AI导哈

测试与安全

ai-regression-testing

affaan-m/ecc

Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code. Use when adding regression coverage to AI-assisted code, or when the same model both wrote and reviewed a change.

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安装命令

npx skills add https://github.com/affaan-m/ecc --skill ai-regression-testing

SKILL.md

AI Regression Testing

Testing patterns specifically designed for AI-assisted development, where the same model writes code and reviews it — creating systematic blind spots that only automated tests can catch.

When to Activate

  • AI agent (Claude Code, Cursor, Codex) has modified API routes or backend logic
  • A bug was found and fixed — need to prevent re-introduction
  • Project has a sandbox/mock mode that can be leveraged for DB-free testing
  • Running /bug-check or similar review commands after code changes
  • Multiple code paths exist (sandbox vs production, feature flags, etc.)

The Core Problem

When an AI writes code and then reviews its own work, it carries the same assumptions into both steps. This creates a predictable failure pattern:

AI writes fix → AI reviews fix → AI says "looks correct" → Bug still exists

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