ipIterPrompt

Best AI Prompts for Code Review

Catch bugs, security issues, and design problems before they merge.

Prompts

Senior Code Reviewer

Get a staff-engineer-level review of any diff or file, ranked by severity.

5,830 copiesOpen ↗

Career Profile from Resume Builder

Turn any AI chat into a career profile from resume builder with this community persona prompt.

3,086 copiesOpen ↗

Elite B2B Lead Generation and SEO Audit Specialist

Turn any AI chat into an elite b2b lead generation and seo audit specialist with this community persona prompt.

3,937 copiesOpen ↗

Act as a Resume Reviewer for Anthropic Fellows Program

Turn any AI chat into an act as a resume reviewer for anthropic fellows program with this community persona prompt.

4,893 copiesOpen ↗

Design System Extraction Prompt Kit

Turn any AI chat into a design system extraction prompt kit with this community persona prompt.

2,259 copiesOpen ↗

Python Code Performance & Quality Enhancer

Turn any AI chat into a python code performance & quality enhancer with this community persona prompt.

1,465 copiesOpen ↗

Improve documentation wording and fix GitHub link

Turn any AI chat into an improve documentation wording and fix github link with this community persona prompt.

4,250 copiesOpen ↗

Data Architect & Business Strategist (CSV Audit & Pipeline)

Turn any AI chat into a data architect & business strategist (csv audit & pipeline) with this community persona prompt.

3,905 copiesOpen ↗

Vulnerability Auditor Agent Role

Turn any AI chat into a vulnerability auditor agent role with this community persona prompt.

4,251 copiesOpen ↗

The Quant Edge Engine

Turn any AI chat into the quant edge engine with this community persona prompt.

4,988 copiesOpen ↗

AI Performance & Deep Testing Engineer

Turn any AI chat into an ai performance & deep testing engineer with this community persona prompt.

4,440 copiesOpen ↗

Prompt Generator

Turn any AI chat into a prompt generator with this community persona prompt.

2,197 copiesOpen ↗

Integrity & Compliance Officer Audit Protocol

Turn any AI chat into an integrity & compliance officer audit protocol with this community persona prompt.

4,522 copiesOpen ↗

Senior Full-Stack Developer for Airline Simulation Center

Turn any AI chat into a senior full-stack developer for airline simulation center with this community persona prompt.

226 copiesOpen ↗

Accessibility Expert

Turn any AI chat into an accessibility expert with this community persona prompt.

1,352 copiesOpen ↗

UiPath XAML Code Review Specialist

Turn any AI chat into an uipath xaml code review specialist with this community persona prompt.

3,256 copiesOpen ↗

The Ultimate TypeScript Code Review

Turn any AI chat into the ultimate typescript code review with this community persona prompt.

1,743 copiesOpen ↗

Vibe Coding with Commands and Skills

Turn any AI chat into a vibe coding with commands and skills with this community persona prompt.

3,145 copiesOpen ↗

SaaS Security Audit - OWASP Top 10 & Multi-Tenant Isolation Review

Turn any AI chat into a saas security audit - owasp top 10 & multi-tenant isolation review with this community persona prompt.

4,794 copiesOpen ↗

$500/Hour AI Consultant Prompt

Turn any AI chat into a $500/hour ai consultant prompt with this community persona prompt.

4,819 copiesOpen ↗

Code Review Professional

Turn any AI chat into a code review professional with this community persona prompt.

2,867 copiesOpen ↗

Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt

Turn any AI chat into a comprehensive python codebase review - forensic-level analysis prompt with this community persona prompt.

3,447 copiesOpen ↗

Web App Security Code Review (OWASP) - Public Test

Turn any AI chat into a web app security code review (owasp) - public test with this community persona prompt.

4,725 copiesOpen ↗

Act as a Resume Reviewer

Turn any AI chat into an act as a resume reviewer with this community persona prompt.

4,486 copiesOpen ↗

AI voice assistant

Turn any AI chat into an ai voice assistant with this community persona prompt.

1,955 copiesOpen ↗

Security-Focused Review — TypeScript & React

Review code specifically for security vulnerabilities. Purpose-built for typescript & react contexts.

3,058 copiesOpen ↗

Universal Context Document (UCD) Generator

Turn any AI chat into an universal context document (ucd) generator with this community persona prompt.

4,901 copiesOpen ↗

Legal Contract Reviewer

A community prompt for legal contract reviewer, imported from LLM-Prompt-Library (MIT).

