# NulightJens/humanizer-stack

<https://repo.masters-masters.com/en/repos/NulightJens/humanizer-stack>

[Home](https://repo.masters-masters.com/en) › [NulightJens](https://repo.masters-masters.com/en/owners/NulightJens) › [humanizer-stack](https://repo.masters-masters.com/en/repos/NulightJens/humanizer-stack)

NulightJens/humanizer-stack has 378 stars on GitHub. Its RepoMasters card: Alpha tier. Two-pass pipeline for removing AI writing tells from outward-facing…

| Field | Value |
| --- | --- |
| Owner | [NulightJens](https://repo.masters-masters.com/en/owners/NulightJens) |
| Stars | 378 |
| Forks | 29 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | None |
| Created | 2026 |
| Topics | ai-detection, ai-writing, anthropic, claude-code, claude-skills, humanizer, writing-tools |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [NulightJens/humanizer-stack](https://github.com/NulightJens/humanizer-stack) |

## Repository

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

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

## More repos by NulightJens

- [NulightJens/ai-second-brain-skills · ★ 103 · Prototype](https://repo.masters-masters.com/en/repos/NulightJens/ai-second-brain-skills)

## Nearby in Python

- [witt3rd/oh-my-hermes · ★ 378 · Python · Alpha](https://repo.masters-masters.com/en/repos/witt3rd/oh-my-hermes)
- [AI-FanGe/AI\_DesktopCat\_Qwen3.5Omni · ★ 378 · Python · Alpha](https://repo.masters-masters.com/en/repos/AI-FanGe/AI_DesktopCat_Qwen3.5Omni)
- [wh000wh000/awesome-jev-live · ★ 378 · Python · Alpha](https://repo.masters-masters.com/en/repos/wh000wh000/awesome-jev-live)
- [django-cms/django-classy-tags · ★ 378 · Python · Alpha](https://repo.masters-masters.com/en/repos/django-cms/django-classy-tags)
- [nuxeo/FunkLoad · ★ 378 · Python · Alpha](https://repo.masters-masters.com/en/repos/nuxeo/FunkLoad)
- [community-libs/vaurien · ★ 378 · Python · Alpha](https://repo.masters-masters.com/en/repos/community-libs/vaurien)

---
Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.