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slop-gate

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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.

skills/slop-gate/SKILL.md

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Source commit 144c7a3a959cc99538b7dfee9c22c4b065a0e156

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

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Repository stars (not skill ratings)
1,399
Repository last updated
Oct 23, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

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<!-- slop-ok: this skill quotes the tells it blocks -->

# slop-gate

`no-ai-slop` is an editor you invoke. This is a gate that runs whether or not anyone
remembers it. It scans outgoing text, refuses on a tell, and returns the hit list so
the rewrite is targeted.

Two rules make it usable rather than annoying: hard tells fail on a single hit, and
words that are decoration at volume but legitimate once are counted rather than
banned. Text inside quotes or backticks is stripped before scanning, so a piece that
quotes a tell as an exhibit does not fail on its own examples.

## Why a gate and not a rule
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