agentsclimarketplace

Data synthesizer

Skill rafaelghif/antigravity-agents/.agents/skills/data-synthesizer

Enterprise-Grade Guardrails, Zero-Assumption Execution, and Quality Gates for Autonomous AI Coding Agents.

Install
npx -y skills add rafaelghif/antigravity-agents --skill data-synthesizer

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

2 things to look at

  • 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.
  • 3 stars3 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.

What its author says it does

Copied from the file, not written here

Generates realistic mock data and database seeds for UI/API testing.

SKILL.md

1.6 KB, as published. Nobody here has run it

Data Synthesizer Skill

Objective

To inject realistic, varied, and edge-case inclusive mock data into the application so that the agent and developers can accurately test user interfaces, pagination, and API responses.

When to Execute

  • After running schema migrations on an empty database.
  • When requested to test a UI component that depends on lists, charts, or user profiles.
  • When building API endpoints that require robust dummy data.

Execution Steps

  1. Schema Contextualization:

    • Call the schema-manager to read the exact data types, constraints, and relationships of the target tables.

  2. Mock Generation Strategy:

    • Identify the stack's native seeder framework (e.g., Laravel Seeders, Prisma Studio, Python Faker, Django Fixtures).
    • If a framework exists, write seeder scripts utilizing libraries like Faker to generate realistic names, addresses, and emails.
    • Ensure the generated data includes edge cases (very long strings, nulls, special characters) to stress-test the UI.

  3. Injection:

    • Execute the seeder scripts to populate the local database.
    • Verify insertion success by querying a sample of the data.

  4. Cleanup Protocol:

    • Ensure mock generation scripts are placed in proper development directories (e.g., database/seeders) and NEVER executed in production environments.

Keep looking

Skills are one crate of 328,083. 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.