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moai-workflow-loop

Automates continuous code quality improvement using LSP diagnostics, AST-grep security scans, and test validation.

Updated Feb 19, 2026
Search Tags:#code quality#automation#ci/cd#feedback loop#lsp#ast-grep
One-click install
npx skills add https://github.com/taewook486/real-estate-mcp --skill moai-workflow-loop-taewook486
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: moai-workflow-loop
Source: https://github.com/taewook486/real-estate-mcp/tree/main/.claude/skills/moai-workflow-loop
Command: npx skills add https://github.com/taewook486/real-estate-mcp --skill moai-workflow-loop-taewook486

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of improving code quality by integrating diagnostics, security scanning, and testing into a continuous feedback loop, ensuring code meets high standards with minimal manual intervention.

Core Features & Use Cases

  • Automated Code Correction: Continuously identifies and fixes errors, warnings, and security vulnerabilities.
  • Integrated Quality Checks: Leverages LSP diagnostics, AST-grep for security/quality, and test execution.
  • Use Case: When developing a new feature, this Skill can automatically run diagnostics, fix reported errors, and re-run tests until the code is clean and passes all quality gates, significantly speeding up the development cycle.

Quick Start

Initiate the automated code quality loop by typing /moai loop.

Frequently Asked Questions about moai-workflow-loop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate code quality checks using LSP diagnostics and AST-grep?▼

Automated code quality checks use LSP diagnostics to catch errors and AST-grep to scan for security vulnerabilities, iteratively fixing issues within a continuous feedback loop until tests pass.

What is an error-driven development feedback loop for continuous code quality?▼

Error-driven development is a workflow where diagnostics and test failures automatically trigger iterative code corrections, continuously validating quality until all errors and security vulnerabilities are resolved.

Can I automatically fix security vulnerabilities and warnings in my CI/CD workflow?▼

Yes, integrating automated security scanning and error correction into your CI/CD workflow continuously detects and resolves vulnerabilities using AST-grep and LSP diagnostics within an iterative feedback loop.

How do I set up continuous test validation and automated fixing?▼

You set up continuous test validation by initiating an automated loop that runs diagnostics, applies fixes, and re-executes tests iteratively to ensure code meets quality gates with minimal manual intervention.

Does this automated code correction approach work without external dependencies?▼

Yes, this automated code correction approach operates without external dependencies, relying on internal references to execute LSP diagnostics, AST-grep scanning, and test validation within the Claude Code environment.

What are the limitations of using an automated feedback loop for code refinement?▼

The main limitation is that the automated feedback loop is designed specifically for the Claude Code environment, meaning its continuous error-driven refinement capabilities are constrained to that specific technical context.

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