Telemetry Terminology Similarity

Score pairwise similarity of telemetry field names across three independent layers. Emits raw scores — no thresholds, no clustering, no opinions. The consuming AI agent applies its own domain judgment.

Self-Evolving Skill: This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues.

When to Use This Skill

Use this skill when:

• Auditing a telemetry/logging schema for naming collisions
• Comparing two JSONL log schemas for field overlap
• Detecting trace_id vs traceId vs request_id vs correlation_id style problems
• Validating field naming consistency before shipping telemetry changes

Architecture

5-layer scoring pipeline — each layer catches what the others miss: