What is SPI verification in this skill?

Strong Parallelism Invariance (SPI) verification ensures that agent execution traces are deterministic and predictable based on a specific input seed, which is critical for reliability in parallel systems.

What commands are available in the otel-tracing skill?

It includes 'trace-agent' to start monitoring a specific agent ID and 'export-traces' to dump collected trace data to JSON for external analysis.

Can I use this with Python applications?

Yes, the skill provides a standard Python implementation using the OpenTelemetry SDK to initialize tracers and manage spans within your agent code.

How does this skill interact with Neo4j?

It maps spans and traces as graph nodes with PARENT_OF and NEXT_SIBLING relationships, allowing you to visualize and query agent behavior as a graph structure.

OpenTelemetry Agent Tracing

Name: OpenTelemetry Agent Tracing
Author: plurigrid

byplurigrid

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分析と監視

Provides a standard interface for emitting OpenTelemetry spans to observe, debug, and verify distributed agent execution paths.

The otel-tracing skill enables high-fidelity observability for AI agent workflows by integrating OpenTelemetry spans into agent actions. It is specifically designed to handle SPI (Strong Parallelism Invariance) verification, ensuring that execution paths remain deterministic through seed-based hash comparison. Beyond standard debugging, it maps traces and spans directly to Neo4j graph structures for advanced visualization of distributed interactions and measures performance latency in complex infrastructure bridge operations.

主な機能

01Standardized OpenTelemetry span emission for agent-driven actions

02Automatic mapping of traces and spans to Neo4j graph nodes and relationships

03Performance benchmarking for ACSet bridge operations and agent latency

04Built-in commands for agent tracing and JSON trace exports

05Strong Parallelism Invariance (SPI) verification for deterministic execution

068 GitHub stars

ユースケース

01Visualizing complex, distributed agent interactions within a Neo4j database

02Verifying that an agentic workflow is deterministic across multiple runs using SPI hashes

03Identifying and resolving performance bottlenecks in high-latency infrastructure operations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi otel-tracing

For use in Claude.ai and ChatGPT

Download Skill