Inspiration
AwkWord was born from a simple idea: my entire family is a bunch of nerds who avoid public speaking like it’s a boss fight. I didn’t build this for a traumatic party flashback—it just popped into my head a couple of days ago while I was busy with another project. Turns out, all it took was one solid prompt, a little AI help, and a lot of introvert energy.
What it does
AwkWord is an Android app that gives you instant, situation-specific conversation starters so you don’t have to suffer through small talk with just “Nice weather, huh?” Every prompt in the app is AI-generated—over 500 starters, sorted by vibe—so you can break the silence whether you’re at work, on a date, or just pretending to be social. I haven’t tried it in the wild yet (my family is still in the testing group), but if I make a v2, the goal is to make it generate new openers on the fly based on your convo and context.
How we built it
This was a true “one-shot” build. I started by asking Claude to help craft the perfect prompt: all requirements, one go, nice and tight. Claude helped me structure it, then I dropped the whole thing into Bolt.new. I didn’t set a design—Claude and Bolt decided “fresh and modern” was the way to go. The only thing I had to touch up manually was adding the Bolt badge with Visual Studio at the end. Why? Because Bolt.new was free for the weekend and I wanted to see just how fast I could make a fun, functional app from a single prompt.
Challenges we ran into
There weren’t a lot of “classic” development headaches because, honestly, I let the AI do most of the work. I did have to tweak things a couple of times to fit everything on one screen—no scrolling allowed! The biggest hassle was fixing button text overflow. And, as always, building and exporting the APK at the very last minute is a rite of passage.
Accomplishments that we're proud of
The idea itself! I looked around, and while there are other conversation starter apps, most aren’t great-looking or truly situation-based. AwkWord is simple, modern, and actually something my family might use.
What we learned
This project showed me the power of writing a really concise prompt. When you get the instructions right, the AI does the heavy lifting. You don’t need to over-engineer—sometimes, one good shot is enough.
What’s next for AwkWord
If I keep building, I’d add multilingual support and let the AI generate openers on the fly, based on your chat history and mood. For now, I’m not my own ideal user (I’m only introvert-adjacent), but my family is rooting for it—and if nothing else, it gave us all a laugh.
Built with
- Bolt.new (one-shot prompt)
- Claude (prompt engineering help)
- Visual Studio Code (for tiny manual tweaks)
- Expo (for Android build)
One-Shot Category Compliance
This app, AwkWord, was generated as a one-shot project: the entire core app was created from a single prompt in Bolt.new.
Built With
- bolt.new
- claude
- expo.io
- visual-studio
Log in or sign up for Devpost to join the conversation.