A general-purpose output auditing skill for Claude, Codex, Gemini CLI, and other agents
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Updated
Mar 12, 2026
A general-purpose output auditing skill for Claude, Codex, Gemini CLI, and other agents
Rubric templates for comparing AI tool output quality, use-case fit, evidence notes, limits, and alternatives.
Detect and improve AI slop, generic-output, template-like, and AI-smell patterns across writing, UI, slides, visuals, code, reports, and other artifacts without making authorship claims.
Add a description, image, and links to the output-quality topic page so that developers can more easily learn about it.
To associate your repository with the output-quality topic, visit your repo's landing page and select "manage topics."