← ClaudeAtlas

ai-slop-detectorlisted

Universal prose audit. Scores writing on TWO axes — AI-Slop (does this read like AI wrote it?) and Comprehension (can a fresh reader follow this?). Use whenever the user wants to audit, critique, score, or fix prose. Triggers on "audit this", "review this", "is this AI", "is this readable", "does this sound like AI", "humanize this", "make this less AI", "AI slop check", "score this", "detect AI writing", "slop check", "de-slop this", "is this readable", "would a fresh reader follow this", "comprehension check". Also use as a final pre-delivery pass inside other writing skills (cold-email, copywriting, sales-enablement, ad-creative, email-sequence, mahmouds-seo-writer, mahmouds-reddit-strategist, mahmouds-writing-voice). Catches 45 AI-slop patterns + ~150 vocab tells + ~33 formatting tells + 35 comprehension patterns + 8 readability metrics, with density-based scoring on both axes, audience calibration, model fingerprinting, and dual-verdict output.
opencue/cuecards · ★ 1 · AI & Automation · score 74
Install: claude install-skill opencue/cuecards
# slop-cop A universal prose audit with two parallel axes. Built on ~135 published sources spanning peer-reviewed linguistics, AI-detector vendor methodology, plain-language style guides (plainlanguage.gov, GOV.UK, Microsoft, Google), cognitive-load research (Miller, Sweller, Pinker), web-readability research (NN/g), and the Plain Writing Act / WCAG accessibility standards. ## The one-line summary **Two axes, two verdicts. AI-Slop and Comprehension. A piece can pass one and fail the other.** - **AI-Slop axis** — Does this read like AI wrote it? Patterns, vocabulary, formatting, rhythm. - **Comprehension axis** — Can a fresh reader follow this? Acronyms, named-entity bombing, telegraphic compression, readability, structure. Single instances aren't a signal. Density is. Both axes use density-based scoring (per 500 words, weighted by severity) with the same verdict tiers (PASS / LOW / MEDIUM / HIGH / CRITICAL). The audit reports both and combines them into a single recommendation based on whichever is worse. --- ## Why this skill exists Our feeds are becoming shit. Our websites are becoming shit. Our repos are becoming shit. AI didn't make writing harder, it made writing easier, and now everyone uses the same shortcuts, the same shapes, the same words. Open ten landing pages in a row and you can't tell them apart. I built this skill to make my own websites less shit, my clients' websites less shit, and my LinkedIn feed less of a copy-paste graveyard. Yes, AI wrote parts