flext-automation-skill-pattern

Baseline and strict enforcement modes control code quality gates differently: baseline provides standard validation, while strict applies more rigorous rule checks for higher quality assurance in your automation skills.

A script-first approach for automation skills prioritizes code-based validation scripts over configuration, ensuring consistent quality checks and enabling auto-discovery by a generic runner for seamless workflow integration.

Auto-discovery for automation skills works by allowing a generic runner to automatically detect and integrate properly structured scripts within a repository, reducing manual integration overhead and streamlining validation workflows.

Yes, you can use ast-grep for rule definition in your automation skills. The pattern prioritizes ast-grep as a specific tool for establishing structural code validation rules within its script-first development approach.

The best way to standardize code quality automation is to establish a canonical skill pattern with baseline and strict enforcement modes, script-first validation using ast-grep, and machine-readable report artifacts for consistent maintainability.

Automation skills need machine-readable report artifacts because the pattern mandates them to ensure validation results can be automatically parsed and integrated into downstream quality gates and continuous validation workflows.