When does Claude decide to ask questions?

Claude will proactively ask clarifying questions whenever requirements are underspecified, multiple implementation paths exist, or design decisions impact the overall architecture.

How does this skill improve code quality?

It enforces a strict, multi-step verification workflow that includes linting, type-checking, and unit testing after every code change to catch errors early.

Can this skill fix errors without user input?

It is designed to automatically attempt fixes for linter and formatting issues using tools like ESLint and Prettier before reporting results to the user.

Does it support frontend development tasks?

Yes, it includes specialized protocols for starting dev servers, checking browser consoles for errors, and verifying UI functionality and responsiveness.

Self-Directed Debugging

Name: Self-Directed Debugging
Author: shabaraba

byshabaraba

0•

安全与测试

Automates quality assurance by proactively identifying requirements, verifying implementations, and auto-fixing linter errors.

This skill transforms Claude Code into a self-sufficient developer by enforcing a rigorous 'verify-first' methodology throughout the development lifecycle. It empowers the AI to proactively ask clarifying questions before coding, execute a comprehensive suite of verification tools—including linting, type-checking, unit testing, and builds—and simulate frontend browser checks. By automating the detection of common errors and autonomously resolving linter issues, this skill ensures that all code changes meet production standards with minimal human intervention, reducing the back-and-forth typical of AI-driven development.

主要功能

01Automated multi-stage verification including lint, type-check, and build steps

02Structured verification reporting to provide transparency on implementation health

03Autonomous auto-fixing of linter, formatting, and common coding style errors

04Proactive clarifying questions via AskUserQuestion for ambiguous requirements

05Comprehensive frontend verification with browser console and functionality checks

060 GitHub stars

使用场景

01Maintaining architectural integrity and code style during major refactors

02Ensuring new features pass all local quality gates before submission

03Systematic bug reproduction and verification of complex logic fixes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add shabaraba/shabaraba-cc-plugins self-directed-debugging

For use in Claude.ai and ChatGPT

Download Skill