anti-ai-slop-writing: AI writing skill that eliminates detectable AI patterns

by jalaalrd · Codex Skill · ★ 544

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Featured in: Humanizer & Anti-Slop Skills

Security audit verdict: SAFE · quality 67/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-writinganti-slopclaude-codeprompt-engineeringskillskillmd

Quick Facts

Stars544
Forks53
CategoryCodex Skill
Quality Score67/100
Open Issues3
Last Updated2026-04-18
Created2026-03-27
Platformsclaude-code, cli, codex, gemini
Est. Tokens~1k

About anti-ai-slop-writing

Anti-AI-Slop Writing Skill A Claude Code skill (and universal SKILL.md) that forces any AI to produce human-sounding text by eliminating statistically detectable AI writing patterns. What It Does Every piece of text the AI produces — tweets, emails, articles, bios, reports, copy and message passes through constraints that eliminate the vocabulary, structure, punctuation, and formatting patterns...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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