Strip AI writing patterns from text. Checks 24 patterns across 4 categories (structural, lexical, rhetorical, formatting) with academic economics adaptation. This skill should be used on any text that reads too "AI-generated", or as a final pass on drafted sections. Triggers on "humanize", "de-AI", "make it sound natural", or "strip AI patterns".
Humanizer Strip AI writing patterns from academic text while preserving economics content and formal structure. Input: — path to file to humanize. Workflow Step 1: Read the File Read the target file from . Support , , , and files. Step 2: Scan for AI Patterns Check all 24 patterns across 4 categories: Category 1: Structural Tics (6 patterns) 1. Triplet lists — "X, Y, and Z" appearing 3+ times in a section 2. Formulaic transitions — "Moreover", "Furthermore", "Additionally" as sentence starters…
Full body not shown for this license – view the source on GitHub →Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/humanizer · pinned to the source commit
# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/41-sticerd-eee-sewage-econometrics-check/skills/humanizer" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/41-sticerd-eee-sewage-econometrics-check/skills/humanizer" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/humanizer
Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.