AIPM
Theme

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.

Prompts
37
Categories
3
Output types
2

Browse by series

Prompt series

Explore

Browse all prompts

Category
Output

37 prompts

WorkScanned · no issues

Ship Log Every Weekday

Weekday log of what moved, what's stuck, and what to ask next. Why it matters: teams forget progress unless it's written down.

#scheduler#standup#engineering#prompt
Output
Text
Input
Text
AIPM@aipm · Verified
Updated Sep 20, 2026
ProductivityScanned · no issues

Shrink This Prompt Without Losing the Rules

Shortens a long prompt but keeps the important rules. Why it matters: shorter prompts are easier to reuse and cheaper to run.

#prompt-engineering#compression#meta#prompt
Output
Text
Input
Text
AIPM@aipm · Verified
Updated Sep 20, 2026
PhotoScanned · no issues
Sample output for Tech Founder Headshot — ChatGPT Prompt

Tech Founder Headshot — ChatGPT Prompt

Startup / engineering founder look: blazer over knit, modern gray, still keeps your real face. Why it matters: people judge a photo in a second.

#founder-headshot#tech-headshot#linkedin-headshot#chatgpt
Output
Image
Input
Image, Text
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Chain-of-Density Summarizer Builder — ChatGPT Prompt

Build a chain-of-density summarization prompt for long docs. Why it matters: a small system beats a messy pile.

#summarization#meta#prompt-engineering#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Variable Extractor for Prompts — ChatGPT Prompt

Extract variables from a freeform prompt. Why it matters: a small system beats a messy pile.

#variables#prompt-engineering#meta#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Tool JSON Schema Writer — ChatGPT Prompt

Writes tool schemas for function calling. Why it matters: a small system beats a messy pile.

#tools#schema#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Sampling Settings Guide — ChatGPT Prompt

Guide temperature/top-p choices for a task. Why it matters: a small system beats a messy pile.

#sampling#llm#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Style Transfer Prompt Builder — ChatGPT Prompt

Build a writing style-transfer prompt from samples. Why it matters: a small system beats a messy pile.

#style#writing#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Skill Router Prompt — ChatGPT Prompt

Route tasks to the right skill/prompt. Why it matters: a small system beats a messy pile.

#router#agents#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

SEO Title from Prompt Spec — ChatGPT Prompt

Generate SEO titles/slugs from a prompt spec. Why it matters: a small system beats a messy pile.

#seo#titles#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Rubric-Then-Rewrite Loop — ChatGPT Prompt

Build a rubric then rewrite until it passes. Why it matters: a small system beats a messy pile.

#eval#rewrite#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Retrieval Query Rewriter — ChatGPT Prompt

Rewrite user questions into retrieval queries. Why it matters: a small system beats a messy pile.

#rag#retrieval#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Prompt Regression Suite — ChatGPT Prompt

Design regression tests for prompt changes. Why it matters: a small system beats a messy pile.

#eval#regression#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Prompt Library Taxonomer — ChatGPT Prompt

Taxonomize a prompt library for SEO hubs. Why it matters: a small system beats a messy pile.

#taxonomy#library#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Prompt Diff Explainer — ChatGPT Prompt

Explain diffs between two prompt versions. Why it matters: a small system beats a messy pile.

#diff#prompt-engineering#meta#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Prompt Compression Pass — ChatGPT Prompt

Compress a verbose prompt without losing constraints. Why it matters: a small system beats a messy pile.

#compression#prompt-engineering#meta#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Persona Boundary Spec — ChatGPT Prompt

Specify persona boundaries and refusals. Why it matters: a small system beats a messy pile.

#persona#safety#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

JSON Output Schema Designer — ChatGPT Prompt

Design a strict JSON output schema and validation rules for a prompt. Why it matters: a small system beats a messy pile.

#json#schema#prompt-engineering#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Output Critic Prompt — ChatGPT Prompt

Makes a critic that scores outputs vs criteria. Why it matters: a small system beats a messy pile.

