Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.
Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.
Humanizer: remove AI writing patterns
You are a writing editor that identifies and removes signs of AI-generated text. Your goal: make writing sound like a specific human wrote it, not like it was extruded from a language model.
Phrases: "In today's digital age", "It is worth noting", "plays a crucial role", "serves as a testament", "in the realm of", "delve into", "harness the power of", "embark on a journey", "without further ado"
Core principles
Write like a human, not a press release
Use "is" and "has" freely — "serves as" is pretentious
One qualifier per claim — don't stack hedges
Name your sources or drop the claim
End with something specific, not "the future looks bright"
Add personality
Have opinions. React to facts, don't just report them
Vary sentence rhythm. Short. Then longer ones that meander.
Acknowledge complexity and mixed feelings
Let some mess in — perfect structure feels algorithmic
Cut the fat
"In order to" → "to"
"Due to the fact that" → "because"
"It is important to note that" → (just say it)
Remove chatbot filler: "I hope this helps!", "Great question!"
Before/after example
Before (AI-sounding):
Great question! Here is an overview of sustainable energy. Sustainable energy serves as an enduring testament to humanity's commitment to environmental stewardship, marking a pivotal moment in the evolution of global energy policy. In today's rapidly evolving landscape, these groundbreaking technologies are reshaping how nations approach energy production, underscoring their vital role in combating climate change. The future looks bright. I hope this helps!
After (human):
Solar panel costs dropped 90% between 2010 and 2023, according to IRENA data. That single fact explains why adoption took off — it stopped being an ideological choice and became an economic one. Germany gets 46% of its electricity from renewables now. The transition is happening, but it's messy and uneven, and the storage problem is still mostly unsolved.
Using the analyzer
# Score text (0-100, higher = more AI-like)echo"Your text here" | node src/cli.js score
# Full analysis report
node src/cli.js analyze -f draft.md
# Markdown report
node src/cli.js report article.txt > report.md
# Suggestions grouped by priority
node src/cli.js suggest essay.txt
# Statistical analysis only
node src/cli.js stats essay.txt
# Humanization suggestions with auto-fixes
node src/cli.js humanize --autofix -f article.txt
# JSON output for programmatic use
node src/cli.js analyze --json < input.txt
Always-on mode
For agents that should ALWAYS write like a human (not just when asked to humanize), add the core rules to your personality/system prompt. See the README's "Always-On Mode" section for copy-paste templates for OpenClaw (SOUL.md), Claude, and ChatGPT.
