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Prompt directory

Gemini, Claude, and ChatGPT prompts that already work.

A prompt library for work, code, research, photos, and more. Every prompt shows what you need to provide, what it produces, and which AI models it was tested with.

Need reusable instructions with versions and install commands? Browse Claude Code skills, Cursor skills, or the full agent skills registry—and see how an AI package manager differs from copy-paste.

Browse by model: Gemini prompts, Claude prompts, and Nano Banana photo prompts. Or start with a use case: LinkedIn headshot prompts or product photography prompts.

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Output

87 prompts · showing 40

CodingScanned · no issues

Agent Report Card (Pass/Fail Tests)

Builds simple pass/fail tests for an AI agent and scores a run. Why it matters: if you can't test it, you can't trust it.

#eval#agents#testing#prompt
Output
Text
Input
Text
AIPM@aipm · Verified
Updated Sep 20, 2026
CodingScanned · no issues

Turn My Workflow Into a Cursor Skill

Turns how you work into a Cursor skill file others can reuse. Why it matters: good workflows die if they stay in your head.

#cursor#skill#agents#prompt
Output
Text
Input
Text
AIPM@aipm · Verified
Updated Sep 20, 2026
CodingScanned · no issues

Incident Commander Kit

Helps run an outage: status note, customer note, and postmortem outline. Why it matters: panic without a checklist makes outages worse.

#incident#oncall#postmortem#prompt
Output
Text
Input
Text
AIPM@aipm · Verified
Updated Sep 20, 2026
CodingScanned · no issues

Code Review Prompt That Checks If It Actually Works

Reviews code for real bugs and broken cases first — kindness is optional. Why it matters: pretty code that fails still fails.

#code-review#debugging#claude#codex
Output
Text
Input
Text
AIPM@aipm · Verified
Updated Sep 20, 2026
CodingScanned · no issues

4 Agents to Spec, Build, Break, and Fix a Feature

Four agents take turns: write the spec, build it, try to break it, then fix it. Why it matters: fewer half-done features.

#multi-agent#software#testing#cursor
Output
Text
Input
Text
AIPM@aipm · Verified
Updated Sep 20, 2026
CodingScanned · no issues

SQL Rate Limiting Design — ChatGPT Prompt

Design rate limits and client backoff in SQL with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#api#rate-limit#sql#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Python Rate Limiting Design — ChatGPT Prompt

Design rate limits and client backoff in Python with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#api#rate-limit#python#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Go Rate Limiting Design — ChatGPT Prompt

Design rate limits and client backoff in Go with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#api#rate-limit#go#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

PHP Observability Checklist — ChatGPT Prompt

Metrics, logs, traces checklist for a service in PHP with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#observability#sre#php#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Kotlin Observability Checklist — ChatGPT Prompt

Metrics, logs, traces checklist for a service in Kotlin with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#observability#sre#kotlin#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

C# Observability Checklist — ChatGPT Prompt

Metrics, logs, traces checklist for a service in C# with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#observability#sre#c#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Bash Observability Checklist — ChatGPT Prompt

Metrics, logs, traces checklist for a service in Bash with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#observability#sre#bash#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Python Load Test Plan — ChatGPT Prompt

Plan k6/Locust load tests with SLOs in Python with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#load-test#performance#python#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Java Load Test Plan — ChatGPT Prompt

Plan k6/Locust load tests with SLOs in Java with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#load-test#performance#java#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Go Load Test Plan — ChatGPT Prompt

Plan k6/Locust load tests with SLOs in Go with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#load-test#performance#go#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

TypeScript Event Consumer Design — ChatGPT Prompt

Design idempotent event consumers in TypeScript with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#events#kafka#typescript#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

PHP Event Consumer Design — ChatGPT Prompt

Design idempotent event consumers in PHP with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#events#kafka#php#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Bash Event Consumer Design — ChatGPT Prompt

Design idempotent event consumers in Bash with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#events#kafka#bash#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Swift GraphQL Schema Design — ChatGPT Prompt

Design GraphQL schema with auth boundaries in Swift with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#graphql#api#swift#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

SQL GraphQL Schema Design — ChatGPT Prompt

Design GraphQL schema with auth boundaries in SQL with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#graphql#api#sql#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Ruby GraphQL Schema Design — ChatGPT Prompt

Design GraphQL schema with auth boundaries in Ruby with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#graphql#api#ruby#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Python GraphQL Schema Design — ChatGPT Prompt

Design GraphQL schema with auth boundaries in Python with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#graphql#api#python#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Swift Feature Flag Rollout Plan — ChatGPT Prompt

Plan feature-flag rollout and kill switch in Swift with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#feature-flags#release#swift#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

SQL Feature Flag Rollout Plan — ChatGPT Prompt

Plan feature-flag rollout and kill switch in SQL with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#feature-flags#release#sql#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Ruby Feature Flag Rollout Plan — ChatGPT Prompt

Plan feature-flag rollout and kill switch in Ruby with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#feature-flags#release#ruby#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Java Feature Flag Rollout Plan — ChatGPT Prompt

Plan feature-flag rollout and kill switch in Java with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#feature-flags#release#java#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Swift Docstring and API Docs — ChatGPT Prompt

Generate accurate docstrings and usage examples in Swift with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#docs#api#swift#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Ruby Docstring and API Docs — ChatGPT Prompt

Generate accurate docstrings and usage examples in Ruby with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#docs#api#ruby#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Java Docstring and API Docs — ChatGPT Prompt

Generate accurate docstrings and usage examples in Java with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#docs#api#java#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Go Docstring and API Docs — ChatGPT Prompt

Generate accurate docstrings and usage examples in Go with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#docs#api#go#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Rust Changelog from Commits — ChatGPT Prompt

Turn commit messages into a user-facing changelog in Rust with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#changelog#release#rust#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

PHP Changelog from Commits — ChatGPT Prompt

Turn commit messages into a user-facing changelog in PHP with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#changelog#release#php#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Kotlin Changelog from Commits — ChatGPT Prompt

Turn commit messages into a user-facing changelog in Kotlin with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#changelog#release#kotlin#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

C# Changelog from Commits — ChatGPT Prompt

Turn commit messages into a user-facing changelog in C# with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#changelog#release#c#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

TypeScript RBAC Permission Matrix — ChatGPT Prompt

Build RBAC matrix from roles and resources in TypeScript with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#auth#rbac#typescript#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Rust RBAC Permission Matrix — ChatGPT Prompt

Build RBAC matrix from roles and resources in Rust with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#auth#rbac#rust#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Bash RBAC Permission Matrix — ChatGPT Prompt

Build RBAC matrix from roles and resources in Bash with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#auth#rbac#bash#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

TypeScript Architecture Decision Record — ChatGPT

Writes an ADR for a tech decision in TypeScript with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#architecture#adr#typescript#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Rust Architecture Decision Record — ChatGPT Prompt

Writes an ADR for a tech decision in Rust with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#architecture#adr#rust#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Kotlin Architecture Decision Record — ChatGPT Prompt

Writes an ADR for a tech decision in Kotlin with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

#architecture#adr#kotlin#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026