Prompt Library

Battle-tested prompts for AI-driven development

All Debugging Refactoring Architecture CodeReview Testing Planning Documentation
Architecture Generic

Architecture Decision Analysis

Analyze trade-offs between architectural approaches
Architecture Generic

Database Schema Design

Design a database schema from requirements
Architecture Claude Code

Multi-Agent Task Decomposition

Break a complex task into pieces for parallel AI agents
Architecture Claude Code

System Design Review

Review a proposed architecture for blind spots
CodeReview Generic

Define Your Code Review Standards

Capture your review non-negotiables and rejection patterns into a reusable standards doc
CodeReview Claude Code

Review AI-Generated Code

Specifically check AI output for common AI failure patterns
CodeReview Generic

Review for Bugs

Find bugs in code before they ship
CodeReview Generic

Security Review

Check code for security vulnerabilities
Debugging Claude Code

Analyze My Debugging Style

Map how you actually debug so AI can match your workflow instead of fighting it
Debugging Claude Code

Performance Investigation

Diagnose why something is slow
Debugging Claude Code

Reproduce and Isolate

Create a minimal reproduction of a bug
Debugging Generic

Stack Trace Analysis

Turn a stack trace into actionable debugging steps
Debugging Generic

Systematic Bug Investigation

Walk through a bug systematically instead of guessing at fixes
Documentation Claude Code

Build Your Project Voice Guide

Define your team's coding voice, standards, and what you reject — so AI matches your style, not generic defaults
Documentation Claude Code

Codebase Context Interview

Map your architecture decisions and their rationale into a living context document
Documentation Generic

Explain Complex Code

Get a clear explanation of confusing code
Documentation Claude Code

Generate CLAUDE.md

Create a project context file for AI tools
Documentation Generic

Write API Documentation

Generate clear API docs from code
Planning Generic

Feature Decomposition

Break a feature into implementable tasks
Planning Claude Code

Migration Strategy

Plan a safe migration from old to new
Planning Generic

Project Non-Negotiables Audit

Extract the implicit rules your team follows but never wrote down
Planning Generic

Sprint Planning Assistant

Prioritize and scope work for a sprint
Refactoring Cursor

Add Types to Untyped Code

Progressively add TypeScript types to JavaScript
Refactoring Generic

Extract Method

Break a large function into smaller, focused pieces
Refactoring Generic

Modernize Legacy Pattern

Update old patterns to modern equivalents
Refactoring Claude Code

Split Large File

Decompose a large file into focused modules
Testing Generic

Generate Test Suite

Create comprehensive tests for a function
Testing Claude Code

TDD Starting Point

Write the failing test first, then implement
Testing Generic

Test Data Builder

Create a factory or builder for test data