Show HN: Grade text from the CLI with custom rulesets and Jev

Category: cli-tool

Tags: text-grading, ai-detection, custom-rules, cli, llm, semantic-evaluation

Score: 7.0/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 6)

slop-grader is a CLI tool that grades text against custom rulesets using parallel semantic evaluation via the Jev API. It runs every rule against every line independently, with incremental caching and context padding, enabling efficient detection of AI writing patterns, doc issues, and more. The approach combines rule-based grading with a specialized AI model for cost-effective, exhaustive checks.

Target audience: writers, developers, devops, content reviewers, ai engineers

Repository: https://github.com/lukstei/slop-grader · TypeScript · MIT · 35 stars

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