python-micrometer-cardinality-control
Installation
SKILL.md
Micrometer Cardinality Control
Quick Start
For any metric with dynamic tags, apply this pattern:
// ❌ Dangerous: unbounded cardinality
.tag("supplier.id", supplierId) // 10,000+ unique values
// ✅ Safe: normalized to bounded categories
.tag("supplier.category", normalizeSupplier(supplier)) // 5-10 values
private String normalizeSupplier(Supplier s) {
if (s.isTopTier()) return "tier1";
if (s.isDirectSupplier()) return "direct";
return "standard";
}
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