# LinkedIn post (copy-paste)

Happy to share a project I've been building for the Hugging Face Build Small Hackathon.

Comedy has always been a personal interest for me — not just watching it, but understanding how a line actually lands. I wanted something closer to a **humor coach** for awkward real-life moments: you paste what happened, get one sharp line back, then iterate on it.

That's **WitGym**. It extracts the comedy structure of the moment, finds analogous precedent from *The Office* (a show I've loved for years — it felt like the right sandbox), drafts a few constrained candidates, ranks them, and returns one line you can use. Then you can sharpen it, try a different angle, or unpack why it works.

More detail in the README and live demo on Hugging Face Spaces:
https://huggingface.co/spaces/build-small-hackathon/WitGym

Built for Build Small 2026 — Thousand Token Wood track.