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Web database validator

Skill 0x-Professor/Agent-Skills-Hub/skills/web-database-validator

Public skill pack for AI coding/automation/penetration-testing agents.

Install
npx -y skills add 0x-Professor/Agent-Skills-Hub --skill web-database-validator

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One thing to look at

  • 10 stars10 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

Validate database schema, migrations, indexes, and query behavior with structured pass/fail reporting.

The file declares its own license as Apache-2.0. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

1.3 KB, 207 tokens by cl100k_base, as published. Nobody here has run it

Web Database Validator

Objective

Validate schema and query quality after backend scaffolding, including migration sanity checks and performance guardrails.

Required Workflow

  1. Read project-config.json and ORM schema files.
  2. Run migrations in a local test database (Docker or in-memory SQLite for dry runs).
  3. Validate:
    • foreign key constraints
    • indexes on foreign keys and hot query columns
    • N+1 query risk with query logs or explain plans
    • soft-delete fields where required
    • auto timestamps (created_at, updated_at)
  4. Seed realistic test data using Faker.js or Python Faker.
  5. Run query checks for row counts, relationships, and cascades.
  6. Output db-validation-report.json with pass/fail per check.

Execution

python skills/web-database-validator/scripts/database_validator.py --input <workspace> --output <out.json> --format json

References

  • references/tools.md

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.