ZeroSlop: Open-source Agent Skill that finds and removes AI slop from your writing

by manavmishra · MCP Server · ★ 152

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

How to install ZeroSlop

npx skills add manavmishra/ZeroSlop --global
npx zero-slop score draft.md

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 71/100

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.

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-editorai-slopai-slop-detectorai-writinganti-slopclaude-codeclaude-skillcodexcursor

Quick Facts

Stars152
Forks6
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score71/100
Open Issues8
Last Updated2026-10-31
Created2026-08-03
Platformsclaude-code, cli, codex, gemini, mcp, python
Est. Tokens~16k

About ZeroSlop

Zero Slop Find and remove AI slop in your writing. Get rid of workslop without losing your core intent and message. Zero Slop is a free, open-source agent skill that finds and removes AI slop while checking that the core details of your message survive the edit. If your AI setup does not support agent skills, try the browser editor or use our MCP connector.

Compatible Skills

These tools work well together with ZeroSlop for enhanced workflows:

  • sloptrim — semantic(0.51)+complementary+rare_topics+same_lang+shared_platform (73%)

ZeroSlop alternative? Top 6 similar tools

Looking for a ZeroSlop alternative? If you're comparing ZeroSlop with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • humanizer-de by marmbiz · ⭐ 190

    Deutscher Text-Humanizer für Claude Code & Codex. Redigiert KI-Floskeln, schützt deine Schreibstimme und prüft

  • unslop by MohamedAbdallah-14 · ⭐ 170

    Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-dash pileups), preserv

  • avoid-ai-design by funboy322 · ⭐ 80

    Audits AI-generated frontend and rewrites it so it stops looking AI-made: purple-gradient slop and the "tastef

  • ui-craft by educlopez · ⭐ 409

    Design engineering system for AI coding agents — ship UI with craft-level quality. Install as an agent skill.

  • patina by devswha · ⭐ 384

    AI-writing humanizer for KO/EN/ZH/JA

  • awesome-ai-agent-skills by seb1n · ⭐ 218

    103 ready-to-use AI agent skills for Claude Code, OpenAI Codex, Gemini CLI, Cursor, GitHub Copilot, Windsurf,

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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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