AI Prompt Library
25 AI prompt templates for coding, code review, strategy, and personal development. Works with Claude Code, ChatGPT, Codex, Cursor, and other LLMs.
Curated from workflows worth sharing. Inspired by Jose Casanova's prompt library.
Coding & Development
Prompts for code review, Git workflows, performance optimization, and development best practices.
Cross-Agent Review Skill Prompt
AI skill prompt to consult a peer agent (Codex or Claude) for a second opinion on design decisions or a diff review before declaring work complete
Relentless Plan Interview Prompt
Get grilled on every design decision in your plan until nothing is left vague
GitHub Release Draft Prompt
AI prompt to create versioned GitHub release drafts with commit analysis, highlights, and auto-generated changelogs
AI Code Slop Reviewer Prompt
AI code review prompt to identify and remove AI-generated slop — excessive comments, unnecessary defensive code, type workarounds, and over-engineering
Dead Code Audit Prompt
AI prompt for comprehensive codebase audits to find all unused files, functions, classes, and variables that can be safely deleted
Verification Suite Prompt
AI prompt to run all code verification checks — linting, typechecking, formatting, and tests — and report results concisely
Branch Catchup Prompt
AI prompt to read all modified files in the current git branch and summarize completed vs in-progress changes
Frontend Aesthetics Prompt
AI design prompt to build distinctive, high-quality frontend interfaces that avoid generic AI-generated aesthetics
Go Static Check and Fix Errors Prompt
AI prompt to run staticcheck on Go projects, automatically detecting and fixing code quality issues and common bugs
Go Code Performance Optimization Prompt
AI prompt to analyze Go codebase performance and generate three targeted optimizations with implementation examples and benchmarks
Comprehensive GitHub PR Review Prompt
AI code review prompt for thorough GitHub pull request analysis covering code quality, security vulnerabilities, and engineering best practices
Concise GitHub PR Review Prompt
Fast AI code review prompt for GitHub PRs focused on performance bottlenecks, security flaws, and correctness issues
Go Vet Analysis and Fix Prompt
AI prompt to run go vet analysis on your codebase, identify all issues, and automatically apply fixes
Implementation Plan Executor Prompt
AI prompt to review and execute implementation plans step-by-step with changelog and README updates
Git Commit with Analysis Prompt
AI prompt to generate meaningful git commits using Conventional Commits format with thorough change analysis
Create GitHub Pull Request Prompt
AI prompt to generate comprehensive GitHub pull requests with summaries, test plans, and Conventional Commits format
Clean Code Principles Prompt
AI coding prompt with clean code principles covering naming conventions, code structure, DRY patterns, and engineering best practices
Strategy & Business
Prompts for growth strategy, market research, brand development, and business consulting.
Elite Brand Strategy Architect Prompt
AI strategy prompt for comprehensive ecommerce brand guidelines including positioning, voice, visual identity, and implementation roadmap
Chrome Extension Market Research Prompt
AI research prompt to find underperforming Chrome extensions with large user bases and analyze market opportunities
Elite Growth Consultant Prompt
AI strategy prompt for deep competitive analysis with growth loops, unit economics, and actionable growth recommendations
Resource Monetization Consultant Prompt
AI consulting prompt to identify underutilized assets and create actionable monetization strategies with implementation plans
Personal Intelligence Briefing Prompt
AI prompt to generate a daily personalized intelligence briefing covering tech, business, finance, and your specific interests
Personal Growth & Thinking
Prompts for mental models, self-reflection, critical thinking, and personal development.
Socratic Prompt Converter
Transform any prompt into a Socratic version that uncovers assumptions, clarifies intent, and produces better results
Mental Model Analysis Framework Prompt
AI thinking prompt to analyze any problem through 5 mental models — first principles, inversion, second-order effects, opportunity cost, and leverage
Personal Insights Collection Prompt
Collection of AI prompts for deep personal analysis, life predictions, blind spot identification, and self-discovery exercises
How to use these prompts
Copy a prompt and paste it into Claude, ChatGPT, Cursor, or whatever AI tool you use. Many include placeholders you can swap out. The coding prompts work best with Claude Code, Cursor, or Codex.