Observability skills

This skill enforces codebase inspection before Rails tasks, citing observed file paths to guide architecture, patterns, and file additions.

This skill guides when to use Alamofire over URLSession, designs interceptor chains, and selects retry and pinning strategies for robust networking.

This skill helps generate SLA/SLO/SLI monitoring configurations to track reliability, error budgets, and alerting for service health.

This skill helps you diagnose and fix PyTorch errors efficiently by guiding memory, shape, device, and grad issues across models.

This skill helps you systematically diagnose and fix NestJS issues such as DI errors, circular dependencies, guards, pipes, and microservice problems.

This skill helps you debug Express.js and Node.js apps with a structured four-phase approach and practical diagnostic techniques.

This skill guides expert decision making for error handling, designing error hierarchies, recovery strategies, and user-facing presentation.

This skill generates cross-platform mobile CI/CD pipelines for iOS and Android, including code signing, beta distribution, and crash reporting.

This skill monitors real-time ClickHouse metrics and events, analyzes queries, memory, and load to help prevent saturation and optimize performance.

This skill helps you generate and edit images in various formats and aspect ratios, with upscaling and management capabilities.

This skill helps validate ClickHouse connections and prepare MCP or client queries for diagnostics and analysis.

This skill helps you understand and manage Effect's Runtime execution, including default and managed runtimes, services, and configuration.

This skill helps design realistic load testing scenarios across k6, JMeter, Gatling, or Locust with ramp-up, think time, and SLI validation.

This skill helps you manage resources safely with acquireRelease, scope, and finalizers, ensuring cleanup even on errors or interruption.

This skill guides you to design a comprehensive Beluga AI Go test suite with mocks, performance tests, and OTEL validation.

This skill analyzes ClickHouse system logs health, TTL settings, disk usage, freshness, and cleanup to optimize retention and RCA readiness.

This skill detects infrastructure drift between IaC and live state and generates remediation plans with audit trails.

This skill helps design robust cross-platform message queue patterns with DLQ, idempotency, ordering, and backpressure strategies.

This skill helps you configure a complete observability stack with metrics, logs, tracing, and alerting across platforms for reliable visibility.

This skill helps you reason about Effect error handling, distinguish failures, and implement typed, recoverable errors and defects.

This skill diagnoses ClickHouse merge performance and part backlog, generating a decision-ready report for remediation and ongoing monitoring.