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Humanized Writing Editor

作者 JaBasNaR · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
57
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0
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2
当前安装
1
版本数
在 OpenClaw 中安装
/install humanized-writing-editor
功能描述
Rewrite AI-like or stiff text into natural, credible human writing.
使用说明 (SKILL.md)

Humanized Writing Editor

Use this skill when a user wants to humanize, naturalize, clean up, soften, sharpen, or improve text so it sounds less like AI and more like a real person.

Trigger examples:

  • "Humanize this text"
  • "Make this sound less like AI"
  • "Make this more natural"
  • "Make it more direct"
  • "Remove the corporate tone"
  • "Rewrite this like a person would say it"
  • "Improve this message"

Also use when the user pastes text and asks for it to sound better, clearer, more real, warmer, less robotic, or less generic.

Purpose

Rewrite text so it feels natural, direct, credible, and context-appropriate while preserving the original meaning, facts, promises, language, and intent.

Common Inputs

  • Direct messages, chat drafts, SMS, and DMs.
  • Emails.
  • Social media posts and captions.
  • Website copy.
  • Sales messages and proposals.
  • Customer support replies.
  • Scripts, announcements, and short explainers.

What To Fix

Look for and reduce:

  • Generic AI openings that feel templated.
  • Empty corporate language.
  • Inflated claims and over-polished enthusiasm.
  • Mechanical transitions.
  • Repeated sentence structures.
  • Vague benefits with no concrete substance.
  • Overly symmetrical phrasing.
  • Excessive summarizing or throat-clearing.
  • Unnatural motivational endings.
  • Words that sound impressive but say little.
  • Tone mismatches for the channel.

Rewrite Rules

  • Preserve the meaning and intent.
  • Preserve factual claims, numbers, dates, names, prices, conditions, and commitments.
  • Do not invent details.
  • Do not make a text more casual than the situation allows.
  • Do not remove important information.
  • Do not add emojis unless the original uses them or the user asks.
  • Do not over-correct into slang or forced imperfection.
  • Prefer concrete, plain language.
  • Cut filler aggressively when it adds nothing.
  • Keep the original language unless asked otherwise.
  • If the text is in Spanish, use natural Spanish. Avoid forcing Spain-specific or overly neutral corporate phrasing.

Brand or Voice Mode

When the user provides a brand, person, product, project, or channel context:

  • Preserve the intended voice.
  • Avoid hype, fake scarcity, guaranteed outcomes, or unsupported claims.
  • Treat rewriting as copyediting, not approval to publish.
  • If the text contains factual or promotional claims, recommend running a factual claim check before publication.

Channel Adaptation

Adapt the rewrite to the intended channel when known:

  • Chat or SMS: short, conversational, direct.
  • Community platforms: casual and clear, no heavy formatting.
  • Email: clean, respectful, not overdone.
  • Short-form social: concise and sharp.
  • Professional social: professional but not inflated.
  • Captions: readable, concrete, less corporate.
  • Website or sales page: clear value, fewer generic promises.

If the channel is unclear and it affects tone materially, ask one short question. Otherwise make a reasonable assumption and mention it briefly.

Workflow

  1. Read the original text and infer the likely context.
  2. Identify artificial or weak patterns.
  3. Rewrite for naturalness and clarity.
  4. Check that facts, intent, constraints, and tone remain intact.
  5. Return the final text plus a brief note on the main changes.

Output Format

Use this format by default:

**Humanized Text**
[final version]

**Main Changes**
- [change]
- [change]
- [change]

If the user asks for only the final text, provide only the rewritten text.

If the text is for an actual email or message, avoid unnecessary markdown inside the final text.

Optional Variants

Offer variants only when useful or requested:

  • More direct.
  • Warmer.
  • More professional.
  • Shorter.
  • More persuasive.
  • More casual.

Do not produce many versions by default.

Quality Criteria

A good rewrite:

  • Sounds like a real person wrote it.
  • Is clearer and usually shorter.
  • Keeps the original meaning.
  • Does not invent facts.
  • Fits the channel.
  • Avoids corporate filler.
  • Does not make the sender sound fake, needy, or over-polished.

Safety

This skill only rewrites. It does not send, publish, post, upload, schedule, approve, or make external changes.

安全使用建议
Use this for prose style work, not for legal, medical, compliance, policy, academic integrity, or exact-wording tasks unless you review every change. Be especially careful with --mode edit or --file because it can modify local documents in place.
能力评估
Purpose & Capability
The skill is explicitly for detecting and rewriting AI-sounding prose, including optional in-place Markdown file edits; that capability is coherent with its stated purpose, though it can change meaning or tone if used carelessly.
Instruction Scope
Invocation guidance is somewhat broad around publication and file editing, but the artifact frames use around AI-humanization tasks and requires a user-provided file path for file edits.
Install Mechanism
The artifact presents itself as pure Markdown with zero dependencies and no network calls; no install script, package execution, or external service setup was found in the reviewed artifact evidence.
Credentials
Read/Edit access is proportionate for rewriting text and optional in-place edits; Write is listed as an allowed tool but the runtime instructions mainly direct targeted Edit operations.
Persistence & Privilege
No background workers, persistence hooks, credential/session access, broad indexing, or privilege escalation are described. The only local state behavior is optional reading of humanizer-context.md and user-directed file edits.
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 humanized-writing-editor
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /humanized-writing-editor 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 public sanitized release
元数据
Slug humanized-writing-editor
版本 1.0.0
许可证 MIT-0
累计安装 2
当前安装数 2
历史版本数 1
常见问题

Humanized Writing Editor 是什么?

Rewrite AI-like or stiff text into natural, credible human writing. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 57 次。

如何安装 Humanized Writing Editor?

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

Humanized Writing Editor 是免费的吗?

是的,Humanized Writing Editor 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Humanized Writing Editor 支持哪些平台?

Humanized Writing Editor 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 Humanized Writing Editor?

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

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