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Handwriting Reading
AI reading your messy script just to roast your soul.
This is definitely not another lazy AI wrapper. Ink Roast uses a custom computer vision pipeline to extract raw physical writing traits, such as baseline slope, pen pressure, and character spacing. It then maps these physical metrics to a hard-coded psychological rule engine. Skipping the fluff of horoscope-style flattery, it targets your hidden anxieties with a devastating "Lead Roast" and a brutal "Cost Line" analysis. Before it roasts your soul, come and roast my code with your handwriting!
Hello PH friends! 👋 I’m an indie dev, and for the past few weeks, I’ve been building Ink Roast.
It started as a simple curiosity: could I accurately extract physical writing traits from messy photos? But things spiraled. I accidentally built a ruthless psychological diagnostic engine.
To be clear, this isn't just a lazy "image-to-LLM" wrapper. I built a strict "hybrid pipeline":
The Gatekeeper: A picky mechanism that rejects selfies or printed text.
The CV Core: Extracts physical evidence like pen pressure and baseline shifts.
The Engine: Maps these traits to dimensions like "control issues" or "cognitive load."
The Roast: A hard-coded library of brutal, human-written psychological insights.
When I finally finished the UI, I tested it with a page from my own notebook. I wasn't ready. The system analyzed my heavy pressure and tight spacing, labeled me a "Defensive Observer," and hit me with: "You hold the line so hard you're the one paying the bill." It then generated a cost analysis of how my obsession with control is burning me out. I sat in silence for 10 minutes, stripped bare by my own code.
I need your help! PH community, upload your messiest handwriting and try to break my vision model. Tell me how bad the UI is, or let me know in the comments if its "Red Flags" are total nonsense or terrifyingly accurate.
About Handwriting Reading on Product Hunt
“AI reading your messy script just to roast your soul.”
Handwriting Reading was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #64 on the daily leaderboard. This is definitely not another lazy AI wrapper. Ink Roast uses a custom computer vision pipeline to extract raw physical writing traits, such as baseline slope, pen pressure, and character spacing. It then maps these physical metrics to a hard-coded psychological rule engine. Skipping the fluff of horoscope-style flattery, it targets your hidden anxieties with a devastating "Lead Roast" and a brutal "Cost Line" analysis. Before it roasts your soul, come and roast my code with your handwriting!
On the analytics side, Handwriting Reading competes within Web App, Funny and Artificial Intelligence — topics that collectively have 602k followers on Product Hunt. The dashboard above tracks how Handwriting Reading performed against the three products that launched closest to it on the same day.
Who hunted Handwriting Reading?
Handwriting Reading was hunted by GSC. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Handwriting Reading including community comment highlights and product details, visit the product overview.
GSC