt sizing effort",
"description": "Uses S/M/L effort estimates for phases and total time estimates",
"max_score": 8
},
{
"name": "Code block escaping",
"description": "Uses 4 backticks when documenting markdown examples that contain code fences",
"max_score": 4
},
{
"name": "Honest quality rating",
"description": "Includes self-assessment rating out of 10 for plan quality and comprehensiveness",
"max_score": 6
}
]
}Install with Tessl CLI
npx tessl i pantheon-ai/skill-quality-auditorevals
scenario-1
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scenario-3
scenario-4
scenario-5
references
scripts