test-data-management
✓Strategic test data generation, management, and privacy compliance. Use when creating test data, handling PII, ensuring GDPR/CCPA compliance, or scaling data generation for realistic testing scenarios.
Installation
SKILL.md
| Minimal | Unit tests | 1-10 records | | Realistic | Integration | 100-1000 records | | Volume | Performance | 10k+ records | | Edge cases | Boundary testing | Targeted |
| Synthetic | Generate fake data (preferred) | | Masking | j@example.com | | Hashing | Irreversible pseudonymization | | Tokenization | Reversible with key |
Test data is infrastructure, not an afterthought. 40% of test failures are caused by inadequate test data. Poor data = poor tests.
Strategic test data generation, management, and privacy compliance. Use when creating test data, handling PII, ensuring GDPR/CCPA compliance, or scaling data generation for realistic testing scenarios. Source: proffesor-for-testing/agentic-qe.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill test-data-management- Category
- {}Data Analysis
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is test-data-management?
Strategic test data generation, management, and privacy compliance. Use when creating test data, handling PII, ensuring GDPR/CCPA compliance, or scaling data generation for realistic testing scenarios. Source: proffesor-for-testing/agentic-qe.
How do I install test-data-management?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill test-data-management Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/proffesor-for-testing/agentic-qe
Details
- Category
- {}Data Analysis
- Source
- skills.sh
- First Seen
- 2026-02-01