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slop-gate

authentic

Deterministic pre-publish scan that refuses AI-slop tells in anything about to be written, published, or sent: files, artifacts, slide titles, table headers, diagram labels, chat messages, commit messages. Use before publishing or sending any deliverable, in CI, or wired as a Claude Code hook so the check runs without being remembered. The editorial counterpart is no-ai-slop, which rewrites; this one blocks.

When to use

• pre-publish scan
• refuse AI-slop tells
• check files
• check artifacts
• check slide titles
• check table headers
• check diagram labels
• check chat messages

When not to use

• rewriting content

Skill page

Source