How does it handle PII discovery?

It identifies fields containing Personally Identifiable Information and confirms how they are stored and logged to ensure compliance with privacy standards.

What is the primary purpose of the security-privacy skill?

It is designed to reduce the risk of data leakage, PII exposure, and license violations in Python research and development code.

Does this skill automatically delete my sensitive data?

No. The skill follows strict guardrails; it identifies risks and escalates findings but does not delete or redact data without explicit user approval.

Can it identify license issues in my datasets?

Yes, part of its workflow includes checking both library and dataset licenses to ensure they are compatible with your project goals.

Python Security and Privacy Refactoring

Name: Python Security and Privacy Refactoring
Author: Silviase

bySilviase

0•

보안 및 테스팅

Audits Python research code for data leaks, PII exposure, and license compliance risks.

The Python Security and Privacy Refactoring skill is designed to transition research-grade Python scripts into secure, production-ready code. It systematically scans for hardcoded secrets, identifies sensitive PII (Personally Identifiable Information) fields, and verifies library license compatibility. By automating the auditing of .gitignore files and documenting privacy constraints, this skill ensures that sensitive outputs and large artifacts are never leaked to version control, making it essential for data scientists and developers handling sensitive datasets.

주요 기능

01Hardcoded secret and private endpoint detection

02PII field identification and handling documentation

03Automated .gitignore verification for sensitive data

04Security constraint documentation in README.md

050 GitHub stars

06Library and dataset license compatibility checks

사용 사례

01Preparing internal research code for public repository release

02Auditing data science projects for PII compliance and privacy

03Cleaning up hardcoded tokens and credentials before code reviews

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add silviase/default-python-project refactoring-10-security-privacy

For use in Claude.ai and ChatGPT

Download Skill