mukiwu

mukiwu / muki-ai-plugins

Public

Disciplined development workflow for Claude Code — TDD, code review, planning, E2E testing, and bug learning skills.

10
0
100% credibility
Found Mar 27, 2026 at 10 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

A collection of plugins for Claude Code that provide structured workflows for disciplined software development including test-driven development, planning, code reviews, and pixel-level visual comparisons between Figma designs and implemented web pages.

How It Works

1
🔍 Discover helpful coding tools

You find these plugins that guide you through organized coding and perfect design matches in your AI coding helper.

2
📦 Add the plugins

In your AI chat, you simply ask it to grab these tools for better workflows and visual checks.

3
🏗️ Set up your project

Tell the tools about your project so they understand your style and suggest the best ways to work.

4
Pick your task
🚀
Build a feature

Follow a step-by-step journey from idea to tested and reviewed code.

👁️
Review a design

Compare your design picture with the real webpage to spot any mismatches.

5
📋 Follow the guidance

The AI leads you through planning, testing, building, and checking everything along the way.

6
✨ Get smart feedback

See clear reports on differences, test improvements, and suggestions to make it all perfect.

✅ Enjoy flawless results

Your code is solid, tested, reviewed, and matches the design exactly, ready for anything.

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AI-Generated Review

What is muki-ai-plugins?

muki-ai-plugins delivers Python-based plugins for Claude Code, enforcing disciplined AI software development through structured workflows like TDD, planning, code review, E2E testing with Playwright, and bug learning skills. It tackles chaotic AI-assisted coding by bundling shipshape-skills for full-cycle development—from brainstorming to automated reviews—and figma-visual-reviewer for pixel-level diffs between Figma designs and live web pages. Developers install via simple slash commands and get seamless integration for disciplined agile development.

Why is it gaining traction?

It stands out by automating a 10-stage /feature workflow that pauses for confirmation, suggests skips, and auto-picks review modes like Figma diffs or AI vision checks, reducing manual oversight in code, testing, and UI reviews. Natural language triggers—like "add dark mode"—kick off TDD or E2E flows without memorizing commands, while project init scans package.json for custom skills. Early adopters hook on the rationalization-proof TDD coaching and standalone scripts for visual regression testing.

Who should use this?

Frontend developers building React/Vue apps with Figma designs, needing enforced TDD and E2E testing in Claude Code sessions. Teams practicing disciplined development who want AI to handle planning, build fixes, and UIUX reviews before merging. Solo devs fixing bugs or prototyping features, craving structure without boilerplate.

Verdict

Worth a test drive for Claude Code users seeking disciplined workflows—docs are solid and bilingual—but with 10 stars and 1.0% credibility score, it's early-stage; expect tweaks as it matures. Pair with Figma token for full visual review power.

(198 words)

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