NulightJens/humanizer-stack

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Two-pass pipeline for removing AI writing tells from outward-facing text: a surface pass plus a structural pass grounded in the StoryScope study. Packaged as Claude Code Skills. Free community: skool.com/jens-ai-community-1306

Why this repo matters

Removes AI writing tells using a two-pass pipeline.
Integrates with Anthropic's Claude as code skills.
Leverages the StoryScope study for structural analysis.

Key Metrics

Stars: 259
Forks: 20
Open Issues: 1
Stars (7d delta): 0
Stars (30d delta): 0

Scores & Metadata

Trend Velocity Score: 0.00
Opportunity Score: 35.00
Confidence Score: 80.00
Language: Python
License: NOASSERTION
Topics:
🏷️ ai-detection 🏷️ ai-writing 🏷️ anthropic 🏷️ claude-code 🏷️ claude-skills 🏷️ humanizer 🏷️ writing-tools
First Seen: 2 months ago

Star History

259 stars+35 over 5 snapshots8/20/2026 – 9/5/2026

Links & Sources

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