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Humanizer

作者 runesleo · GitHub ↗ · v1.0.0
cross-platform ✓ 安全检测通过
266
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0
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0
当前安装
1
版本数
在 OpenClaw 中安装
/install runesleo-humanizer
功能描述
Remove signs of AI-generated writing from text. Detects and fixes 24 common AI patterns including inflated symbolism, promotional language, superficial analy...
安全使用建议
This skill is internally consistent and low-risk to install because it's instruction-only and asks for no credentials. Things to consider before using: 1) The skill encourages adding opinions, first-person voice, and specificity — that can cause the editor to insert new, potentially unverifiable facts or subjective claims. If you need to preserve factual accuracy, instruct the skill explicitly not to invent facts and to flag uncertain points instead. 2) Because it can read/write text (Read/Write/Edit), avoid running it on sensitive documents unless you trust the agent session; test it first on non-sensitive samples. 3) The skill source is unknown and has no homepage; although this alone isn't a security problem for an instruction-only skill, it reduces auditability—review outputs carefully. 4) If you want stricter behavior, add usage constraints in the prompt (e.g., "do not add facts or dates not present in the original text; mark any necessary additions as speculative").
功能分析
Type: OpenClaw Skill Name: runesleo-humanizer Version: 1.0.0 The 'Humanizer' skill is a text-editing utility designed to help the agent rewrite AI-generated text to sound more natural. It follows a structured process based on Wikipedia's 'Signs of AI writing' guide and uses standard file manipulation tools (Read, Write, Edit, Grep) consistent with its stated purpose. There is no evidence of malicious intent, data exfiltration, or harmful prompt injection.
能力评估
Purpose & Capability
Name, description, and runtime instructions all align: the skill is an editor that detects and rewrites AI-like phrasing. It declares no binaries, env vars, or installs, which is proportionate to an editing task.
Instruction Scope
Instructions stay within editing: scanning for patterns, rewriting, preserving meaning, and matching voice. However, the guide explicitly instructs the model to 'add soul', take positions, use first person, and be specific — behaviors that can introduce new content, opinions, or unverified details and therefore can change factual accuracy. The SKILL.md also prescribes an internal prompt loop for a final anti-AI pass; that is self-contained and not an external exfiltration vector.
Install Mechanism
No install spec and no code files (instruction-only). This is lowest-risk from an installation perspective since nothing is downloaded or written by the installer.
Credentials
The skill requests no environment variables, credentials, or config paths. Allowed-tools (Read, Write, Edit, Grep, Glob, AskUserQuestion) are reasonable for a text-editing skill but imply file read/write capability only when used; that is proportionate for editing tasks.
Persistence & Privilege
always is false and no special privileges are requested. Autonomous invocation is allowed (platform default) but the skill does not request permanent presence or elevated access to other skills/configuration.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install runesleo-humanizer
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /runesleo-humanizer 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
- Initial release of Humanizer skill. - Identifies and removes 24 common AI writing patterns, such as inflated symbolism, promotional language, superficial analyses, and vague attributions. - Adds human personality and natural voice to text, not just removing AI tells. - Guidance and patterns based directly on Wikipedia's "Signs of AI writing" (CC BY-SA 4.0). - Supports editing in all languages.
元数据
Slug runesleo-humanizer
版本 1.0.0
许可证
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Humanizer 是什么?

Remove signs of AI-generated writing from text. Detects and fixes 24 common AI patterns including inflated symbolism, promotional language, superficial analy... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 266 次。

如何安装 Humanizer?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install runesleo-humanizer」即可一键安装,无需额外配置。

Humanizer 是免费的吗?

是的,Humanizer 完全免费(开源免费),可自由下载、安装和使用。

Humanizer 支持哪些平台?

Humanizer 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Humanizer?

由 runesleo(@runesleo)开发并维护,当前版本 v1.0.0。

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