←Leaderboard/Writing/unslop
Last commit on September 7, 2026·Created on February 8, 2026

theclaymethod/unslop

“Removes robotic patterns and predictable tells from AI-generated prose.”
Combined rank
#535
across all skills
In Writing
#18
category rank
Stars
505
+3.9% in last 7d
Forks
20
+17.6% in last 7d
Watchers
5
0.0% in last 7d
Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
TL;DR

Unslop helps content marketers and editors identify and eliminate the linguistic markers typical of large language models. It transforms synthetic drafts into natural writing by auditing for common AI clichés and applying a two-pass rewrite flow of diagnosis and reconstruction.

The skill is designed for those who use AI for initial drafting but require a human-sounding finish to maintain brand authenticity and avoid the robotic cadence of generated text.

WHO IT'S FOR
Content marketers
humanize AI-generated marketing copy
Professional writers and editors
audit AI prose for robotic patterns
Communications specialists
rewrite robotic AI drafts for natural flow
AI power users
refine LLM outputs using custom voice presets
Repository contents

1 skill file

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill

Follow the documented setup, then try a first task.

I’m using

Skills CLI — Claude Code (global)

Installs: Global installation of the unslop skill · Claude Code

Before you start
  • Python 3.8+ for the standalone scanner scripts used by the skill's detection workflows
  1. Run this command in a terminal to install unslop globally for Claude Code.

    npx skills add theclaymethod/unslop -g -a claude-code
README.md ↗ · Checked Oct 4, 2026SKILL.md ↗ · Checked Oct 4, 2026

Give it something to do.

Suggested first task

Audit a draft without editing it

Uses unslop

  • A prose draft, supplied directly or at a path such as [path/to/draft.md]
/unslop cleanup [path/to/draft.md] — flag the AI tells and unclear or formulaic writing, but don't change anything. Give me reviewable suggestions that preserve the draft's meaning and voice.
README.md ↗ · Checked Oct 4, 2026SKILL.md ↗ · Checked Oct 4, 2026