opentelemetry-llm ยท diff
git:20260507.313363d to git:20260507.50823d8
4 added, 0 removed. Audit A to A.
---
name: opentelemetry-llm
description: OpenTelemetry instrumentation for LLM applications with distributed tracing
allowed-tools:
- Read
- Write
- Edit
- Bash
- Glob
- Grep
graph:
domains: [domain:software-engineering]
+ specializations: [specialization:ai-agents-conversational]
+ skillAreas: [skill-area:natural-language-processing]
+ roles: [role:ml-engineer, role:backend-engineer]
+ workflows: [workflow:ml-model-lifecycle, workflow:feature-development]
---
# OpenTelemetry LLM Skill
## Capabilities
- Configure OpenTelemetry SDK for LLM apps
- Implement LLM-specific instrumentation
- Set up trace exporters (Jaeger, OTLP)
- Design semantic conventions for LLM
- Configure span attributes for AI workloads
- Implement context propagation
## Target Processes
- llm-observability-monitoring
- agent-deployment-pipeline
## Implementation Details
### Core Components
1. **TracerProvider**: SDK configuration
2. **SpanProcessor**: Batch/simple processors
3. **Exporters**: Jaeger, OTLP, Console
4. **Instrumentation**: Auto and manual
### LLM Semantic Conventions
- gen_ai.system (OpenAI, Anthropic)
- gen_ai.request.model
- gen_ai.request.max_tokens
- gen_ai.response.finish_reason
- gen_ai.usage.prompt_tokens
### Configuration Options
- Exporter selection
- Sampling strategies
- Resource attributes
- Span limits
- Context propagation
### Best Practices
- Consistent attribute naming
- Appropriate sampling
- Error handling traces
- Propagate context across services
### Dependencies
- opentelemetry-sdk
- opentelemetry-exporter-*
- openinference (optional)