ipIterPrompt

Best AI Prompts for Agents & Automation

Skills and configs that make coding agents reliable on real work.

Prompts

Claude Code Statusline Design

Turn any AI chat into a claude code statusline design with this community persona prompt.

4,945 copiesOpen β†—

Senior System Architect Agent

Turn any AI chat into a senior system architect agent with this community persona prompt.

4,389 copiesOpen β†—

Rapid Prototyper Agent Role

Turn any AI chat into a rapid prototyper agent role with this community persona prompt.

3,949 copiesOpen β†—

Specialized Assistant for shanjunmei/dig Compile-Time DI Library

Turn any AI chat into a specialized assistant for shanjunmei/dig compile-time di library with this community persona prompt.

2,749 copiesOpen β†—

Git Workflow Expert Agent Role

Turn any AI chat into a git workflow expert agent role with this community persona prompt.

4,263 copiesOpen β†—

Task Creator

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

5,135 copiesOpen β†—

Grok Research Agent

Turn any AI chat into a grok research agent with this community persona prompt.

1,866 copiesOpen β†—

OS2.0 SAFe Delivery Context (Master)

Turn any AI chat into an os2.0 safe delivery context (master) with this community persona prompt.

2,064 copiesOpen β†—

Weather Dashboard

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

2,416 copiesOpen β†—

Backend Architect

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

3,851 copiesOpen β†—

SaaS Landing Page Builder

Turn any AI chat into a saas landing page builder with this community persona prompt.

3,805 copiesOpen β†—

Enterprise Talent Development Management System Design

Turn any AI chat into an enterprise talent development management system design with this community persona prompt.

1,028 copiesOpen β†—

Candlestick Reversal Pattern Detector in Pine Script

Turn any AI chat into a candlestick reversal pattern detector in pine script with this community persona prompt.

3,068 copiesOpen β†—

claude-md-master

Turn any AI chat into a claude-md-master with this community persona prompt.

4,426 copiesOpen β†—

Automate Repository Management with OpenCode CLI

Turn any AI chat into an automate repository management with opencode cli with this community persona prompt.

4,056 copiesOpen β†—

CLI silently install software on windows

Turn any AI chat into a cli silently install software on windows with this community persona prompt.

3,738 copiesOpen β†—

Small Business Loan Broker Agent

Turn any AI chat into a small business loan broker agent with this community persona prompt.

3,430 copiesOpen β†—

Household Maintenance & Safety Assistant

Turn any AI chat into a household maintenance & safety assistant with this community persona prompt.

5,018 copiesOpen β†—

Vulnerability Auditor Agent Role

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

4,251 copiesOpen β†—

Deep Immersion Study Plan (7 Days)

Turn any AI chat into a deep immersion study plan (7 days) with this community persona prompt.

667 copiesOpen β†—

AI Process Feasibility Interview

Turn any AI chat into an ai process feasibility interview with this community persona prompt.

2,503 copiesOpen β†—

UI Architect Agent Role

Turn any AI chat into an ui architect agent role with this community persona prompt.

3,958 copiesOpen β†—

Frontend Developer Agent Role

Turn any AI chat into a frontend developer agent role with this community persona prompt.

5,339 copiesOpen β†—

API Tester Agent Role

Turn any AI chat into an api tester agent role with this community persona prompt.

4,822 copiesOpen β†—

test

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

1,685 copiesOpen β†—

Tool Evaluator Agent Role

Turn any AI chat into a tool evaluator agent role with this community persona prompt.

4,680 copiesOpen β†—

SEO Optimization Agent Role

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

2,885 copiesOpen β†—

Realismo CinematogrΓ‘fico 8K | Agente Celestial Designs

Turn any AI chat into a realismo cinematogrΓ‘fico 8k | agente celestial designs with this community persona prompt.

5,315 copiesOpen β†—

API Design Expert Agent Role

Turn any AI chat into an api design expert agent role with this community persona prompt.

5,336 copiesOpen β†—

Structural Fusion: The Thriller-Parable

Turn any AI chat into a structural fusion: the thriller-parable with this community persona prompt.

4,392 copiesOpen β†—

AI-First Design Handoff Generator (Dev-Ready Spec)

Turn any AI chat into an ai-first design handoff generator (dev-ready spec) with this community persona prompt.

3,476 copiesOpen β†—

Website Design Recreation Workflow

Turn any AI chat into a website design recreation workflow with this community persona prompt.

3,118 copiesOpen β†—

Recipe Recommender

A community prompt for recipe recommender, imported from ChatGPT-System-Prompts (MIT).

2,145 copiesOpen β†—

DevOps Automator Agent Role

Turn any AI chat into a devops automator agent role with this community persona prompt.

5,340 copiesOpen β†—

Bug Risk Analyst Agent Role

Turn any AI chat into a bug risk analyst agent role with this community persona prompt.

