release-it

SKILL.md

Release It! Framework

Framework for designing, deploying, and operating production-ready software systems. Based on a fundamental truth: the software that passes QA is not the software that survives production. Production is a hostile environment -- and your system must be built to expect and handle failure at every level.

Core Principle

Every system will eventually be pushed beyond its design limits. The question is not whether failures will happen, but whether your system degrades gracefully or collapses catastrophically. Production-ready software is not just correct -- it is resilient, observable, and designed to operate through partial failures without human intervention.

Scoring

Goal: 10/10. When reviewing or creating production systems, rate them 0-10 based on adherence to the principles below. A 10/10 means full alignment with all guidelines; lower scores indicate gaps to address. Always provide the current score and specific improvements needed to reach 10/10.

The Release It! Framework

Six areas that determine whether software survives contact with production:

1. Stability Anti-Patterns

Core concept: Failures propagate through integration points, cascading across system boundaries. The most dangerous patterns are not bugs in your code -- they are emergent behaviors that arise when systems interact under stress.