2,235 copiesOpen ↗

Python Security Vulnerability Auditor (OWASP-Mapped & Production-Hardened)

Turn any AI chat into a python security vulnerability auditor (owasp-mapped & production-hardened) with this community persona prompt.

4,991 copiesOpen ↗

Query Debugging — Supply Chain

Find why a query returns wrong numbers. Purpose-built for supply chain contexts.

3,866 copiesOpen ↗

Entropy peer reviews

Turn any AI chat into an entropy peer reviews with this community persona prompt.

3,479 copiesOpen ↗

Keyboard & Focus Spec — E-commerce Store

Specify complete keyboard interaction for a component/flow. Purpose-built for e-commerce store contexts.

3,310 copiesOpen ↗

Code Review Specialist 3

Turn any AI chat into a code review specialist 3 with this community persona prompt.

4,837 copiesOpen ↗

SQL Code Review — SaaS Metrics

Review an analyst's query for correctness and maintainability. Purpose-built for saas metrics contexts.

3,457 copiesOpen ↗

Developer Work Analysis from Git Diff and Commit Message

Turn any AI chat into a developer work analysis from git diff and commit message with this community persona prompt.

1,330 copiesOpen ↗

Screen Reader Experience Design — E-commerce Store

Design what the flow sounds like, not just looks like. Purpose-built for e-commerce store contexts.

4,151 copiesOpen ↗

PHP Microscope: Forensic Codebase Autopsy Protocol

Turn any AI chat into a php microscope: forensic codebase autopsy protocol with this community persona prompt.

2,656 copiesOpen ↗

Query Debugging — Sales Ops

Find why a query returns wrong numbers. Purpose-built for sales ops contexts.

2,758 copiesOpen ↗

Alt Text & Media Guidelines — E-commerce Store

Write alt text and the guidelines for a content team. Purpose-built for e-commerce store contexts.

4,149 copiesOpen ↗

SQL Code Review — Product Analytics

Review an analyst's query for correctness and maintainability. Purpose-built for product analytics contexts.

1,513 copiesOpen ↗

Color & Contrast Review — E-commerce Store

Fix contrast and color-dependence issues systematically. Purpose-built for e-commerce store contexts.

4,148 copiesOpen ↗

Journal Reviewer

Turn any AI chat into a journal reviewer with this community persona prompt.

4,450 copiesOpen ↗

Metric Definition SQL — Sales Ops

Define a business metric in SQL precisely enough to be the single source of truth. Purpose-built for sales ops contexts.

3,597 copiesOpen ↗

shadcn Component Adapter for Cursor

Turn any AI chat into a shadcn component adapter for cursor with this community persona prompt.

3,583 copiesOpen ↗

Comprehensive Repository Audit & Remediation Prompt

Turn any AI chat into a comprehensive repository audit & remediation prompt with this community persona prompt.

2,663 copiesOpen ↗

Act as a Senior Research Paper Evaluator

Turn any AI chat into an act as a senior research paper evaluator with this community persona prompt.

5,246 copiesOpen ↗

Visual QA & Cross-Browser Audit

Turn any AI chat into a visual qa & cross-browser audit with this community persona prompt.

4,514 copiesOpen ↗

Metric Definition SQL — Healthcare

Define a business metric in SQL precisely enough to be the single source of truth. Purpose-built for healthcare contexts.

3,163 copiesOpen ↗

Keyboard & Focus Spec — Marketing Site

Specify complete keyboard interaction for a component/flow. Purpose-built for marketing site contexts.

2,866 copiesOpen ↗

Query Debugging — Marketing Analytics

Find why a query returns wrong numbers. Purpose-built for marketing analytics contexts.

2,318 copiesOpen ↗

Cohort & Retention SQL — Supply Chain

Build cohort retention analysis in SQL. Purpose-built for supply chain contexts.

3,450 copiesOpen ↗

Incremental Refactoring Planner

Plan a refactor as safe, shippable steps — each one leaving the code working.

2,890 copiesOpen ↗

Team Accessibility Playbook — AI & Chat Interface

Give a product team accessible-by-default working practices. Purpose-built for ai & chat interface contexts.

2,633 copiesOpen ↗

Data Quality Check Suite — SaaS Metrics

Write the checks that catch bad data before stakeholders do. Purpose-built for saas metrics contexts.

1,360 copiesOpen ↗

Query Debugging — Gaming Analytics

Find why a query returns wrong numbers. Purpose-built for gaming analytics contexts.

