Humanizer Stack Agent Skill

by NulightJens• 379•• Not scanned yet•Claim this listing•Request removal
Content & Writingai detectionai writinganthropicclaude codeclaude skills

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

Humanizer Stack is an open-source agent skill by NulightJens, written mainly in Python, with 379 GitHub stars. Its code was last updated Jul 24, 2026.

What Humanizer Stack can touch

  • Run shell commandsNot scanned yet
  • Run dynamic codeNot scanned yet
  • Read or write filesNot scanned yet
  • Read environment and secretsNot scanned yet
  • Control a web browserNot scanned yet
  • Connect to databasesNot scanned yet
  • Read or send messagesNot scanned yet
  • Touch money or tradingNot scanned yet
  • Connect to the internetNot scanned yet

"Not seen" means our checks did not find it, and the tool may still do it. See the scan policy.

Before you install Humanizer Stack

Humanizer Stack has not been scanned by AgenticMart yet. It has no open-source license we can detect, so it can only be scanned once the maintainer claims it. Until then, here is what it can likely access and what to check before you install it.

What it can access

  • A skill is instructions plus optional scripts. The instructions steer your agent; any scripts run on your machine when the agent uses the skill.

Before you install

  1. Pin the version you reviewed instead of always installing the latest release.
  2. Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
  • Maintained by NulightJens on GitHub, 379 stars and 29 forks. Popularity is not proof of safety.
  • Last code change: Jul 24, 2026.
  • No open-source license detected: check the repository before using it commercially.

Humanizer Stack is an open-source agent skill by NulightJens, written mainly in Python. 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

At a glance

Stars
379
Forks
29
Language
Python
License
None found
Created
Jul 2026
Last update
Jul 24, 2026
Type
Agent Skill
Price
Free

Topics

ai-detectionai-writinganthropicclaude-codeclaude-skillshumanizerwriting-tools

Questions about Humanizer Stack

What is Humanizer Stack?

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

Who maintains Humanizer Stack?

Humanizer Stack is maintained by NulightJens on GitHub (NulightJens/humanizer-stack). AgenticMart lists it from public repository data.

Is Humanizer Stack safe to use?

Humanizer Stack has not been scanned by AgenticMart yet. It has no open-source license we can detect, so it can only be scanned once the maintainer claims it. Until then, here is what it can likely access and what to check before you install it.

What license does Humanizer Stack use?

No standard license was detected. Check the repository before using it commercially.

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