telemetry-terminology-similarity
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_idvstraceIdvsrequest_idvscorrelation_idstyle problems - Validating field naming consistency before shipping telemetry changes
Architecture
5-layer scoring pipeline — each layer catches what the others miss:
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