de-slopify

To make AI-generated documentation sound more human, you need to remove telltale AI writing artifacts like excessive em dashes and templated phrases. This skill applies a guided rewriting process to project docs, improving tone and readability for a more authentic result.

Common AI writing patterns to fix in a README include excessive em dashes, hedge words, and pattern clichés. These artifacts make technical docs sound robotic; a structured rewrite improves credibility and produces natural, human-sounding prose.

To edit technical tutorials and remove AI tone, apply explicit rewriting prompts that target hedges and pattern clichés. This enforces a structured editing process to ensure the final prose reads naturally without relying on automated regex substitutions.

No, the de-slopify process does not use automated regex substitutions. It enforces a structured rewrite through explicit prompts that address em dashes, hedges, and pattern clichés, ensuring documentation adopts a human tone without automated find-and-replace.

Yes, you can use this guided rewriting process for release notes and CONTRIBUTING files. The skill targets public project documentation, applying its structured rewrite to technical guides and tutorials to produce human-friendly text that resonates with readers.