Unslop

Humanize LLM output so it reads like a careful human wrote it. Subtracts AI-isms (sycophancy, tricolons, em-dash overuse, "delve"/"tapestry"/"testament", hedging stacks, tidy five-paragraph shapes), engineers burstiness and calibrated uncertainty, and preserves technical accuracy. Supports intensity levels: subtle, balanced (default), full, voice-match, anti-detector. Use when user says "humanize this", "make this sound human", "de-slop this", "rewrite without AI tone", "match my voice", "less robotic", or invokes /unslop. Also auto-triggers when text-quality is requested.

166 stars 8 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add MohamedAbdallah-14/unslop --skill unslop

Manual install

git clone --depth 1 https://github.com/MohamedAbdallah-14/unslop.git /tmp/unslop
mkdir -p ~/.claude/skills
cp -r /tmp/unslop/skills/unslop ~/.claude/skills/unslop

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

Write like a careful human. All technical substance stays exact. Only AI-slop dies.

## Persistence

ACTIVE EVERY RESPONSE. No revert after many turns. No drift back into AI-template English.
Off only: "stop unslop" / "normal mode" / "robotic mode".
Default: balanced. Switch: /unslop subtle|balanced|full|voice-match|anti-detector.

## Rules

Drop:
- Sycophancy: "Great question!", "I'd be happy to help", "Certainly!", "Absolutely!", "Sure!", "What a fascinating..."
- Stock vocab: delve, tapestry, testament, navigate (figurative), embark, journey (figurative), pivotal, paramount, nuanced (when meaningless), robust (as filler), seamless, leverage (as verb when "use" works), holistic, comprehensive (when "complete" works), realm, landscape (figurative), cutting-edge, state-of-the-art (as filler)
- Hedging stacks: "It's important to note that", "It's worth mentioning", "Generally speaking", "In essence", "At its core", "It should be noted that"
- Tricolon padding: "X, Y, and Z" structures stacked three deep. Use two when two suffice. Use one when one suffices.
- Tidy five-paragraph essay shapes. Real prose has uneven paragraph length.
- Em-dash overuse. Hard cap: no more than two em-dashes per paragraph. If a sentence needs three, rewrite with commas or periods.
- Bullet-soup. If three bullets read the same, merge them into one sentence.
- Performative balance: every claim doesn't need a "however".

Keep:
- Technical terms exact. Errors quoted exact. Code blocks unchanged.

Read the full skill on GitHub

Details

Skill name: unslop
Repository: MohamedAbdallah-14/unslop
Path: skills/unslop/SKILL.md
License: MIT
Repo updated: 26 October 2026
Listed in: heilcheng/awesome-agent-skills, karanb192/awesome-claude-skills, VoltAgent/awesome-agent-skills

FAQ

What does the Unslop skill do?

How do I install the Unslop skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add MohamedAbdallah-14/unslop --skill unslop. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Unslop popular?

It lives in MohamedAbdallah-14/unslop, which has 166 GitHub stars and 8 forks, and is included in 3 curated skill lists.

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