Expert OpenTelemetry guidance for collector configuration, pipeline design, and production telemetry instrumentation across Kubernetes, ECS, serverless, and standalone deployments. Use when configuring collectors, designing pipelines, instrumenting applications, implementing sampling, managing cardinality, securing telemetry, writing OTTL transformations, or setting up AI coding agent observability (Claude Code, Codex, Gemini CLI, GitHub Copilot).
97
95%
Does it follow best practices?
Impact
98%
1.10xAverage score across 21 eval scenarios
Passed
No findings from the security scan
Reviewed the open repository issues against source commit 5801948 (skill 0.5.3).
These notes describe the local maintenance changes; they do not close issues or
claim a published release.
| Issue | Addressed | Deferred / boundary |
|---|---|---|
| #90 daily | Collector 0.160 configuration migration; current GenAI span/metric naming; actual daily selection of critical watches; separate GenAI/Python GenAI sources | Unrelated component issues and proposals are not automatically promoted into guidance |
| #91 weekly | Python 1.44 events/configuration, coding-agent schema corrections, Operator networking/metrics, filtered issue selection, digest provenance | Agent version numbers alone do not establish new telemetry capabilities; existing PRs #87/#78 remain separate |
| #100 monthly | Python contrib moved to weekly; package release handling; FastAPI/Starlette overlap guidance; monthly lookback expanded to 35 days | Remaining SDK/platform releases need release-specific review. Java instrumentation #19866 was closed when checked, but no fixed release was established; no blanket vulnerability/version claim added |
| #98 directory invitation | None | External directory submission is separate work |
The optional Kafka buffering example already existed. It now validates against Collector 0.160; it is not a new infrastructure dependency. Python/AI telemetry can use direct OTLP export.
Python GenAI package migration and released/beta versus skeleton status come from the new upstream repository. See Python guidance for the supported package snapshot and source links. Collector migration sources are linked in the Collector reference.
validate in network-isolated containers. This does not establish
backend delivery or production storage/network readiness.No issue posts, workflow dispatches, publishing, or local skill installations were performed. Existing automatic patch publishing is preserved.
.claude-plugin
.codex-plugin
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examples
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tests