Agent skill

refactoring-10-security-privacy

Use when checking for data leaks, PII handling, and license risks in Python research code.

View SKILL.md on GitHub Repository
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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/development/refactoring-10-security-privacy

SKILL.md

Refactoring 10: Security and Privacy

Goal

Reduce risk of data leakage, PII exposure, or license violations.

Sequence

  • Order: 10
  • Previous: refactoring-09-performance-profiling
  • Next: refactoring-11-ci-automation

Workflow

  • Scan for hardcoded secrets, tokens, or private endpoints.
    • Success: Secrets and risky endpoints are identified.
  • Identify PII fields and confirm how they are stored and logged.
    • Success: PII fields and handling are documented.
  • Check dataset and library licenses for compatibility.
    • Success: License constraints are verified and noted.
  • Ensure .gitignore excludes sensitive outputs and large artifacts.
    • Success: Sensitive outputs are not tracked by git.
  • Document required security or privacy constraints in README.md.
    • Success: README describes required constraints and handling rules.

Guardrails

  • Do not delete or redact data without approval.
  • Escalate if sensitive data is discovered.
  • Keep changes minimal and focused on safety.

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