Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub · Content Creation
Humanize Text
Humanize AI-generated text by removing telltale AI writing patterns. Use when text needs to sound natural and human-written — removing em-dashes, AI filler p...
skill openclawclawhub Free
Humanize AI-generated text by removing telltale AI writing patterns. Use when text needs to sound natural and human-written — removing em-dashes, AI filler p...
⬇ 0 downloads ★ 0 stars Unverified but indexed
Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md, references/extended-patterns.md, scripts/humanize.py
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- 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.
New install
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
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.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.0
Provenance
- Publisher
- rustyorb
- Source page
- View original listing
- Canonical URL
- Open canonical page
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.
Category context
Writing, remixing, publishing, visual generation, and marketing content production.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
2 Docs1 Scripts
- SKILL.md
- references/extended-patterns.md
- scripts/humanize.py