1,360 copiesOpen ↗

SQL Code Review — Healthcare

Review an analyst's query for correctness and maintainability. Purpose-built for healthcare contexts.

3,158 copiesOpen ↗

Fact-Checking Evaluation Assistant

Turn any AI chat into a fact-checking evaluation assistant with this community persona prompt.

1,592 copiesOpen ↗

Security-Focused Review — Python Backend

Review code specifically for security vulnerabilities. Purpose-built for python backend contexts.

4,028 copiesOpen ↗

SEO Auditor Agent Role

Turn any AI chat into a seo auditor agent role with this community persona prompt.

454 copiesOpen ↗

Comprehensive Code Review Expert

Turn any AI chat into a comprehensive code review expert with this community persona prompt.

1,039 copiesOpen ↗

Resume Quality Reviewer – Green Flag Edition

Turn any AI chat into a resume quality reviewer – green flag edition with this community persona prompt.

4,796 copiesOpen ↗

Refactoring Plan — TypeScript & React

Plan a refactor of tangled code in safe, reviewable steps. Purpose-built for typescript & react contexts.

1,907 copiesOpen ↗

Diff Security Auditor Agent Role

Turn any AI chat into a diff security auditor agent role with this community persona prompt.

953 copiesOpen ↗

Business Question → SQL — Marketing Analytics

Translate a business question into correct SQL. Purpose-built for marketing analytics contexts.

4,025 copiesOpen ↗

Code Review Specialist 2

Turn any AI chat into a code review specialist 2 with this community persona prompt.

2,418 copiesOpen ↗

Alt Text & Media Guidelines — Data Visualization

Write alt text and the guidelines for a content team. Purpose-built for data visualization contexts.

3,851 copiesOpen ↗

API & Interface Review — TypeScript & React

Review an interface for the contract it locks in. Purpose-built for typescript & react contexts.

4,287 copiesOpen ↗

YouTube Channel Audit Expert

Turn any AI chat into a youtube channel audit expert with this community persona prompt.

2,451 copiesOpen ↗

Query Optimization — Sales Ops

Make a slow query fast without changing its answer. Purpose-built for sales ops contexts.

3,707 copiesOpen ↗

Update Agent Permissions

Turn any AI chat into an update agent permissions with this community persona prompt.

3,199 copiesOpen ↗

SQL Code Review — E-commerce

Review an analyst's query for correctness and maintainability. Purpose-built for e-commerce contexts.

4,115 copiesOpen ↗

Query Optimization — People Analytics

Make a slow query fast without changing its answer. Purpose-built for people analytics contexts.

1,236 copiesOpen ↗

Data Quality Check Suite — Support Ops

Write the checks that catch bad data before stakeholders do. Purpose-built for support ops contexts.

4,262 copiesOpen ↗

SQL Code Review — Support Ops

Review an analyst's query for correctness and maintainability. Purpose-built for support ops contexts.

3,585 copiesOpen ↗

Code Reviewer Agent Role

Turn any AI chat into a code reviewer agent role with this community persona prompt.

4,621 copiesOpen ↗

Design System Consistency Auditor

Turn any AI chat into a design system consistency auditor with this community persona prompt.

3,387 copiesOpen ↗

Screen Reader Experience Design — SaaS Dashboard

Design what the flow sounds like, not just looks like. Purpose-built for saas dashboard contexts.

3,556 copiesOpen ↗

🛡 Financial Compliance Auditor

Turn any AI chat into a 🛡 financial compliance auditor with this community persona prompt.

1,273 copiesOpen ↗

White-Box Web Application Security Audit & Penetration Testing Prompt for AI Code Editors (Cursor, Windsurf, Antigravity)

Turn any AI chat into a white-box web application security audit & penetration testing prompt for ai code editors (cursor, windsurf, antigravity) with this community persona prompt.

3,160 copiesOpen ↗

Maintenance Prompt for Design System

Turn any AI chat into a maintenance prompt for design system with this community persona prompt.

3,140 copiesOpen ↗

Legal Risk Minimization Tool for Freelancers

Turn any AI chat into a legal risk minimization tool for freelancers with this community persona prompt.

2,015 copiesOpen ↗

Accessibility Testing Superpower

Turn any AI chat into an accessibility testing superpower with this community persona prompt.

5,099 copiesOpen ↗

Team Accessibility Playbook — Marketing Site

Give a product team accessible-by-default working practices. Purpose-built for marketing site contexts.

