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Because your repository isn't a training ground for prompt engineers

7 starsJavaScript

Open Slop – A GitHub Action to Triage AI-Generated PR Slop

by __alberto·Feb 18, 2026·3 points·3 comments

AI Analysis

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The Take

Instead of chasing unreliable "AI fingerprint" heuristics, this action flags PRs using three blunt but practical signals — Velocity (how fast complex changes appear), Shotgun (many unrelated PRs from the same account), and Ghost (account age). It’s a small, sensible tool you can drop into a repo (bundled dist, single triage comment) that will immediately reduce the noise; just watch for false positives around rapid expert contributors and consider tuning thresholds.

Target Audience

Open-source maintainers and repository owners who review external PRs

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