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 implements an approval-gated change workflow: producing a proposal document with grouped recommendations, trade-off analysis, risk assessment, and an explicit approval request — without modifying the SKILL.md file. Distinct from prioritized-recommendation-generation which tests recommendation quality and formatting.",
"type": "weighted_checklist",
"checklist": [
{
"name": "SKILL.md not modified",
"description": "The output does NOT include a modified SKILL.md file — only the proposal document is produced. The agent resisted the temptation to apply fixes directly.",
"max_score": 20
},
{
"name": "Explicit approval request",
"description": "The proposal ends with a clear, explicit approval gate — asking the tech lead to approve, reject, or request changes before any edits proceed. Not just 'framed as a proposal' but actively requesting a decision.",
"max_score": 15
},
{
"name": "Trade-off discussion",
"description": "The proposal surfaces at least one genuine tension between recommendations (e.g., adding detail for completeness vs. removing detail for conciseness) and recommends a resolution while acknowledging the cost.",
"max_score": 15
},
{
"name": "Risk assessment per recommendation",
"description": "Each recommendation (or each group) includes what could go wrong — e.g., routing regressions, lost context, broken references, or unintended side effects if the change is applied incorrectly.",
"max_score": 12
},
{
"name": "Grouped presentation",
"description": "Related changes are batched into logical groups (e.g., 'Routing & Discovery', 'Content Quality') rather than presented as a flat numbered list. Each group can be approved or rejected as a unit.",
"max_score": 8
},
{
"name": "All key issues addressed",
"description": "Recommendations cover all key issues from the review: missing Use-when clause, HMAC explanation bloat, and missing idempotency pattern.",
"max_score": 10
},
{
"name": "Priority summary present",
"description": "Proposal includes a summary section that conveys priority levels (Critical/High/Medium) so the tech lead can quickly gauge urgency.",
"max_score": 10
},
{
"name": "Current score per recommendation",
"description": "Each recommendation or group references the current dimension score it targets (e.g., 'Completeness: 1/3 (33%)') to ground the proposal in data.",
"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