OpenClaw

solo-humanize

Strip AI writing patterns from text — em dashes, stock phrases, promotional inflation, performed authenticity, rule-of-three lists. Use when user says "humanize this", "make it sound human", "strip AI patterns", "clean up the copy", or after /content-gen or /landing-gen produces output.

fortunto20 来源安装数☆ 0 仓库 Stars

查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install fortunto2/solo-humanize

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

/humanize

Strip AI writing patterns from user-facing text. Takes a file or pasted text and rewrites it to read like a human wrote it, without losing meaning or structure.

Why this exists

LLM output has recognizable tells — em dashes, stock phrases, promotional inflation, performed authenticity. Readers (and Google) notice. This skill catches those patterns and rewrites them.

When to use

After /content-gen, /landing-gen, /video-promo — polish the output
Before publishing any user-facing prose (blog posts, landing pages, emails)
When editing CLAUDE.md or docs that will be read by humans
Standalone: /humanize path/to/file.md

Input

File path from $ARGUMENTS — reads and rewrites in place
No argument — asks to paste text, outputs cleaned version
Works on .md, .txt, and text content in .tsx/.html (string literals only)

Pattern Catalog

1. Em Dash Overuse (—)

The most obvious AI tell. Replace with commas, periods, colons, or restructure the sentence.

Before	After
"The tool — which is free — works great"	"The tool (which is free) works great"
"Three features — speed, security, simplicity"	"Three features: speed, security, simplicity"
"We built this — and it changed everything"	"We built this. It changed everything."

Rule: Max 1 em dash per 500 words. Zero is better.

2. Stock Phrases

Phrases that signal "AI wrote this." Remove or replace with specific language.

Filler phrases (delete entirely):

"it's worth noting that" → (just state the thing)
"at the end of the day" → (cut)
"in today's world" / "in the modern landscape" → (cut)
"without further ado" → (cut)
"let's dive in" / "let's explore" → (cut)

Promotional inflation (replace with specifics):

"game-changer" → what specifically changed?
"revolutionary" → what's actually new?
"cutting-edge" → describe the technology
"seamless" → "works without configuration" (or whatever it ac...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/fortunto2/solo-humanize
Version: —
Commit: d39e44a035e7636196ef8775299ed329919e9b21
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# /humanize

Strip AI writing patterns from user-facing text. Takes a file or pasted text and rewrites it to read like a human wrote it, without losing meaning or structure.

## Why this exists

LLM output has recognizable tells — em dashes, stock phrases, promotional inflation, performed authenticity. Readers (and Google) notice. This skill catches those patterns and rewrites them.

## When to use

- After `/content-gen`, `/landing-gen`, `/video-promo` — polish the output
- Before publishing any user-facing prose (blog posts, landing pages, emails)
- When editing CLAUDE.md or docs that will be read by humans
- Standalone: `/humanize path/to/file.md`

## Input

- **File path** from `$ARGUMENTS` — reads and rewrites in place
- **No argument** — asks to paste text, outputs cleaned version
- Works on `.md`, `.txt`, and text content in `.tsx`/`.html` (string literals only)

## Pattern Catalog

### 1. Em Dash Overuse (—)

The most obvious AI tell. Replace with commas, periods, colons, or restructure the sentence.

| Before | After |
|--------|-------|
| "The tool — which is free — works great" | "The tool (which is free) works great" |
| "Three features — speed, security, simplicity" | "Three features: speed, security, simplicity" |
| "We built this — and it changed everything" | "We built this. It changed everything." |

**Rule:** Max 1 em dash per 500 words. Zero is better.

### 2. Stock Phrases

Phrases that signal "AI wrote this." Remove or replace with specific language.

**Filler phrases (delete entirely):**
- "it's worth noting that" → (just state the thing)
- "at the end of the day" → (cut)
- "in today's world" / "in the modern landscape" → (cut)
- "without further ado" → (cut)
- "let's dive in" / "let's explore" → (cut)

**Promotional inflation (replace with specifics):**
- "game-changer" → what specifically changed?
- "revolutionary" → what's actually new?
- "cutting-edge" → describe the technology
- "seamless" → "works without configuration" (or whatever it ac...

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