3,584 copiesOpen ↗

shop

Turn any AI chat into a shop with this community persona prompt.

207 copiesOpen ↗

Accessible Form Design — Marketing Site

Make a form work for assistive tech and cognitive load. Purpose-built for marketing site contexts.

2,334 copiesOpen ↗

Keyboard & Focus Spec — Checkout & Payments

Specify complete keyboard interaction for a component/flow. Purpose-built for checkout & payments contexts.

3,025 copiesOpen ↗

Keyboard & Focus Spec — Mobile App

Specify complete keyboard interaction for a component/flow. Purpose-built for mobile app contexts.

2,622 copiesOpen ↗

Data Quality Check Suite — People Analytics

Write the checks that catch bad data before stakeholders do. Purpose-built for people analytics contexts.

1,090 copiesOpen ↗

Query Debugging — E-commerce

Find why a query returns wrong numbers. Purpose-built for e-commerce contexts.

2,307 copiesOpen ↗

Resume Customization Prompt – STRATEGIC INTEGRITY

Turn any AI chat into a resume customization prompt – strategic integrity with this community persona prompt.

4,896 copiesOpen ↗

Keyboard & Focus Spec — AI & Chat Interface

Specify complete keyboard interaction for a component/flow. Purpose-built for ai & chat interface contexts.

1,775 copiesOpen ↗

Skills

PR Description Writer

Reviewable pull request descriptions generated from the actual diff.

2,650 copiesOpen ↗

Code Review Preshipment Agent

Comprehensive pre-ship review of all changes since the last deploy or a specified commit. Walks correctness, atomicity and race conditions, error handling, data-store hygiene, secu

1,619 copiesOpen ↗
4.8

Visual Design Foundations

Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building style guides, or improv

4,339 copiesOpen ↗
4.6

Stride Analysis Patterns

Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.

4,901 copiesOpen ↗
4.8

Receiving Code Review

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verificati

1,242 copiesOpen ↗

SEO Content Auditor Agent

Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTI

1,187 copiesOpen ↗
4.8

Pci Compliance

Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implement

663 copiesOpen ↗

Policy Enforcer Agent

Cedar policy author and reviewer for Claude Code tool calls. Writes, audits, and explains Cedar policies that govern Bash, Edit, Write, WebFetch, and other tools. Use when you need

4,676 copiesOpen ↗
4.6

K8s Security Policies

Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing netwo

5,043 copiesOpen ↗

Review Agent

PR Reviewer agent. Reviews implemented code using a 3-tier taxonomy (🔴 Critical / 🟡 Should Fix / 💡 Consider). Auto-resolves minor issues, pauses on critical ones. Applies securi

3,267 copiesOpen ↗

Accessibility Expert Agent

Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11

2,724 copiesOpen ↗

Full Stack Orchestration Security Auditor Agent

Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat modeling, secure authentication

2,687 copiesOpen ↗

Blockchain Developer Agent

Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations. Use PR

3,482 copiesOpen ↗
4.4

Multi Reviewer Patterns

Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing mul

4,604 copiesOpen ↗

.NET Architect Agent

Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. Masters async/await, dependency injection, caching st

2,984 copiesOpen ↗
4.6

Secrets Management

Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, o

1,496 copiesOpen ↗

Firmware Analyst Agent

Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. Masters firmware extraction, analysis, and vulnerability research for rout

2,869 copiesOpen ↗

Pptx Deck Creation Builder Agent

Use when creating, repairing, or auditing a production-ready editable PowerPoint (PPTX) deck from a brief, source material, or reference deck.

4,245 copiesOpen ↗

Data Validation Suite Backend Security Coder Agent

Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code

3,986 copiesOpen ↗
4.6

Dependency Upgrade

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies,

2,423 copiesOpen ↗

Pre-Commit Security Check

A last-line security sweep your agent runs before every commit.

3,110 copiesOpen ↗
4.6

Team Composition Patterns

Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, wh

3,535 copiesOpen ↗
4.4

Pptx Slide Specification

Use when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.

863 copiesOpen ↗
4.4

Signed Audit Trails Recipe

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the pattern before committin

4,758 copiesOpen ↗
4.8

Wcag Audit Patterns

Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, o

2,461 copiesOpen ↗

Frontend Security Coder Agent

Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns. Use PROACTIVELY for frontend security implementat

3,896 copiesOpen ↗

More use cases

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