Prompt Library: copy-paste prompts for coding agents

This library needs JavaScript to browse. Every prompt is also available as plain Markdown: prompts.md.

All promptsReview & Planning

After-Run Review

Agent Project Planning

AI Workflow Review

App Idea Validation

Architecture Review

Archive a Project

Assumption Breaker

Before I Build

Bug Fix Without Refactor

Check for Fake Scalability

Choose the Next Safest Task

Clear Out Old Versions & Copies

Code Review

Compare the Task Against the Implementation

Daily Solo Pick

Feature Prioritization

Find Dead Code

Find Duplicate Sources of Truth

Find Features That Should Be Delayed

Find Regressions Before Continuing

Keep This App Focused

Make Project Understandable

Map the Folder Before Cleaning

Next 3 Tasks Only

One-Feature MVP

One-Screen App Review

Pick the Next Removal

Premortem

Prompt Improvement

README / Project Docs

Remove Accidental Complexity

Retire the Legacy Paths

Review a Proposed Refactor

Review Code Quality

Review Performance Without Premature Optimization

Review the UI Against the Product Intent

Safety Check Before Big Change

Second-Order Effects

Security Pass Before Shipping

Session Start Checklist

Should I Add This Dependency?

Simplicity Review

Split This File Without Breaking It

Strip the Debugging Layer

UI / Design Review

Verify the Last Run

Workflow Simplifier

Build & Ship

Asset Integration Check

Build & Run Verification

Clean Up After the Feature

Dark & Light Mode Polish

Decide What Deserves a Test

Dependency Justifier

Final Pre-Commit Review

Final Pre-Release Review

Find the Ways This Fails

Find Why a View Recomputes

Fix the Bug Without Expanding Scope

Implement Only the Requested Change

Keyboard-First Review

Menu Bar App Review

Native macOS Check

No-New-Features Polish

Polish UI Without Changing Behavior

Release Readiness

Resizable Layout + Settings

Revert or Forward-Fix

Review Concurrency and Async Code

Review Debug UI

Review Feature Flags

Screenshot to Implementation

Settings Architecture Review

Signing, Sandboxing & Distribution

The Update Broke It — Roll Back or Fix Forward

Validate the Feature Manually

Visual QA Checklist

Zip & Handoff Readiness

Design & UI

Accessibility & WCAG Review

Analyze & Improve the App

Balance Beginner and Power-User Workflows

Build a Raycast-Style Action Panel

Compact the Interface

Find the Actual Bottleneck

Global Hotkey Command Palette

Impossible States

Liquid Glass Material

macOS App Icon (HIG)

Match a Mockup Without Overbuilding

Raycast-Quality UI Refactor

Raycast-Style Refactoring Without a Redesign

Reduce Cognitive Load

Refactor Toward a Raycast-Style Interface

Refactor UI to Apple HIG

Refine Animations

Remove Dashboard Styling

Remove Unnecessary Steps

Responsive Layout

Review a Utility App for One-Screen Use

Review Calm Visual Style

Review Color Usage

Review Dark and Light Mode

Review Developer Tool Density

Review SF Symbol Usage

Review Spacing System

Review the App for New Users

Review the App for Power Users

Review Typography Like a Native Utility

Review Visual Hierarchy Without Adding Decoration

Simplify the Current Screen

Slim Status Bar

Smooth Scrolling & Micro-interactions

Solo-App Simplicity (One Layer Deeper)

