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Prompt library

Prompts that work, with the reasoning behind each so you can adapt them.
StarterAny assistantMembers

Adaptive Quiz Coach

One question at a time keeps you engaged.

learning

ProAny assistantMembers

Add a Self-Check Step to an Agent

A separate review pass catches errors the first pass missed.

agents

BuilderAny assistantMembers

Agent Task Planner

It separates judgment from fixed steps, which keeps agents cheap and predictable.

agents

StarterAny assistantMembers

Blog Post Outline Builder

Defining the reader's question keeps the outline focused on usefulness.

writing

BuilderAny assistantMembers

Build a Regular Expression with Test Cases

Positive and negative examples force precision.

coding

StarterMistralMembers

Careful Translation with Notes

Specifying audience and setting guides register, such as formal versus casual.

writing

BuilderPerplexityMembers

Cited Answer from a Search Assistant

Specific scope focuses the search and the source preferences push it toward better pages.

research

StarterAny assistantMembers

Clarify First, Answer Second

It prevents long answers built on wrong guesses.

productivity

BuilderClaudeMembers

Claude Project Instructions Starter

Project instructions work best when they explain how to treat uploaded material, including what to do when the answer is missing.

productivity

StarterAny assistantMembers

Compare Options with a Decision Matrix

Ranked criteria reflect your priorities instead of generic ones.

analysis

BuilderGrokMembers

Cross-Check a Trending Claim with Grok

Separating confirmed from unconfirmed fits fast-moving stories where early posts are often wrong.

research

StarterAny assistantMembers

Customer Complaint Reply Drafter

Giving the policy keeps promises realistic.

business

BuilderAny assistantMembers

Debug an Error Step by Step

It supplies the same facts a human helper would ask for.

coding

BuilderChatGPTMembers

Draft Instructions for a Custom GPT

The sections mirror what makes custom assistants reliable.

agents

StarterAny assistantMembers

Explain a Concept at My Level

Analogy plus example gives two ways in.

learning

StarterGeminiMembers

Explain a Document or Image with Gemini

The description step is a quick check that the file was read properly.

analysis

StarterAny assistantMembers

Explain This Code to Me

A summary first gives you the big picture before the details.

coding

BuilderAny assistantMembers

Extract Fields to JSON

Naming allowed values and the null rule removes the usual ambiguities.

coding

BuilderAny assistantMembers

Fact-Check Checklist for My Draft

It uses the model to find what to check, not to certify truth, which respects its weaknesses.

research

BuilderAny assistantMembers

Find the Weak Points in My Argument

Assigning the role of a skeptic overrides the model's tendency to agree.

analysis

BuilderAny assistantMembers

First-Pass Data Analysis from a Table

It starts with understanding and cleaning, which is where most analysis problems begin.

analysis

BuilderAny assistantMembers

Generate Unit Tests for a Function

Naming the categories of cases pushes beyond happy-path tests.

coding

BuilderAny assistantMembers

Match My Writing Voice

Real samples teach style better than adjectives like "casual".

writing

StarterAny assistantMembers

Meeting Notes to Action Items

The table structure is directly usable.

productivity

StarterAny assistantMembers

Mock Job Interview Coach

Interactive turns feel like a real interview.

business

BuilderAny assistantMembers

Negotiation Preparation Partner

Interests and a walk-away point move preparation from positions to trades.

business

StarterAny assistantMembers

Personalized Study Plan

Time, level and goal shape a plan that fits your life.

learning

StarterAny assistantMembers

Plain-English Reading of Policy Text

The structured breakdown focuses on obligations and risks instead of a vague summary.

learning

StarterAny assistantMembers

Plain-Language Email Rewriter

It names the audience, the goal and the tone, so the edit serves a purpose instead of just swapping words.

writing

BuilderAny assistantMembers

Pre-Merge Code Review

A defined checklist and table make the review consistent and scannable.

coding

StarterAny assistantMembers

Prioritize My Week

Real constraints, such as hours and energy, make the plan realistic.

productivity

StarterAny assistantMembers

Product Description Writer

Limiting the model to supplied facts prevents invented specifications.

business

StarterAny assistantMembers

Prompt Improver

It turns the assistant into a prompt coach and teaches you in the process.

productivity

StarterAny assistantMembers

Redaction Checklist Before Sharing a Document

It uses the assistant as a second pair of eyes without spreading values around.

productivity

BuilderClaudeMembers

Refactor for Readability Without Changing Behavior

The behavior-preservation constraint prevents hidden rewrites.

coding

StarterMicrosoft CopilotMembers

Spreadsheet Formula Helper

Describing the column layout lets the answer use real references.

productivity

BuilderAny assistantMembers

Stress-Test a Business Idea

Focusing on assumptions and cheap tests turns a vague plan into experiments.

business

BuilderAny assistantMembers

Structured Research Brief

The structure demands disagreement and open questions, not just a tidy summary.

research

StarterAny assistantMembers

Summarize a Long Document for a Busy Reader

A bottom line plus limited points forces prioritization.

productivity

BuilderAny assistantMembers

System Prompt Generator

Clarifying questions surface missing requirements before drafting.

agents

BuilderLlamaMembers

Test a Local Open Model Fairly

Five small tasks that you can judge yourself reveal summary quality, format discipline, coding, explanation and reasoning.

learning

BuilderClaudeMembers

Tough but Fair Editor Feedback

A fixed order of feedback stops a vague "looks good".

writing

BuilderDeepSeekMembers

Work Through a Problem and Verify It

A second method catches slips that a single pass can hide.

analysis

StarterAny assistantMembers

Write and Explain a SQL Query

The schema removes guesswork about column names.

coding

ProAny assistantMembers

Write Clear Tool Descriptions for an Agent

Models choose tools mostly from their descriptions, so clear "when to use and when not to" text improves decisions.

agents

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