How much time does the full implementation take?

While basic setup takes only 5-15 minutes, a full comprehensive implementation across all quality tiers typically requires 2-4 hours.

Which programming languages are supported?

The methodology is language-agnostic and provides specific patterns and examples for Go, Python, JavaScript, and shell scripting.

What kind of errors do these quality gates catch?

The gates detect temporary debug files, dependency inconsistencies, missing test fixtures, broken imports, and security vulnerabilities.

What is the BAIME framework used in this skill?

BAIME (Bootstrapped AI Methodology Engineering) is a systematic approach to optimizing AI-driven workflows through quantitative metrics and iterative improvements (P0, P1, and P2 phases).

How does this skill reduce CI costs?

By catching 98% of errors locally in under 20 seconds, it prevents expensive, time-consuming CI pipeline runs that would otherwise fail on simple configuration or dependency issues.

Build Quality Gates Implementation

Name: Build Quality Gates Implementation
Author: yaleh

byyaleh

•

安全与测试

Implements systematic build quality gates using the BAIME framework to reduce CI failures and accelerate error detection.

This skill provides a quantitative, evidence-based approach to software quality by implementing tiered validation checks (P0 to P2). It transitions error detection from slow, expensive CI pipelines to fast local environments, ensuring that nearly all common build issues are caught within seconds. By following the BAIME (Bootstrapped AI Methodology Engineering) framework, it achieves high reliability and significantly boosts development ROI through reduced iteration cycles and stabilized workflows.

主要功能

01Pre-commit validation for temporary files and dependencies

02Multi-language support for Go, Python, and JavaScript

03Performance-optimized quality checks with <20s detection

04Automated CI/CD failure reduction strategies

05BAIME-based quantitative optimization framework

0615 GitHub stars

使用场景

01Standardizing quality checks across distributed engineering teams

02Reducing high CI failure rates in complex software repositories

03Accelerating development cycles by catching errors in local environments

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yaleh/meta-cc build-quality-gates

For use in Claude.ai and ChatGPT

Download Skill