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ai-regression-testing

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

Updated Apr 13, 2026
Search Tags:#automation#ai#sandbox#code-review#regression-testing#bug-check
One-click install
npx skills add https://github.com/sakamoto-family-smile/agent_monorepo --skill ai-regression-testing-sakamoto-family-smile
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-regression-testing
Source: https://github.com/sakamoto-family-smile/agent_monorepo/tree/main/.claude/skills/ecc/ai-regression-testing
Command: npx skills add https://github.com/sakamoto-family-smile/agent_monorepo --skill ai-regression-testing-sakamoto-family-smile

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-assisted development often suffers from regression when the same model writes and reviews code, leading to blind spots that automated tests help reveal and prevent.

Core Features & Use Cases

  • Sandbox-mode API testing: Run tests without requiring a database, enabling fast iterations.
  • Automated bug-check workflows: Integrate regression tests into bug-check to prevent reintroduction of bugs after fixes.
  • Pattern-based validation: Use established regression patterns to guard against common AI-returned-errors in code paths.

Quick Start

Run the sandbox-mode regression tests to validate API stability after code changes.

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 AI blind spots in automated regression testing?▼

AI blind spots in regression testing are caught by applying structured testing patterns and sandboxed API tests to validate code paths when an AI model writes or reviews code.

Can I run sandbox-mode API tests without setting up a database?▼

Yes, sandbox-mode API tests operate without requiring a database, enabling fast iterations and database-free testing to validate API stability after code changes.

How do I prevent bug reintroduction after fixing AI-assisted code?▼

You prevent bug reintroduction by integrating automated bug-check workflows with regression tests, ensuring that fixes hold and guarding against regressive AI behavior.

What do I need to set up pattern-based validation for AI code generation?▼

Pattern-based validation requires a sandbox environment, a test harness, and pattern-driven checks to validate code paths and ensure production parity against common AI errors.

Why does the same AI model writing and reviewing code cause regression bugs?▼

Regression bugs occur because a single AI model reviewing its own code develops blind spots, making automated regression tests necessary to reveal errors the model cannot self-detect.

Does pattern-driven regression testing work for sandbox and mock environments?▼

Yes, pattern-driven regression testing applies directly to sandbox or mock modes, using established patterns and a test harness to verify production parity in database-free testing contexts.

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