M5-5: System Log Analysis

Description

Create analyze_system_logs tool for pattern detection and error analysis.

Endpoint

POST /api/v1/tools/analyze_system_logs

Parameters

• time_range_minutes (number): How far back to analyze
• severity (string): debug|info|warning|error|critical
• service (string): Optional specific service

Response Includes

• Error summary by severity
• Patterns detected with regex and occurrence counts
• Top errors with sample timestamps
• Error rate per minute
• Affected processes/services

Features

• Pattern detection (OOM killer, connection failures, etc.)
• Multi-source log analysis (/var/log/syslog, docker logs)
• Time-based error rate analysis

Estimated Effort

1.5 days