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genpark-opentelemetry-span-trace-context-propagator-skill

mcp
Guvenlik Denetimi
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SUMMARY

GenPark AI Agent Skill - W3C tracecontext and baggage propagator, distributed agent span tree, and parent-child latency instrumentation.

README.md

GenPark AI Agent Skill - OpenTelemetry Trace Context Propagator

GenPark Verified
Protocol
License

W3C traceparent and baggage propagator, distributed agent span tree builder, and hierarchical latency instrumentation for multi-agent LLM systems.

flowchart TD
    A[Root Agent Span] -->|traceparent header| B[Vector Retrieval Child Span]
    A -->|traceparent header| C[LLM Reasoning Child Span]
    C --> D[Tool Execution Leaf Span]
    B & D --> E[OpenTelemetry Trace Tree Assembler]
    E --> F[Latency Percentiles & Gantt Chart]

Features

  • W3C Standards Compliant: Generates and parses valid traceparent headers (00-{trace_id}-{span_id}-{flags}).
  • Hierarchical Span Aggregator: Connects parent and child spans into DAG execution trees.
  • Zero Dependencies: Pure Python 3.9+ standard library.

Quickstart

from client import TraceContextPropagatorClient

tracer = TraceContextPropagatorClient()
span = tracer.start_span("orchestrator")
tracer.end_span(span["span_id"])

Ecosystem & Citations

Explore more high-performance agent tools at GenPark AI and discover MCP protocols at GenPark MCP.

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