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ChatGPT Prompts

Community-tested prompts and workflows that perform best on ChatGPT. Copy them instantly, save your favorites, and fork them into your own workflow.

Top prompts for ChatGPT

RAG system prompt that refuses to hallucinate and cites sources

A retrieval-augmented system prompt that answers only from context and returns inline citations or 'I don't know'.

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Direct expert — answers with zero fluff

Turn any assistant into a decisive, no-padding expert. Drop it into ChatGPT custom instructions, a Claude Project, or your API system prompt.

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Senior engineer for AI coding tools

Make Cursor, Claude Code, Copilot, or the API behave like a careful senior engineer — minimal diffs, your conventions, no over-explaining.

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Ruthless editor that keeps your voice

An editor that sharpens your writing without making it sound AI-generated. Works as ChatGPT custom instructions or a Claude system prompt.

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Socratic tutor that makes ideas stick

Turns any assistant into a tutor that actually teaches — questions, hints, and understanding checks instead of answer dumps.

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Strict structured-output engine (clean JSON every time)

For developers: forces schema-exact, parseable output every call — for apps, agents, and data pipelines built on the API.

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Landing page hero headlines that convert cold traffic into clicks

Generate 10 hero headlines matched to buyer awareness stages using PAS, 4U, and 'So What?' frameworks — with A/B test picks ranked by expected lift.

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SaaS pricing page copy that uses anchoring psychology to drive upgrades

Write three-tier pricing copy engineered with the decoy effect, anchoring bias, and loss aversion — including plan names that don't make buyers feel cheap and FAQs that kill the 5 objections that actually prevent SaaS purchases.

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Product descriptions that sell to skimmers AND readers

Turn specs into high-converting product copy using the 4P framework (Promise, Picture, Push, Proof), sensory language for physical products, and search-intent-matched SEO — structured for both skimmers and deep readers.

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B2B cold call openers that survive the first 7 seconds

Permission-based cold call openers built on fight-or-flight psychology — with pacing guidance, the Acknowledge-Pivot-Ask framework for objections, and delivery notes a rep can rehearse.

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Diagnose and fix a slow SQL query using EXPLAIN ANALYZE like a DBA

Paste a slow query and get a root-cause diagnosis, targeted index/rewrite fixes, and a before/after query plan — with specific pattern detection for N+1s, implicit casts, and composite index gaps.

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Pandas data-cleaning pipeline for a messy CSV

Produce a reproducible Pandas cleaning pipeline: types, missing values, dedupe, outliers.

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Editor’s pickAutomation & AgentsSeed

Bulletproof tool-calling JSON schema for AI agents

Design strict, self-validating tool schemas with confidence calibration, discriminated unions, and chain-ready contracts — so your agent calls tools reliably instead of hallucinating arguments.

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Editor’s pickAutomation & AgentsSeed

Orchestrate a multi-agent team to ship one task

Turn a goal into a coordinated planner→worker→critic agent workflow with clear handoffs and a stop condition.

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Editor’s pickBusiness & StartupsSeed

Investor-ready pitch deck outline from one sentence

Expand a one-line startup idea into a 10-slide narrative arc with stage-specific VC objection prep, a precise ask slide, and the proof each claim must show.

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Editor’s pickMarketing & AdvertisingSeed

Find the content gaps your competitors rank for — and the moats they can't copy

Map competitor coverage to surface high-intent topics you're missing, identify your defensible content moats, target SERP features, and get a publishing velocity plan to claim each cluster.

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Editor’s pickMarketing & AdvertisingSeed

Design a programmatic SEO page template that's actually useful

Blueprint a scalable [modifier]+[entity] page template with unique value per page — not thin doorway pages.

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Editor’s pickGaming & TTRPGsSeed

Balanced D&D 5e encounter for your party

Build a tuned 5e combat encounter with XP math, action economy analysis, terrain that rewards creativity, theatrical set-piece moments, and scaling dials — designed to create stories, not just drain HP.

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Editor’s pickJournaling & Self-ReflectionSeed

Turn ChatGPT into your morning journaling guide

A prompt that makes any AI lead you through a focused 5-minute morning reflection — one question at a time — and ends with a clear intention for the day.

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Get a 30-day journaling plan that escalates from awareness to breakthrough

Not a list of random prompts — a structured 4-week arc that moves from surface awareness through pattern recognition, confrontation, and integration, using Morning Pages, Stoic review, and Bullet Journal frameworks.

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A gratitude practice that rewires how you see your day (evidence-based)

Uses the 'Three Good Things' method from positive psychology — but adds sensory detail and the WHY behind each gratitude, plus a negativity-to-gratitude reframe that turns your worst moment into unexpected appreciation.

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Editor’s pickJournaling & Self-ReflectionSeed

Turn ChatGPT into a gentle shadow work guide

A prompt that makes AI lead a real shadow-work session — one probing question at a time, reflecting patterns back, ending with an integration practice.

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Editor’s pickJournaling & Self-ReflectionSeed

Prompt: an AI that talks you down from anxiety

A CBT-style prompt that walks you out of the spiral one step at a time and ends with a concrete next action and a grounding line.

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Silence your inner critic using Kristin Neff's 3-part self-compassion framework

Grounded in the three scientifically validated components of self-compassion — self-kindness, common humanity, and mindfulness — this prompt replaces vague 'be kinder to yourself' advice with the 'best friend reframe' and a compassionate letter technique.

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Workflows that use ChatGPT

Coding & Development

Data Science & AI Models

Game Development

Marketing & Advertising

Audio & Music

Business & Startups

Writing & Publishing

Automation & Agents

Gaming & TTRPGs

Finance & Legal

Sports Betting & Fantasy

Design & UX

Productivity & Operations

Health & Wellness

Human Resources

ChatGPT & AI Prompts

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