unslop: Strip AI writing tells at two layers: surface + narrative

by badmuriss · Claude Skill · ★ 19

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

Security audit verdict: SAFE · quality 61/100

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-detectionai-slopai-writingclaude-codehumanizerllmprompt-engineering

Quick Facts

Stars19
Forks1
CategoryClaude Skill
Quality Score61/100
Last Updated2026-10-01
Created2026-07-04
Platformsclaude-code
Est. Tokens~18k

About unslop

Strip AI writing tells at two layers: surface (Wikipedia Signs of AI writing) + narrative (StoryScope, arXiv:2604.03136). A model-agnostic LLM skill.

Compatible Skills

These tools work well together with unslop for enhanced workflows:

  • ZeroSlop — semantic(0.42)+complementary+rare_topics+similar_pop+shared_platform (64%)
  • anti-slop-writing — semantic(0.49)+complementary+rare_topics+similar_pop+shared_platform (62%)

unslop alternative? Top 6 similar tools

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

  • book-genesis by PhilipStark · ⭐ 62

    From one sentence to a publishable book. 21 AI skills for Claude Code that automate the entire book writing pi

  • claude-prompt-engineering-guide by ThamJiaHe · ⭐ 83

    Comprehensive guide for writing professional Claude Standard prompts with MCP, Skills, and Superpowers integra

  • 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

  • buildomator by buildomator · ⭐ 97

    Structured plan/execute/verify coding workflow for Claude Code: atomic commits, MCP-backed state, ~92% lower p

  • code-humanizer by LeonardNJU · ⭐ 71

    humanizer, but for code — an agent skill that removes AI-generated code slop: duplicated helpers, try-import f

  • agent-skills by AsyrafHussin · ⭐ 70

    Skills for AI coding agents — Laravel, PHP, React, TypeScript, testing, security, and code quality.

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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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