Log Analyzer

Overview

Log viewers filter lines. This skill finds patterns.

Use it when an agent runtime, tool process, gateway, scheduler, or other service has produced enough log output that individual grep hits no longer explain the system behavior. The analyzer parses standard log lines, normalizes repeated messages, groups errors by component and tool, and produces a structured anomaly report that is suitable for debugging sessions or cron digests.

The script is intentionally lightweight and portable: it uses only Python's standard library and works on any text log with timestamp, level, optional component, and message fields. It also has a best-effort fallback for unstructured logs.

Quick Start