# op7418/Humanizer-zh

> Chinese localization of Humanizer — a Claude Code skill that edits existing text to remove formulaic, AI-sounding phrasing while preserving facts, author stance and style.

- Magnitude: 5.1 out of 10 — Breakout
- Stars: 18,347 total · +76 stars today, ≈ 178 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2026-01-19 · Last push: 2026-09-23
- GitHub: https://github.com/op7418/Humanizer-zh · Page: https://gitnova.dev/en/r/op7418/Humanizer-zh

## Useful for

- Edit an article or document to remove filler and formulaic phrasing
- Review text against the 31-point checklist of AI-writing patterns
- Match a draft to an author's voice by supplying a writing sample

## Why it’s here

- 76 stars so far today, about 177 expected by the end of the day. The usual pace is 65 per day, so that's 2.7× as much.
- Over the last two days the pace is 4.2× that of the previous week and a half.
- The spike has held for 3 days in a row — not a one-off blip.
- GitHub Trending Python today: #10, +290 stars.
- About 16 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 1,196
- Issues and pull requests: 39
- Watchers: 30
- Average over the last week: 142 per day
- Usual pace: 65 per day
- Stars in the last hour (measured): 5

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-08-26 … 2026-09-24: 63, 55, 56, 50, 47, 58, 75, 88, 72, 60, 45, 71, 67, 80, 59, 57, 48, 71, 63, 60, 55, 84, 65, 48, 58, 69, 57, 247, 337, 76

## Spotted in now

- GitHub Trending Python today: #10, +290 stars

## Similar by description

1. **blader/humanizer** — 3.1 · Cooling · AI agents · Python · +58 stars today, ≈ 131 by evening
   Agent skill that rewrites AI-sounding text to remove telltale patterns while preserving meaning. Ships as a Markdown skill for Claude Code, Codex, Cursor and other agents.
   Full card: https://gitnova.dev/en/r/blader/humanizer.md
2. **oguzhankayan/turkish-native** — 0.0 · Steady · AI agents · Python · +0 stars today, ≈ 0 by evening
   An open-source agent skill for writing and editing natural Turkish, removing translationese and formulaic phrasing from AI-generated and localized copy.
   Full card: https://gitnova.dev/en/r/oguzhankayan/turkish-native.md
3. **petergyang/no-ai-slop** — 2.1 · Cooling · AI agents · Python · +14 stars today, ≈ 34 by evening
   A skill for coding agents (ChatGPT, Claude Code, Codex) that detects and removes 20+ AI slop patterns from writing while preserving the author's voice. It can also flag such patterns and generate them for satire.
   Full card: https://gitnova.dev/en/r/petergyang/no-ai-slop.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-24 13:15 UTC, updated every 30 minutes.