What is the primary benefit of the Build Quality Gates skill?

It significantly reduces CI/CD failure rates by as much as 87.5% by catching errors locally using automated scripts before code is ever pushed to the repository.

Does this work with my specific build system?

Yes, it is designed to be language-agnostic and works with any project using build tools like Make, CMake, npm, or Go, and integrates with major CI/CD providers.

What is the BAIME framework?

BAIME stands for Bootstrapped AI Methodology Engineering. it is a quantitative, evidence-based optimization framework used to measure and improve workflow metrics like V_instance and V_meta.

What level of expertise is required to use this skill?

The skill is rated as 'Intermediate.' You should have basic familiarity with build systems, CI/CD pipelines, and general software development workflows.

How long does it take to implement these quality gates?

Initial setup takes between 5-15 minutes, while a full implementation following the 3-iteration BAIME approach typically takes 2-4 hours.

Build Quality Gates Implementation

Name: Build Quality Gates Implementation
Author: yaleh

byyaleh

•

배포 및 DevOps

Implements high-performance automated quality gates to reduce CI failures and accelerate error detection using the BAIME framework.

소개

This skill provides a systematic methodology for establishing comprehensive build quality gates, enabling developers to detect 98% of errors locally in under 20 seconds. By integrating pre-commit checks, dependency verification, and automated validation scripts, it transforms unpredictable build cycles into high-quality delivery systems that reduce CI failure rates from 40% to 5%. It is specifically designed for teams looking to optimize their workflow through quantitative, evidence-based improvements.

주요 기능

Automated pre-commit checks to catch errors before code is pushed
Comprehensive error coverage (up to 98%) for common build issues
15 GitHub stars
BAIME framework-driven optimization for iterative quality improvement
Rapid feedback loops with detection times reduced to under 20 seconds
Seamless integration with GitHub Actions, GitLab CI, and Jenkins

사용 사례

Standardizing quality checks across distributed engineering teams
Reducing high CI/CD failure rates in complex multi-language repositories
Accelerating development cycles by catching infrastructure and dependency errors locally

소개

주요 기능

Automated pre-commit checks to catch errors before code is pushed
Comprehensive error coverage (up to 98%) for common build issues
15 GitHub stars
BAIME framework-driven optimization for iterative quality improvement
Rapid feedback loops with detection times reduced to under 20 seconds
Seamless integration with GitHub Actions, GitLab CI, and Jenkins

사용 사례

Standardizing quality checks across distributed engineering teams
Reducing high CI/CD failure rates in complex multi-language repositories
Accelerating development cycles by catching infrastructure and dependency errors locally