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NulightJens/humanizer-stackpublicPythongithub.com/NulightJens/humanizer-stack
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humanizer-stack

Two-pass pipeline for removing AI writing tells from outward-facing text. Surface pass plus a structural pass grounded in the StoryScope study. Claude Code Skills.

CLAUDE CODEAI DETECTIONAI WRITINGANTHROPICCLAUDE SKILLSHUMANIZERTRENDING #1263
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// OWNER · NulightJens · REPO SNAPSHOT

github.com/NulightJens

NulightJens

Two-pass pipeline for removing AI writing tells from outward-facing text. Surface pass plus a structural pass grounded in the StoryScope study. Claude Code Skills.

GitHubNulightJens
STARS30+0 · 7d
FORKS2+0 · 7d
CONTRIBUTORS0maintainer graph thin
OPEN ISSUES · PRS0· 0 
LICENSE—no license file
LANGUAGEPython 
FOUNDED—
LOCATION—
MEMBERS—
PUBLIC REPOS—
TOTAL STARS—
FOCUS—
FUNDING—

//STAR HISTORY · 12M

+0 all-time-window
Star history not yet available
We don't have a sampled star timeline for NulightJens/humanizer-stack yet. The chart populates once the daily snapshot pass collects its first data points for this repo.
//WHY IT'S TRENDING· narrative synthesis · medium confidence

NulightJens/humanizer-stack is sitting at #1263 on the trending leaderboard with a pulse of 12/100 with no cross-source channels firing yet — GitHub-stars-only signal so far.

It sits at 30 stars without a fresh weekly delta on record — the trending placement here is steady-state interest in the AI agent / LLM tooling stack rather than a 7-day breakout.

Watch-outs: no tagged release on record (treat as pre-stable).

↻ refreshed 27m ago· next sync in 38m· sourced from 0 channels · 0 mentions / 24h

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▌ FAQ · answers from the data spine

What is NulightJens/humanizer-stack?
Two-pass pipeline for removing AI writing tells from outward-facing text. Surface pass plus a structural pass grounded in the StoryScope study. Claude Code Skills.
Who maintains humanizer-stack?
Maintained by NulightJens (the owner) on GitHub.
What language is humanizer-stack written in?
Primarily Python.
When was humanizer-stack created? When was the last update?
Created July 23, 2026 · last commit July 23, 2026.
How do I install humanizer-stack?
Clone the repo:
git clone https://github.com/NulightJens/humanizer-stack.git
Then follow the README in the cloned directory.
Is humanizer-stack actively maintained?
stalled — no commits for an extended period

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