jiro-automation-layer

What problem does it solve?

This Skill eliminates the tedious and time-consuming task of manually running pre-review code quality checks, ensuring human reviewers never waste time on trivial, catchable mechanical issues like lint errors, unused imports, or type mismatches.

Core Features & Use Cases

• Multi-Language Support: Automatically detects Python, TypeScript, JavaScript, and Nx monorepo projects to run the correct set of quality tools.
• Comprehensive Issue Detection: Runs linters (ruff, ESLint), type checkers (mypy, tsc), and test collection workflows to catch all mechanical issues in one pass.
• Structured Reporting: Aggregates all findings, classifies them by severity (blocking, required, advisory), and generates a standardized report to streamline the code review process.
• Use Case: For a development team conducting code reviews, run this Skill first to filter out all trivial issues, so human reviewers can focus exclusively on design, architecture, and logic problems.

Quick Start

Use the jiro-automation-layer skill to run all applicable automated code quality checks on the current project and generate a structured pre-review report for your team.