Peter Yang Open-Sources /no-ai-slop Skill to Clean Up AI Writing

Peter Yang has open-sourced a writing skill called /no-ai-slop designed to eliminate over 20 common AI-generated "slop" patterns from text, addressing the prevalent issue of formulaic and vague expressions in AI-assisted writing.

Confirmed

The core goal of this skill is not to reject AI entirely, but to help it act better as an "editor." By applying this skill, users can retain AI's advantages in fixing spelling, grammar, and improving clarity while stripping away typical AI writing formulas. Yang cited examples such as the "It’s not X. It’s Y." dichotomy, mysterious-sounding introductions, and faux-profound conclusions.

Limitations and Controversies

Yang admitted that while the skill improves writing, AI model performance remains unstable. Even highly capable models might ignore user instructions completely or directly copy the negative examples explicitly marked as "do not write this." Therefore, the dedicated /no-ai-slop skill was created to better constrain and correct AI output, though manual oversight is still required in practice.

2026-07-22 ~ 2026-07-24 · 9 related posts

Primary sources

4 near-duplicate retellings: petergyang · sull · Saboo_Shubham_ · petergyang