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Openclaw

Installation and Configuration¶

Plugin Installation¶

Log in to the platform.
Click [Agent Monitoring] to enter the [Overview] page, then click [Connect Agent].
Select [Openclaw].
Enter the instance name.
Copy the code block in [Access Code] and run it on the corresponding Openclaw server or in the Openclaw chat window.
Restart Openclaw.

  openclaw gateway restart

Start a session in Openclaw. After the session ends, log in to the platform to view the data.

Traces¶

Trace Structure¶

One Openclaw turn generates a trace tree:

openclaw_request
├── session_processing
├── runtime_orchestration
└── invoke_agent
    ├── llm
    │   ├── tool:exec_command
    │   └── tool:Skill
    │       └── skill:plugin-creator
    ├── llm
    │   └── tool:read
    └── llm

Metrics¶

Metric set agent_runtime

Metric	Type	Unit	Source	Description
`gen_ai_workflow_duration`	Histogram	`s`	`invoke_agent` span duration	Openclaw turn duration.
`gen_ai_agent_operation_count`	Sum	`-`	`llm`, `skill:`, `tool:` spans	Count of Agent-side operations.
`gen_ai_agent_operation_duration`	Histogram	`ms`	`llm`, `skill:`, `tool:` span duration	Duration statistics for Agent-side operations.
`gen_ai_client_token_usage`	Histogram	`{token}`	`gen_ai_usage_input_tokens` / `gen_ai_usage_output_tokens` of the `llm` span	Input and output token usage for model calls.