I’ve tested over 50 prompts with real professionals in Hong Kong — people working in finance, retail, L&D, and marketing — and the pattern is always the same. The prompts that actually get used are the ones that solve a problem you face today, not someday. Not “summarize this article.” Real problems: a client meeting in two hours, a difficult email to a C-suite executive, a report due Friday that you haven’t started.

These five prompts come directly from my AI bootcamp, which I run at HKU SPACE Admiralty Centre. They follow my CPR Framework: Context (who you are, what situation you’re in), Purpose (what outcome you’re after), and Request (the specific thing you’re asking AI to do). That structure is why these prompts work when vague ones don’t.

Copy any of these today. Adjust the bracketed fields. Get results.

1. The Meeting Prep Prompt

Most Hong Kong professionals I work with spend one to two hours preparing for an important client or stakeholder meeting. They pull up old emails, skim notes, try to anticipate what questions will come up. This prompt does most of that in under three minutes.

The trick is giving AI enough context that it can actually model the other side of the room — not just help you with your talking points, but anticipate theirs.

Context: I am a [your role] at [your company/industry] in Hong Kong. I have a meeting on [date] with [who you're meeting -- their role, company, seniority level]. We have previously discussed [briefly describe prior conversations or relationship history]. The main topic of this meeting is [topic].

Purpose: I want to walk into this meeting well-prepared, with a clear agenda and a realistic sense of what challenges or objections I might face.

Request: Please generate:
1. A structured agenda for a 45-minute meeting
2. Three to five likely objections or concerns the other party might raise, with suggested responses for each
3. The top three talking points I should lead with to establish credibility and move things forward

Keep the tone professional. Assume the other party is senior, experienced, and time-conscious.

Swap in your actual details and you’ll have a prep document worth reading before you walk in.

2. The Stakeholder Email Prompt

This is the most-used prompt in my bootcamp. People describe it as the one that saves them thirty minutes every single day.

The challenge with stakeholder emails in Hong Kong is that tone matters enormously — too casual and you look careless, too formal and you come across as cold. The right level depends on who you’re writing to, what you need from them, and whether this is an internal message or a client-facing one. This prompt handles all of that.

Context: I am a [your role] writing to [recipient's role and relationship to you -- e.g., "my CFO," "a client I've worked with for two years," "a new vendor contact"]. The message is [internal / external / client-facing]. Here are my key points in bullet form:

- [Point 1]
- [Point 2]
- [Point 3]

Purpose: I want this email to [desired outcome -- e.g., "get sign-off on the Q2 budget," "update the client on a delay without damaging the relationship," "set up a follow-up call"].

Request: Write a professional email in a tone appropriate for this relationship. It should be concise (no more than 200 words), clear on the ask or next step, and not use unnecessary filler phrases. Include a subject line.

If you write in English to international stakeholders but think in Cantonese, this prompt is especially useful. It translates your logic into exactly the register your audience expects.

3. The First-Draft Killer

The blank page is the enemy of every professional who has to produce written work on top of their actual job. Reports, proposals, presentation scripts, executive summaries — the hardest part is always getting started.

This prompt breaks the blank page every time. The key is that you’re not asking AI to write for you from nothing. You’re giving it a skeleton and asking it to flesh it out, which produces something far more usable than a generic output.

Context: I am a [your role] at a [industry] company in Hong Kong. I need to write a [document type -- e.g., "quarterly business review," "vendor proposal," "internal training report"]. My target audience is [who will read it -- e.g., "the board of directors," "a potential enterprise client," "department heads across the business"]. The desired length is approximately [word count or number of slides].

Purpose: I need a first draft I can edit and build on, not a finished product. I want the structure to feel logical and the tone to feel [formal / conversational / authoritative / accessible].

Request: Here is my outline:
[Paste your bullet-point outline here]

Please expand this into a full first draft. Use clear headings, write in complete paragraphs, and flag anywhere you think the argument needs more evidence or a specific data point. Do not pad with filler content.

Senior managers in my bootcamp use this one for board papers. The output is not perfect, but it is eighty percent there — and eighty percent there is everything.

4. The Thinking Partner Prompt

This one is the favourite among the senior managers and directors I teach. It is not about writing. It is about thinking.

When you have a plan or a proposal you believe in, the worst thing you can do is only talk to people who agree with you. This prompt asks AI to do the opposite: push back, find the holes, and steelman the opposing view. It has saved multiple people in my bootcamp from walking into a boardroom with a plan that had a fatal flaw they had not spotted.

Context: I am a [your role] at a company in Hong Kong. I am proposing the following plan or idea:

[Describe your plan in two to four sentences -- include the goal, the approach, and the key assumptions you are making]

Purpose: I want to stress-test this idea before I present it or act on it. I am not looking for validation. I want honest, rigorous challenge.

Request: Please do the following:
1. Identify the three most significant weaknesses or risks in this plan
2. Steelman the opposing view -- argue as strongly as possible against moving forward
3. List the assumptions I am making that, if wrong, would cause this plan to fail
4. Suggest one or two ways I could strengthen the proposal to address these concerns

Be direct. Do not soften the feedback.

Use this before any important pitch, proposal, or decision. It is uncomfortable and extremely useful.

5. The Tone Calibrator

Many Hong Kong professionals write very well — but in a style that does not quite land with their intended audience. Too formal for a Western client expecting a conversational partner. Too casual for a traditional mainland counterpart. Or simply not quite sounding like them.

This prompt does two things: it trains AI on your voice, and it adapts that voice for a specific audience. The result sounds like you, just calibrated.

Context: I am a [your role]. Here is a sample of my writing that represents how I naturally communicate:

[Paste 100 to 200 words of something you've written -- an email, a message, a section of a report]

I am now writing a [document type] for [describe your audience -- e.g., "a C-suite audience at a multinational firm," "a retail client in the luxury segment," "new graduate hires joining our team"].

Purpose: I want the final piece to sound like me -- not like a template -- while being appropriately pitched for this specific audience.

Request: Please rewrite the following content in my voice, adjusted for this audience. Flag any places where you made a significant tone shift and briefly explain why.

[Paste the content you want rewritten]

This is especially powerful for bilingual professionals in Hong Kong who are strong communicators in Cantonese but want their English writing to carry the same weight and authority.

Where These Prompts Come From

All five of these are prompts I have refined through my AI corporate training bootcamp in Hong Kong, running with professionals across finance, retail, marketing, and L&D. They are part of a larger library I have built after testing more than 50 prompts with real teams facing real deadlines.

If you want the full set, I have a free guide with 30 prompts you can download at /ai-prompts-hong-kong/.

If you want to bring structured AI training to your team — with frameworks your people will actually use the next day — visit /ai-corporate-training-hong-kong/ to see how the bootcamp works.

The difference between professionals who get value from AI and those who do not is almost never about the tool. It is about the prompt.