Does it provide infrastructure-as-code updates?

It generates updated docker-compose.yml files that integrate your application with observability stacks like LGTM (Loki, Grafana, Tempo, Mimir).

Can it help me move to OpenTelemetry?

Yes, it specializes in detecting gaps and generating OTEL instrumentation code to ensure your app follows modern tracing standards.

Which frameworks are supported by the analyzer?

The skill supports a wide range of frameworks including Express.js, Next.js, FastAPI, and Spring Boot, and can adapt to others by analyzing dependencies.

Can I use this for production readiness checks?

Absolutely. It is designed to ensure that applications meet production standards for visibility before deployment.

How does it identify existing logging tools?

The skill scans your project's dependency manifest and source code to identify libraries like Winston, Pino, or native language loggers.

Project Observability Analyzer

Name: Project Observability Analyzer
Author: adaptationio

byadaptationio

Analytics & Monitoring

Analyzes application codebases to recommend and implement comprehensive observability strategies including logging, tracing, and metrics.

About

The Project Observability Analyzer empowers Claude to perform deep scans of your project structure, identifying frameworks and existing telemetry to suggest the ideal monitoring stack. It automates the complex task of integrating OpenTelemetry (OTEL), configuring logging libraries like Winston or Pino, and setting up Prometheus metrics. By generating production-ready integration files and Docker configurations, it bridges the gap between raw code and a fully monitored production environment, ensuring your applications are observable from day one.

Key Features

Automated generation of OpenTelemetry (OTEL) instrumentation code
0 GitHub stars
Comprehensive audit of existing logging and observability gaps
Standardized logger configuration and Prometheus metric integration
Automatic framework detection for Express, Next.js, FastAPI, and Spring Boot
Creation of Docker Compose configurations for full-stack monitoring

Use Cases

Setting up standardized metrics and logging for newly scaffolded microservices
Automating the generation of monitoring-ready Docker environments
Retrofitting legacy applications with modern distributed tracing and OTEL

About

Key Features

Automated generation of OpenTelemetry (OTEL) instrumentation code
0 GitHub stars
Comprehensive audit of existing logging and observability gaps
Standardized logger configuration and Prometheus metric integration
Automatic framework detection for Express, Next.js, FastAPI, and Spring Boot
Creation of Docker Compose configurations for full-stack monitoring

Use Cases

Setting up standardized metrics and logging for newly scaffolded microservices
Automating the generation of monitoring-ready Docker environments
Retrofitting legacy applications with modern distributed tracing and OTEL