skills.rest
kk20300113-png
kk20300113-pngCOMMUNITY
Explore all skills by this author →
GitHub

ai-regression-testing

Run sandbox-mode API regression tests and integrate automated bug-check workflows.

Updated May 9, 2026
Search Tags:#code review#test automation#bug prevention#ai development#regression testing#api testing#sandbox testing
One-click install
npx skills add https://github.com/kk20300113-png/my-claude-skills --skill ai-regression-testing-kk20300113-png
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-regression-testing
Source: https://github.com/kk20300113-png/my-claude-skills/tree/main/ai-regression-testing
Command: npx skills add https://github.com/kk20300113-png/my-claude-skills --skill ai-regression-testing-kk20300113-png

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the critical blind spot where AI coding assistants both write and review their own code, leading to repeated, undetected regressions that slip past manual review and re-appear in production even after fixes.

Core Features & Use Cases

  • Sandbox-Mode API Testing: Run fast, database-free API tests by forcing sandbox mode in test environments, eliminating the need for live database connections during test runs.
  • Automated Bug-Check Workflows: Integrate mandatory test and build runs into pre-review workflows to catch mechanical bugs (type errors, broken tests) before AI code review begins.
  • AI Regression Pattern Libraries: Pre-built test templates for the most common AI-introduced bugs, including sandbox/production path mismatches, missing SELECT clauses, and unhandled error state leakage.
  • Use Case: If your team uses AI coding assistants and has experienced the same bug being re-introduced multiple times after fixes, this skill eliminates that repeat failure pattern.

Quick Start

Use the ai-regression-testing skill to set up a regression test suite for your API routes and integrate automated test runs into your team's bug-check workflow.

Frequently Asked Questions about ai-regression-testing

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

FAQPage Schema
Why do AI coding assistants keep reintroducing the same code regressions after fixes?▼

AI code regressions reappear because models both write and review their own code, creating a blind spot. This skill eliminates repeat failures by applying pre-built regression test templates for common AI failure modes.

How do I set up sandbox-mode API testing without live database connections?▼

Sandbox-mode API testing is configured by forcing sandbox mode in test environments, which eliminates the need for live database connections. This enables fast, database-free API test runs during automated pre-review bug checks.

What are the most common AI-introduced bugs in backend and API development?▼

Common AI-introduced bugs include sandbox and production path mismatches, missing SELECT clauses, and unhandled error state leakage. This skill provides pre-built test templates to catch these specific AI regression patterns.

How do I integrate automated bug checks into my pre-review workflow?▼

Automated bug-check workflows are integrated by setting up mandatory test and build runs before AI code review begins. This catches mechanical bugs like type errors and broken tests early in the development cycle.

Can I use these regression test templates for mock testing environments?▼

Yes, these regression test templates apply directly to sandbox and mock testing modes. They are designed for AI-assisted backend and API development workflows running automated pre-review bug checks.

Related Skills

Explore More Software Engineering Skills→
sakamoto-family-smilesakamoto-family-smile

ai-regression-testing

Detect regressions in AI-assisted development with sandboxed API tests and pattern-driven checks.

Community
Advanced
janewilkinjanewilkin

test

Run pytest test suites and generate code coverage reports.

Community
Intermediate
jmolzjmolz

source-command-review

Automate code review and regression suite execution for software development workflows.

Community
Advanced
aniruddh2003aniruddh2003
1

speckit.checker

Run static analysis tools to detect security vulnerabilities, type errors, and linting issues.

Community
Intermediate