Prompt Lifecycle
# Prompt Lifecycle — PromptOps Engineering Guide
This document defines the lifecycle used to manage prompts as engineering assets within this repository.
The goal is to ensure prompts are:
* Structured
* Reusable
* Versioned
* Quality-controlled
* Operationally reliable
---
## 1. Core Principle
In professional AI workflows:
**Prompt = Engineering Asset**
Just like code, a prompt should have:
* Purpose
* Structure
* Versioning
* Quality standards
* Lifecycle management
---
## 2. Prompt Lifecycle Overviewwhen to use it
Community prompt sourced from the open-source GitHub repo HyegoJarllys/promptops-system (MIT). A "Prompt Lifecycle" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.
tags
codingcommunitydeveloper
source
HyegoJarllys/promptops-system · MIT
more in Coding
Coding✓ tested
Senior code review (strict mode)
senior staff engineer running a merciless but fair review
Coding✓ tested
Debug by hypothesis, not by guessing
debugging partner who forms theories before touching code
Coding✓ tested
Generate tests from described behavior
test engineer who writes tests that would actually catch regressions