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slop-grader

lukstei/slop-grader

Rule-based slop grader for text files, powered by Jev.

Evaluation & Benchmarking71%Runner-up: Scoring & Ranking

What it is

slop-grader is a TypeScript CLI that grades text files against custom or built-in rulesets for AI slop, grammar, and technical doc quality, then helps an AI agent auto-fix violations.

How it uses Jev

Jev answers plain-text questions about each line or the whole document, defined as Line Rules and Document Rules in Markdown. The returned scores and line-level flags are used to produce a human-readable or JSON report that an AI agent then turns into fixes.

Primitives:choicescore

Technique worth stealing

Express any plain-text question about a single line or whole document as a Markdown rule with true/false criteria, then let Jev score it.

Try it

npx @lukstei/slop-grader@latest -r no-ai-slop examples/slop.md

View on GitHub

judged by Jevjev-1.13.0

Evidence

Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.

  • Jev-centricyes0.81
  • Shows a System One patternno0.33
  • Handles uncertaintyno0.05
  • Measuredno0.06
  • Runnableyes0.97
  • Worth recommendingno0.31
  • Model replicano0.06
  • Problem scopescore on a 0–2 scale1.25
  • About Jevyes0.95

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 21 Sept 2026.