Instrumenting GenAI/LLM applications with OpenTelemetry for Honeycomb, including content capture and agent failure detection. Trigger phrases: "instrument my GenAI app", "add tracing to LLM calls", "trace AI agent", "instrument OpenAI", "instrument Anthropic", "GenAI observability", "trace tool calling", "LLM token usage", "instrument embeddings", "trace MCP", "GenAI metrics", "instrument…
Install
npx skills add honeycombio/agent-skill --skill otel-genai-instrumentationnpx skills add honeycombio/agent-skill --skill otel-genai-instrumentation -a claude-code -gnpx skills add honeycombio/agent-skill --skill otel-genai-instrumentation -a codex -ggemini skills install https://github.com/honeycombio/agent-skill.git --path honeycomb/skills/otel-genai-instrumentationgh skill install honeycombio/agent-skill otel-genai-instrumentationgit clone --depth 1 https://github.com/honeycombio/agent-skill /tmp/honeycombio__agent-skill
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/honeycombio__agent-skill/honeycomb/skills/otel-genai-instrumentation ~/.claude/skills/otel-genai-instrumentation # Claude Code
cp -R /tmp/honeycombio__agent-skill/honeycomb/skills/otel-genai-instrumentation ~/.agents/skills/otel-genai-instrumentation # Codex, Cursor, Gemini CLI, Copilot, OpenCode