What monitoring tools does this skill support?

This skill provides implementation patterns for Prometheus (metrics), OpenTelemetry (tracing), Grafana (visualization), and AlertManager (alerting).

Does it help with debugging failed transcriptions?

Absolutely. It implements structured JSON logging and distributed tracing to capture detailed error context and request flow.

Is this skill compatible with Kubernetes?

Yes, the skill includes tools for kubectl and standard cloud-native monitoring patterns suitable for Kubernetes environments.

Can I track Deepgram API costs with this skill?

Yes, it includes logic to estimate and export costs based on audio duration and the specific Deepgram models being used.

Deepgram Observability

Name: Deepgram Observability
Author: jeremylongshore

byjeremylongshore

•

983

Analytics & Monitoring

Implement comprehensive monitoring, distributed tracing, and automated alerting for Deepgram speech-to-text integrations.

About

The Deepgram Observability skill empowers developers to build production-ready audio processing pipelines by integrating advanced monitoring pillars directly into their Deepgram workflows. It provides standardized patterns for tracking transcription metrics such as latency, accuracy, and costs, while implementing OpenTelemetry for distributed tracing and structured JSON logging. This skill is essential for teams needing to maintain high reliability, optimize API usage, and proactively detect performance regressions or rate-limiting issues in their voice-enabled applications.

Key Features

Standardized Prometheus metrics for transcription latency and request status
Automated AlertManager rules for error rates, latency spikes, and cost anomalies
End-to-end distributed tracing using OpenTelemetry SDKs
983 GitHub stars
Pre-configured Grafana dashboard templates for visual performance monitoring
Structured JSON logging for efficient debugging and audit trails

Use Cases

Monitoring production transcription services to ensure SLA compliance
Debugging performance bottlenecks in complex audio processing pipelines
Tracking API costs and usage patterns across different Deepgram models

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills deepgram-observability

For use in Claude.ai and ChatGPT

Download Skill

GitHub