Building a 'deslop writing' skill proves near impossible; fine-tuning may be the only reliable fix

AccBalanced · x · 2026-11-15

BenjDicken spent an afternoon trying to build a "deslop writing" skill and found it far harder than expected. Approaches tried: explicitly instructing the model to edit common AI-slop patterns; hill-climbing with fable 5.2 using Opus as writer and Pangram as oracle; building a voice profile from his past writing; testing existing skills that claim to do this. A screenshot shows a 2,230-word article still flagged 97% AI by Pangram. His conclusion: without a human in the loop, the only reliable route is fine-tuning a model on a specific human's tone and work — quipping that human-audience writing may be the final-frontier job.

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