Do I need Docker to use this skill?

Yes, this skill is specifically designed to work with Docker-based environments to stream and analyze logs in real-time.

Does this replace unit testing?

No, Zero Script QA is intended for integration and feature verification. It should be used alongside unit testing and static analysis for a complete QA strategy.

What is Zero Script QA?

Zero Script QA is a methodology that verifies software features through structured JSON logs and real-time monitoring instead of writing and maintaining traditional test scripts.

How does Claude detect issues without scripts?

Claude monitors the log stream for specific patterns such as error levels, 5xx status codes, slow response times, and inconsistent Request IDs to identify bugs.

What is Request ID propagation?

It is the practice of passing a unique ID from the frontend through all backend services, allowing you to trace a single user action across the entire technical stack.

Zero Script QA

Name: Zero Script QA
Author: popup-studio-ai

bypopup-studio-ai

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Security & Testing

Implements a scriptless testing methodology using structured JSON logging and real-time Docker monitoring for AI-driven verification.

Zero Script QA revolutionizes the testing process by eliminating the need for traditional, high-maintenance test scripts in favor of comprehensive log analysis. By implementing a standardized JSON logging architecture across the entire stack—including Nginx, FastAPI, and Next.js—and utilizing Request ID propagation, it allows Claude Code to monitor Docker streams in real-time to detect errors, performance bottlenecks, and business logic issues during manual UX sessions. This approach ensures full-stack traceability and rapid issue detection without the overhead of writing and maintaining brittle test code.

Key Features

01Automated QA issue reporting with detailed log context and reproduction paths

02Standardized JSON logging schema for unified full-stack observability

03Scriptless testing methodology to reduce maintenance overhead

04Real-time Docker log streaming and automated AI issue detection

056 GitHub stars

06Automatic Request ID propagation across frontend, backend, and proxy layers

Use Cases

01Debugging distributed system issues using end-to-end Request ID tracking

02Real-time monitoring and reporting during manual user acceptance testing

03Verifying complex multi-service features without writing integration test code

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add popup-studio-ai/bkit-claude-code zero-script-qa

For use in Claude.ai and ChatGPT

Download Skill