Repetitive Copyprompting
While designing health campaigns for Noora health’s work in Indonesia and Bangladesh, I was overseeing the health communications strategy for pregnant and newly-delivered mothers. There were messages in a specific format that needed to be rewritten in a more easy to digest Whatsapp format appealing to the people of Bangladesh. My usual default response to such tasks would be to open a tab on ChatGPT and get to promptcrafting until I was able to achieve the best output.
This was the prompt I’d used to do the same:
Make effective health messaging for Whatsapp. Add emojis and make it lively. The total length should be less than 600 characters. Ensure that the opening sequence is a dialogue between Koli and Riya (this should not exceed two sentences in total). Amina is represented by 👩🏽 and Rosina is represented by 👧🏾. This dialogue based interaction is followed by the main message.
The main message starts with a heading followed by structured messages in the form of bullet points that are formatted without emojis. Clearly define the CTA of the message at the end of it in third person. Don't use hashtags within the message.
The only catch was that I was looking at close to 100+ messages which had to be rewritten. Manually copy-pasting each and every message one by one on ChatGPT proved to be a herculean task (the example below).

I was looking at ways to automate ChatGPT tasks in a simpler fashion, and this is when I found the Google Sheets Plugin titled: SheetGPT All I had to do was to do this for one of the cell values and extend that to all the entries.
GPT("Make effective health messaging for Whatsapp. Add emojis and make it lively. The total length should be less than 600 characters.Ensure that the opening sequence is a dialogue between the Bulan (the compassionate parrot) and Cahya (the wise and joyful parrot). This should not exceed two sentences in total. Bulan is represented by 🧕🏼 and Cahya is represented by 🦜. This dialogue based interaction is followed by the main message. The main message starts with a heading followed by structured messages in the form of bullet points that are formatted without emojis. Clearly define the CTA of the message at the end of it in third person. Don't use hashtags within the message." & B2)

If I had to do this task, even with ChatGPT it would have taken me 45 minutes for roughly ~15 health topics. By using the SheetGPT add-on for Google sheets, I was able to bring it to ~2 minutes. [1]. Abraham Lincoln was quoted as saying “Give me six hours to chop down a tree and I will spend the first four sharpening the ax.”
After having found the right prompt, all I had to do then was to feed it into SheetGPT and then use this as a modifier across all the 100+ messages. Curating the right prompt was equivalent to sharpening the axe. [2] SheetGPT method was much more scalable and efficient for tasks which involved repetitive copyprompting.
- Although it might seem like the process took only 2 minutes, it took me almost 30 minutes to get to the right prompt. Promptcrafting did take more time. However, this process is much more scalable as I can quickly apply this formula even across new entries.
- Just came to know about this tool titled Harpa.ai on 29 Jul, 2023. (HARPA AI | GPT Chrome Automation Copilot, 2021). AI startups are being built for breakfast everyday. It’s so so fast.
Subscribe to get future posts via email (or grab the RSS feed). 2-3 ideas every month across design and tech
Read more
- Hammock driven developmentagentic-coding
- Peculiar ways number three fits into our funny little brains
- AI sandwich as a defacto principle for anything agentic engineering relatedagentic-coding
- How I write essays in 2026writing
- Authority in the guise of evidencecritical-rationalism
- Map is not the territoryphilosophy
- Self hypnosis as a manifestation ritualmeditation
- Hegelian dialectic for structured reasoning with AI agentsphilosophy
- How I prepare for tough negotiations nowadaysnegotiation
- When should we steelthread somethingproduct-development
- How to become a polyglot
- Breadboarding, shaping, slicing, and steelthreading solutions with AI agentsproduct-management
- Healthy conflict in teams have a tipping point
- Deslopify AI writing
- How I started building softwares with AI agents being non technicalagentic-coding
- Read raw transcriptsknowledge
- Legible and illegible tasks in organisationsproduct
- L2 Fat marker sketchesdesign
- Writing as moats for humanswriting
- Beauty of second degree probesdecision-making
- Boundary objects as the new prototypesprototyping
- One way door decisionsproduct
- Finished softwares should existproduct
- How I periodically rank my rough draftsobsidian
- Flipping questions on its headinterviewing
