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content-de-slop-ai

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Use this skill when an AI-assisted draft is about to publish or send: a blog post, a feed post, a newsletter, a landing page, a cold email, a case study, or a sequence step. Produces the same copy with the machine tells removed, the vague claims made concrete, and a detection battery passed before it ships. Covers de-slopping AI content, humanizing AI writing, killing the "this isn't X, it's Y" flip, stripping em dashes and hedging stacks, replacing generic claims with verifiable specifics, and matching an author's real voice.

skills/vesselin-malev/content-de-slop-ai/SKILL.md

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# De-AI your content

Applies to every AI-assisted draft before publishing or sending. Produces the same copy with the machine tells removed, the vague claims made concrete, and a full detection battery passed before it ships.

The economics: readers pattern-match AI tells in about a second and discount everything after, feeds suppress the formulaic shape, and answer engines never cite the median take. An unedited AI draft is the one piece of content guaranteed to look like everyone else's. This pass injects the only thing that differentiates, which is structure a machine would not default to and specifics a machine could not know.

## The pass, in order

The order is the method. Reversing it produces a draft that has been word-swapped and still reads as generated.

1. **X-ray the skeleton.** Structural tells expose a draft even after every suspicious word is swapped, so structure gets fixed first. Scan against category 1 of the inventory and rewrite the sentence, never just the word.

2. **Strip the surface.** Run categories 2 through 5: punctuation, lexicon, content tells, voice tells.
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