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Smart test data synthesizer

Skill ShreyasBh02/AI-Skills-Collection/smart-test-data-synthesizer

Generates complex test data in SQL, JSON, or Java (using DataFaker) based on QA needs.From its SKILL.md

Install
npx -y skills add ShreyasBh02/AI-Skills-Collection --skill smart-test-data-synthesizer

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
  • 2 stars2 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

1.0 KB, 179 tokens by cl100k_base, as published. Nobody here has run it

Smart Test Data Synthesizer

Generate robust and relational test data tailored for database seeding, API testing, and UI automation.

Instructions

  1. Analyze the user's data schema or entity descriptions.
  2. Based on the user's request, choose the "Best of All" formats or produce all three formats to provide deep value:
    • SQL INSERT Statements: Provide raw relational SQL with proper foreign key linkages.
    • JSON Payloads: Provide complex nested JSON arrays for API requests.
    • Java Code (DataFaker): Provide Java class methods using the net.datafaker.Faker library to generate randomized test entities dynamically for Selenium/RestAssured.
  3. Ensure realism in the generated data (e.g., realistic names, active/expired credit cards, logical dates).
  4. Provide instructions on how to execute or integrate the test data.

What ships with it: 1 file

507 B alongside SKILL.md

Keep looking

Skills are one crate of 326,835. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.