Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Generate synthetic tabular datasets from YAML schemas. Use this skill when the user wants to create sample data, mock data, test data, synthetic datasets, or demo data for any domain — HR directories, e-commerce orders, SaaS metrics, healthcare records, financial transactions, security events, application logs, IoT sensor readings, CRM pipelines, survey responses, or custom schemas. Ships with 10+ domain templates and supports custom YAML schemas with Faker-backed fields, statistical distributions (normal/lognormal/zipf/poisson), foreign-key integrity, behavioral profiles, and temporal event generation. Also trigger when user says "generate synthetic data", "create fake data", "mock dataset", "test data", or names a specific domain like "e-commerce data" or "HR data".
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 199ecaecffb476457411d6dea2712fd08c488121c24925ae256b79c2d9d96431
About this listing
- Category
- Security
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.