occupation
Software Developers
description
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.
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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.
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