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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.

Prompts
9
Categories
3
Output types
2

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Output

9 prompts

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
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

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

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
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

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
PlaygroundScanned · no issues

Judge My Decision Like a Reality-Show Panel

Evaluates a decision through three dramatic fictional judges before delivering a practical final verdict. Why it matters: a fun format makes the idea stick.

#decisions#roleplay#reality-show#funny
Output
Text, Structured Data
Input
Text
AIPM@abhisri2090 · Verified