Prompt-Engineering-Kit (PEK)

Structured prompt engineering framework and asset kit for production use.

Overview

Prompt-Engineering-Kit (PEK) is a production-oriented framework and asset management kit for structured prompt engineering. It turns scattered, ad hoc "AI spells" into standardized engineering assets that are reusable, testable, and version-controlled.

PEK covers the full software engineering lifecycle, including requirement clarification, architecture design, technology selection, and code generation. It is designed to help full-stack developers establish a rigorous interaction model for large language models, reduce communication and trial-and-error costs, and improve output quality, logical consistency, and system-level stability in complex business development.

项目简介

Prompt-Engineering-Kit (PEK) 是一个面向生产环境的结构化提示词工程框架与资产管理套件。它致力于将零散、随意的“AI 咒语”转化为可复用、可测试、可版本控制的标准化工程资产。

PEK 覆盖从需求拆解、架构设计、技术选型到代码生成的软件工程全生命周期场景，旨在为全栈开发者提供一套严谨的大模型交互范式，从而大幅降低沟通与试错成本，确保 AI 在复杂业务开发中的输出质量、逻辑连贯性与系统级稳定性。

Repository Structure

.
├─ README.md
├─ prompts-index.md
├─ docs/
│  └─ metadata-governance.md
└─ prompts/
   ├─ foundation/
   │  └─ ai-agent-prompt-engineering-playbook/
   │     ├─ meta.yml
   │     ├─ prompt.zh-CN.md
   │     └─ prompt.en.md
   └─ project-inception/
      └─ software-engineering-project-preparation/
         ├─ meta.yml
         ├─ prompt.zh-CN.md
         └─ prompt.en.md

Conventions

• Organize prompts by asset purpose, not by language-first directory trees.
• Keep bilingual variants of the same asset side by side as prompt.zh-CN.md and prompt.en.md.
• Use stable ASCII slugs for folders.
• Store durable metadata in meta.yml.
• Register every prompt asset in prompts-index.md.
• Follow docs/metadata-governance.md for required metadata fields and lifecycle rules.

How to Add a New Prompt Asset

1. Create a new slug directory under the correct domain in prompts/.
2. Add prompt.zh-CN.md and prompt.en.md with aligned structure.
3. Add a meta.yml file describing the asset.
4. Register the asset in prompts-index.md.
5. Review naming, section parity, and intended usage before commit.

Current Assets

• Foundation / Methodology
  • ai-agent-prompt-engineering-playbook
• Delivery Execution / Approved Work to Implementation
  • feature-implementation-from-approved-scope
• Project Inception / Pre-coding Preparation
  • software-engineering-project-preparation
• Quality / Engineering Execution
  • bug-diagnosis-and-minimal-fix
  • code-review-and-merge-readiness
  • safe-refactoring-and-migration
  • test-strategy-and-regression-design
• Release Operations / Shipping Safety
  • release-readiness-and-rollback