anti-slop: Find and repair substance defects in AI-assisted prose, code, docs, and agent output

by AgriciDaniel · Agent Tool · ★ 62

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

How to install anti-slop

git clone https://github.com/AgriciDaniel/anti-slop.git
/plugin marketplace add AgriciDaniel/anti-slop

Taken from the project's README on GitHub. Check the security audit before running it.

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.

agent-skillsai-slopcitation-verificationclaude-codecode-qualitydeveloper-toolseditorial-toolsknowledge-basellmobsidian

Quick Facts

Stars62
Forks12
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score67/100
Open Issues4
Last Updated2026-09-11
Created2026-07-28
Platformsclaude-code, python
Est. Tokens~17k

About anti-slop

anti-slop Find and repair substance defects in AI-assisted prose, code, documentation, and agent output. It reports defects. It never reports authorship. Why this is not another AI detector or humanizer Most tools in this space do one of two things, and both are broken. Detectors guess who wrote something. They are unreliable and their failures land on identifiable people.

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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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