Jev in production › Writing and content scoring
npm CLI asks Jev every grading rule against every line of a text file in parallel, caching unchanged lines, then hands the violations to an AI agent that separates false positives and drafts fixes.

Rule-based slop grader for text files, powered by Jev. Runs every rule against every line in parallel. No skimming, no missed lines.
- How it works - Features - FAQ - Quick Start - Rulesets - CLI Reference - Output Formats - Development - Changelog - Contributing - Roadmap
slop-grader runs as a two-step loop: grade text with the CLI, then paste the output to your AI agent to plan the improvements.
- The agent distinguishes real violations from false positives and generates concrete replacements (Example with Gemini 3.8 Flash): Line 1 โ bannedword - Original: # ๐ The Ultimate Paradigm Shift in Modern Data Architecture - Fix: # Modern Data Architecture - Reason: Removes the banned phrase "paradigm shift" and decorative emoji. Line 7 โ...
For the project's own README, linking back here: