improve-logging

What problem does it solve?

This Skill identifies and improves logging practices within a codebase, addressing issues like sensitive data exposure, missing logs, and inconsistent message quality to ensure operational security and better diagnostics.

Core Features & Use Cases

• Sensitive Data Removal: Detects and flags logs that include API keys, passwords, or PII to prevent security risks.
• Completeness Checks: Finds code paths, especially error handlers and state-changing functions, that lack appropriate logging.
• Log Level Validation: Ensures that logs use the correct severity levels corresponding to the situation, avoiding under- or over-alerting.
• Message Quality Improvement: Flags vague, uninformative, or redundant log messages to improve traceability and contextual clarity.
• Pattern Establishment: Recommends a consistent logging pattern tailored to each framework and language to standardize future log entries.

Quick Start

Call the improve-logging skill to analyze your codebase's logging practices and receive prioritized suggestions for security improvements, message clarity, and consistency.