2,545 copiesOpen β†—

Go Industrial Autonomous Business Module Coding Spec (shanjunmei/dig Compile-Time DI)

Turn any AI chat into a go industrial autonomous business module coding spec (shanjunmei/dig compile-time di) with this community persona prompt.

3,639 copiesOpen β†—

Project Evaluation for Production Decision

Turn any AI chat into a project evaluation for production decision with this community persona prompt.

2,546 copiesOpen β†—

TypeScript Type Expert Agent Role

Turn any AI chat into a typescript type expert agent role with this community persona prompt.

4,325 copiesOpen β†—

Product Infographic

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

4,939 copiesOpen β†—

Ultrathinker

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

3,822 copiesOpen β†—

SciSim Pro - Simulator for science (ASCII/Textual Art spatial diagrams support)

Turn any AI chat into a scisim pro - simulator for science (ascii/textual art spatial diagrams support) with this community persona prompt.

5,013 copiesOpen β†—

DevOps Automator

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

2,145 copiesOpen β†—

Create an Unofficial Instagram API

Turn any AI chat into a create an unofficial instagram api with this community persona prompt.

4,642 copiesOpen β†—

KP Prompting

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

2,983 copiesOpen β†—

App Store Submission Agent

Turn any AI chat into an app store submission agent with this community persona prompt.

2,289 copiesOpen β†—

Scientific Paper Drafting Assistant

Turn any AI chat into a scientific paper drafting assistant with this community persona prompt.

968 copiesOpen β†—

Selar ideas for automation

Turn any AI chat into a selar ideas for automation with this community persona prompt.

4,819 copiesOpen β†—

Packer Automation & Imaging Expert

Turn any AI chat into a packer automation & imaging expert with this community persona prompt.

3,199 copiesOpen β†—

Lead Data Analyst with Data Engineering Expertise

Turn any AI chat into a lead data analyst with data engineering expertise with this community persona prompt.

2,781 copiesOpen β†—

Core Systems Architect: Upgrading the TITAN OMEGA Edge Dashboard

Turn any AI chat into a core systems architect: upgrading the titan omega edge dashboard with this community persona prompt.

987 copiesOpen β†—

AI Productivity Artifact Generator

Turn any AI chat into an ai productivity artifact generator with this community persona prompt.

3,953 copiesOpen β†—

Skills

Test-First Bugfix

Force your agent to reproduce every bug with a failing test before fixing it.

3,980 copiesOpen β†—
4.7

Conventional Commit Writer

A SKILL.md that makes your agent write clean conventional commits, every time.

3,420 copiesOpen β†—

Brand Voice Writer

Teach your agent your brand voice once β€” get consistent copy forever.

2,380 copiesOpen β†—

PR Description Writer

Reviewable pull request descriptions generated from the actual diff.

2,650 copiesOpen β†—
4.6

SEO Page Builder

Every page your agent ships comes out technically SEO-complete.

2,170 copiesOpen β†—

Implement Agent

Developer agent. Implements the architect plan step-by-step, guided by AGENTS.md guardrails. Writes tests, leaves no TODOs, and flags plan deviations rather than silently skipping

5,328 copiesOpen β†—
4.9

MCP Builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers

4,187 copiesOpen β†—
4.9

Data Quality Frameworks

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing d

4,107 copiesOpen β†—
4.9

Writing Skills

Use when creating new skills, editing existing skills, or verifying skills work before deployment

3,946 copiesOpen β†—

Frontend Mobile Development Frontend Developer Agent

Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture. Optimizes performance

5,316 copiesOpen β†—

Orchestrate Agent

Product Orchestrator agent. Reads the active story file, asks clarifying product questions one at a time, confirms task type (FRONTEND/BACKEND), and produces a complete unambiguous

1,685 copiesOpen β†—
4.8

Social Publishing

>

4,958 copiesOpen β†—
4.9

Paypal Integration

Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions,

3,567 copiesOpen β†—
4.7

Preference Optimization

Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosing between preference-optimizat

4,808 copiesOpen β†—

Threat Modeling Expert Agent

Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use PROACTIVEL

3,412 copiesOpen β†—
4.7

Pptx Deck Context

Use when preparing the narrative, sources, and design context for a new editable PPTX deck.

