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AI prompt templates · 10 prompts · 3-line framework

The GCC Prompt
Cheat Sheet

Ten fill-in-the-blank templates for clearer AI prompts using Goal, Context, and Constraint.

GGoalWhat you want the AI to do
CContextWhat the AI cannot guess
CConstraintThe rules for the answer
Works with: ChatGPT, Claude + Gemini10 copyable templatesBeginner friendly

How GCC works

Before you hit send on any AI prompt, give it these three things.

G

Goal

Say what you actually want the AI to build, solve or write.

C

Context

Add the situation, audience and background information it cannot guess.

C

Constraint

Set the length, format, tone and anything the answer must avoid.

These templates work in ChatGPT, Claude and Gemini. Results can vary by model and chat context, so check the output before using it.

Try the first template

Replace anything in square brackets with your own details, then copy the complete prompt.

01

WORK · CLIENT COMMUNICATION

Gentle invoice follow-up

Follow up on an overdue invoice without sounding aggressive.

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Goal: Draft a polite but firm follow-up email regarding an overdue invoice.
Context: The client is 10 days past their invoice due date. We have a great working relationship and I want to keep it warm, but I need payment this week.
Constraint: Keep it under 4 sentences. Use a conversational and professional tone, with no aggressive or legalistic jargon.

Work and client communication

Three more templates for protecting your time and communicating clearly.

02

WORK · CLIENT COMMUNICATION

Scope creep boundary setting

Protect your time while keeping the client relationship warm.

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Goal: Write a polite email declining an out-of-scope client request while offering a paid add-on.
Context: The client asked for 3 extra deliverables that were not part of our agreed contract. I want to protect my time without sounding defensive.
Constraint: Maximum 5 sentences. Keep it friendly and constructive. Clearly separate what is included from the extra estimate.
03

WORK · CLIENT COMMUNICATION

Client project proposal

Turn an enquiry into a clear scope, timeline and investment.

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Goal: Draft a concise project scope proposal for a new client inquiry.
Context: The client is a [insert business type, such as a local cafe or boutique clinic]. They need [insert service, such as a social media audit or rebrand]. Their budget is strictly [insert amount, such as RM5,000] and the timeline is [insert timeframe, such as 3 weeks].
Constraint: Use bullet points only. Keep it under 250 words. Break it into Deliverables, Timeline, and Investment.
04

WORK · PRODUCTIVITY

Turn a messy brain dump into action items

Convert unfiltered notes into decisions and clear next steps.

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Goal: Organise raw meeting notes into clear decisions and next steps.
Context: Here is my unfiltered brain dump from today’s client call: [paste messy notes].
Constraint: Output only 2 sections: “Decisions Made” in bullet points and “Action Items” as a table with Task, Owner, and Deadline. Do not rewrite the conversation.

Daily productivity and writing

05

WRITING

De-robot my draft

Remove stiff AI language and make a draft sound natural.

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Goal: Rewrite my draft to sound like a natural human, not an AI.
Context: I wrote this draft for [insert platform, such as an Instagram caption or LinkedIn post]: [paste draft]. My audience values practical, conversational advice.
Constraint: Cut corporate jargon such as leverage, delve, elevate, and game-changer. Keep short sentences, contractions, and a natural rhythm. Maximum [insert word count, such as 120 words].
06

PRODUCTIVITY

Summarise a long document

Find the key points and hidden catches before making a decision.

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Goal: Extract the key takeaways from this document so I can make a decision in 2 minutes.
Context: Here is the text: [paste article, report, or terms]. I am evaluating whether to [insert decision, such as sign up or buy this tool].
Constraint: Limit the answer to the top 5 bullet points. Highlight any hidden catches, pricing caveats, or eligibility requirements in bold.
07

PLANNING

Interview me to build a strategy

Make the AI ask useful questions before it builds the plan.

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Goal: Act as an experienced strategist and help me build a plan for [insert topic, such as a Q4 content launch].
Context: I know my core goal, but I need help structuring the execution steps.
Constraint: Do not generate a full plan yet. Ask me 3 targeted questions first to understand my resources and timeline.

Personal and life planning

08

TRAVEL

Family travel itinerary

Plan around real people, energy levels and travel time.

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Goal: Build a realistic [insert number]-day travel itinerary for [insert city, such as Tokyo or Bangkok].
Context: We are travelling with [insert group, such as a toddler and elderly parents]. We prefer [insert tastes, such as quiet cafes and parks] and want to avoid heavy walking, stairs, or crowded tourist traps.
Constraint: Include no more than 2 distinct activities per day. Include realistic transit times between stops. Use a table with Day, Morning, Afternoon, and Evening Notes.
09

MEAL PLANNING

Budget-friendly meal prep plan

Build practical dinners and a grocery list around a fixed budget.

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Goal: Create a 5-day dinner meal plan with a matching grocery list.
Context: I am cooking for [insert number, such as 2 adults] in [insert location, such as Malaysia]. The total budget is [insert budget, such as RM150]. We prefer [insert cuisine or dietary preferences, such as Asian home cooking, high protein, and low sugar].
Constraint: Keep preparation under 30 minutes per meal. Group the grocery list by supermarket section: Produce, Protein, and Pantry.
10

LEARNING

Explain a complex topic in plain English

Understand a technical idea without getting buried in jargon.

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Goal: Explain [insert complex concept, such as API keys or how LLM tokens work] to a beginner.
Context: The reader is a non-technical creator with no coding background.
Constraint: Use one relatable everyday analogy. Do not use technical jargon. Keep it under 150 words.

The master blank GCC card

Copy and paste this empty template whenever you open a fresh chat:

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Goal: [What do you want built, solved, or answered?]
Context: [Who is this for? What background information can the AI not guess?]
Constraint: [Word count, format, tone, what to avoid, or strict boundaries]

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