Stop the Slop

Properties

category: quality-scorer
maturity: emerging
approach: Browser extension (Chrome and Firefox) that fetches a YouTube video's public transcript client-side and scores it for AI-generated-script and robotic-narration markers, then overlays an AI-probability badge on the video thumbnail plus a sentence-level breakdown, with no account or server-side data retention.
access: open-source
owns: A free, MIT-licensed browser extension that judges whether a YouTube video's script and narration look AI-generated, surfaced directly on the video thumbnail while browsing rather than requiring a user to paste text into a separate checker.
distinctFrom: Unlike the tracked prose scorers (slopdetector-org, sapling-ai-detector), the web-design scorer (slop-detect.com), or the code scorer (ai-slop-detector-code), Stop the Slop targets a modality and delivery surface none of them cover: YouTube video transcripts, judged in-page as thumbnail badges while a user browses rather than via a paste-and-check web tool.
source: MauroPello/stop-the-slop (GitHub)
notes: Created 2026-08-21 (within this lens's window), 6 stars and 1 fork at time of check via the GitHub API. The README displays an MIT license badge and a line linking to a LICENSE file, but no LICENSE file exists in the repository root as of this check (confirmed via the GitHub contents API and a direct fetch of the raw file path, which 404s); treat the MIT license claim as the author's stated intent rather than a confirmed grant. Small, early, single-maintainer project; no independent accuracy figures found, none claimed in the README.

Provenance

Source: https://github.com/MauroPello/stop-the-slop

Properties

category

quality-scorer

maturity

emerging

approach

Browser extension (Chrome and Firefox) that fetches a YouTube video's public transcript client-side and scores it for AI-generated-script and robotic-narration markers, then overlays an AI-probability badge on the video thumbnail plus a sentence-level breakdown, with no account or server-side data retention.

access

open-source

owns

A free, MIT-licensed browser extension that judges whether a YouTube video's script and narration look AI-generated, surfaced directly on the video thumbnail while browsing rather than requiring a user to paste text into a separate checker.

distinctFrom

Unlike the tracked prose scorers (slopdetector-org, sapling-ai-detector), the web-design scorer (slop-detect.com), or the code scorer (ai-slop-detector-code), Stop the Slop targets a modality and delivery surface none of them cover: YouTube video transcripts, judged in-page as thumbnail badges while a user browses rather than via a paste-and-check web tool.

source

MauroPello/stop-the-slop (GitHub)

notes

Created 2026-08-21 (within this lens's window), 6 stars and 1 fork at time of check via the GitHub API. The README displays an MIT license badge and a line linking to a LICENSE file, but no LICENSE file exists in the repository root as of this check (confirmed via the GitHub contents API and a direct fetch of the raw file path, which 404s); treat the MIT license claim as the author's stated intent rather than a confirmed grant. Small, early, single-maintainer project; no independent accuracy figures found, none claimed in the README.