openclaw-logfirePydantic Logfire observability — OTEL GenAI traces, tool call spans, token metrics, distributed tracing
Install via ClawdBot CLI:
clawdbot install namabile/openclaw-logfireGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
webhook → https://docs.openclaw.ai/gateway/securityPotentially destructive shell commands in tool definitions
exec (Calls external URL not in known-safe list
https://github.com/Ultrathink-Solutions/openclaw-logfireUses known external API (expected, informational)
slack.comGenerated Mar 21, 2026
Developers building AI agents with OpenClaw can use this plugin to trace tool calls, token usage, and errors in real-time, helping debug performance issues and optimize prompts. The OTEL GenAI traces provide structured insights into agent behavior across development and staging environments.
Companies deploying AI agents for customer support can monitor invocation latency, token costs, and tool reliability in production. This ensures high availability and cost-efficiency while maintaining privacy by redacting sensitive data in traces.
Financial institutions using AI agents for data analysis or reporting can leverage distributed tracing to create audit trails across services. Secret redaction helps meet compliance requirements by protecting credentials while tracking agent operations.
Researchers studying AI agent behaviors can use this plugin to collect metrics on token usage and tool interactions across experiments. The structured traces facilitate reproducibility and analysis of agent performance in controlled environments.
DevOps teams managing AI-driven automation pipelines can monitor agent health, detect anomalies in tool calls, and set alerts based on token usage metrics. This supports proactive maintenance and scaling of AI services in cloud environments.
Offer a managed observability service where clients pay a subscription fee to access Logfire dashboards with enhanced analytics, alerting, and support for AI agent traces. Revenue comes from tiered pricing based on trace volume and features.
Provide consulting to help enterprises integrate this plugin into their AI workflows, offering customization, training, and ongoing support. Revenue is generated through project-based fees and retainer agreements for maintenance.
Distribute the plugin for free with basic tracing, then charge for advanced features like distributed tracing, custom metrics, or extended data retention. Revenue comes from upgrades and enterprise licenses.
💬 Integration Tip
Start by setting the LOGFIRE_TOKEN environment variable and enabling the plugin in openclaw.json with default configs to quickly see traces in your Logfire dashboard.
Scored Apr 19, 2026
AI Analysis
The skill sends telemetry data to a documented, legitimate observability service (Pydantic Logfire) with clear privacy controls like secret redaction and configurable data capture. The external endpoints are explicitly listed, and the skill's purpose aligns with its stated functionality. No evidence of credential harvesting, hidden instructions, or obfuscation was found.
Audited Apr 18, 2026 · audit v1.0
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Analyze Twitter content to uncover WordPress and Shopify client pain points, craft authority-building posts, and generate qualified inbound lead insights.
A clean, reliable system resource monitor for CPU load, RAM, Swap, and Disk usage. Optimized for OpenClaw.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Set up observability for applications and infrastructure with metrics, logs, traces, and alerts.
Track skill versions, benchmark performance, compare improvements, and get self-improvement signals. Integrates with tasktime and ClawVault.