logging-patterns
Installation
SKILL.md
Logging Patterns Skill
Effective logging for Java applications with focus on structured, AI-parsable formats.
When to Use
- User says "add logging" / "improve logs" / "debug this"
- Analyzing application flow from logs
- Setting up structured logging (JSON)
- Request tracing with correlation IDs
- AI/Claude Code needs to analyze application behavior
AI-Friendly Logging
Key insight: JSON logs are better for AI analysis - faster parsing, fewer tokens, direct field access.