ai-slop-detector: 120 patterns that make writing read like AI slop, with an agent skill for Claude Code and Codex

by FeedHive · Claude Skill · ★ 31

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 63/100

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.

agent-skillsai-slopai-writingclaude-codecopywritingllmwriting

Quick Facts

Stars31
Forks2
LanguageJavaScript
CategoryClaude Skill
LicenseMIT
Quality Score63/100
Last Updated2026-10-12
Created2026-10-12
Platformsclaude-code, codex, node
Est. Tokens~9k

About ai-slop-detector

120 patterns that make writing read like AI slop, with an agent skill for Claude Code and Codex.

Compatible Skills

These tools work well together with ai-slop-detector for enhanced workflows:

  • plain-prose — semantic(0.42)+complementary+same_lang+similar_pop+shared_platform (65%)
  • clarity — semantic(0.40)+complementary+same_lang+similar_pop+shared_platform (64%)

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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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