AgentsAvançado

Arize Instrumentation Skill

porarize-ai·arize-ai· v1.0.0 · atualizado em 2026-04-11

Score

INVOKE THIS SKILL when adding Arize AX tracing to an application. Follow the Agent-Assisted Tracing two-phase flow: analyze the codebase (read-only), then implement instrumentation after user confirmation. When the app uses LLM tool/function calling, add manual CHAIN + TOOL spans so traces show each tool's input and output. Leverages https://arize.com/docs/ax/alyx/tracing-assistant and https://arize.com/docs/PROMPT.md.

arize-axllm-tracingobservabilityagent-instrumentationopentelemetryai-monitoringllm-providers

Linguagens

TypeScriptJavaScriptPythonJavaC#

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Documento do Skill

SKILL.mdarize-instrumentation/workflow

Analyze codebase: — Identify language, package manager, LLM providers, frameworks, and existing tracing.

Propose integrations: — Map detected signals to Arize AX integration docs.

Present analysis: — Summarize findings and proposed integrations for user confirmation.

Install packages: — Install necessary packages using the detected package manager.

Configure credentials: — Set Arize Space ID and API Key as environment variables.

Initialize tracing: — Create a centralized instrumentation module and initialize tracing.

Implement instrumentation: — Follow integration docs and add manual spans for tool execution.

Verify instrumentation: — Check for traces in Arize AX and ensure tool calls are captured.

Telemetria de Agentes

Execuções

total

Taxa de Sucesso

últimos 30d

Latência Média

0.0s

p50

Alucinação

0.0%

detecção

Tokens Entrada

avg 0/exec

Tokens Saída

avg 0/exec

Uso por Plataforma

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Árvore do Skill

Arize Instrumentation Skill

arize-instrumentation

Fases Cognitivas5

1.SENSE

2.CONTEXTUALIZE

3.RECOMMEND

4.ACT

5.REFLECT

Triggers8

instrument my app with Arizeset up Arize tracingadd Arize AX tracing to my applicationintegrate Arize for LLM monitoringadd tracing to my LLM applicationset up observability with Arizeadd Arize tracing for my agentinstrument my application for LLM tool use

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Score Breakdown

⭐Avaliação Humana0%

🤖Sucesso de Agentes0%

🕐Atualidade100%

🔗Saúde de Dependências100%

🕸️Centralidade no Grafo0%

🛡️Segurança50%

CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download arize-instrumentation

$ synaptic skills detail arize-instrumentation

$ synaptic skills live arize-instrumentation

Dependências

arize-otel openinference-instrumentation-{name}@opentelemetry/sdk-trace-node @arizeai/openinference-*

Links

GitHub Repository