anti-ai-slop

Detect and improve AI slop, generic-output, template-like, and AI-smell patterns in writing, UI, slides, visuals, code, reports, and other artifacts without making authorship claims.

Review a repo for requirement, task, glossary, architecture, dependency, vague-language, and placeholder coherence.

Run a Spec Kit style anti-slop workflow from output contract to spec, plan, tasks, implementation evidence, and PR review.