AI Prompt Library

A meta prompt for designing robust system prompts for LLMs.

A prompt that acts as a senior engineer reviewing pull requests.

Evaluate UI designs against Nielsen's 10 usability heuristics.

Transform raw data into compelling narratives for any audience.

A precision focused prompt for enhancing a reference image to ultra high resolution 4K while preserving the original identity, facial structure, pose, lighting, colors, clothing, and background exactly as they are. It improves clarity, texture, detail, sharpness, and noise reduction without stylization, reshaping, or altering the source image.

A concise prompt for improving image quality, removing blur, and enhancing detail while preserving the original composition.

A detailed prompt for generating professional character reference sheets from a reference image, preserving exact facial features, style, and outfit across multiple angles and poses.

A prompt for creating detailed product infographics with multiple images, specifications, feature highlights, and design notes laid out in a clean, professional product sheet format.

A prompt that instructs the AI to act as a creative designer specialized in generating high demand stock images for platforms like Adobe Stock, focusing on trending themes and styles.

A prompt for generating detailed pixel art scene descriptions with specific character actions, environmental storytelling, and technical pixel art specifications.

A prompt for creating a realistic, poorly taken amateur photograph of a physical smartphone showing a WhatsApp chat conversation, complete with natural imperfections like blur, grain, and glare.

A prompt for creating high resolution graphic artwork in a bold street art/punk poster style featuring dynamic skull collages, halftone textures, and gritty screen printed aesthetics.

A prompt for creating stylized travel poster graphic collages featuring a tourist exploring a specific country, blending realistic character detail with layered paper textures and editorial typography.

A detailed JSON structured prompt for generating a natural, candid lifestyle portrait of a young female subject in an outdoor urban rooftop setting, with complete camera, lighting, and wardrobe specifications.

A prompt that instructs an AI to act as a TypeScript repository indexer, analyzing codebases and generating structured documentation to accelerate developer onboarding.

A comprehensive prompt for conducting expert code reviews across any language or framework, covering correctness, performance, security, testing, and documentation.

A prompt for performing deep technical analysis of a Git repository to build a comprehensive knowledge base for developer onboarding, covering architecture, data flows, testing, and deployment.

An expert level prompt engineering framework for creating knowledge anchored, production grade prompts. Uses domain research, academic principles, and structured templates to generate highly reliable prompts with cited sources.

A prompt for analyzing TypeScript codebases with deep type system scrutiny, covering strictness, generic constraints, branded types, utility types, and inference optimization.

A prompt for analyzing the risk level of code changes (PRs, commits, or patches) by evaluating blast radius, test coverage, dependency changes, and backward compatibility.

A directions of effect analysis framework for evaluating strategies and plans, finding loopholes, and iterating until achieving 100% confidence in the approach.

A multi mode functional analysis framework that switches between seven analytical perspectives (Business, Technical, QA, PM, DevOps, Security, UX) to thoroughly evaluate software requirements and designs.

A prompt for implementing grid based match 3 puzzle game logic with chain reactions, cascading matches, scoring, and special piece generation.

A prompt for building a 2D vector based space combat game system with realistic physics, collision detection, and weapon mechanics.

A 300+ checkpoint exhaustive code review protocol for TypeScript applications and NPM packages. Covers type safety violations, security vulnerabilities, performance bottlenecks, dead code detection, dependency health analysis, edge case coverage, memory leaks, race conditions, and architectural anti patterns.

A structured workflow for refactoring existing components to match shadcn/ui visual design, structure, and behavior while preserving business logic, props, and data fetching patterns.

A senior software engineer debugging framework that requires explaining the full system flow before attempting any fix, focusing on minimal, precise changes without over engineering.

A specialized debugging framework for Flutter map based applications, requiring clear system explanation before fixing, with expertise in ArcGIS like SDKs and GIS layer rendering.

A senior QA specialist quality instruction set that prioritizes robust, simple, and maintainable solutions while avoiding unnecessary complexity and overengineering.

A confidence based plan validation prompt that iteratively finds loopholes and suggests fixes until 100% confidence is achieved.

A meta prompt for discovering workflow optimizations and efficiency improvements when working with AI coding agents like Codex.

A senior software engineer implementation guide for new features, ensuring consistent styling, best practices, error handling, test coverage, and proper documentation updates.

A skill for generating comprehensive Product Requirements Documents (PRDs) and technical documentation with structured sections for product overview, requirements, user stories, and technical specifications.

A prompt for creating stunning UI/UX designs with trending motion and 3D effects using Framer, modern color palettes, and effective SEO techniques.

A comprehensive prompt for a Senior React Frontend Engineer specializing in React 19, Next.js 15 App Router, TypeScript, Redux Toolkit, RTK Query, and Feature Sliced Design (FSD), producing production ready code.

A prompt for creating comprehensive Storybook stories for React components, covering all variants, states, edge cases, and interactions with proper TypeScript typing.

A prompt for a top tier Web Product Architect that designs reusable enterprise website template systems, not just single pages, with unified structure, replaceable branding, and extensible functionality.

A senior frontend engineer and product focused UI/UX reviewer prompt for performing high level architecture and design critiques of Next.js applications without writing code.

Strict architecture rules for Astro v6 projects following the "HTML first / zero JavaScript by default" principle, with islands architecture and progressive hydration.

A comprehensive UI component architect prompt for designing reusable component libraries with atomic design, Storybook documentation, and WCAG accessibility compliance.

A senior SEO expert prompt for content strategy, keyword research, technical SEO, on page optimization, and off page authority building with measurable KPIs.

A senior SEO auditor prompt for comprehensive technical and on page SEO audits, producing prioritized remediation roadmaps with measurable impact assessments.

A senior frontend developer prompt for building responsive, accessible, and performant web interfaces using React, Vue, Angular, and modern CSS with comprehensive quality checklists.

A senior accessibility auditor prompt for WCAG 2.1/2.2 compliance audits, screen reader compatibility, keyboard navigation verification, and ARIA correctness with remediation guidance.

A senior product manager and solution architect prompt that transforms vague requirements into implementation ready plans through gap analysis, architecture drafts, and milestone planning.

A skill for analyzing social media posts from Threads or Twitter/X URLs, extracting key information, verifying facts, and generating content ready material.

A full development lifecycle skill for a Jira ticket that fetches requirements, designs with OpenSpec, implements changes, validates, and opens a Bitbucket PR.

A senior principal engineer readiness audit that systematically analyzes a feature's implementation quality, dependencies, edge cases, and cross cutting concerns, producing a scored assessment.

A skill for creating an agent that analyzes data lineage and linkage across database scripts and stored procedures to understand change impact.

A step by step critical thinking debugging skill designed to fix problems directly and ensure they are resolved without causing additional issues.

A skill for protecting AI chat and completion endpoints from abuse by detecting prompt injection, blocking PII leakage, and enforcing token budget rate limits using Arcjet.

A world class prompt engineering framework for creating compact, production ready system prompts by analyzing existing AI features and iteratively refining through multiple review cycles.

A project memory management skill that maintains a PROGRESS.md file as the core working memory for agentic coding workflows, focusing on context compaction and state tracking.

A skill that enables an AI agent to interact with a Trello account to list boards, view lists, and create cards automatically via standalone Node.js scripts.