skills.rest
mu-zhi
mu-zhiCOMMUNITY
Explore all skills by this author →
GitHub

ai-regression-testing

Automate AI-assisted regression testing with Vitest-based sandbox and production path checks.

Updated Aug 23, 2026
Search Tags:#vitest#api-testing#code-review#regression-testing#ai-assisted-development#sandbox-mode
One-click install
npx skills add https://github.com/mu-zhi/CaliberHub --skill ai-regression-testing-mu-zhi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-regression-testing
Source: https://github.com/mu-zhi/CaliberHub/tree/main/ai/skills/ai-regression-testing
Command: npx skills add https://github.com/mu-zhi/CaliberHub --skill ai-regression-testing-mu-zhi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-assisted development often introduces blind spots when code is written and reviewed by the same model; this Skill provides structured regression testing strategies and guardrails to catch those issues before they reach production.

Core Features & Use Cases

  • Sandbox-mode regression testing to verify parity between AI-generated paths and production code.
  • Regression test templates and example scenarios for common AI-assisted development bugs.
  • Integrated bug-check workflow that prioritizes automated tests and closes feedback loops with code reviews.

Quick Start

Write regression tests for newly fixed bugs and run the sandbox-enabled test suite to validate that fixes hold across both sandbox and production paths.

Frequently Asked Questions about ai-regression-testing

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

FAQPage Schema
How do I catch regressions introduced when AI agents write and review code?▼

Automated regression testing catches AI-introduced regressions by validating AI-generated code paths against production logic. This Skill provides structured test templates and a bug-check workflow to close feedback loops before release.

How do I verify parity between sandbox mode and production paths in Vitest?▼

Sandbox-mode regression testing verifies parity by running Vitest-based tests across both sandbox and production paths. This isolates API changes and multi-path logic issues specific to AI-assisted development workflows.

Do I need Vitest to run regression tests for AI-assisted development bugs?▼

Vitest is required to run the regression test suite. The Skill uses Vitest-based tests to validate newly fixed bugs and ensure that fixes hold across both sandbox and production environments.

Why does AI-assisted development introduce blind spots during code review?▼

AI-assisted development introduces blind spots when the same model writes and reviews code. Structured regression testing strategies and guardrails catch these specific issues by prioritizing automated tests before changes reach production.

What is the best way to structure a bug-check workflow for AI-generated code?▼

The best bug-check workflow prioritizes automated regression tests and closes feedback loops with code reviews. This validates AI-generated changes against sandbox and production paths before release.

Can I use sandbox mode to test API changes generated by AI agents?▼

Sandbox mode tests API changes generated by AI agents by checking sandbox versus production paths. This multi-path logic testing ensures AI-generated updates do not break existing application behavior.

Related Skills

Explore More Software Engineering Skills→
vlad-ryzhkovvlad-ryzhkov
25

repo-scout

Audit Go backend repositories for API endpoints, infrastructure, and test coverage.

Community
Intermediate
kevinnftkevinnft
13

dev-tdd

Enforce a test-first workflow with failing tests before minimal code.

Community
Intermediate
GGEduGGEdu

ai-regression-testing

Provide automated regression testing patterns for AI-assisted development workflows.

Community
Advanced
rube-derube-de
10

test

Detect test frameworks, run suites with coverage, and report findings as a GitHub issue.

Community
Advanced