refactoring-10-security-privacy

Quick Review

This security and privacy auditing skill provides a clear workflow for identifying secrets, PII, and license issues in Python research code. The structure is clean with well-defined success criteria and appropriate guardrails. However, the description could be more specific about the skill's invocation context (e.g., when to use vs. general linting), and task knowledge lacks concrete implementation details (e.g., regex patterns for secret detection, specific tools to use like bandit/trufflehog, PII detection methods). The novelty is moderate—while security scanning is valuable, many existing tools cover these tasks and a CLI agent could invoke them directly without extensive token usage. The skill would benefit from more actionable technical guidance or references to specific scanning tools and techniques.