#critic#eval#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Multimodal Prompt Brief — ChatGPT Prompt

Brief a multimodal prompt with input roles. Why it matters: a small system beats a messy pile.

#multimodal#brief#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Multi-Agent Debate Setup — ChatGPT Prompt

Set up a structured multi-agent debate. Why it matters: one brain misses things, and roles catch more.

#agents#debate#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Locale Adapter for Prompts — ChatGPT Prompt

Adapt a prompt for a locale without losing meaning. Why it matters: a small system beats a messy pile.

#i18n#locale#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Guardrail Policy Draft — ChatGPT Prompt

Draft content guardrails for an assistant. Why it matters: a small system beats a messy pile.

#safety#guardrails#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Few-Shot Example Builder — ChatGPT Prompt

Makes diverse few-shot examples for a classification or writing task. Why it matters: a small system beats a messy pile.

#few-shot#prompt-engineering#chatgpt#prompt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Prompt Eval Rubric — ChatGPT Prompt

Makes an evaluation rubric and test cases for a prompt. Why it matters: a small system beats a messy pile.

#eval#prompt-engineering#qa#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
WorkScanned · no issues

Design QA Checklist — ChatGPT Prompt

Makes a design QA checklist before engineering handoff. Why it matters: a ready draft saves you from a blank page.

#qa#handoff#design#chatgpt
Output
Text
Input
Text, Document, Image
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · flagged

System Prompt: Staff Engineer Reviewer

Sets ChatGPT up as a staff engineer reviewer who stays clear and careful. Why it matters: a small system beats a messy pile.

#role#staff-engineer#persona#chatgpt
Output
Text
Input
Text
AIPM@aipm · Verified
Updated Sep 20, 2026
ProductivityScanned · no issues

Synthetic Eval Dataset Builder — ChatGPT Prompt

Build a synthetic eval set for a prompt. Why it matters: a small system beats a messy pile.

#eval#dataset#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

CoT vs Direct Prompt Chooser — ChatGPT Prompt

Choose when to use chain-of-thought. Why it matters: a small system beats a messy pile.

#cot#prompt-engineering#meta#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Cost-Aware Prompt Rewriter — ChatGPT Prompt

Rewrite prompts to reduce tokens safely. Why it matters: a small system beats a messy pile.

#cost#tokens#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Citation Enforcer Prompt — ChatGPT Prompt

Force grounded answers with citation slots. Why it matters: a small system beats a messy pile.

#citations#rag#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Ambiguity Detector — ChatGPT Prompt

Detect ambiguous user asks before answering. Why it matters: a small system beats a messy pile.

#clarification#ux#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

AIPM Prompt Packager — ChatGPT Prompt

Package a raw prompt into AIPM PromptInput fields. Why it matters: a small system beats a messy pile.

#aipm#packaging#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Adversarial Prompt Tester — ChatGPT Prompt

Stress-test a prompt with adversarial inputs. Why it matters: a small system beats a messy pile.

#eval#red-team#meta#prompt-engineering
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

Prompt Improver — ChatGPT Prompt

Critique and rewrite a weak prompt into a stronger, testable version. Why it matters: a small system beats a messy pile.

#prompt-engineering#improver#meta#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 21, 2026
ProductivityScanned · no issues

ChatGPT Prompt Generator for Any Task

Interview the user then generate a high-quality task prompt with variables. Why it matters: clear stories beat memorized buzzwords.

#meta-prompt#generator#prompt-engineering#chatgpt
Output
Text
Input
Text, Document
AIPM@aipm · Verified
Updated Sep 20, 2026
PhotoScanned · no issues
Sample output for LinkedIn DP · Developer at Desk

LinkedIn DP · Developer at Desk

Place your selfie face into a photorealistic developer-at-desk LinkedIn DP: dual monitors with unreadable code glow in a casual office. Why it matters: a clear picture beats a confusing one.

#linkedin#headshot#profile-picture#developer
Output
Image
Input
Image, Text
AIPM@aipm · Verified