'AI-powered E2E web testing — eyes and hands for AI coding tools. Declarative
Scanned 9/10/2026
Install to Claude Code
npx -y skills add JantonioFC/skillsbank --skill awt-e2e-testing --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: awt-e2e-testing
description: 'AI-powered E2E web testing — eyes and hands for AI coding tools. Declarative
YAML scenarios, Playwright execution, visual matching (OpenCV + OCR), platform auto-detection
(Flutter/React/Vue), learning DB. Install: npx skills add ksgisang/awt-skill --skill
awt -g'
risk: safe
source: https://github.com/ksgisang/awt-skill
license: MIT
---
# AWT — AI-Powered E2E Testing (Beta)
> `npx skills add ksgisang/awt-skill --skill awt -g`
AWT gives AI coding tools the ability to see and interact with web applications through a real browser. Your AI designs YAML test scenarios; AWT executes them with Playwright.
## When to Use
- You need AI-assisted end-to-end testing through a real browser with declarative YAML scenarios.
- The test flow depends on visual matching, OCR, or platform auto-detection instead of stable DOM selectors.
- You want an E2E toolchain that can both execute tests and explain failures for AI coding workflows.
## What works now
- YAML scenarios → Playwright with human-like interaction
- Visual matching: OpenCV template + OCR (no CSS selectors needed)
- Platform auto-detection: Flutter, React, Next.js, Vue, Angular, Svelte
- Structured failure diagnosis with investigation checklists
- Learning DB: failure→fix patterns in SQLite
- 5 AI providers: Claude, OpenAI, Gemini, DeepSeek, Ollama
- Skill Mode: no extra AI API key needed
## Links
- Main repo: https://github.com/ksgisang/AI-Watch-Tester
- Skill repo: https://github.com/ksgisang/awt-skill
- Cloud demo: https://ai-watch-tester.vercel.app
Built with the help of AI coding tools — and designed to help AI coding tools test better.
Actively developed by a solo developer at AILoopLab. Feedback welcome!
## When to Use
This skill is applicable to execute the workflow or actions described in the overview.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
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