observability-debug

What problem does it solve?

This skill streamlines incident triage by turning dispersed telemetry into a concise timeline, locating the offending code, and proposing actionable fixes with file:line precision so engineers can resolve production errors faster.

Core Features & Use Cases

• Adapter-driven ingestion: Supports App Insights, Datadog, Grafana+Loki, CloudWatch, OTEL collector, or a generic log file via an adapter contract.
• Correlation and normalization: Correlates traces, logs, and exceptions by correlation/trace ID and normalizes events into a canonical shape for consistent analysis.
• Code correlation and remediation: Greps the repository for stack frames, reads surrounding source, reconstructs the call chain, and proposes minimal patches and regression tests.
• Access-first, read-only workflow: Probes authentication, guides remediation of access failures, and never mutates telemetry backends.
• Use case: Triage a 500 error reported from production by pasting a correlation ID or scanning recent error clusters to find the root cause and a precise fix.

Quick Start

Ask observability-debug to investigate an incident by pasting a correlation or trace ID or by supplying the path to a local log file.