sentry-setup-ai-monitoring
Setup Sentry AI Agent Monitoring
Configure Sentry to track LLM calls, agent executions, tool usage, and token consumption.
Invoke This Skill When
- User asks to "monitor AI/LLM calls" or "track OpenAI/Anthropic usage"
- User wants "AI observability" or "agent monitoring"
- User asks about token usage, model latency, or AI costs
Important: The SDK versions, API names, and code samples below are examples. Always verify against docs.sentry.io before implementing, as APIs and minimum versions may have changed.
Prerequisites
AI monitoring requires tracing enabled (tracesSampleRate > 0).
Data Capture Warning
Prompt and output recording captures user content that is likely PII. Before enabling recordInputs/recordOutputs (JS) or include_prompts/send_default_pii (Python), confirm:
More from jaffrepaul/agent-skills
sentry-otel-exporter-setup
Configure the OpenTelemetry Collector with Sentry Exporter for multi-project routing and automatic project creation. Use when setting up OTel with Sentry, configuring collector pipelines for traces and logs, or routing telemetry from multiple services to Sentry projects.
25sentry-setup-metrics
Setup Sentry Metrics in any project. Use when asked to add custom metrics, track counters/gauges/distributions, or instrument application performance. Supports JavaScript, Python, and Ruby.
3sentry-ios-swift-setup
Setup Sentry in iOS/Swift apps. Use when asked to add Sentry to iOS, install sentry-cocoa SDK, or configure error monitoring for iOS applications using Swift and SwiftUI.
3sentry-react-setup
Setup Sentry in React apps. Use when asked to add Sentry to React, install @sentry/react, or configure error monitoring, error boundaries, session replay, or browser tracing for React applications.
3sentry-pr-code-review
Review a project's PRs to check for issues detected in code review by Seer Bug Prediction. Use when asked to review or fix issues identified by Sentry in PR comments, or to find recent PRs with Sentry feedback.
3sentry-setup-logging
Setup Sentry Logging in any project. Use when asked to add Sentry logs, enable structured logging, capture console logs, or integrate logging libraries (Consola, Loguru) with Sentry. Supports JavaScript, Python, and Ruby.
3