Slop*Detector

INCONCLUSIVE — slop score 31/100

This one lands at 31 out of 100, which puts it in inconclusive territory rather than a clean bill or a clear catch. The README does carry a few real tells: rocket and sparkle emoji bolted onto the word 'Features,' a stray 'Furthermore' opening a sentence about AiScript plugins, and a 'Not only... but' construction describing cross-network federation all read like copy that passed through a generator at some point. Set against that is a plain bulleted feature list with actual technical substance (ActivityPub support, Mastodon API compatibility, custom theming), and the row of pill-shaped buttons is a convention that predates AI tools by years in open-source READMEs. Weigh a handful of garnish words against a document that otherwise reads like a maintainer wrote it, and you get a genuinely split signal, not a verdict either way.

Findings

• Emoji-prefixed headings — Feature headings that open with 🚀 or ✨ are generated-copy garnish.
• Pill-shaped button row — The README has four fully-rounded pill buttons in a row (CREATE AN INSTANCE, BECOME A CONTRIBUTOR, JOIN THE COMMUNITY, DONATE) in teal/yellow/purple/black. This matches the pill-tag shape the guide flags, though it's a long-standing open-source README convention rather than an AI hero pill, so it reads as a minor, low-confidence signal.
• Bold-label + blurb bullet rhythm — The Features list repeats a bold short label followed by a one-to-two sentence explanation for each item (ActivityPub support, Federated Backgrounds and Music status, Mastodon API, UI/UX Improvements, Sign-Up Approval, Rich Web UI), which has some of the same cadence as the kicker+blurb pattern the guide warns about — though it's rendered as a plain bulleted list, not a card grid, and reads as genuine feature documentation rather than filler.
• Transition-adverb sentence openers — Sentences opening with "Moreover," "Furthermore," "Additionally" on a loop is essay-bot cadence.
• AI vocabulary — Words statistically overrepresented in generated text: "seamless", "leverage", "unlock", "empower", "elevate", "robust" and friends.
• Sparkle/rocket emoji — ✨ and 🚀 scattered through headings and feature lists are the default garnish of generated landing copy.
• Transition adverb opener — Starts a sentence with 'Furthermore,' which the guide flags as a looping transition-adverb tell, though it only occurs once here.
• 'Not only X, but Y' reframe — Uses the banned 'not only...but' contrast construction, though in a mild, functional way rather than as rhetorical theater.
• 'From X to Y' sweep — Uses a minor version of the sweeping range construction, though it's grounded in a real, specific feature description rather than vague marketing language.