humanizer — Claude 必备 Skill中文文档 是 AI Skill Hub 本期精选AI工具之一。在 GitHub 上收获超过 20.4k 颗 Star,综合评分 8.2 分,整体质量较高。我们强烈推荐将其纳入你的 AI 工具库,帮助提升工作效率。
这是一款Claude代码技能,专门用于去除AI生成文本的痕迹,使文章更具人类写作风格。通过智能算法优化措辞、句式和表达方式,适合内容创作者、学生和专业写手改进AI辅助生成的文本质量。
humanizer — Claude 必备 Skill中文文档 是一款基于 Python 开发的开源工具,专注于 文本优化、AI写作、风格转换 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。
这是一款Claude代码技能,专门用于去除AI生成文本的痕迹,使文章更具人类写作风格。通过智能算法优化措辞、句式和表达方式,适合内容创作者、学生和专业写手改进AI辅助生成的文本质量。
humanizer — Claude 必备 Skill中文文档 是一款基于 Python 开发的开源工具,专注于 文本优化、AI写作、风格转换 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。
# 克隆仓库 git clone https://github.com/blader/humanizer cd humanizer # 查看安装说明 cat README.md # 按 README 完成环境依赖安装后即可使用
# 查看帮助 humanizer --help # 基本运行 humanizer [options] <input> # 详细使用说明请查阅文档 # https://github.com/blader/humanizer
# humanizer 配置说明 # 查看配置选项 humanizer --config-example > config.yml # 常见配置项 # output_dir: ./output # log_level: info # workers: 4 # 环境变量(覆盖配置文件) export HUMANIZER_CONFIG="/path/to/config.yml"
Humanizer rewrites AI-sounding text so it reads like a person wrote it, without changing what it says. Because it is just Markdown, it works with any agent that supports skills.
Install Humanizer with the Skills CLI:
npx skills add blader/humanizer --global
Leave off --global to install Humanizer only in the current project. Add --agent <name> or --agent '*' to choose which agents receive it, then reload their skills. The skill answers to /humanizer.
Claude Code 2.1.142 or newer can install the plugin instead:
/plugin marketplace add blader/humanizer
/plugin install humanizer@humanizer
The plugin answers to /humanizer:humanizer.
In Claude Desktop, download this repository as a ZIP and upload it as a skill. For a manual install, copy SKILL.md into the agent's skill folder.
Call the skill directly:
/humanizer
[paste your text here]
Or ask in plain language:
Please humanize this text: [your text]
To rewrite a file, give Humanizer its path:
Humanize the prose in docs/launch-post.md
The writer supplied these notes with the draft, so the rewrite can use them: the trip was last October, the hotel was in Alfama, the custard tart was at a small place in Graça, the tram ride took about forty minutes. Without notes like these, Humanizer asks instead of inventing.
Before (AI-sounding): > I recently spent five unforgettable days in Lisbon, and let me tell you — this city completely stole my heart. From the moment I arrived, I knew I was somewhere truly special. > > Nestled along the banks of the Tagus River, Lisbon stands as a vibrant testament to Portugal's enduring spirit, where rich history and modern energy intertwine at every turn. Yes, the famous hills are challenging — my legs certainly felt it! — but every climb rewards you with breathtaking, panoramic views that make it all worthwhile. > > No trip would be complete without riding the iconic Tram 28, winding through the city's most historic neighborhoods. And the food? Simply divine. The original pastéis de nata at Pastéis de Belém are a beloved national treasure, and savoring one still warm was a moment I will never forget. > > But what truly makes Lisbon special isn't just the sights — it's the feeling. Wander a few steps off the main squares and you'll discover a quieter, more authentic side: sun-drenched alleys, charming tiled facades, and friendly locals going about their daily lives, inviting you to slow down and savor every moment. > > Of course, the must-see São Jorge Castle offers stunning views over the rooftops below. The queues can be long, but the experience is absolutely worth it for any history buff or curious traveler. > > Would I go back? Absolutely. Lisbon isn't just a place to visit — it's a place to fall in love with, again and again. If you're dreaming of your next getaway, this is one destination that promises memories to last a lifetime. ✨
After: > I spent five days in Lisbon last October and still have mixed feelings about it. Beautiful, yes. Also harder on the knees than anyone warned me. > > The hills are the whole story and somehow never make the brochures. My hotel was up in Alfama, which photographs beautifully and translates, in practice, to climbing what felt like a six-story staircase every time I wanted coffee. By the second day my calves had opinions. I started planning each walk around which way was downhill, which is a strange way to see a city but probably an honest one. > > Everyone says to ride Tram 28, so I did, wedged against a stranger's backpack for forty minutes while three tour groups filmed the same corner. I would walk the route next time, or go before breakfast. The custard tarts, though, earn the fuss. I had one at a plain little place in Graça, still warm, and for about thirty seconds I understood why people build trips around pastry. > > What I did not expect was how quiet the city gets away from the main squares. Two blocks uphill from any plaza it turns into laundry lines, chipped tile, open windows, and old men watching football with the sound turned up. That is the Lisbon I keep thinking about, not the castle. > > The castle is fine. The view is great, the queue is long, and I spent more time shuffling toward the entrance than looking at anything once I got inside. If I had only two days, I would trade it for an afternoon of getting lost. > > I would go back, but in spring and with better shoes. Lisbon does not bend over backward to make things easy for you. I think I liked that, even when my legs disagreed.
高星项目,实用价值显著。核心功能明确,适合内容创作者。但需关注中文支持完整度和长期维护承诺。
AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。
经综合评估,humanizer — Claude 必备 Skill中文文档 在AI工具赛道中表现稳健,质量优秀。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。
| 原始名称 | humanizer |
| 原始描述 | Claude Code skill that removes signs of AI-generated writing from text |
| Topics | 文本优化AI写作风格转换内容改写 |
| GitHub | https://github.com/blader/humanizer |
| License | MIT |
收录时间:2026-05-22 · 更新时间:2026-05-30 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。