AI Tool for Emotional Tone Analysis: Harness Test SuccessAI Tool for Emotional Tone Analysis: Harness Test Success
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I'm building a tool for #ConfigMakeathon and the whole product depends on one AI prompt, which rewrites one message across 8 emotional registers and predicts how the reader will react at each one. Not only what tone was it writen write but how will it land.
So before building any UI, I built a test harness: 5 messages × 8 registers, all outputs in one grid. Run it, read every cell, spot problems before they're in the product. The stress test: "ok" across the full spectrum. Two rules from the prompt doing most of the work: 1. Every version preserves the exact meaning. Never invent excuses or details not in the original. Only the register changes. 2. Reactions roast the situation, never the sender. The harness passed 🎉 Now I'm building on a proven prompt instead of crossing my fingers.
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Madi's avatar
oooh I can't wait to see where you take this 👀
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