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ai-regression-testing

Convert discovered bugs into deterministic API regression tests for sandbox and production parity.

Updated Sep 13, 2025
Search Tags:#automated tests#api contract#sandbox mode#ai regression testing#bug-check workflow#response parity
One-click install
npx skills add https://github.com/llmh333/employee_management_spring --skill ai-regression-testing-llmh333
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-regression-testing
Source: https://github.com/llmh333/employee_management_spring/tree/main/.gemini/skills/ai-regression-testing
Command: npx skills add https://github.com/llmh333/employee_management_spring --skill ai-regression-testing-llmh333

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents AI-assisted development from repeatedly shipping the same regressions caused by the model writing and reviewing its own changes with shared blind spots, especially when production and sandbox behaviors diverge.

Core Features & Use Cases

  • Sandbox-mode, DB-free API regression tests: Force sandbox/mock mode so you can validate API response contracts quickly without database dependencies.
  • Bug-focused regression assertions: Turn known bug categories into targeted tests (for example, verifying required response fields are never missing or undefined).
  • Parity checks across paths: Detect inconsistencies between sandbox and production responses, including missing fields and shape mismatches.

Quick Start

Run your bug-check workflow after code changes by first executing automated tests and build/type checks, then add a regression test for each fix to lock in the response contract across sandbox and production.

Frequently Asked Questions about ai-regression-testing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I stop AI from reintroducing the same bugs during development?▼

To prevent AI from reintroducing bugs, turn discovered bug categories into deterministic automated regression tests that assert response shape and required fields, locking in API contracts against AI blind spots.

How do I write API regression tests without database dependencies?▼

Write DB-free API regression tests by forcing sandbox or mock mode in your test suite, validating API response contracts and required field shapes quickly without needing a live database connection.

Why does sandbox API response parity matter for regression testing?▼

Sandbox API response parity matters because diverging sandbox and production behaviors hide missing fields and shape mismatches, causing bugs to pass mock tests locally but fail in the production environment.

What is the best way to add regression coverage for AI-assisted code changes?▼

Add regression coverage by running a bug-check workflow after changes: execute automated tests and build checks, then add targeted regression assertions for each specific bug category fixed to lock in response contracts.

Do I need to assert response shape and required fields for mock API testing?▼

Yes, assert response shape and required fields during mock API testing to verify required response fields are never missing or undefined, ensuring deterministic contract validation without database dependencies.

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