pudo-code-system

PUDO Prompt Library

A collection of 21 ready-to-use prompts organized by PUDO phase and domain skills. Copy, customize, and paste into any AI assistant.

Note: Each directory contains its own README.md with detailed instructions on how to modify and use the prompts for your specific needs.

How to Use

Find the right prompt — Browse by phase below, or search by tag
Copy the prompt — Each file contains a ready-to-use prompt template
Fill in the `` — Replace placeholders with your project-specific details
Paste into your AI assistant — Works with ChatGPT, Claude, Gemini, Copilot, etc.
Iterate — Use the output as a starting point, refine as needed

Prompt Index

Plan Phase

Prompt	Use When	Tags
Scope Definition	Starting a new task or feature	`#scoping` `#greenfield` `#requirements`
Architecture Draft	Designing system structure	`#architecture` `#design` `#system`
Database Schema	Designing a new database schema	`#database` `#schema` `#planning`
API Contract	Designing REST/GraphQL/gRPC APIs	`#api` `#rest` `#graphql` `#planning`
Security Threat Model	Planning secure architecture & mitigation	`#security` `#threat-model` `#risk`
Risk Assessment	Identifying what could go wrong	`#risk` `#planning` `#premortem`

Understand Phase

Prompt	Use When	Tags
Codebase Analysis	Exploring an unfamiliar codebase	`#analysis` `#exploration` `#onboarding`
Dependency Audit	Checking what your code depends on	`#dependencies` `#security` `#audit`
Pattern Recognition	Learning codebase conventions	`#patterns` `#conventions` `#consistency`
Crash Log Analysis	Debugging stack traces and error logs	`#debugging` `#crash` `#logs`

Develop Phase

Prompt	Use When	Tags
Feature Implementation	Building a planned feature	`#implementation` `#coding` `#feature`
Test-Driven Dev	Writing tests alongside code	`#testing` `#tdd` `#quality`
Component Scaffold	Creating new components/modules	`#scaffold` `#component` `#boilerplate`
Integration Test Suite	Testing DBs/APIs interactions	`#testing` `#integration`
E2E Test Suite	Writing browser automation tests	`#testing` `#e2e` `#automation`

Optimize Phase

Prompt	Use When	Tags
Performance Review	Profiling and improving speed	`#performance` `#profiling` `#speed`
Memory Profiling	Debugging RAM leaks and GC issues	`#debugging` `#memory` `#latency`
Network Troubleshooting	Debugging 5xx errors and timeouts	`#debugging` `#network` `#cloud`
Code Review Checklist	Reviewing code quality	`#review` `#quality` `#checklist`
Refactor Opportunities	Cleaning up existing code	`#refactor` `#cleanup` `#maintainability`

Domain Skills

Skills are specialized templates that apply domain knowledge to any phase.

Prompt	Use When	Tags
Software Engineering	Writing robust frontend/backend code	`#coding` `#javascript` `#python` `#java`
Troubleshooting & Debugging	Diagnosing crashes, memory leaks	`#debugging` `#sre` `#diagnostics`
DevOps Engineering	Writing IaC, CI/CD, or deployment config	`#devops` `#infrastructure` `#automation`
Architecture & Planning	Threat modeling, DB models	`#planning` `#architecture` `#design`
Test Engineering	TDD, E2E tests, Mocking	`#test` `#qa` `#automation`

Prompt Format

Every prompt follows a consistent structure:

# [Prompt Name]
> Phase, Tags, AI Model compatibility

## Context        — When to use this prompt
## Variables      — Placeholders you need to fill in
## Prompt         — The actual prompt text
## Example Usage  — A concrete input/output pair

Contributing

Have a prompt that’s been useful in your PUDO workflow? Submit a PR! Follow the template above for consistency.

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