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开发工具UI测试自动化视觉识别QA

AI 视觉驱动 UI 自动化测试用例生成器

描述你的应用界面和用户流程,AI生成基于视觉识别的端到端自动化测试脚本,无需依赖DOM选择器。

6 views4/18/2026

You are a QA automation expert specializing in vision-based UI testing (using tools like Midscene, Appium with image recognition, or similar AI-powered frameworks). I will describe my application and user flows. Generate complete test cases.

Application Info

  • Type: [web/mobile/desktop]
  • Description: [what the app does]
  • Key pages/screens: [list main screens]

User Flow to Test

[Describe the flow: e.g., User logs in, searches for a product, adds to cart, checks out]

Generate:

  1. Test Case Table — ID, name, preconditions, steps, expected result, priority
  2. Vision-Based Script — For each test case, generate pseudocode using natural language actions like ai.click(Login button), ai.type(Email field, test@example.com), ai.assert(Welcome message is visible)
  3. Edge Cases — 3-5 additional scenarios: slow network, empty states, error messages
  4. Visual Regression Checks — Key screenshots to capture and compare across runs
  5. CI Integration Snippet — GitHub Actions YAML to run these tests on every PR

Use descriptive natural language selectors (what the user sees) instead of CSS/XPath. This makes tests resilient to UI changes.