Platform & Infra

Agent Failure Modes

AGENTS.md Improvement

App Icon Brief

AppKit SwiftUI Boundary

Audit Concurrency & Actor Isolation

Backup Before Changing Data

Context Diet

Daily Report

Design a Recurring Job

Find Memory Leaks & Retain Cycles

Folder Structure Review

Get Me Out of This Git State

Interop With the Least Glue

Local-First Review

MCP & Tools Workflow

MCP Tool Description Fixer

Preference to Eval Assert

Provider & Model Settings

Review Activity Log Design

Review AI Action Placement

Review AI Features for Product Fit

Review Background Agent Activity

Review Local-First Behavior

Review Provider-Specific UI

Review Terminal Integration

Review the Persistence Layer

Step-by-Step Agent Run

SwiftUI State Cleanup

Vault Reference Review

Docs & Continuity

App TODOs & Future Features

Audit the Docs Against the Code

Chesterton's Line

Comment the Why, Not the What

Comments That Earn Their Keep

Do Not Touch Guardrail

Document the Settings

Empty State & Error Polish

Multi-Agent Continuity

Permissions & Privacy Review

Prepare HANDOFF.md

Prune the Stale Docs

Public Share Readiness

Read HANDOFF.md

Reconstruct My Context

Record the Decision, Not the Code

Remove AI Slop

Repo-to-Agent Handoff

Review Documentation After Code Changes

Small Refactor Plan

Stop Building

Update All Docs

Update the Project TODOs

Verify the Cleanup

Write the Architecture Note

Write the Changelog From Real Changes

Snippets

Quick Snippets

Cogito Notes

Add Frontmatter

Clean Up a Messy Paste

Extract Action Items to the Top

Find & Adapt a Prompt

Notes into a Weekly Update

Outline a Long Note

Rewrite Text Clearly

Rough Notes into a Draft Post

Rough Notes into a Task List

Structure Raw Text into Markdown

Tighten & Condense

Agent Prompts

Agent Operating Rules

Balanced 1-Page Briefing

Best Recent Articles on a Topic

Build a Small Local Tool

Citation Graph

Clean Build Artifacts Safely

Daily Folder-Summary Job

Diff Two Spreadsheets

Explain a Codebase

Export BibTeX

Extract Invoice Fields to a Table

Find Broken Wikilinks

Find Duplicate Files by Content

Find Every Use of a Function

Find the Existing Prompt First

Group Recent Files by Topic

Highlights to a Study Note

Map the Vault

Merge Duplicate Zotero Items

Morning Briefing

Organize a Project Folder

PDF to Zotero Item

Privacy-Scan a Folder Before Sharing

Rank Connected vs Dead-End Notes

Reading Pattern Synthesis

Resurface To-Process Notes

Rewrite a Weak Prompt

Run Tests, Show Only Failures

Scan for Committed Secrets

Split a Zotero Collection

Summarize a Long PDF

Sync Zotero Without Paid Storage

Tidy a Folder by Type & Date

Watch a Web Page for Changes

Weekly Shipped Report

Write a Real README

YouTube to 1-Page Summary

Zotero Library Overview

Zotero Metadata Audit

Claude Library

Get oriented in a new repository

Trace how code evolved

Explain how a feature works end to end

Find where something happens

Check what breaks before you change it

Plan before you touch code

Smallest first step

Stress-test my plan

Build a tiny tool

Reproduce, then fix a bug

Fix the root cause of this error

Make it deterministic

Add just enough logging

Add a keyboard shortcut

Menu bar app scaffold

Clean up SwiftUI state

Make it feel native (macOS)

Smooth out a janky view

Review my changes before I commit

Release notes from git

Ready to ship?

Summarize a long note

Suggest links for this note

Turn this into a reusable command

Name this well

Play devil's advocate

Rubber-duck this

Draft a calm launch post

Make this repo understandable

Build, buy, or ignore

Cut it until it hurts

Minimal repro

Works on my machine

Commands & Keyboard

Audit Focus Management

Audit Menu Bar Commands

Convert Visible Actions Into a Command Menu

Create a Shared Command System

Create a Shortcut Map

Design a Native macOS Command Palette

Implement Shortcuts Following macOS Conventions

Make the Interface Keyboard-First

Review Command Naming

Review Command Palette Architecture

Review Keyboard Shortcuts Against macOS HIG

Review Menu Bar and Command Palette Consistency

Review Shortcut Discoverability

macOS Interaction

Implement Undo and Redo Correctly

Replace Custom Controls With Native Controls

Review Batch Actions

Review Context Menus

Review Copy and Paste Workflows

Review Drag and Drop

Review Inline Editing

Review List Row Quality

Review Native macOS Interaction Patterns

Review Native Table Versus Custom List

Review Selection and Multi-Selection

Layout & Windowing

Review Inspector Consistency

Review Inspector Placement

Review Native Split View Behavior

Review Navigation History

Review Popovers, Sheets, and Windows

Review Search Like a Power-User Tool

Review Sidebar Behavior

Review Sidebar Like a Native macOS App

Review Toolbar Structure

Review Window Behavior

Review Window Resizing

Separate Search From Commands

Simplify Top-Level Navigation

Data Safety & State

Check for Hidden Failure States

Review App State Restoration

Review Autosave

Review Destructive Actions

Review Empty States Like a Utility App

Review Empty, Loading, and First-Run States

Review Error Messages and Recovery

Review Error Presentation

Review Export Actions

Review File Watching

Review Import Actions

Review Loading Behavior

Review Persistence and Data Safety

Review Relaunch and Crash Recovery

Review Settings Persistence

Review Status and Progress Feedback

System & Platform

Final Native macOS Quality Review

Reduce Preference Overload

Review Accessibility

Review Accessibility Beyond Labels

Review Against macOS Conventions

Review Deep Links

Review Finder Integration

Review First Launch

Review Notifications

Review Permission Requests

Review Quick Look Support

Review Reduced Motion

Review Services and Share Menu Integration

Review Settings Implementation

Review Settings Like a Native Mac App

Prompt Library: Copy-paste prompts for AI coding agents, by Kika