Slop*Detector
Verdict for github.com
INCONCLUSIVE — slop score 47/100
The repo page itself is thin on evidence either way, and most of what got flagged here, the pill badges, the blur panels, the Terms of Service and Privacy Policy language, belongs to GitHub's own site chrome rather than anything mikwielgus wrote for multi_bimap. That's worth separating out: legal boilerplate with em dashes and stiff phrasing like "utilize" is a real tell when it sits on a product's own pages, but here it's shared platform text, so it can't carry much weight against this specific project. What's left is thin: seven expanded forms against two contractions in the surrounding copy, which nudges the needle but isn't damning on its own. A 47 lands this in inconclusive territory because the strongest signals point at GitHub rather than the repo owner, and there's no README or project-specific writing sample in evidence to settle it either way.
Findings
- Pill tags — Little fully-rounded pill badges sprinkled across the page ("New", "Beta", category chips) are a default garnish of vibe-coded UI.
- Glassmorphism — Frosted-glass backdrop-blur panels are a recurring generated-UI decoration.
- Stiff, uncontracted prose — Expanded forms ("it is", "you will", "do not") dominating over contractions reads as robotic formality — either legal text or a language model.
- Terms of Service reads as generated — The Terms of Service carries multiple AI-writing tells (em dashes, "it’s not x. it’s y." reframe). Generated legal pages are a strong marker of an unreviewed, vibe-coded ship.
- Privacy Policy reads as generated — The Privacy Policy carries multiple AI-writing tells (em dashes, ai vocabulary). Generated legal pages are a strong marker of an unreviewed, vibe-coded ship.