SlopGuard
SlopGuard is not one product but a name that at least six unrelated developers converged on in 2026 for tools that catch AI-generated "slop" — low-effort code, pull requests, or images an LLM produced with little human oversight.
The most visible instance, Blue-B's GitHub App, launched June 1, 2026, scores incoming pull requests 0-100 and quarantines suspected slop without auto-closing; it won the AI Slop Scan 2026 hackathon's $800 prize on July 1. The name itself first surfaced March 19, 2026, in a VS Code linter.
Blue-B's app tags each incoming pull request with a slop score, reasons, and a `slop-quarantine` label, then waits for a maintainer's explicit `/slop approve` or `/slop reject` command — it never auto-closes anything, even a 100-scored submission.
Think of it as a spam filter for a mailbox, except the mail is pull requests and the spam is machine-written code nobody reviewed.
Search Interest
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Nascent0–7 days
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Emergent8–30 days
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Validating31–90 days
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Rising ← now91–180 days
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Established180 days +
Why is it emerging now?
At least six developers independently named their AI-slop detector "SlopGuard" in 2026 — from a March VS Code linter to Blue-B's GitHub App, which won the AI Slop Scan 2026 hackathon's top prize on July 1. The convergence reflects GitHub's own alarm: AI-generated pull requests reportedly reached roughly 17 million a month by March 2026.
Outlook
6-month signal projection and commercial timeline.
AI-generated PR volume keeps climbing, but GitHub's native throttles and kill-switch features may absorb the category before any single SlopGuard clone breaks out.
Risk · GitHub's own PR caps and proposed kill switch could make third-party SlopGuard bots redundant within months.
Analogs · spam filter · ad blocker · linter
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nowFree tier live, paid tiers priced
Blue-B's app already prices Pro at $19/mo and Team at $99/mo despite thin GitHub traction.
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3-6moHackathon win drives discovery
AI Slop Scan 2026 prize amplifies visibility well beyond the original 45-star repo.
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6-12moGitHub's own tools may absorb it
Native PR caps and a proposed kill switch could make third-party clones redundant.
Competition & Opportunity for term “SlopGuard”
Three heuristic signals derived from the tracked queries, the term's monetization cards, and its cluster neighbors. Directional, not audited.
Ideas for term “SlopGuard”
Buildable pitches — turn this term into an article, site, product, post, newsletter, video, or course. Steal any card and run with it.
A side-by-side comparison across the four 2026 anti-slop tools — PR quarantine, prose linting, code scoring — mapped to what layer each one actually gates.
Step-by-step install guide for a heuristics-only, human-in-the-loop quarantine bot that never auto-closes a contributor's PR.
Round-up of free CLI and Action-based options for teams that can't justify a $19-99/mo third-party app yet.
Every 'SlopGuard' clone found so far targets GitHub only; GitLab-hosted OSS maintainers have zero equivalent tool today.
Solo maintainers running multiple repos get one triage feed instead of checking each repo's quarantine label separately.
A screen-recorded comparison of the independently built GitHub App, VS Code linter, Chrome extension, and TypeScript port sharing one name.
In under four months, six unrelated developers across at least three countries independently named their AI-slop detector 'SlopGuard' — and none of them knew the others existed.
Blue-B's GitHub App took first place and $800 at the AI Slop Scan 2026 hackathon on July 1 — three weeks after its own Show HN launch drew zero comments.
I fed my last ten Claude Code and Cursor-authored PRs into a bot built to catch exactly that kind of contribution — and it quarantined four of mine.
What People Search
Long-tail queries from Google Suggest + Trends. Volume and competition are heuristics — directional, not audited. Content Type comes from query shape.
SERP of term “SlopGuard”
What searchers see today — organic results on top, paid ads if anyone's bidding. Ad density is a real-time commercial signal.
FAQ
What is SlopGuard?
SlopGuard is not one product but a name that at least six unrelated developers converged on in 2026 for tools that catch AI-generated "slop" — low-effort code, pull requests, or images an LLM produced with little human oversight.
Why is SlopGuard emerging now?
At least six developers independently named their AI-slop detector "SlopGuard" in 2026 — from a March VS Code linter to Blue-B's GitHub App, which won the AI Slop Scan 2026 hackathon's top prize on July 1. The convergence reflects GitHub's own alarm: AI-generated pull requests reportedly reached roughly 17 million a month by March 2026.
When did SlopGuard emerge?
Publicly emerged around 2026-03-19 (about 107 days ago as of 2026-07-04). EarlyTerms first recorded a pipeline signal on 2026-07-03.
Related Terms
Other terms in the same space — aliases, subtypes, competitors, and neighbors to explore next.
- Part of Anti-Slop Anti-slop is the umbrella label for a 2026 wave of tools, coding skills, and creative practices built specifically to detect, block, or… →
- Competitor AISlop AISlop is a deterministic CLI that scans codebases for the anti-patterns AI coding agents characteristically leave behind — swallowed… →
- Competitor Slop Cop Slop Cop is an automated prose linter that flags the rhetorical and structural tells of LLM-generated writing — em-dash pivots, hedge… →
- Related AI Slop AI slop is a pejorative for generative-AI content — text, images, video, pull-requests — that is technically fluent but intellectually… →
- Related Protestware Protestware is open-source software that a maintainer intentionally sabotages to deliver a political or social message, targeting users… →
- Related ···
Sources
Primary URLs this report cites — open any to verify the claim yourself.
- 01 Blue-B/slopguard — GitHub App (flagship instance) github.com ↗
- 02 Nkasi-e/slop-guard — earliest verified use of the name github.com ↗
- 03 The British Journal — AI Slop Scan 2026 hackathon coverage britishjournal.uk ↗
- 04 BrainDetox — The GitHub App That Scores and Quarantines AI Slop PRs braindetox.kr ↗
- 05 Hacker News — Show HN: SlopGuard launch thread news.ycombinator.com ↗
- 06 ruanyf/weekly — Chinese-language coverage recommending SlopGuard github.com ↗
- 07 The Register — GitHub ponders kill switch for pull requests to stop AI slop theregister.com ↗
- 08 DEV Community — Aditya Tiwari's unrelated 'SlopGuard' slopsquatting scanner dev.to ↗