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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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23
Categories
2
Output types
4

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Output

23 prompts

PhotoScanned · no issues
Sample output for Healthcare Professional Headshot — ChatGPT Prompt

Healthcare Professional Headshot — ChatGPT Prompt

Clinician / therapist directory photo: trustworthy light, optional white coat, no fake credentials. Educational only — not medical advice. Why it matters: people judge a photo in a second.

#healthcare-headshot#doctor-headshot#linkedin-headshot#chatgpt
Output
Image
Input
Image, Text
AIPM@aipm · Verified
Updated Sep 21, 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

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 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

Swift Rate Limiting Design — ChatGPT Prompt

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

#api#rate-limit#swift#coding
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
PhotoScanned · no issues
Sample output for Light Yearbook Retouch — ChatGPT Prompt

Light Yearbook Retouch — ChatGPT Prompt

Light school-portrait retouch: blemish cleanup without reshaping faces. Why it matters: people judge a photo in a second.

#yearbook#retouch#portrait#chatgpt
Output
Image
Input
Image, Text
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

Java Rate Limiting Design — ChatGPT Prompt

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

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

Java GraphQL Schema Design — ChatGPT Prompt

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

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

Go GraphQL Schema Design — ChatGPT Prompt

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

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

SQL Docstring and API Docs — ChatGPT Prompt

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

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

Python Docstring and API Docs — ChatGPT Prompt

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

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

Developer-Friendly Error Messages — ChatGPT Prompt

Rewrite error messages for clarity, actionability, and safe disclosure. Why it matters: clear steps stop silent bugs later.

#errors#ux#api#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
CodingScanned · no issues

REST API Design — ChatGPT Prompt

Design a REST API with resources, errors, auth notes, and examples. Why it matters: clear steps stop silent bugs later.

#api#rest#design#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
PhotoScanned · no issues
Sample output for LinkedIn DP · Coach / Therapist Office

LinkedIn DP · Coach / Therapist Office

Place your selfie face into a photorealistic coach/therapist LinkedIn DP: warm office with lamp light and blurred bookshelves. Why it matters: a clear picture beats a confusing one.

#linkedin#headshot#profile-picture#coach
Output
Image
Input
Image, Text
AIPM@aipm · Verified
Updated Sep 20, 2026
CodingScanned · no issues

Generate API Test Cases from a Contract

Converts API documentation into a coverage matrix and runnable tests for successful, invalid, and edge-case requests. Why it matters: clear steps stop silent bugs later.

#coding#api#testing#quality-assurance
Output
Code, Structured Data
Input
Text, Document, Code
AIPM@abhisri2090 · Verified