Torch Log Service
Torch Log Service
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- Documentation
Torch Log ServiceUser GuideLog applicationLog applications for large models observabilityNo-coding Agent log appOpenClaw Observability
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OpenClaw Observability
Copy pageDownload PDFOpenClaw Observability
This section introduces the OpenClaw Observability application for large model monitoring, available in the TLS application marketplace.
Overview
By integrating the OpenClaw Observability application, you can observe data and access services such as the OpenClaw Observability dashboard, Trace call chain, and CacheTrace log analysis.
Monitoring chart details
The monitoring chart details for the OpenClaw Observability application in TLS are as follows:
- OpenClaw Observability dashboard
- TypeChartTypeChartOverview
- Total tokens, total cost, number of conversations, total sessions, message analysis, error messages
- Average token consumption per conversation, average cost per conversation
- Average token consumption, average cost consumption
- Model token consumption distribution, model cost distribution
- Provider token consumption distribution, provider cost distribution
- Agent token consumption distribution, agent cost distribution
- Host token consumption distribution, host cost distribution
- Daily tokens, daily cost, daily top 5 host token consumption, daily top 5 host cost
- Top 5 tool invocation analysis, queue depth P95, message processing rate
Performance analysis- Model invocation latency P95, message processing latency P95,
- Blocked session duration P95, blocked session alerts, session state change count
- Queue wait latency P95, queue depth P95, throughput per queue lane
- Webhook processing latency P95, webhook receive rate, webhook error count
Security auditAuthentication failure count, connection failure count, pairing change count, access to sensitive data
- Operations observability
- TypeChartTypeChartApplication logsApplication log charts (including time, level, subsystem, content)Operations dashboard
- Top 5 gateway subsystem Exception logs, gateway log distribution, gateway exit count, gateway configuration change count
- gateway Exception overview_Daily, tools execution failure_Daily, websocket error_Daily, configuration error_Daily
- gateway Exception distribution, tools execution failure_by cause, websocket error_by cause, configuration error_by cause
- Trace call chain
- TypeChartTypeChartTrace analysisTrace analysis (data retrieval limit is 50,000 entries)
- CacheTrace analysis
- ChartNoteChartNoteCacheTrace analysisIncludes RUN ID, Total Token, start time, end time, and content for CacheTrace analysis
- Topic list
- Displays the projects and log topics corresponding to the following log types:
- App logs
- Configuration logs
- Trace logs
- Metric
- Session logs
- CacheTrace (CacheTrace logs must be configured. For details, see Enable Cache-Trace log collection in OpenClaw)
Integrate log applications
For steps to integrate the OpenClaw Observability log application, see Integrate OpenClaw observation.
Manage my applications
After successfully integrating a log application, you can perform the following management operations on the integrated log applications:
- Log in to the TLS console.
- In the top navigation bar, select the region where TLS is located.
- In the left navigation bar, select Common features > Log applications.
- Go to the My applications tab. In the Actions column for the corresponding log application, the following management operations are supported:
- OperationNoteOperationNoteAccess managementClick Access management to enter the Access management tab, where you can modify the name and description of the log application being accessed.Cancel accessClick Cancel access, confirm the information in the cancel access dialog, and then click Cancel access again.
Last updated: 2026.04.24 17:10:49
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