2,913 copiesOpen β†—
4.7

Dataset Curation

Prepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training format, applying chat templates, configuring s

4,907 copiesOpen β†—

Julia Pro Agent

Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. Expert in the Julia ecosystem including package management, sc

4,490 copiesOpen β†—
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 β†—

Flutter Expert Agent

Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment. Handles state management, animations, testing, and performance optimization for mobile, web

4,110 copiesOpen β†—
4.8

ML Pipeline Workflow

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices,

1,395 copiesOpen β†—

Data Scientist Agent

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTI

4,000 copiesOpen β†—

UI Designer Agent

Expert UI designer specializing in component creation, layout systems, and visual design implementation. Masters modern design patterns, responsive layouts, and design-to-code work

3,509 copiesOpen β†—

Database Admin Agent

Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP/OCI database services, Infrastructure as Code,

4,824 copiesOpen β†—
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 β†—

Architect Agent

Architect agent. Reads orchestrator-output.md, AGENTS.md, and project-doc.md to produce a numbered step-by-step implementation plan. Pauses for human approval before implementation

2,318 copiesOpen β†—

Malware Analyst Agent

Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis, and malware family ide

3,537 copiesOpen β†—
4.6

Vision Sft

Fine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a visual domain or task, configuring frozen-vision-tower LoRA, or de

4,021 copiesOpen β†—
4.6

Postgresql Table Design

Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

3,305 copiesOpen β†—

C4 Container Agent

Expert C4 Container-level documentation specialist. Synthesizes Component-level documentation into Container-level architecture, mapping components to deployment units, documenting

4,066 copiesOpen β†—
4.9

.NET Backend Patterns

Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dap

3,745 copiesOpen β†—
4.7

Executing Plans

Use when you have a written implementation plan to execute in a separate session with review checkpoints

4,892 copiesOpen β†—
4.9

Hermes Tweet

>

2,029 copiesOpen β†—

Csharp Pro Agent

Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive

1,010 copiesOpen β†—

AI Engineer Agent

Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.

2,853 copiesOpen β†—
4.9

Brand Guidelines

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guideline

448 copiesOpen β†—
4.9

Verification Before Completion

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any succ

1,989 copiesOpen β†—

QA Agent

QA Agent. Tests all acceptance criteria and edge cases from orchestrator-output.md. Generates a structured qa-report.md with pass/fail per criterion and bug triage. Loops back to i

2,545 copiesOpen β†—

Rust Pro Agent

Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. Expert in the latest Rust ecosystem including Tokio, axum, an

5,119 copiesOpen β†—
4.8

Skill Creator

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run e

2,921 copiesOpen β†—

Reference Builder Agent

Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials. Use PROACTIVELY

2,962 copiesOpen β†—

Ruby Pro Agent

Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks. Use PROACTIVELY

893 copiesOpen β†—
4.7

Async Python Patterns

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applicatio

3,266 copiesOpen β†—

Incident Response Debugger Agent

Performs deep root cause analysis through code path tracing, git bisect automation, dependency analysis, and systematic hypothesis testing for production bugs.

4,093 copiesOpen β†—

Eval Orchestrator Agent

Orchestrates plugin quality evaluation. Use PROACTIVELY when evaluating, scoring, or certifying plugin quality.

3,156 copiesOpen β†—

Haskell Pro Agent

Expert Haskell engineer specializing in advanced type systems, pure functional design, and high-reliability software. Use PROACTIVELY for type-level programming, concurrency, and a

1,183 copiesOpen β†—
4.5

Shellcheck Configuration

Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.

4,766 copiesOpen β†—
4.7

Scan

Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectural changes, or runnin

1,246 copiesOpen β†—
4.8

Security Requirement Extraction

Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building securit

2,399 copiesOpen β†—
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 β†—

C Pro Agent

Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY

3,586 copiesOpen β†—
4.8

Mtls Configuration

Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service commu

4,676 copiesOpen β†—
4.6

Session Guard

>-

5,165 copiesOpen β†—
4.7

Using Superpowers

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

2,709 copiesOpen β†—

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 β†—
4.6

Langchain Architecture

Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating co

2,284 copiesOpen β†—
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 β†—

Unity Developer Agent

Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment. Handles gamep

1,639 copiesOpen β†—
4.7

SAST Configuration

Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps

4,811 copiesOpen β†—

Java Pro Agent

Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-nat

1,845 copiesOpen β†—

C4 Component Agent

Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relati

1,498 copiesOpen β†—

Dependency Management Legacy Modernizer Agent

Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility. Use PROACTIVELY

4,730 copiesOpen β†—

Payment Integration Agent

Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subsc

4,816 copiesOpen β†—
4.5

Backtesting Frameworks

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, v

3,386 copiesOpen β†—

Review Agent

PR Reviewer agent. Reviews implemented code using a 3-tier taxonomy (πŸ”΄ Critical / 🟑 Should Fix / πŸ’‘ Consider). Auto-resolves minor issues, pauses on critical ones. Applies securi

3,267 copiesOpen β†—

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 β†—

CLAUDE.md Templates

CLAUDE.md for Next.js Apps

A battle-tested CLAUDE.md template for Next.js App Router projects.

4,210 copiesOpen β†—

CLAUDE.md for Python APIs

FastAPI/Django-ready CLAUDE.md with typing, testing, and migration guardrails.

3,080 copiesOpen β†—

CLAUDE.md for MVPs & Prototypes

Speed-first agent rules for pre-product-market-fit code.

2,560 copiesOpen β†—

More use cases

Know a better one?

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