# Send Humanize Text to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "humanize-text",
    "name": "Humanize Text",
    "source": "tencent",
    "type": "skill",
    "category": "内容创作",
    "sourceUrl": "https://clawhub.ai/rustyorb/humanize-text",
    "canonicalUrl": "https://clawhub.ai/rustyorb/humanize-text",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/humanize-text",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=humanize-text",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "references/extended-patterns.md",
      "scripts/humanize.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "humanize-text",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T21:21:20.511Z",
      "expiresAt": "2026-05-06T21:21:20.511Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=humanize-text",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=humanize-text",
        "contentDisposition": "attachment; filename=\"humanize-text-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "humanize-text"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/humanize-text"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/humanize-text",
    "downloadUrl": "https://openagent3.xyz/downloads/humanize-text",
    "agentUrl": "https://openagent3.xyz/skills/humanize-text/agent",
    "manifestUrl": "https://openagent3.xyz/skills/humanize-text/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/humanize-text/agent.md"
  }
}
```
## Documentation

### Humanize Text

Strip AI writing patterns from text to make it read like a human wrote it. Not a rewriter — a pattern remover and style fixer.

### Quick Start

For inline text in chat, apply the rules below directly. For files, read the file, apply transformations, write it back.

### Core Transformations

Apply ALL of these in order:

### 1. Punctuation Fixes

Replace ALL em-dashes (—) with commas, periods, colons, or parentheses as context requires
Replace en-dashes (–) used as em-dashes the same way
Remove excessive exclamation marks (max 1 per paragraph)
Kill semicolons in casual writing — rewrite as two sentences
Remove colons from bullet point headers (write "Thing does X" not "Thing: does X")

### 2. Dead Phrases (Delete or Rewrite)

These phrases scream AI. Kill on sight:

Filler/hedging:
delve into, it's important to note, it's worth noting, it bears mentioning, let's dive in, take a dive into, at its core, in today's [anything], in the world of, in the realm of, when it comes to, at the end of the day, the bottom line is, as we navigate, first and foremost

Puffery/significance:
a testament to, game-changer, groundbreaking, revolutionary, cutting-edge, landscape (as metaphor), tapestry, bustling, embark, beacon of, cornerstone of, paradigm shift, pivotal, multifaceted, comprehensive, robust, leverage (as verb), utilize (use "use"), facilitate, foster, cultivate, spearheading, unparalleled, myriad

Transition filler:
in conclusion, in summary, to summarize, moreover, furthermore, additionally, subsequently, consequently, nevertheless, nonetheless, henceforth, thus, hence, thereby, overall, ultimately

Sycophantic openers:
great question, that's a great point, absolutely, certainly, indeed, of course, definitely, I'd be happy to, I'm glad you asked, what a fascinating, excellent question, good thinking

Fake empathy:
I understand your concern, I completely understand, I hear you, that must be frustrating, I can see why you'd, I appreciate you sharing

Meta-commentary:
let me explain, let me break this down, here's the thing, here's what you need to know, the short answer is, to put it simply, in other words, simply put, think of it this way, imagine this scenario

### 3. Structural Tells

Sentence patterns to break:

"Not X, but Y" / "It's not about X, it's about Y" — overused AI rhetorical structure, rewrite naturally
"[Word]. [Word]. [Word]." — staccato three-word fragments used for false drama
"The result? [Answer]." / "And the X? Y." — fake Q&A structure
Starting 3+ consecutive sentences the same way
Paragraphs that all follow: claim → evidence → significance

Structural fixes:

Vary sentence length (AI defaults to medium-length everything)
Mix simple and compound sentences (AI over-compounds with commas)
Start some sentences with "And", "But", "So" — AI avoids this
Use contractions (don't, won't, can't, it's) — AI under-uses them
Occasionally use fragments. Like this. AI hates fragments.
Remove the triple-structure pattern: "X, Y, and Z" appearing repeatedly

### 4. Formatting Tells

Remove excessive bold (every other word bolded)
Don't start every bullet point with a bolded label
Remove "Key takeaways:" sections
Kill numbered lists when bullets or prose work better
Remove emoji used as bullet point decoration (✅, 🔑, 💡, 🎯)
Headers shouldn't all be questions

### 5. Vocabulary Swaps

AI WordHuman Wordutilizeuseleverageuse / take advantage offacilitatehelp / enableimplementbuild / set up / docomprehensivefull / complete / thoroughrobuststrong / solidstreamlinesimplify / speed upoptimizeimproveinnovativenew / cleverseamlesssmoothendeavortry / effortsubsequentlythen / aftercommencestart / beginnumerousmany / a lot ofsufficientenoughprior tobeforein order totodue to the fact thatbecauseat this point in timenowa significant number ofmany

### 6. Tone Calibration

If the original has personality, keep it. Don't flatten voice into "professional."
If it's too formal, loosen it. Contractions. Shorter sentences. Direct address.
If every paragraph sounds equally important, it's AI. Vary emphasis.
Remove hedging when the author clearly means something definitive.
Don't add "I think" or "in my opinion" to everything — just state it.

### Mode: Clean (default)

Apply all transformations. Maximum de-AI-ing.

### Mode: Light

Only fix punctuation (em-dashes, semicolons) and kill dead phrases. Keep structure.

### Mode: Preserve

Keep the author's structure and word choices. Only fix the most egregious tells (em-dashes, "delve into", "it's important to note", sycophantic openers).

### For File Processing

1. Read the target file
2. Apply transformations based on mode
3. Show a diff summary of what changed
4. Write the cleaned version (or show it for approval)

### Important

Don't rewrite content. Fix patterns, don't change meaning.
Don't inject personality that isn't there. Remove AI voice, don't replace it with a different fake voice.
Preserve technical accuracy. Never change technical terms, proper nouns, or domain-specific language.
Context matters. "Robust" in a technical spec about software testing is fine. "Robust" describing a blog post strategy is AI slop.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: rustyorb
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-04-29T21:21:20.511Z
- Expires at: 2026-05-06T21:21:20.511Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/humanize-text)
- [Send to Agent page](https://openagent3.xyz/skills/humanize-text/agent)
- [JSON manifest](https://openagent3.xyz/skills/humanize-text/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/humanize-text/agent.md)
- [Download page](https://openagent3.xyz/downloads/humanize-text)