Expert OpenTelemetry guidance for collector configuration, pipeline design, and production telemetry instrumentation. 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).
99
100%
Does it follow best practices?
Impact
98%
8.16xAverage score across 4 eval scenarios
Passed
No known issues
All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog.
references/anti-patterns.md: full annotated catalog of 17 anti-patterns organized by category (pipeline, Kubernetes, metrics, AI agents, OTTL)anti-patterns.md in SKILL.mdSKILL.md inline anti-patterns from 17 to 6 most critical; remaining 11 moved to references/anti-patterns.mdSKILL.md and into references/compatibility.mdreferences/ai-agents.md) with support matrix for Claude Code, Gemini CLI, GitHub Copilot, Codex CLI, and othersreferences/playbooks.md)references/connectors.md): spanmetrics, servicegraph, routing, failover with stickiness requirementsfile_storage and bboltSKILL.md) with System 2 Thinking framework.claude-plugin/marketplace.json)docs
evals
cardinality-protection
claude-code-telemetry
collector-memory-limiter
scenario-1
scenario-2
scenario-3
scenario-4
tail-sampling-setup
references