- Vibe writing maximswriting
- How I blog with Obsidian, Cloudflare, AstroJS, Githubwriting
- How I build greenfield apps with AI-assisted codingai-coding
- We have been scammed by the Gaussian distribution clubmathematics
- Classify incentive problems into stag hunts, and prisoners dilemmasgame-theory
- I was wrong about optimal stoppingmathematics
- Thinking like a ship
- Hyperpersonalised N=1 learningeducation
- New mediums for humans to complement superintelligenceai-coding
- Maxims for AI assisted codingai-coding
- Personal Website Starter Kitai-coding
- Virtual bookshelvesaesthetics
- It's computational everythingtrends
- Public gardens, secret routesdigital-garden
- Git way of learning to codeai-coding
- Kaomoji generatorsoftware
- Copy, Paste and Citeai-coding
- Style Transfer in AI writingai-coding
- Understanding codebases without using codeai-coding
- Vibe coding with Cursorai-coding
- Virtuoso Guide for Personal Memory Systemsmemory
- Writing in Future Pastwriting
- Publish Originally, Syndicate Elsewhereblogging
- Poetic License of Designdesign
- Idea in the shower, testing before breakfastsoftware
- Technology and regulation have a dance of ice and firetechnology
- How I ship "stuff"software
- Writing is thinkingwriting
- Song of Shapes, Words and Pathscreativity
- How do we absorb ideas better?knowledge
- Read writers who operatewriting
- Brew your ideas lazilyideas
- Trees, Branches, Twigs and Leaves — Mental Models for Writingwriting
- Compound Interest of Private Notesknowledge
- Conceptual Compression for LLMsai-coding
- Meta-analysis for contradictory research findingsdigital-health
- Proof of workproduct
- Gauging previous work of new joinees to the teamleadership
- Task management for product managersproduct
- Beauty of Zettelswriting
- Stitching React and Rails togetherai-coding
- Exploring "smart connections" for note takingknowledge
- Deploying Home Cooked Apps with Railssoftware
- Repetitive Copypromptingwriting
- Questions to ask every decadejournalling
- Balancing work, time and focusproductivity
- Hyperlinks are like cashew nutswriting
- Brand treatments, Design Systems, Vibesdesign
- How to spot human writing on the internetwriting
- Can a thought be an algorithm?product
- Opportunity Harvestingcareers
- How does AI affect UI?design
- Everything is a prioritisation problemproduct-management
- Nowlifestyle
- How I do product roastsproduct
- The Modern Startup Stacksoftware
- In-person vision transmissionproduct
- How might we help children invent for social good?social-design
- The meeting before the meetingmeetings
- Design that's so bad it's actually gooddesign
- Lessons learnt interview prepping for product rolesinterviewing
- Obsessing over personal websitessoftware
- English is the hot new programming languagesoftware
- Better way to think about conflictsconflict-management
- The role of taste in building productsdesign
- Dear enterprises, we're tired of your subscriptionssoftware
- Products need not be user centereddesign
- World's most ancient public health problemsoftware
- Pluginisation of Modern Softwaredesign
- Let's make every work 'strategic'consulting
- Making Nielsen's heuristics more digestibledesign
- Startups are a fertile ground for risk takingentrepreneurship
- Insights are not just a salad of factsdesign
- Minimum Lovable Productproduct
- Methods are lifejackets not straight jacketsmethodology
- How to arrive at on-brand colours?design
- Minto principle for writing memoswriting
- Importance of Whytask-management
- Quality Ideas Trump Executionsoftware
- How to hire a personal doctor
- Why I prefer indie softwareslifestyle
- Use code only if no code failscode
- Self Marketing
- Personal Observation Techniquesdesign
- Design is a confusing worddesign
- A Primer to Service Design Blueprintsdesign
- Rapid Journey Prototypingdesign
- Visualise detailed file structures on CLIcli
- Do's and Don'ts of User Researchdesign
- Design Manifestodesign
- Complex project management for productproducts
- How might we enable patients and caregivers to overcome preventable health conditions?digital-health
- Pedagogy of the Uncharted — What for, and Where to?education
- Future of Ageing with Mehdi Yacoubiinterviewing
- Future of Tacit knowledge with Celeste Volpiinterviewing
- Future of Rural Innovation with Thabiso Blak Mashabainterviewing
- Future of Equity with Ludovick Petersinterviewing
- Future of work with Laetitia Vitaudinterviewing
- Future of Mental Health with Kavya Raointerviewing
- Future of unschooling with Che Vanniinterviewing
- How might we prevent acquired infections in hospitals?digital-health
- The why to endure any howentrepreneurship
- Design education amidst social tribulationsdesign
- How might we assist deafblind runners to navigate?social-design