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ai-regression-testing

Automate regression testing for AI-assisted development in sandbox mode without a database.

Updated Aug 23, 2026
Search Tags:#api-testing#test-automation#regression-tests#ai-regression#sandbox-testing#bug-check
One-click install
npx skills add https://github.com/ssrxs/scx-studio-pro-fixed --skill ai-regression-testing-ssrxs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-regression-testing
Source: https://github.com/ssrxs/scx-studio-pro-fixed/tree/main/gemini-skills/ecc-ai-regression-testing
Command: npx skills add https://github.com/ssrxs/scx-studio-pro-fixed --skill ai-regression-testing-ssrxs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI development often suffers from unseen regression when models modify APIs and logic, leading to recurring bugs after fixes. This Skill provides sandbox-mode testing patterns and a structured bug-check workflow to catch these regressions early.

Core Features & Use Cases

  • Sandbox-mode API testing to run deterministic regressions without a connected database.
  • Automated bug-check workflow that guides test creation after each fix.
  • Guidance for maintaining sandbox/production parity to ensure consistent API responses.

Quick Start

Enable sandbox mode and run the bug-check workflow to generate regression tests.

Frequently Asked Questions about ai-regression-testing

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

FAQPage Schema
How do I automate regression tests for AI-assisted APIs without a database?▼

Sandbox-mode API testing enables deterministic regression checks without a database by isolating AI-assisted API modifications. This catches model-introduced regressions early before production deployment.

What is a guided bug-check workflow for AI development?▼

A guided bug-check workflow structures test creation after each AI-assisted fix to prevent reintroducing bugs. It enforces deterministic regression checks that verify API responses remain stable across model modifications.

How do I maintain sandbox and production parity for API testing?▼

Maintaining sandbox and production parity ensures API responses stay consistent between test and live environments. This consistency is enforced through deterministic regression checks applied during sandbox-mode testing workflows.

Can I run deterministic regression checks in sandbox mode only?▼

Yes, deterministic regression checks are enforced specifically in sandbox mode to test AI-assisted projects without requiring a database connection. This isolation prevents external data variability from affecting bug-check workflows.

Why do recurring bugs appear after AI models modify APIs?▼

Recurring bugs occur because unseen regressions happen when AI models modify APIs and underlying logic. Automated sandbox-mode regression testing catches these modifications early by enforcing deterministic checks after each fix.

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