YouTube studio SoKrispyMedia has announced Chalk Warfare, a multiplayer shooter based on their viral short film series, built around a real-time drawing recognition system that turns player sketches into functional in-game weapons.
The original series, created by Sam Wickert and Eric Uys back in 2012, has racked up over 350 million views across four main installments on YouTube.
Wickert breaks down the years of failed prototypes
Sketch a weapon, and it becomes real in your hands. Drawing a grip changes how you hold and fire it, a sight lets you aim down it, and a bigger magazine adds ammo, all adjusted in real time.
According to the Steam store page, the system isn’t built on templates. The team designed their own recognition architecture, trained on their own data, so it genuinely interprets whatever a player draws.
Getting there took years. “We always wanted it to be a game, but knew we had to do it right,” Wickert said.
“It was once in third person. Fun, but not good enough. At one point, you picked from weapon templates. Not good enough. So we built our own recognition algorithm that sees what you draw.”
For Unreal Fest, the team built a live debug view showing exactly how the AI reads a drawing as it happens. Wickert said the model keeps improving the more it’s used.
Even the tutorial ties back to the series, taught by Stuart, a character already familiar from the studio’s shorts, whose reactions to getting shot required hundreds of individual voice lines.
Playtesting wasn’t smooth. A group of 18-year-olds came in just days before the show and quickly found bugs, including a moment where a player’s hands glitched out mid-session. The team pulled three all-nighters fixing issues before the demo went live.
Wickert said watching people finally play it made it worth it. “This is probably the first time I’ve been excited about an idea and about a game in a long while.”
Passionate developers going the extra mile for their community isn’t rare in this corner of gaming. One indie developer previously added full language support for the single Steam user who had wishlisted his game from the Czech Republic, despite there being no commercial reason to do so.
I’m Abhishek Sharma, an author at TigerJek.com. I enjoy exploring games, testing different strategies, and turning what I learn into clear, useful guides. My goal is to help players understand the game better and improve without the usual confusion.
